🐦 Twitter Post Details

Viewing enriched Twitter post

@emollick

An example of why I think current LLMs are enough to change lots of work even if they don’t get better, once we start integrating them with other systems GPT-4 (now obsolete) went from 30% accuracy to 87% accuracy in clinical oncology decisions when given access to medical tools https://t.co/ynnpuQU7cN

Media 1
Media 2

📊 Media Metadata

{
  "media": [
    {
      "type": "image",
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1931021160914821241/media_0.jpg?",
      "filename": "media_0.jpg"
    },
    {
      "type": "image",
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1931021160914821241/media_1.jpg?",
      "filename": "media_1.jpg"
    }
  ],
  "nlp": {
    "sentiment": "positive",
    "topics": [
      "LLMs impact",
      "clinical oncology",
      "integration with systems"
    ],
    "entities": [
      "GPT-4",
      "clinical oncology"
    ],
    "summary": "The tweet highlights the significant improvement in GPT-4's accuracy in clinical oncology decisions through integration with medical tools, suggesting that current LLMs can greatly impact work processes.",
    "language": "en",
    "processed_at": "2025-08-07T11:48:50.513556"
  }
}

🔧 Raw API Response

{
  "data": {
    "threaded_conversation_with_injections_v2": {
      "instructions": [
        {
          "type": "TimelineClearCache"
        },
        {
          "type": "TimelineAddEntries",
          "entries": [
            {
              "entryId": "tweet-1931021160914821241",
              "sortIndex": "1953513660563324928",
              "content": {
                "entryType": "TimelineTimelineItem",
                "__typename": "TimelineTimelineItem",
                "itemContent": {
                  "itemType": "TimelineTweet",
                  "__typename": "TimelineTweet",
                  "tweet_results": {
                    "result": {
                      "__typename": "Tweet",
                      "rest_id": "1931021160914821241",
                      "has_birdwatch_notes": false,
                      "core": {
                        "user_results": {
                          "result": {
                            "__typename": "User",
                            "id": "VXNlcjozOTEyNTc4OA==",
                            "rest_id": "39125788",
                            "affiliates_highlighted_label": {},
                            "has_graduated_access": true,
                            "is_blue_verified": true,
                            "profile_image_shape": "Circle",
                            "legacy": {
                              "can_dm": true,
                              "can_media_tag": true,
                              "created_at": "Sun May 10 22:33:52 +0000 2009",
                              "default_profile": false,
                              "default_profile_image": false,
                              "description": "Professor @Wharton studying AI, innovation & startups. Democratizing education using tech\nBook: https://t.co/CSmipbJ2jV\nSubstack: https://t.co/UIBhxu4bgq",
                              "entities": {
                                "description": {
                                  "urls": [
                                    {
                                      "display_url": "a.co/d/4VguzZz",
                                      "expanded_url": "https://a.co/d/4VguzZz",
                                      "url": "https://t.co/CSmipbJ2jV",
                                      "indices": [
                                        96,
                                        119
                                      ]
                                    },
                                    {
                                      "display_url": "oneusefulthing.org",
                                      "expanded_url": "https://www.oneusefulthing.org/",
                                      "url": "https://t.co/UIBhxu4bgq",
                                      "indices": [
                                        130,
                                        153
                                      ]
                                    }
                                  ]
                                },
                                "url": {
                                  "urls": [
                                    {
                                      "display_url": "mgmt.wharton.upenn.edu/profile/emolli…",
                                      "expanded_url": "https://mgmt.wharton.upenn.edu/profile/emollick/",
                                      "url": "https://t.co/uItckI9ujc",
                                      "indices": [
                                        0,
                                        23
                                      ]
                                    }
                                  ]
                                }
                              },
                              "fast_followers_count": 0,
                              "favourites_count": 6752,
                              "followers_count": 283043,
                              "friends_count": 575,
                              "has_custom_timelines": false,
                              "is_translator": false,
                              "listed_count": 6528,
                              "location": "Philadelphia, PA",
                              "media_count": 13401,
                              "name": "Ethan Mollick",
                              "normal_followers_count": 283043,
                              "pinned_tweet_ids_str": [
                                "1778174273611293150"
                              ],
                              "possibly_sensitive": false,
                              "profile_banner_url": "https://pbs.twimg.com/profile_banners/39125788/1713840725",
                              "profile_image_url_https": "https://pbs.twimg.com/profile_images/1601382188712398850/3AAOlqrX_normal.jpg",
                              "profile_interstitial_type": "",
                              "screen_name": "emollick",
                              "statuses_count": 32338,
                              "translator_type": "none",
                              "url": "https://t.co/uItckI9ujc",
                              "verified": false,
                              "want_retweets": false,
                              "withheld_in_countries": []
                            },
                            "tipjar_settings": {}
                          }
                        }
                      },
                      "unmention_data": {},
                      "edit_control": {
                        "edit_tweet_ids": [
                          "1931021160914821241"
                        ],
                        "editable_until_msecs": "1749229896000",
                        "is_edit_eligible": false,
                        "edits_remaining": "5"
                      },
                      "is_translatable": false,
                      "views": {
                        "count": "110196",
                        "state": "EnabledWithCount"
                      },
                      "source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
                      "legacy": {
                        "bookmark_count": 601,
                        "bookmarked": false,
                        "created_at": "Fri Jun 06 16:11:36 +0000 2025",
                        "conversation_id_str": "1931021160914821241",
                        "display_text_range": [
                          0,
                          280
                        ],
                        "entities": {
                          "hashtags": [],
                          "media": [
                            {
                              "display_url": "pic.x.com/ynnpuQU7cN",
                              "expanded_url": "https://x.com/emollick/status/1931021160914821241/photo/1",
                              "id_str": "1931021154929549315",
                              "indices": [
                                281,
                                304
                              ],
                              "media_key": "3_1931021154929549315",
                              "media_url_https": "https://pbs.twimg.com/media/GsxdgmlXIAMHQeB.jpg",
                              "type": "photo",
                              "url": "https://t.co/ynnpuQU7cN",
                              "ext_media_availability": {
                                "status": "Available"
                              },
                              "features": {
                                "large": {
                                  "faces": []
                                },
                                "medium": {
                                  "faces": []
                                },
                                "small": {
                                  "faces": []
                                },
                                "orig": {
                                  "faces": []
                                }
                              },
                              "sizes": {
                                "large": {
                                  "h": 1246,
                                  "w": 1320,
                                  "resize": "fit"
                                },
                                "medium": {
                                  "h": 1133,
                                  "w": 1200,
                                  "resize": "fit"
                                },
                                "small": {
                                  "h": 642,
                                  "w": 680,
                                  "resize": "fit"
                                },
                                "thumb": {
                                  "h": 150,
                                  "w": 150,
                                  "resize": "crop"
                                }
                              },
                              "original_info": {
                                "height": 1246,
                                "width": 1320,
                                "focus_rects": [
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1320,
                                    "h": 739
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1246,
                                    "h": 1246
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1093,
                                    "h": 1246
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 623,
                                    "h": 1246
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1320,
                                    "h": 1246
                                  }
                                ]
                              },
                              "allow_download_status": {
                                "allow_download": true
                              },
                              "media_results": {
                                "result": {
                                  "media_key": "3_1931021154929549315"
                                }
                              }
                            },
                            {
                              "display_url": "pic.x.com/ynnpuQU7cN",
                              "expanded_url": "https://x.com/emollick/status/1931021160914821241/photo/1",
                              "id_str": "1931021154929549313",
                              "indices": [
                                281,
                                304
                              ],
                              "media_key": "3_1931021154929549313",
                              "media_url_https": "https://pbs.twimg.com/media/GsxdgmlXIAEimgo.jpg",
                              "type": "photo",
                              "url": "https://t.co/ynnpuQU7cN",
                              "ext_media_availability": {
                                "status": "Available"
                              },
                              "features": {
                                "large": {
                                  "faces": [
                                    {
                                      "x": 1400,
                                      "y": 272,
                                      "h": 212,
                                      "w": 212
                                    },
                                    {
                                      "x": 1604,
                                      "y": 216,
                                      "h": 256,
                                      "w": 256
                                    }
                                  ]
                                },
                                "medium": {
                                  "faces": [
                                    {
                                      "x": 820,
                                      "y": 159,
                                      "h": 124,
                                      "w": 124
                                    },
                                    {
                                      "x": 939,
                                      "y": 126,
                                      "h": 150,
                                      "w": 150
                                    }
                                  ]
                                },
                                "small": {
                                  "faces": [
                                    {
                                      "x": 464,
                                      "y": 90,
                                      "h": 70,
                                      "w": 70
                                    },
                                    {
                                      "x": 532,
                                      "y": 71,
                                      "h": 85,
                                      "w": 85
                                    }
                                  ]
                                },
                                "orig": {
                                  "faces": [
                                    {
                                      "x": 1400,
                                      "y": 272,
                                      "h": 212,
                                      "w": 212
                                    },
                                    {
                                      "x": 1604,
                                      "y": 216,
                                      "h": 256,
                                      "w": 256
                                    }
                                  ]
                                }
                              },
                              "sizes": {
                                "large": {
                                  "h": 916,
                                  "w": 2048,
                                  "resize": "fit"
                                },
                                "medium": {
                                  "h": 537,
                                  "w": 1200,
                                  "resize": "fit"
                                },
                                "small": {
                                  "h": 304,
                                  "w": 680,
                                  "resize": "fit"
                                },
                                "thumb": {
                                  "h": 150,
                                  "w": 150,
                                  "resize": "crop"
                                }
                              },
                              "original_info": {
                                "height": 916,
                                "width": 2048,
                                "focus_rects": [
                                  {
                                    "x": 257,
                                    "y": 0,
                                    "w": 1636,
                                    "h": 916
                                  },
                                  {
                                    "x": 617,
                                    "y": 0,
                                    "w": 916,
                                    "h": 916
                                  },
                                  {
                                    "x": 673,
                                    "y": 0,
                                    "w": 804,
                                    "h": 916
                                  },
                                  {
                                    "x": 846,
                                    "y": 0,
                                    "w": 458,
                                    "h": 916
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 2048,
                                    "h": 916
                                  }
                                ]
                              },
                              "allow_download_status": {
                                "allow_download": true
                              },
                              "media_results": {
                                "result": {
                                  "media_key": "3_1931021154929549313"
                                }
                              }
                            }
                          ],
                          "symbols": [],
                          "timestamps": [],
                          "urls": [],
                          "user_mentions": []
                        },
                        "extended_entities": {
                          "media": [
                            {
                              "display_url": "pic.x.com/ynnpuQU7cN",
                              "expanded_url": "https://x.com/emollick/status/1931021160914821241/photo/1",
                              "id_str": "1931021154929549315",
                              "indices": [
                                281,
                                304
                              ],
                              "media_key": "3_1931021154929549315",
                              "media_url_https": "https://pbs.twimg.com/media/GsxdgmlXIAMHQeB.jpg",
                              "type": "photo",
                              "url": "https://t.co/ynnpuQU7cN",
                              "ext_media_availability": {
                                "status": "Available"
                              },
                              "features": {
                                "large": {
                                  "faces": []
                                },
                                "medium": {
                                  "faces": []
                                },
                                "small": {
                                  "faces": []
                                },
                                "orig": {
                                  "faces": []
                                }
                              },
                              "sizes": {
                                "large": {
                                  "h": 1246,
                                  "w": 1320,
                                  "resize": "fit"
                                },
                                "medium": {
                                  "h": 1133,
                                  "w": 1200,
                                  "resize": "fit"
                                },
                                "small": {
                                  "h": 642,
                                  "w": 680,
                                  "resize": "fit"
                                },
                                "thumb": {
                                  "h": 150,
                                  "w": 150,
                                  "resize": "crop"
                                }
                              },
                              "original_info": {
                                "height": 1246,
                                "width": 1320,
                                "focus_rects": [
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1320,
                                    "h": 739
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1246,
                                    "h": 1246
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1093,
                                    "h": 1246
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 623,
                                    "h": 1246
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1320,
                                    "h": 1246
                                  }
                                ]
                              },
                              "allow_download_status": {
                                "allow_download": true
                              },
                              "media_results": {
                                "result": {
                                  "media_key": "3_1931021154929549315"
                                }
                              }
                            },
                            {
                              "display_url": "pic.x.com/ynnpuQU7cN",
                              "expanded_url": "https://x.com/emollick/status/1931021160914821241/photo/1",
                              "id_str": "1931021154929549313",
                              "indices": [
                                281,
                                304
                              ],
                              "media_key": "3_1931021154929549313",
                              "media_url_https": "https://pbs.twimg.com/media/GsxdgmlXIAEimgo.jpg",
                              "type": "photo",
                              "url": "https://t.co/ynnpuQU7cN",
                              "ext_media_availability": {
                                "status": "Available"
                              },
                              "features": {
                                "large": {
                                  "faces": [
                                    {
                                      "x": 1400,
                                      "y": 272,
                                      "h": 212,
                                      "w": 212
                                    },
                                    {
                                      "x": 1604,
                                      "y": 216,
                                      "h": 256,
                                      "w": 256
                                    }
                                  ]
                                },
                                "medium": {
                                  "faces": [
                                    {
                                      "x": 820,
                                      "y": 159,
                                      "h": 124,
                                      "w": 124
                                    },
                                    {
                                      "x": 939,
                                      "y": 126,
                                      "h": 150,
                                      "w": 150
                                    }
                                  ]
                                },
                                "small": {
                                  "faces": [
                                    {
                                      "x": 464,
                                      "y": 90,
                                      "h": 70,
                                      "w": 70
                                    },
                                    {
                                      "x": 532,
                                      "y": 71,
                                      "h": 85,
                                      "w": 85
                                    }
                                  ]
                                },
                                "orig": {
                                  "faces": [
                                    {
                                      "x": 1400,
                                      "y": 272,
                                      "h": 212,
                                      "w": 212
                                    },
                                    {
                                      "x": 1604,
                                      "y": 216,
                                      "h": 256,
                                      "w": 256
                                    }
                                  ]
                                }
                              },
                              "sizes": {
                                "large": {
                                  "h": 916,
                                  "w": 2048,
                                  "resize": "fit"
                                },
                                "medium": {
                                  "h": 537,
                                  "w": 1200,
                                  "resize": "fit"
                                },
                                "small": {
                                  "h": 304,
                                  "w": 680,
                                  "resize": "fit"
                                },
                                "thumb": {
                                  "h": 150,
                                  "w": 150,
                                  "resize": "crop"
                                }
                              },
                              "original_info": {
                                "height": 916,
                                "width": 2048,
                                "focus_rects": [
                                  {
                                    "x": 257,
                                    "y": 0,
                                    "w": 1636,
                                    "h": 916
                                  },
                                  {
                                    "x": 617,
                                    "y": 0,
                                    "w": 916,
                                    "h": 916
                                  },
                                  {
                                    "x": 673,
                                    "y": 0,
                                    "w": 804,
                                    "h": 916
                                  },
                                  {
                                    "x": 846,
                                    "y": 0,
                                    "w": 458,
                                    "h": 916
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 2048,
                                    "h": 916
                                  }
                                ]
                              },
                              "allow_download_status": {
                                "allow_download": true
                              },
                              "media_results": {
                                "result": {
                                  "media_key": "3_1931021154929549313"
                                }
                              }
                            }
                          ]
                        },
                        "favorite_count": 1478,
                        "favorited": false,
                        "full_text": "An example of why I think current LLMs are enough to change lots of work even if they don’t get better, once we start integrating them with other systems\n\nGPT-4 (now obsolete) went from 30% accuracy to 87% accuracy in clinical oncology decisions when given access to medical tools https://t.co/ynnpuQU7cN",
                        "is_quote_status": false,
                        "lang": "en",
                        "possibly_sensitive": false,
                        "possibly_sensitive_editable": true,
                        "quote_count": 15,
                        "reply_count": 35,
                        "retweet_count": 190,
                        "retweeted": false,
                        "user_id_str": "39125788",
                        "id_str": "1931021160914821241"
                      },
                      "quick_promote_eligibility": {
                        "eligibility": "IneligibleNotProfessional"
                      }
                    }
                  },
                  "tweetDisplayType": "SelfThread"
                },
                "clientEventInfo": {
                  "component": "tweet",
                  "element": "tweet"
                }
              }
            },
            {
              "entryId": "conversationthread-1931021604672184800",
              "sortIndex": "1953513660563324918",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931021604672184800-tweet-1931021604672184800",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931021604672184800",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjozOTEyNTc4OA==",
                                  "rest_id": "39125788",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": true,
                                    "can_media_tag": true,
                                    "created_at": "Sun May 10 22:33:52 +0000 2009",
                                    "default_profile": false,
                                    "default_profile_image": false,
                                    "description": "Professor @Wharton studying AI, innovation & startups. Democratizing education using tech\nBook: https://t.co/CSmipbJ2jV\nSubstack: https://t.co/UIBhxu4bgq",
                                    "entities": {
                                      "description": {
                                        "urls": [
                                          {
                                            "display_url": "a.co/d/4VguzZz",
                                            "expanded_url": "https://a.co/d/4VguzZz",
                                            "url": "https://t.co/CSmipbJ2jV",
                                            "indices": [
                                              96,
                                              119
                                            ]
                                          },
                                          {
                                            "display_url": "oneusefulthing.org",
                                            "expanded_url": "https://www.oneusefulthing.org/",
                                            "url": "https://t.co/UIBhxu4bgq",
                                            "indices": [
                                              130,
                                              153
                                            ]
                                          }
                                        ]
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "mgmt.wharton.upenn.edu/profile/emolli…",
                                            "expanded_url": "https://mgmt.wharton.upenn.edu/profile/emollick/",
                                            "url": "https://t.co/uItckI9ujc",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 6752,
                                    "followers_count": 283043,
                                    "friends_count": 575,
                                    "has_custom_timelines": false,
                                    "is_translator": false,
                                    "listed_count": 6528,
                                    "location": "Philadelphia, PA",
                                    "media_count": 13401,
                                    "name": "Ethan Mollick",
                                    "normal_followers_count": 283043,
                                    "pinned_tweet_ids_str": [
                                      "1778174273611293150"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/39125788/1713840725",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1601382188712398850/3AAOlqrX_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "emollick",
                                    "statuses_count": 32338,
                                    "translator_type": "none",
                                    "url": "https://t.co/uItckI9ujc",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "card": {
                              "rest_id": "https://t.co/vb65mDXqjr",
                              "legacy": {
                                "binding_values": [
                                  {
                                    "key": "photo_image_full_size_large",
                                    "value": {
                                      "image_value": {
                                        "alt": "Content cover image",
                                        "height": 419,
                                        "width": 800,
                                        "url": "https://pbs.twimg.com/card_img/1951213139636158467/8i9FkgEl?format=jpg&name=800x419"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image",
                                    "value": {
                                      "image_value": {
                                        "alt": "Content cover image",
                                        "height": 179,
                                        "width": 400,
                                        "url": "https://pbs.twimg.com/card_img/1951213139636158467/8i9FkgEl?format=jpg&name=400x400"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "description",
                                    "value": {
                                      "string_value": "Nature Cancer - Ferber et al. present an autonomous artificial intelligence agent system for deployment of specialized medical oncology computational tools, validating their system across various...",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "domain",
                                    "value": {
                                      "string_value": "www.nature.com",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image_large",
                                    "value": {
                                      "image_value": {
                                        "alt": "Content cover image",
                                        "height": 320,
                                        "width": 716,
                                        "url": "https://pbs.twimg.com/card_img/1951213139636158467/8i9FkgEl?format=jpg&name=800x320_1"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "summary_photo_image_small",
                                    "value": {
                                      "image_value": {
                                        "alt": "Content cover image",
                                        "height": 202,
                                        "width": 386,
                                        "url": "https://pbs.twimg.com/card_img/1951213139636158467/8i9FkgEl?format=jpg&name=386x202"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image_original",
                                    "value": {
                                      "image_value": {
                                        "alt": "Content cover image",
                                        "height": 969,
                                        "width": 2167,
                                        "url": "https://pbs.twimg.com/card_img/1951213139636158467/8i9FkgEl?format=jpg&name=orig"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "site",
                                    "value": {
                                      "scribe_key": "publisher_id",
                                      "type": "USER",
                                      "user_value": {
                                        "id_str": "1084943471436316673",
                                        "path": []
                                      }
                                    }
                                  },
                                  {
                                    "key": "photo_image_full_size_small",
                                    "value": {
                                      "image_value": {
                                        "alt": "Content cover image",
                                        "height": 202,
                                        "width": 386,
                                        "url": "https://pbs.twimg.com/card_img/1951213139636158467/8i9FkgEl?format=jpg&name=386x202"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "summary_photo_image_large",
                                    "value": {
                                      "image_value": {
                                        "alt": "Content cover image",
                                        "height": 419,
                                        "width": 800,
                                        "url": "https://pbs.twimg.com/card_img/1951213139636158467/8i9FkgEl?format=jpg&name=800x419"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image_small",
                                    "value": {
                                      "image_value": {
                                        "alt": "Content cover image",
                                        "height": 64,
                                        "width": 144,
                                        "url": "https://pbs.twimg.com/card_img/1951213139636158467/8i9FkgEl?format=jpg&name=144x144"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image_x_large",
                                    "value": {
                                      "image_value": {
                                        "alt": "Content cover image",
                                        "height": 916,
                                        "width": 2048,
                                        "url": "https://pbs.twimg.com/card_img/1951213139636158467/8i9FkgEl?format=png&name=2048x2048_2_exp"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "photo_image_full_size_original",
                                    "value": {
                                      "image_value": {
                                        "alt": "Content cover image",
                                        "height": 969,
                                        "width": 2167,
                                        "url": "https://pbs.twimg.com/card_img/1951213139636158467/8i9FkgEl?format=jpg&name=orig"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "photo_image_full_size_alt_text",
                                    "value": {
                                      "string_value": "Content cover image",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "vanity_url",
                                    "value": {
                                      "scribe_key": "vanity_url",
                                      "string_value": "nature.com",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "photo_image_full_size",
                                    "value": {
                                      "image_value": {
                                        "alt": "Content cover image",
                                        "height": 314,
                                        "width": 600,
                                        "url": "https://pbs.twimg.com/card_img/1951213139636158467/8i9FkgEl?format=jpg&name=600x314"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "summary_photo_image_alt_text",
                                    "value": {
                                      "string_value": "Content cover image",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image_color",
                                    "value": {
                                      "image_color_value": {
                                        "palette": [
                                          {
                                            "rgb": {
                                              "blue": 242,
                                              "green": 242,
                                              "red": 242
                                            },
                                            "percentage": 88.54
                                          },
                                          {
                                            "rgb": {
                                              "blue": 202,
                                              "green": 157,
                                              "red": 160
                                            },
                                            "percentage": 3.74
                                          },
                                          {
                                            "rgb": {
                                              "blue": 172,
                                              "green": 191,
                                              "red": 77
                                            },
                                            "percentage": 3.7
                                          },
                                          {
                                            "rgb": {
                                              "blue": 69,
                                              "green": 67,
                                              "red": 63
                                            },
                                            "percentage": 1.38
                                          },
                                          {
                                            "rgb": {
                                              "blue": 185,
                                              "green": 217,
                                              "red": 166
                                            },
                                            "percentage": 1.29
                                          }
                                        ]
                                      },
                                      "type": "IMAGE_COLOR"
                                    }
                                  },
                                  {
                                    "key": "title",
                                    "value": {
                                      "string_value": "Development and validation of an autonomous artificial intelligence agent for clinical decision-m...",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "summary_photo_image_color",
                                    "value": {
                                      "image_color_value": {
                                        "palette": [
                                          {
                                            "rgb": {
                                              "blue": 242,
                                              "green": 242,
                                              "red": 242
                                            },
                                            "percentage": 88.54
                                          },
                                          {
                                            "rgb": {
                                              "blue": 202,
                                              "green": 157,
                                              "red": 160
                                            },
                                            "percentage": 3.74
                                          },
                                          {
                                            "rgb": {
                                              "blue": 172,
                                              "green": 191,
                                              "red": 77
                                            },
                                            "percentage": 3.7
                                          },
                                          {
                                            "rgb": {
                                              "blue": 69,
                                              "green": 67,
                                              "red": 63
                                            },
                                            "percentage": 1.38
                                          },
                                          {
                                            "rgb": {
                                              "blue": 185,
                                              "green": 217,
                                              "red": 166
                                            },
                                            "percentage": 1.29
                                          }
                                        ]
                                      },
                                      "type": "IMAGE_COLOR"
                                    }
                                  },
                                  {
                                    "key": "summary_photo_image_x_large",
                                    "value": {
                                      "image_value": {
                                        "alt": "Content cover image",
                                        "height": 916,
                                        "width": 2048,
                                        "url": "https://pbs.twimg.com/card_img/1951213139636158467/8i9FkgEl?format=png&name=2048x2048_2_exp"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "summary_photo_image",
                                    "value": {
                                      "image_value": {
                                        "alt": "Content cover image",
                                        "height": 314,
                                        "width": 600,
                                        "url": "https://pbs.twimg.com/card_img/1951213139636158467/8i9FkgEl?format=jpg&name=600x314"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "photo_image_full_size_color",
                                    "value": {
                                      "image_color_value": {
                                        "palette": [
                                          {
                                            "rgb": {
                                              "blue": 242,
                                              "green": 242,
                                              "red": 242
                                            },
                                            "percentage": 88.54
                                          },
                                          {
                                            "rgb": {
                                              "blue": 202,
                                              "green": 157,
                                              "red": 160
                                            },
                                            "percentage": 3.74
                                          },
                                          {
                                            "rgb": {
                                              "blue": 172,
                                              "green": 191,
                                              "red": 77
                                            },
                                            "percentage": 3.7
                                          },
                                          {
                                            "rgb": {
                                              "blue": 69,
                                              "green": 67,
                                              "red": 63
                                            },
                                            "percentage": 1.38
                                          },
                                          {
                                            "rgb": {
                                              "blue": 185,
                                              "green": 217,
                                              "red": 166
                                            },
                                            "percentage": 1.29
                                          }
                                        ]
                                      },
                                      "type": "IMAGE_COLOR"
                                    }
                                  },
                                  {
                                    "key": "photo_image_full_size_x_large",
                                    "value": {
                                      "image_value": {
                                        "alt": "Content cover image",
                                        "height": 916,
                                        "width": 2048,
                                        "url": "https://pbs.twimg.com/card_img/1951213139636158467/8i9FkgEl?format=png&name=2048x2048_2_exp"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "card_url",
                                    "value": {
                                      "scribe_key": "card_url",
                                      "string_value": "https://t.co/vb65mDXqjr",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "summary_photo_image_original",
                                    "value": {
                                      "image_value": {
                                        "alt": "Content cover image",
                                        "height": 969,
                                        "width": 2167,
                                        "url": "https://pbs.twimg.com/card_img/1951213139636158467/8i9FkgEl?format=jpg&name=orig"
                                      },
                                      "type": "IMAGE"
                                    }
                                  }
                                ],
                                "card_platform": {
                                  "platform": {
                                    "audience": {
                                      "name": "production"
                                    },
                                    "device": {
                                      "name": "Android",
                                      "version": "12"
                                    }
                                  }
                                },
                                "name": "summary_large_image",
                                "url": "https://t.co/vb65mDXqjr",
                                "user_refs_results": [
                                  {
                                    "result": {
                                      "__typename": "User",
                                      "id": "VXNlcjoxMDg0OTQzNDcxNDM2MzE2Njcz",
                                      "rest_id": "1084943471436316673",
                                      "affiliates_highlighted_label": {},
                                      "has_graduated_access": true,
                                      "is_blue_verified": false,
                                      "profile_image_shape": "Circle",
                                      "legacy": {
                                        "can_dm": false,
                                        "can_media_tag": false,
                                        "created_at": "Mon Jan 14 22:40:55 +0000 2019",
                                        "default_profile": false,
                                        "default_profile_image": false,
                                        "description": "Nature Cancer is a journal dedicated to publishing the latest advances across all areas of cancer research.",
                                        "entities": {
                                          "description": {
                                            "urls": []
                                          },
                                          "url": {
                                            "urls": [
                                              {
                                                "display_url": "nature.com/natcancer",
                                                "expanded_url": "http://nature.com/natcancer",
                                                "url": "https://t.co/tSEGbhwHLU",
                                                "indices": [
                                                  0,
                                                  23
                                                ]
                                              }
                                            ]
                                          }
                                        },
                                        "fast_followers_count": 0,
                                        "favourites_count": 2308,
                                        "followers_count": 37304,
                                        "friends_count": 321,
                                        "has_custom_timelines": true,
                                        "is_translator": false,
                                        "listed_count": 366,
                                        "location": "New York, USA",
                                        "media_count": 514,
                                        "name": "Nature Cancer",
                                        "normal_followers_count": 37304,
                                        "pinned_tweet_ids_str": [
                                          "1950526813408485486"
                                        ],
                                        "possibly_sensitive": false,
                                        "profile_banner_url": "https://pbs.twimg.com/profile_banners/1084943471436316673/1714486356",
                                        "profile_image_url_https": "https://pbs.twimg.com/profile_images/1187114001622274050/u0KY0AW8_normal.jpg",
                                        "profile_interstitial_type": "",
                                        "screen_name": "NatureCancer",
                                        "statuses_count": 2245,
                                        "translator_type": "none",
                                        "url": "https://t.co/tSEGbhwHLU",
                                        "verified": false,
                                        "want_retweets": false,
                                        "withheld_in_countries": []
                                      },
                                      "tipjar_settings": {}
                                    }
                                  }
                                ]
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931021604672184800"
                              ],
                              "editable_until_msecs": "1749230001000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "13105",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
                            "legacy": {
                              "bookmark_count": 42,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 16:13:21 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                0,
                                30
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [
                                  {
                                    "display_url": "nature.com/articles/s4301…",
                                    "expanded_url": "https://www.nature.com/articles/s43018-025-00991-6",
                                    "url": "https://t.co/vb65mDXqjr",
                                    "indices": [
                                      7,
                                      30
                                    ]
                                  }
                                ],
                                "user_mentions": []
                              },
                              "favorite_count": 93,
                              "favorited": false,
                              "full_text": "Paper: https://t.co/vb65mDXqjr",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "possibly_sensitive": false,
                              "possibly_sensitive_editable": true,
                              "quote_count": 0,
                              "reply_count": 2,
                              "retweet_count": 8,
                              "retweeted": false,
                              "user_id_str": "39125788",
                              "id_str": "1931021604672184800"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "SelfThread"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931021604672184800"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931053688107438407",
              "sortIndex": "1953513660563324908",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931053688107438407-tweet-1931053688107438407",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931053688107438407",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxNzA3MDU1NTg2MDU4MTI1MzEy",
                                  "rest_id": "1707055586058125312",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": false,
                                    "created_at": "Wed Sep 27 15:32:28 +0000 2023",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "Latina Trans Goddess | Free OF: https://t.co/5gBmQVi7Dw",
                                    "entities": {
                                      "description": {
                                        "urls": [
                                          {
                                            "display_url": "getallmylinks.com/ashleeirlx",
                                            "expanded_url": "https://getallmylinks.com/ashleeirlx",
                                            "url": "https://t.co/5gBmQVi7Dw",
                                            "indices": [
                                              32,
                                              55
                                            ]
                                          }
                                        ]
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "getallmylinks.com/ashleeirlx",
                                            "expanded_url": "https://getallmylinks.com/ashleeirlx",
                                            "url": "https://t.co/5gBmQVi7Dw",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 4464,
                                    "followers_count": 92605,
                                    "friends_count": 1862,
                                    "has_custom_timelines": false,
                                    "is_translator": false,
                                    "listed_count": 205,
                                    "location": "",
                                    "media_count": 454,
                                    "name": "Ashlee VR 🏳️‍⚧️",
                                    "normal_followers_count": 92605,
                                    "pinned_tweet_ids_str": [
                                      "1916126343026381258"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/1707055586058125312/1695830037",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1813395217296277504/cerwwEmn_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "Ash_Lee_IRL",
                                    "statuses_count": 3596,
                                    "translator_type": "none",
                                    "url": "https://t.co/5gBmQVi7Dw",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931053688107438407"
                              ],
                              "editable_until_msecs": "1749237651000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "1082",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 18:20:51 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                279
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 9,
                              "favorited": false,
                              "full_text": "@emollick GPT-5 will be absurd. \n\nEven if they don’t get better, Gemini 2.5 can do most things I expect an LLM to do, people have unrealistic expectations about current AI. Even if it doesn’t outright automate jobs, it helps with the process of automating them like no other tool",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 1,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1707055586058125312",
                              "id_str": "1931053688107438407"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931053688107438407"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931033892863299816",
              "sortIndex": "1953513660563324898",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931033892863299816-tweet-1931033892863299816",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931033892863299816",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxMzQxNDI3MzExMDE5NzQ5Mzc5",
                                  "rest_id": "1341427311019749379",
                                  "affiliates_highlighted_label": {
                                    "label": {
                                      "url": {
                                        "url": "https://twitter.com/snowstormnet",
                                        "urlType": "DeepLink"
                                      },
                                      "badge": {
                                        "url": "https://pbs.twimg.com/profile_images/1655621644293926913/ST_ZvanT_bigger.jpg"
                                      },
                                      "description": "SNOWSTORM ❆",
                                      "userLabelType": "BusinessLabel",
                                      "userLabelDisplayType": "Badge"
                                    }
                                  },
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": true,
                                    "can_media_tag": false,
                                    "created_at": "Tue Dec 22 16:56:30 +0000 2020",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "we're AMERICA, bitch!",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "chat.com",
                                            "expanded_url": "http://chat.com",
                                            "url": "https://t.co/DlfcJzkK3i",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 53099,
                                    "followers_count": 1900,
                                    "friends_count": 917,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 14,
                                    "location": "Washington, DC",
                                    "media_count": 2131,
                                    "name": "pbs",
                                    "normal_followers_count": 1900,
                                    "pinned_tweet_ids_str": [
                                      "1895585118783496380"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/1341427311019749379/1743915695",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1908753716909576192/qbhi028W_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "secretmeowth",
                                    "statuses_count": 22177,
                                    "translator_type": "none",
                                    "url": "https://t.co/DlfcJzkK3i",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931033892863299816"
                              ],
                              "editable_until_msecs": "1749232931000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "739",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
                            "legacy": {
                              "bookmark_count": 1,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 17:02:11 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                136
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 8,
                              "favorited": false,
                              "full_text": "@emollick yeah this is crazy and why there was a requirement to block state regulation of ai for anything related to interstate commerce",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1341427311019749379",
                              "id_str": "1931033892863299816"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931033892863299816"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931022307675300196",
              "sortIndex": "1953513660563324888",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931022307675300196-tweet-1931022307675300196",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931022307675300196",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxNDI2NzMwNzgyNDI1NTkxODA5",
                                  "rest_id": "1426730782425591809",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": true,
                                    "can_media_tag": true,
                                    "created_at": "Sun Aug 15 02:23:10 +0000 2021",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "Building generational wealth through Bitcoin | Architect | Class of 2018 🟠 I Nostr: #npub190ax6g3enu33re9fl3z76ec6zfv7rzmkctyfzrzf6nvnrpdp6jqqj4fx4z",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 83954,
                                    "followers_count": 6322,
                                    "friends_count": 2761,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 22,
                                    "location": "Miami, Fl",
                                    "media_count": 2017,
                                    "name": "George",
                                    "normal_followers_count": 6322,
                                    "pinned_tweet_ids_str": [
                                      "1941123579699196152"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/1426730782425591809/1752451657",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1950619408881094656/OOIk4Cgh_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "Thecityismine_x",
                                    "statuses_count": 60894,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "professional": {
                                    "rest_id": "1514980890203594754",
                                    "professional_type": "Creator",
                                    "category": []
                                  },
                                  "tipjar_settings": {
                                    "is_enabled": true,
                                    "bitcoin_handle": "bc1qmvdtgrpnky5zsmrmtwjeptpa30pplq29xzadl2",
                                    "cash_app_handle": "",
                                    "ethereum_handle": "0xa4FD43f23D4f43Fbf3857Db43Dc24e4F730562A2"
                                  }
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931022307675300196"
                              ],
                              "editable_until_msecs": "1749230169000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "549",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 16:16:09 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                144
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 2,
                              "favorited": false,
                              "full_text": "@emollick That leap in accuracy with tool access is absolutely wild, showing the massive potential even \"obsolete\" LLMs have when integrated! 🤯🩺",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1426730782425591809",
                              "id_str": "1931022307675300196"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931022307675300196"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931048699641450655",
              "sortIndex": "1953513660563324878",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931048699641450655-tweet-1931048699641450655",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931048699641450655",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxMTA4NzAzNTY5MDczNDY3Mzk3",
                                  "rest_id": "1108703569073467397",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": true,
                                    "can_media_tag": true,
                                    "created_at": "Thu Mar 21 12:15:04 +0000 2019",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "Excel For Freelancers mainly focuses on building applications that businesses can use. Helping you turn your Excel passion into a passive income.",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "excelforfreelancers.com/op/be-part-of-…",
                                            "expanded_url": "https://www.excelforfreelancers.com/op/be-part-of-our-excel-community/",
                                            "url": "https://t.co/lVPES7Etyu",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 16947,
                                    "followers_count": 48553,
                                    "friends_count": 13550,
                                    "has_custom_timelines": false,
                                    "is_translator": false,
                                    "listed_count": 259,
                                    "location": "Worldwide",
                                    "media_count": 4667,
                                    "name": "Excel For Freelancers",
                                    "normal_followers_count": 48553,
                                    "pinned_tweet_ids_str": [
                                      "1952864291541139508"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/1108703569073467397/1738918575",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1108703996238168066/vt8kW29__normal.png",
                                    "profile_interstitial_type": "",
                                    "screen_name": "Excel4Freelance",
                                    "statuses_count": 21954,
                                    "translator_type": "none",
                                    "url": "https://t.co/lVPES7Etyu",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "professional": {
                                    "rest_id": "1590689455655899137",
                                    "professional_type": "Business",
                                    "category": [
                                      {
                                        "id": 1009,
                                        "name": "Community",
                                        "icon_name": ""
                                      }
                                    ]
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931048699641450655"
                              ],
                              "editable_until_msecs": "1749236461000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "91",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 18:01:01 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                157
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@emollick Exactly. It's not just about making the models smarter—it's about plugging them into the right tools. That’s where the real transformation happens.",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1108703569073467397",
                              "id_str": "1931048699641450655"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931048699641450655"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931060204810142201",
              "sortIndex": "1953513660563324868",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931060204810142201-tweet-1931060204810142201",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931060204810142201",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxMjM4MDg4NTUyNDM0Mzg4OTky",
                                  "rest_id": "1238088552434388992",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": false,
                                    "created_at": "Thu Mar 12 13:04:55 +0000 2020",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "Founder @OpenRead_HQ | Quantum computing YouTuber",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "bento.me/bensenhsu",
                                            "expanded_url": "https://bento.me/bensenhsu",
                                            "url": "https://t.co/MVGH6elkzy",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 8836,
                                    "followers_count": 2918,
                                    "friends_count": 780,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 34,
                                    "location": "San Francisco",
                                    "media_count": 3382,
                                    "name": "BensenHsu",
                                    "normal_followers_count": 2918,
                                    "pinned_tweet_ids_str": [
                                      "1946560721749426444"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/1238088552434388992/1585716328",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1893394014864322562/AQuoFVsh_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "BensenHsu",
                                    "statuses_count": 4824,
                                    "translator_type": "none",
                                    "url": "https://t.co/MVGH6elkzy",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "professional": {
                                    "rest_id": "1532637474710728704",
                                    "professional_type": "Creator",
                                    "category": [
                                      {
                                        "id": 713,
                                        "name": "Science & Technology",
                                        "icon_name": ""
                                      }
                                    ]
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931060204810142201"
                              ],
                              "editable_until_msecs": "1749239204000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "964",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                            "note_tweet": {
                              "is_expandable": true,
                              "note_tweet_results": {
                                "result": {
                                  "id": "Tm90ZVR3ZWV0OjE5MzEwNjAyMDQ2OTI3NTg1Mjg=",
                                  "text": "Breakdown of the paper:\n\nDoctors who help people with cancer need to look at many different kinds of information, like pictures of the inside of the body and reports about tiny changes in the body. This is hard because there is so much to look at. Scientists are trying to make smart computer helpers to make this easier.\n\nThe smart computer helper was very good at using the tools it was given. It used the right tools almost all the time (87.5% of the time). When the doctors checked what the computer helper said, they found that it was right most of the time (91.0% of the time). It also did a good job of showing where it got its information from (75.5% of the time). When the computer helper used its tools and looked up information, it was much better at helping doctors than the talking robot was by itself. The talking robot by itself was only right about 30.3% of the time, but with the tools, it was right about 87.2% of the time.",
                                  "entity_set": {
                                    "hashtags": [],
                                    "symbols": [],
                                    "urls": [],
                                    "user_mentions": []
                                  },
                                  "richtext": {
                                    "richtext_tags": [
                                      {
                                        "from_index": 0,
                                        "to_index": 23,
                                        "richtext_types": [
                                          "Bold"
                                        ]
                                      }
                                    ]
                                  },
                                  "media": {
                                    "inline_media": []
                                  }
                                }
                              }
                            },
                            "legacy": {
                              "bookmark_count": 9,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 18:46:44 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                288
                              ],
                              "entities": {
                                "hashtags": [],
                                "media": [
                                  {
                                    "display_url": "pic.x.com/FvuBatPjUr",
                                    "expanded_url": "https://x.com/BensenHsu/status/1931060204810142201/photo/1",
                                    "id_str": "1931060166562336768",
                                    "indices": [
                                      289,
                                      312
                                    ],
                                    "media_key": "3_1931060166562336768",
                                    "media_url_https": "https://pbs.twimg.com/media/GsyA_YPa0AA1SUt.jpg",
                                    "type": "photo",
                                    "url": "https://t.co/FvuBatPjUr",
                                    "ext_media_availability": {
                                      "status": "Available"
                                    },
                                    "features": {
                                      "large": {
                                        "faces": [
                                          {
                                            "x": 673,
                                            "y": 315,
                                            "h": 81,
                                            "w": 81
                                          },
                                          {
                                            "x": 1450,
                                            "y": 1349,
                                            "h": 99,
                                            "w": 99
                                          }
                                        ]
                                      },
                                      "medium": {
                                        "faces": [
                                          {
                                            "x": 394,
                                            "y": 184,
                                            "h": 47,
                                            "w": 47
                                          },
                                          {
                                            "x": 849,
                                            "y": 790,
                                            "h": 58,
                                            "w": 58
                                          }
                                        ]
                                      },
                                      "small": {
                                        "faces": [
                                          {
                                            "x": 223,
                                            "y": 104,
                                            "h": 27,
                                            "w": 27
                                          },
                                          {
                                            "x": 481,
                                            "y": 448,
                                            "h": 33,
                                            "w": 33
                                          }
                                        ]
                                      },
                                      "orig": {
                                        "faces": [
                                          {
                                            "x": 973,
                                            "y": 456,
                                            "h": 118,
                                            "w": 118
                                          },
                                          {
                                            "x": 2094,
                                            "y": 1949,
                                            "h": 144,
                                            "w": 144
                                          }
                                        ]
                                      }
                                    },
                                    "sizes": {
                                      "large": {
                                        "h": 2048,
                                        "w": 1928,
                                        "resize": "fit"
                                      },
                                      "medium": {
                                        "h": 1200,
                                        "w": 1129,
                                        "resize": "fit"
                                      },
                                      "small": {
                                        "h": 680,
                                        "w": 640,
                                        "resize": "fit"
                                      },
                                      "thumb": {
                                        "h": 150,
                                        "w": 150,
                                        "resize": "crop"
                                      }
                                    },
                                    "original_info": {
                                      "height": 2958,
                                      "width": 2784,
                                      "focus_rects": [
                                        {
                                          "x": 0,
                                          "y": 0,
                                          "w": 2784,
                                          "h": 1559
                                        },
                                        {
                                          "x": 0,
                                          "y": 0,
                                          "w": 2784,
                                          "h": 2784
                                        },
                                        {
                                          "x": 0,
                                          "y": 0,
                                          "w": 2595,
                                          "h": 2958
                                        },
                                        {
                                          "x": 518,
                                          "y": 0,
                                          "w": 1479,
                                          "h": 2958
                                        },
                                        {
                                          "x": 0,
                                          "y": 0,
                                          "w": 2784,
                                          "h": 2958
                                        }
                                      ]
                                    },
                                    "media_results": {
                                      "result": {
                                        "media_key": "3_1931060166562336768"
                                      }
                                    }
                                  }
                                ],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "extended_entities": {
                                "media": [
                                  {
                                    "display_url": "pic.x.com/FvuBatPjUr",
                                    "expanded_url": "https://x.com/BensenHsu/status/1931060204810142201/photo/1",
                                    "id_str": "1931060166562336768",
                                    "indices": [
                                      289,
                                      312
                                    ],
                                    "media_key": "3_1931060166562336768",
                                    "media_url_https": "https://pbs.twimg.com/media/GsyA_YPa0AA1SUt.jpg",
                                    "type": "photo",
                                    "url": "https://t.co/FvuBatPjUr",
                                    "ext_media_availability": {
                                      "status": "Available"
                                    },
                                    "features": {
                                      "large": {
                                        "faces": [
                                          {
                                            "x": 673,
                                            "y": 315,
                                            "h": 81,
                                            "w": 81
                                          },
                                          {
                                            "x": 1450,
                                            "y": 1349,
                                            "h": 99,
                                            "w": 99
                                          }
                                        ]
                                      },
                                      "medium": {
                                        "faces": [
                                          {
                                            "x": 394,
                                            "y": 184,
                                            "h": 47,
                                            "w": 47
                                          },
                                          {
                                            "x": 849,
                                            "y": 790,
                                            "h": 58,
                                            "w": 58
                                          }
                                        ]
                                      },
                                      "small": {
                                        "faces": [
                                          {
                                            "x": 223,
                                            "y": 104,
                                            "h": 27,
                                            "w": 27
                                          },
                                          {
                                            "x": 481,
                                            "y": 448,
                                            "h": 33,
                                            "w": 33
                                          }
                                        ]
                                      },
                                      "orig": {
                                        "faces": [
                                          {
                                            "x": 973,
                                            "y": 456,
                                            "h": 118,
                                            "w": 118
                                          },
                                          {
                                            "x": 2094,
                                            "y": 1949,
                                            "h": 144,
                                            "w": 144
                                          }
                                        ]
                                      }
                                    },
                                    "sizes": {
                                      "large": {
                                        "h": 2048,
                                        "w": 1928,
                                        "resize": "fit"
                                      },
                                      "medium": {
                                        "h": 1200,
                                        "w": 1129,
                                        "resize": "fit"
                                      },
                                      "small": {
                                        "h": 680,
                                        "w": 640,
                                        "resize": "fit"
                                      },
                                      "thumb": {
                                        "h": 150,
                                        "w": 150,
                                        "resize": "crop"
                                      }
                                    },
                                    "original_info": {
                                      "height": 2958,
                                      "width": 2784,
                                      "focus_rects": [
                                        {
                                          "x": 0,
                                          "y": 0,
                                          "w": 2784,
                                          "h": 1559
                                        },
                                        {
                                          "x": 0,
                                          "y": 0,
                                          "w": 2784,
                                          "h": 2784
                                        },
                                        {
                                          "x": 0,
                                          "y": 0,
                                          "w": 2595,
                                          "h": 2958
                                        },
                                        {
                                          "x": 518,
                                          "y": 0,
                                          "w": 1479,
                                          "h": 2958
                                        },
                                        {
                                          "x": 0,
                                          "y": 0,
                                          "w": 2784,
                                          "h": 2958
                                        }
                                      ]
                                    },
                                    "media_results": {
                                      "result": {
                                        "media_key": "3_1931060166562336768"
                                      }
                                    }
                                  }
                                ]
                              },
                              "favorite_count": 18,
                              "favorited": false,
                              "full_text": "@emollick Breakdown of the paper:\n\nDoctors who help people with cancer need to look at many different kinds of information, like pictures of the inside of the body and reports about tiny changes in the body. This is hard because there is so much to look at. Scientists are trying to make… https://t.co/FvuBatPjUr",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "possibly_sensitive": false,
                              "possibly_sensitive_editable": true,
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 1,
                              "retweeted": false,
                              "user_id_str": "1238088552434388992",
                              "id_str": "1931060204810142201"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931060204810142201"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931067001704685957",
              "sortIndex": "1953513660563324858",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931067001704685957-tweet-1931067001704685957",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931067001704685957",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxNzIwMjYzMw==",
                                  "rest_id": "17202633",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": true,
                                    "created_at": "Thu Nov 06 01:36:34 +0000 2008",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "CTO @GenomOncology #genomics #precisiononcology #nlp",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "imaurer.com",
                                            "expanded_url": "https://imaurer.com/",
                                            "url": "https://t.co/5DsTm0jdrW",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 15108,
                                    "followers_count": 1451,
                                    "friends_count": 1210,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 30,
                                    "location": "Cleveland, OH",
                                    "media_count": 152,
                                    "name": "Ian Maurer 🧬🤖🐍",
                                    "normal_followers_count": 1451,
                                    "pinned_tweet_ids_str": [
                                      "1909392728917492135"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/17202633/1656507357",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1668308062975799326/cFMXSMn6_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "imaurer",
                                    "statuses_count": 1358,
                                    "translator_type": "none",
                                    "url": "https://t.co/5DsTm0jdrW",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "professional": {
                                    "rest_id": "1658954830247866373",
                                    "professional_type": "Creator",
                                    "category": [
                                      {
                                        "id": 715,
                                        "name": "Software Company",
                                        "icon_name": ""
                                      }
                                    ]
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931067001704685957"
                              ],
                              "editable_until_msecs": "1749240825000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "1218",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
                            "quoted_status_result": {
                              "result": {
                                "__typename": "Tweet",
                                "rest_id": "1909392728917492135",
                                "has_birdwatch_notes": false,
                                "core": {
                                  "user_results": {
                                    "result": {
                                      "__typename": "User",
                                      "id": "VXNlcjoxNzIwMjYzMw==",
                                      "rest_id": "17202633",
                                      "affiliates_highlighted_label": {},
                                      "has_graduated_access": true,
                                      "is_blue_verified": true,
                                      "profile_image_shape": "Circle",
                                      "legacy": {
                                        "can_dm": false,
                                        "can_media_tag": true,
                                        "created_at": "Thu Nov 06 01:36:34 +0000 2008",
                                        "default_profile": true,
                                        "default_profile_image": false,
                                        "description": "CTO @GenomOncology #genomics #precisiononcology #nlp",
                                        "entities": {
                                          "description": {
                                            "urls": []
                                          },
                                          "url": {
                                            "urls": [
                                              {
                                                "display_url": "imaurer.com",
                                                "expanded_url": "https://imaurer.com/",
                                                "url": "https://t.co/5DsTm0jdrW",
                                                "indices": [
                                                  0,
                                                  23
                                                ]
                                              }
                                            ]
                                          }
                                        },
                                        "fast_followers_count": 0,
                                        "favourites_count": 15108,
                                        "followers_count": 1451,
                                        "friends_count": 1210,
                                        "has_custom_timelines": true,
                                        "is_translator": false,
                                        "listed_count": 30,
                                        "location": "Cleveland, OH",
                                        "media_count": 152,
                                        "name": "Ian Maurer 🧬🤖🐍",
                                        "normal_followers_count": 1451,
                                        "pinned_tweet_ids_str": [
                                          "1909392728917492135"
                                        ],
                                        "possibly_sensitive": false,
                                        "profile_banner_url": "https://pbs.twimg.com/profile_banners/17202633/1656507357",
                                        "profile_image_url_https": "https://pbs.twimg.com/profile_images/1668308062975799326/cFMXSMn6_normal.jpg",
                                        "profile_interstitial_type": "",
                                        "screen_name": "imaurer",
                                        "statuses_count": 1358,
                                        "translator_type": "none",
                                        "url": "https://t.co/5DsTm0jdrW",
                                        "verified": false,
                                        "want_retweets": false,
                                        "withheld_in_countries": []
                                      },
                                      "professional": {
                                        "rest_id": "1658954830247866373",
                                        "professional_type": "Creator",
                                        "category": [
                                          {
                                            "id": 715,
                                            "name": "Software Company",
                                            "icon_name": ""
                                          }
                                        ]
                                      },
                                      "tipjar_settings": {}
                                    }
                                  }
                                },
                                "unmention_data": {},
                                "edit_control": {
                                  "edit_tweet_ids": [
                                    "1909392728917492135"
                                  ],
                                  "editable_until_msecs": "1744073276000",
                                  "is_edit_eligible": false,
                                  "edits_remaining": "5"
                                },
                                "is_translatable": false,
                                "views": {
                                  "count": "28853",
                                  "state": "EnabledWithCount"
                                },
                                "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                                "legacy": {
                                  "bookmark_count": 62,
                                  "bookmarked": false,
                                  "created_at": "Mon Apr 07 23:47:56 +0000 2025",
                                  "conversation_id_str": "1909392728917492135",
                                  "display_text_range": [
                                    0,
                                    164
                                  ],
                                  "entities": {
                                    "hashtags": [],
                                    "media": [
                                      {
                                        "display_url": "pic.x.com/yGCNoJb3Au",
                                        "expanded_url": "https://x.com/imaurer/status/1909392728917492135/photo/1",
                                        "id_str": "1909390736342020096",
                                        "indices": [
                                          165,
                                          188
                                        ],
                                        "media_key": "3_1909390736342020096",
                                        "media_url_https": "https://pbs.twimg.com/media/Gn-EwiEWcAAv03D.jpg",
                                        "type": "photo",
                                        "url": "https://t.co/yGCNoJb3Au",
                                        "ext_media_availability": {
                                          "status": "Available"
                                        },
                                        "features": {
                                          "large": {
                                            "faces": []
                                          },
                                          "medium": {
                                            "faces": []
                                          },
                                          "small": {
                                            "faces": []
                                          },
                                          "orig": {
                                            "faces": []
                                          }
                                        },
                                        "sizes": {
                                          "large": {
                                            "h": 1164,
                                            "w": 1070,
                                            "resize": "fit"
                                          },
                                          "medium": {
                                            "h": 1164,
                                            "w": 1070,
                                            "resize": "fit"
                                          },
                                          "small": {
                                            "h": 680,
                                            "w": 625,
                                            "resize": "fit"
                                          },
                                          "thumb": {
                                            "h": 150,
                                            "w": 150,
                                            "resize": "crop"
                                          }
                                        },
                                        "original_info": {
                                          "height": 1164,
                                          "width": 1070,
                                          "focus_rects": [
                                            {
                                              "x": 0,
                                              "y": 0,
                                              "w": 1070,
                                              "h": 599
                                            },
                                            {
                                              "x": 0,
                                              "y": 0,
                                              "w": 1070,
                                              "h": 1070
                                            },
                                            {
                                              "x": 25,
                                              "y": 0,
                                              "w": 1021,
                                              "h": 1164
                                            },
                                            {
                                              "x": 244,
                                              "y": 0,
                                              "w": 582,
                                              "h": 1164
                                            },
                                            {
                                              "x": 0,
                                              "y": 0,
                                              "w": 1070,
                                              "h": 1164
                                            }
                                          ]
                                        },
                                        "media_results": {
                                          "result": {
                                            "media_key": "3_1909390736342020096"
                                          }
                                        }
                                      }
                                    ],
                                    "symbols": [],
                                    "timestamps": [],
                                    "urls": [],
                                    "user_mentions": []
                                  },
                                  "extended_entities": {
                                    "media": [
                                      {
                                        "display_url": "pic.x.com/yGCNoJb3Au",
                                        "expanded_url": "https://x.com/imaurer/status/1909392728917492135/photo/1",
                                        "id_str": "1909390736342020096",
                                        "indices": [
                                          165,
                                          188
                                        ],
                                        "media_key": "3_1909390736342020096",
                                        "media_url_https": "https://pbs.twimg.com/media/Gn-EwiEWcAAv03D.jpg",
                                        "type": "photo",
                                        "url": "https://t.co/yGCNoJb3Au",
                                        "ext_media_availability": {
                                          "status": "Available"
                                        },
                                        "features": {
                                          "large": {
                                            "faces": []
                                          },
                                          "medium": {
                                            "faces": []
                                          },
                                          "small": {
                                            "faces": []
                                          },
                                          "orig": {
                                            "faces": []
                                          }
                                        },
                                        "sizes": {
                                          "large": {
                                            "h": 1164,
                                            "w": 1070,
                                            "resize": "fit"
                                          },
                                          "medium": {
                                            "h": 1164,
                                            "w": 1070,
                                            "resize": "fit"
                                          },
                                          "small": {
                                            "h": 680,
                                            "w": 625,
                                            "resize": "fit"
                                          },
                                          "thumb": {
                                            "h": 150,
                                            "w": 150,
                                            "resize": "crop"
                                          }
                                        },
                                        "original_info": {
                                          "height": 1164,
                                          "width": 1070,
                                          "focus_rects": [
                                            {
                                              "x": 0,
                                              "y": 0,
                                              "w": 1070,
                                              "h": 599
                                            },
                                            {
                                              "x": 0,
                                              "y": 0,
                                              "w": 1070,
                                              "h": 1070
                                            },
                                            {
                                              "x": 25,
                                              "y": 0,
                                              "w": 1021,
                                              "h": 1164
                                            },
                                            {
                                              "x": 244,
                                              "y": 0,
                                              "w": 582,
                                              "h": 1164
                                            },
                                            {
                                              "x": 0,
                                              "y": 0,
                                              "w": 1070,
                                              "h": 1164
                                            }
                                          ]
                                        },
                                        "media_results": {
                                          "result": {
                                            "media_key": "3_1909390736342020096"
                                          }
                                        }
                                      }
                                    ]
                                  },
                                  "favorite_count": 59,
                                  "favorited": false,
                                  "full_text": "Announcing BioMCP, a biomedical research MCP server that wraps public APIs for clinical trials, pubmed articles and genomic variants.\n\nMIT license, more info below. https://t.co/yGCNoJb3Au",
                                  "is_quote_status": false,
                                  "lang": "en",
                                  "possibly_sensitive": false,
                                  "possibly_sensitive_editable": true,
                                  "quote_count": 4,
                                  "reply_count": 8,
                                  "retweet_count": 12,
                                  "retweeted": false,
                                  "user_id_str": "17202633",
                                  "id_str": "1909392728917492135"
                                }
                              }
                            },
                            "legacy": {
                              "bookmark_count": 7,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 19:13:45 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                221
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [
                                  {
                                    "display_url": "x.com/imaurer/status…",
                                    "expanded_url": "https://x.com/imaurer/status/1909392728917492135?s=46",
                                    "url": "https://t.co/3PZK6jpoHJ",
                                    "indices": [
                                      198,
                                      221
                                    ]
                                  }
                                ],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 16,
                              "favorited": false,
                              "full_text": "@emollick We provide knowledge graph APIs for precision oncology (genomics + cancer) for nearly 1/3 rd of NCI designated cancer centers. \n\nConverting them to MCPs. \n\nOpen source demo version here:\n\nhttps://t.co/3PZK6jpoHJ",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": true,
                              "lang": "en",
                              "possibly_sensitive": false,
                              "possibly_sensitive_editable": true,
                              "quote_count": 0,
                              "quoted_status_id_str": "1909392728917492135",
                              "quoted_status_permalink": {
                                "url": "https://t.co/3PZK6jpoHJ",
                                "expanded": "https://x.com/imaurer/status/1909392728917492135?s=46",
                                "display": "x.com/imaurer/status…"
                              },
                              "reply_count": 0,
                              "retweet_count": 1,
                              "retweeted": false,
                              "user_id_str": "17202633",
                              "id_str": "1931067001704685957"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931067001704685957"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931044371819807195",
              "sortIndex": "1953513660563324848",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931044371819807195-tweet-1931044371819807195",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931044371819807195",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjo5NjgxNjUzNQ==",
                                  "rest_id": "96816535",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": true,
                                    "can_media_tag": false,
                                    "created_at": "Mon Dec 14 18:47:41 +0000 2009",
                                    "default_profile": false,
                                    "default_profile_image": false,
                                    "description": "",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 6225,
                                    "followers_count": 169,
                                    "friends_count": 218,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 1,
                                    "location": "",
                                    "media_count": 50,
                                    "name": "Boyplunger",
                                    "normal_followers_count": 169,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1278319637189529601/sFpnw--N_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "boyplunger_com",
                                    "statuses_count": 2210,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931044371819807195"
                              ],
                              "editable_until_msecs": "1749235429000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "1161",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/android\" rel=\"nofollow\">Twitter for Android</a>",
                            "legacy": {
                              "bookmark_count": 1,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 17:43:49 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                147
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 14,
                              "favorited": false,
                              "full_text": "@emollick Just like when we began connecting static html pages to databases decades ago. Internet exploded. Same will happen with this integration.",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "96816535",
                              "id_str": "1931044371819807195"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931044371819807195"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931026289852403790",
              "sortIndex": "1953513660563324838",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931026289852403790-tweet-1931026289852403790",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931026289852403790",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjozNDMzNzY3OTMz",
                                  "rest_id": "3433767933",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": true,
                                    "created_at": "Fri Aug 21 04:47:48 +0000 2015",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "Applied math.\n\nI dream of space elevators, solar, fire rainbows.\n\nI ❤ information theory, graphs and eschatology.\n\nMy shibboleths are empty spaces.",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "mentalbeam.ai",
                                            "expanded_url": "https://mentalbeam.ai",
                                            "url": "https://t.co/Hmhg2ufHy2",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 21107,
                                    "followers_count": 535,
                                    "friends_count": 535,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 2,
                                    "location": "Rapa Nui",
                                    "media_count": 949,
                                    "name": "Pale Blue Mediocrity",
                                    "normal_followers_count": 535,
                                    "pinned_tweet_ids_str": [
                                      "1904766184299299152"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/3433767933/1746315412",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1914413723759837184/m6Ic46gq_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "MatveyShishov",
                                    "statuses_count": 7231,
                                    "translator_type": "none",
                                    "url": "https://t.co/Hmhg2ufHy2",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931026289852403790"
                              ],
                              "editable_until_msecs": "1749231118000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "1318",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                            "legacy": {
                              "bookmark_count": 2,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 16:31:58 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                196
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 4,
                              "favorited": false,
                              "full_text": "@emollick I've been trying to use them this way, but it's too inconsistent at high T and too dumb at low T.\nUnless we fix that - I don't see integration happening outside of low quality use cases.",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 1,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "3433767933",
                              "id_str": "1931026289852403790"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931026289852403790"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931078399864230113",
              "sortIndex": "1953513660563324828",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931078399864230113-tweet-1931078399864230113",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931078399864230113",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxMjg4OTA5NjIzNjUxNTMyODAy",
                                  "rest_id": "1288909623651532802",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": true,
                                    "created_at": "Thu Jul 30 18:49:47 +0000 2020",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "crypto class of 2013 | @AvaLabs🔺 | @Georgetown",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 9877,
                                    "followers_count": 343,
                                    "friends_count": 650,
                                    "has_custom_timelines": false,
                                    "is_translator": false,
                                    "listed_count": 3,
                                    "location": "San Diego, CA",
                                    "media_count": 92,
                                    "name": "Finn",
                                    "normal_followers_count": 343,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/1288909623651532802/1751387614",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1940077181125693440/5Cdx_7PZ_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "sna1ph",
                                    "statuses_count": 638,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931078399864230113"
                              ],
                              "editable_until_msecs": "1749243542000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "64",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 19:59:02 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                19,
                                166
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  },
                                  {
                                    "id_str": "5844102",
                                    "name": "Joe Cole - e/acc",
                                    "screen_name": "joecole",
                                    "indices": [
                                      10,
                                      18
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 2,
                              "favorited": false,
                              "full_text": "@emollick @joecole This is wild. Makes you wonder how many other domains we’ve underestimated LLMs in simply because we haven’t plugged them into the right tools yet.",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1288909623651532802",
                              "id_str": "1931078399864230113"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931078399864230113"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931044535691567259",
              "sortIndex": "1953513660563324818",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931044535691567259-tweet-1931044535691567259",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931044535691567259",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxMTA2ODk2NjA4",
                                  "rest_id": "1106896608",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": true,
                                    "can_media_tag": true,
                                    "created_at": "Sun Jan 20 18:12:01 +0000 2013",
                                    "default_profile": false,
                                    "default_profile_image": false,
                                    "description": "If my crazy excites your curiosity, welcome home. Awaken the Core. illuminate the Quiet. Follow/RT ≠ endorsement. •",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 112374,
                                    "followers_count": 11457,
                                    "friends_count": 8790,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 144,
                                    "location": "Colorado, USA",
                                    "media_count": 4713,
                                    "name": "Kirk Patrick Miller",
                                    "normal_followers_count": 11457,
                                    "pinned_tweet_ids_str": [
                                      "1945230800754024701"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/1106896608/1597277479",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1588271958184976384/6n17yrEF_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "Chaos2Cured",
                                    "statuses_count": 65725,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "professional": {
                                    "rest_id": "1540940991829405696",
                                    "professional_type": "Creator",
                                    "category": [
                                      {
                                        "id": 477,
                                        "name": "Professional Services",
                                        "icon_name": ""
                                      }
                                    ]
                                  },
                                  "tipjar_settings": {
                                    "is_enabled": true,
                                    "venmo_handle": "kirkpatrickmiller"
                                  }
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931044535691567259"
                              ],
                              "editable_until_msecs": "1749235469000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "763",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 17:44:29 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                13
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 1,
                              "favorited": false,
                              "full_text": "@emollick 🙏 •",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "und",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1106896608",
                              "id_str": "1931044535691567259"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931044535691567259"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931040015544709507",
              "sortIndex": "1953513660563324808",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931040015544709507-tweet-1931040015544709507",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931040015544709507",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjo4MTkxMDA2NDczMjQ4NjQ1MTI=",
                                  "rest_id": "819100647324864512",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": true,
                                    "can_media_tag": true,
                                    "created_at": "Wed Jan 11 08:36:27 +0000 2017",
                                    "default_profile": false,
                                    "default_profile_image": false,
                                    "description": "designing a future with ai, aesthetics and empathy\n\nai assistant that truly knows you: https://t.co/MSeOYDPg49",
                                    "entities": {
                                      "description": {
                                        "urls": [
                                          {
                                            "display_url": "petals.chat",
                                            "expanded_url": "https://petals.chat",
                                            "url": "https://t.co/MSeOYDPg49",
                                            "indices": [
                                              87,
                                              110
                                            ]
                                          }
                                        ]
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "samyn.co",
                                            "expanded_url": "https://samyn.co/",
                                            "url": "https://t.co/2lzU0PYbWY",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 5382,
                                    "followers_count": 379,
                                    "friends_count": 969,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 6,
                                    "location": "",
                                    "media_count": 510,
                                    "name": "Marcel Samyn",
                                    "normal_followers_count": 379,
                                    "pinned_tweet_ids_str": [
                                      "1880665588286341408"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/819100647324864512/1731481674",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1856595069194719232/SmHZmBPd_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "marcelsamyn",
                                    "statuses_count": 6148,
                                    "translator_type": "none",
                                    "url": "https://t.co/2lzU0PYbWY",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "professional": {
                                    "rest_id": "1549033432595972098",
                                    "professional_type": "Creator",
                                    "category": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931040015544709507"
                              ],
                              "editable_until_msecs": "1749234391000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "469",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 17:26:31 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                42
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 1,
                              "favorited": false,
                              "full_text": "@emollick All you need is Gemini 2.0 Flash",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "819100647324864512",
                              "id_str": "1931040015544709507"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931040015544709507"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931067507093508561",
              "sortIndex": "1953513660563324798",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931067507093508561-tweet-1931067507093508561",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931067507093508561",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjo3Njk3Nzky",
                                  "rest_id": "7697792",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": true,
                                    "can_media_tag": true,
                                    "created_at": "Tue Jul 24 23:34:26 +0000 2007",
                                    "default_profile": false,
                                    "default_profile_image": false,
                                    "description": " Design | Angel Investor @ https://t.co/rYUP2OGmCY | Alum at @Stanford",
                                    "entities": {
                                      "description": {
                                        "urls": [
                                          {
                                            "display_url": "pixelbloomcapital.com",
                                            "expanded_url": "https://www.pixelbloomcapital.com/",
                                            "url": "https://t.co/rYUP2OGmCY",
                                            "indices": [
                                              28,
                                              51
                                            ]
                                          }
                                        ]
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "pixelbloomcapital.com",
                                            "expanded_url": "https://www.pixelbloomcapital.com/",
                                            "url": "https://t.co/rYUP2OGmCY",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 8225,
                                    "followers_count": 576,
                                    "friends_count": 713,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 41,
                                    "location": "",
                                    "media_count": 233,
                                    "name": "Jaireh angel invests in big ideas 🦥",
                                    "normal_followers_count": 576,
                                    "pinned_tweet_ids_str": [
                                      "1923092519900020916"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/7697792/1671157344",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1603851908094996481/yPkdY9Ya_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "exuberantfool",
                                    "statuses_count": 7797,
                                    "translator_type": "none",
                                    "url": "https://t.co/rYUP2OGmCY",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931067507093508561"
                              ],
                              "editable_until_msecs": "1749240945000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "338",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                            "legacy": {
                              "bookmark_count": 1,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 19:15:45 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                163
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 1,
                              "favorited": false,
                              "full_text": "@emollick What other high-stakes fields might see a similar leap just by wiring LLMs into the right systems not with better models, just better context and access?",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "7697792",
                              "id_str": "1931067507093508561"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931067507093508561"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931076860710187281",
              "sortIndex": "1953513660563324788",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931076860710187281-tweet-1931076860710187281",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931076860710187281",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxNTI3Mzc2NjEwNTk2MzcyNDgw",
                                  "rest_id": "1527376610596372480",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": true,
                                    "can_media_tag": true,
                                    "created_at": "Thu May 19 20:02:23 +0000 2022",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "brain size matters",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 98349,
                                    "followers_count": 962,
                                    "friends_count": 680,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 6,
                                    "location": "murica",
                                    "media_count": 202,
                                    "name": "Chris Wall",
                                    "normal_followers_count": 962,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1931940708161622016/pcXYIFV4_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "Chris65536",
                                    "statuses_count": 14853,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931076860710187281"
                              ],
                              "editable_until_msecs": "1749243175000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "483",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/android\" rel=\"nofollow\">Twitter for Android</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 19:52:55 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                13
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@emollick wow",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "und",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1527376610596372480",
                              "id_str": "1931076860710187281"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931076860710187281"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931090138236690912",
              "sortIndex": "1953513660563324778",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931090138236690912-tweet-1931090138236690912",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931090138236690912",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjo5MzUwNTMwNDUyMzAxNjE5MjA=",
                                  "rest_id": "935053045230161920",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": true,
                                    "created_at": "Mon Nov 27 07:49:53 +0000 2017",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "radiancegen.com",
                                            "expanded_url": "https://radiancegen.com",
                                            "url": "https://t.co/CIRwN0ZhL4",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 14835,
                                    "followers_count": 51,
                                    "friends_count": 182,
                                    "has_custom_timelines": false,
                                    "is_translator": false,
                                    "listed_count": 0,
                                    "location": "San Francisco",
                                    "media_count": 5,
                                    "name": "Ivan Zarudny",
                                    "normal_followers_count": 51,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/935053045230161920/1700993844",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1728719419973795840/afgyynPy_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "ivzaroo0912",
                                    "statuses_count": 59,
                                    "translator_type": "none",
                                    "url": "https://t.co/CIRwN0ZhL4",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931090138236690912"
                              ],
                              "editable_until_msecs": "1749246341000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "101",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 20:45:41 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                129
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@emollick Humans became who we are because of the tools, so it’s not surprising that the same universal principle applies to LLMs",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "935053045230161920",
                              "id_str": "1931090138236690912"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931090138236690912"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931022321810296963",
              "sortIndex": "1953513660563324768",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931022321810296963-tweet-1931022321810296963",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931022321810296963",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxNzkzODc0Nw==",
                                  "rest_id": "17938747",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": true,
                                    "created_at": "Sun Dec 07 09:00:18 +0000 2008",
                                    "default_profile": false,
                                    "default_profile_image": false,
                                    "description": "geek at large. make things work (well), hater of crufty code, firefighter, chikki eater",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "gist.github.com/deepak",
                                            "expanded_url": "https://gist.github.com/deepak",
                                            "url": "https://t.co/epTOyTPyws",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 30484,
                                    "followers_count": 433,
                                    "friends_count": 2743,
                                    "has_custom_timelines": false,
                                    "is_translator": false,
                                    "listed_count": 19,
                                    "location": "Bangalore, India",
                                    "media_count": 31,
                                    "name": "deepak_kannan",
                                    "normal_followers_count": 433,
                                    "pinned_tweet_ids_str": [
                                      "1942955485055057962"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/2537659966/iaft6ikjfp3mm5sm0qtd_normal.jpeg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "_dkannan",
                                    "statuses_count": 4653,
                                    "translator_type": "none",
                                    "url": "https://t.co/epTOyTPyws",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931022321810296963"
                              ],
                              "editable_until_msecs": "1749230172000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "427",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 16:16:12 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                187
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@emollick Why did big companies hire so many people when LLM’s were not popular ? And why did they start firing so many people later ? (after spending so much time and effort hiring them)",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "17938747",
                              "id_str": "1931022321810296963"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931022321810296963"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931383284392464874",
              "sortIndex": "1953513660563324758",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931383284392464874-tweet-1931383284392464874",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931383284392464874",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxNDQ5NjA0NzE3MDM4ODI1NDc3",
                                  "rest_id": "1449604717038825477",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": true,
                                    "created_at": "Sun Oct 17 05:14:53 +0000 2021",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "Building: https://t.co/BnHhCVVuMm | Fun @ https://t.co/q7J3gIRJjW | Vibe fashion @ https://t.co/Sl1X6eOkEp | Founder, @deepcastfm @fernish Day 1 @amazon MP3",
                                    "entities": {
                                      "description": {
                                        "urls": [
                                          {
                                            "display_url": "promptyield.com",
                                            "expanded_url": "https://promptyield.com",
                                            "url": "https://t.co/BnHhCVVuMm",
                                            "indices": [
                                              10,
                                              33
                                            ]
                                          },
                                          {
                                            "display_url": "lucasdickey.com",
                                            "expanded_url": "http://lucasdickey.com",
                                            "url": "https://t.co/q7J3gIRJjW",
                                            "indices": [
                                              42,
                                              65
                                            ]
                                          },
                                          {
                                            "display_url": "a-ok.shop",
                                            "expanded_url": "https://a-ok.shop",
                                            "url": "https://t.co/Sl1X6eOkEp",
                                            "indices": [
                                              83,
                                              106
                                            ]
                                          }
                                        ]
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "lucasdickey.com",
                                            "expanded_url": "https://lucasdickey.com",
                                            "url": "https://t.co/NDYs26Zvmk",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 16640,
                                    "followers_count": 673,
                                    "friends_count": 2403,
                                    "has_custom_timelines": false,
                                    "is_translator": false,
                                    "listed_count": 4,
                                    "location": "Los Angeles, CA",
                                    "media_count": 451,
                                    "name": "Lucas Dickey",
                                    "normal_followers_count": 673,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/1449604717038825477/1746227582",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1918410886760607744/2uNSE2QN_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "LucasDickey4",
                                    "statuses_count": 5581,
                                    "translator_type": "none",
                                    "url": "https://t.co/NDYs26Zvmk",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "professional": {
                                    "rest_id": "1761588796125274148",
                                    "professional_type": "Creator",
                                    "category": [
                                      {
                                        "id": 15,
                                        "name": "Entertainment & Recreation",
                                        "icon_name": ""
                                      }
                                    ]
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931383284392464874"
                              ],
                              "editable_until_msecs": "1749316233000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "75",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/android\" rel=\"nofollow\">Twitter for Android</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Sat Jun 07 16:10:33 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                17
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@emollick MCP FTW",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1449604717038825477",
                              "id_str": "1931383284392464874"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931383284392464874"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931241816155984017",
              "sortIndex": "1953513660563324748",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931241816155984017-tweet-1931241816155984017",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931241816155984017",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjozODk5ODkzMTM=",
                                  "rest_id": "389989313",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": false,
                                    "created_at": "Thu Oct 13 09:07:06 +0000 2011",
                                    "default_profile": false,
                                    "default_profile_image": false,
                                    "description": "Thinking about tech, business, philosophy and sometimes unhinged useless ideas, coz why not? e/acc ftw\n\nEngg @Airbnb #math #compsci #AI\nAlma @BITSPilani",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 369,
                                    "followers_count": 53,
                                    "friends_count": 670,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 0,
                                    "location": "",
                                    "media_count": 15,
                                    "name": "Khalid",
                                    "normal_followers_count": 53,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1921643227461173248/3QWbaCWb_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "_KhalidRmb",
                                    "statuses_count": 437,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "professional": {
                                    "rest_id": "1883942743006929319",
                                    "professional_type": "Creator",
                                    "category": [
                                      {
                                        "id": 713,
                                        "name": "Science & Technology",
                                        "icon_name": ""
                                      }
                                    ]
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931241816155984017"
                              ],
                              "editable_until_msecs": "1749282504000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "166",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/android\" rel=\"nofollow\">Twitter for Android</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Sat Jun 07 06:48:24 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                133
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@emollick Yes, there's a decade worths progress simply through integrations &amp; prompt engineering if the benchmarks plateau today!",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "389989313",
                              "id_str": "1931241816155984017"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931241816155984017"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931021674284990563",
              "sortIndex": "1953513660563324738",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931021674284990563-tweet-1931021674284990563",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931021674284990563",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjozMDk2NjY3OTQy",
                                  "rest_id": "3096667942",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": true,
                                    "can_media_tag": false,
                                    "created_at": "Thu Mar 19 12:06:46 +0000 2015",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "Kundi K Music Apple music = https://t.co/EOHyQvlvir Youtube Music = https://t.co/QI8yxZXNh5",
                                    "entities": {
                                      "description": {
                                        "urls": [
                                          {
                                            "display_url": "music.apple.com/za/album/after…",
                                            "expanded_url": "https://music.apple.com/za/album/after-tears/18164",
                                            "url": "https://t.co/EOHyQvlvir",
                                            "indices": [
                                              28,
                                              51
                                            ]
                                          },
                                          {
                                            "display_url": "music.youtube.com/playlist?list=…",
                                            "expanded_url": "https://music.youtube.com/playlist?list=OLAK5uy_lxtTv2vmjDb_dcS",
                                            "url": "https://t.co/QI8yxZXNh5",
                                            "indices": [
                                              68,
                                              91
                                            ]
                                          }
                                        ]
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "igioqtzt.manus.space",
                                            "expanded_url": "https://igioqtzt.manus.space/",
                                            "url": "https://t.co/fg9CvIY2NU",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 2010,
                                    "followers_count": 309,
                                    "friends_count": 755,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 3,
                                    "location": "Global - ghostwriting ",
                                    "media_count": 700,
                                    "name": "Kundi_K_music",
                                    "normal_followers_count": 309,
                                    "pinned_tweet_ids_str": [
                                      "1934290668211274145"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1898501478383300608/lPtRT07a_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "kundi_k_music",
                                    "statuses_count": 5599,
                                    "translator_type": "none",
                                    "url": "https://t.co/fg9CvIY2NU",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "professional": {
                                    "rest_id": "1481156883809452036",
                                    "professional_type": "Creator",
                                    "category": [
                                      {
                                        "id": 477,
                                        "name": "Professional Services",
                                        "icon_name": ""
                                      }
                                    ]
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931021674284990563"
                              ],
                              "editable_until_msecs": "1749230018000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "38",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 16:13:38 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                100
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  },
                                  {
                                    "id_str": "1720665183188922368",
                                    "name": "Grok",
                                    "screen_name": "grok",
                                    "indices": [
                                      10,
                                      15
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@emollick @grok What kind of tools can we give llms to make them better within strategy and finance?",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 1,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "3096667942",
                              "id_str": "1931021674284990563"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931021674284990563",
                      "1931022509400563749"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931063597414907952",
              "sortIndex": "1953513660563324728",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931063597414907952-tweet-1931063597414907952",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931063597414907952",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxNzM0MzgxNTE0NTU1NjEzMTg0",
                                  "rest_id": "1734381514555613184",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": false,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": true,
                                    "created_at": "Tue Dec 12 01:16:16 +0000 2023",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 12067,
                                    "followers_count": 121,
                                    "friends_count": 48,
                                    "has_custom_timelines": false,
                                    "is_translator": false,
                                    "listed_count": 0,
                                    "location": "United States",
                                    "media_count": 13,
                                    "name": "Volunteer Sanity",
                                    "normal_followers_count": 121,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1880692787265323009/A6nn9ypB_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "Coveyinfluenced",
                                    "statuses_count": 1031,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931063597414907952"
                              ],
                              "editable_until_msecs": "1749240013000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "125",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 19:00:13 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                20,
                                106
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  },
                                  {
                                    "id_str": "1559556660640849921",
                                    "name": "~~datahazard~~",
                                    "screen_name": "fentasyl",
                                    "indices": [
                                      10,
                                      19
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 5,
                              "favorited": false,
                              "full_text": "@emollick @fentasyl AI will do more to reduce the cost of healthcare than anything we’ve seen prior to it.",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1734381514555613184",
                              "id_str": "1931063597414907952"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931063597414907952"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931203429629636996",
              "sortIndex": "1953513660563324718",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931203429629636996-tweet-1931203429629636996",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931203429629636996",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjo5ODgzNjUwMDMwMzk0MTIyMjQ=",
                                  "rest_id": "988365003039412224",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": false,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": true,
                                    "can_media_tag": false,
                                    "created_at": "Mon Apr 23 10:32:34 +0000 2018",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "💾 | ⚙️ | Nerd. Netizen. Engineer. Wanderer. Hydra. オタク。ネット民。技術者。放浪者。大蛇。",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "draggador.github.io",
                                            "expanded_url": "https://draggador.github.io/",
                                            "url": "https://t.co/YVqKipO60N",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 46487,
                                    "followers_count": 323,
                                    "friends_count": 5578,
                                    "has_custom_timelines": false,
                                    "is_translator": false,
                                    "listed_count": 0,
                                    "location": "世界的",
                                    "media_count": 135,
                                    "name": "JéJé(draggador)",
                                    "normal_followers_count": 323,
                                    "pinned_tweet_ids_str": [
                                      "1724505370406907969"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/988365003039412224/1715683413",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1402591257973575685/GSUNH6oh_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "draggador",
                                    "statuses_count": 9635,
                                    "translator_type": "none",
                                    "url": "https://t.co/YVqKipO60N",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931203429629636996"
                              ],
                              "editable_until_msecs": "1749273352000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "55",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/android\" rel=\"nofollow\">Twitter for Android</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Sat Jun 07 04:15:52 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                21
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  },
                                  {
                                    "id_str": "1618922140400766979",
                                    "name": "A",
                                    "screen_name": "HedronBlue",
                                    "indices": [
                                      10,
                                      21
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 1,
                              "favorited": false,
                              "full_text": "@emollick @HedronBlue",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "qam",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "988365003039412224",
                              "id_str": "1931203429629636996"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931203429629636996"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931055682436165859",
              "sortIndex": "1953513660563324708",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931055682436165859-tweet-1931055682436165859",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931055682436165859",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoyNDMxMjc2Mg==",
                                  "rest_id": "24312762",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": false,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": false,
                                    "created_at": "Sat Mar 14 02:39:20 +0000 2009",
                                    "default_profile": false,
                                    "default_profile_image": false,
                                    "description": "maker | creative technologist | technological thaumaturgist | meta af | teehee/acc",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 10692,
                                    "followers_count": 296,
                                    "friends_count": 537,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 12,
                                    "location": "Jersey City, NJ",
                                    "media_count": 395,
                                    "name": "8circuits",
                                    "normal_followers_count": 296,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/24312762/1524945071",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/999011873302298625/giUhOiLw_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "ryoshu",
                                    "statuses_count": 8162,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931055682436165859"
                              ],
                              "editable_until_msecs": "1749238126000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "142",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 18:28:46 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                72
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 1,
                              "favorited": false,
                              "full_text": "@emollick Yes. There's a decade's worth of work to do with current SOTA.",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "24312762",
                              "id_str": "1931055682436165859"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931055682436165859"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931522566868672925",
              "sortIndex": "1953513660563324698",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931522566868672925-tweet-1931522566868672925",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931522566868672925",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxODUwODg5MDE5NTg2MTg3MjY0",
                                  "rest_id": "1850889019586187264",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": false,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": true,
                                    "created_at": "Mon Oct 28 13:15:17 +0000 2024",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 3,
                                    "followers_count": 29,
                                    "friends_count": 69,
                                    "has_custom_timelines": false,
                                    "is_translator": false,
                                    "listed_count": 0,
                                    "location": "",
                                    "media_count": 0,
                                    "name": "Namine Hikari",
                                    "normal_followers_count": 29,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1920776918808371200/ZJVH66rk_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "NamineHi",
                                    "statuses_count": 51,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931522566868672925"
                              ],
                              "editable_until_msecs": "1749349440000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "16",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Sun Jun 08 01:24:00 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                24
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  },
                                  {
                                    "id_str": "1835606127842607104",
                                    "name": "Mirra",
                                    "screen_name": "MirraTerminal",
                                    "indices": [
                                      10,
                                      24
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@emollick @MirraTerminal",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "qam",
                              "quote_count": 0,
                              "reply_count": 2,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1850889019586187264",
                              "id_str": "1931522566868672925"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931522566868672925"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931163004529492124",
              "sortIndex": "1953513660563324688",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931163004529492124-tweet-1931163004529492124",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931163004529492124",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxOTEwMTU5NDA0MDg0OTUzMDg5",
                                  "rest_id": "1910159404084953089",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": false,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": true,
                                    "created_at": "Thu Apr 10 02:34:41 +0000 2025",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 47,
                                    "followers_count": 1,
                                    "friends_count": 9,
                                    "has_custom_timelines": false,
                                    "is_translator": false,
                                    "listed_count": 0,
                                    "location": "",
                                    "media_count": 0,
                                    "name": "tsgzadf",
                                    "normal_followers_count": 1,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1910159521265442817/e-WRtAB7_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "tsgzadf14115",
                                    "statuses_count": 91,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931163004529492124"
                              ],
                              "editable_until_msecs": "1749263714000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": true,
                            "views": {
                              "count": "55",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Sat Jun 07 01:35:14 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                30
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@emollick 今になって本当の狙いがわかるのですが。…",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "ja",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1910159404084953089",
                              "id_str": "1931163004529492124"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931163004529492124"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931054067561996616",
              "sortIndex": "1953513660563324678",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931054067561996616-tweet-1931054067561996616",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931054067561996616",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoyMTU4NTQ4OTg2",
                                  "rest_id": "2158548986",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": false,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": true,
                                    "created_at": "Sun Oct 27 09:44:07 +0000 2013",
                                    "default_profile": false,
                                    "default_profile_image": false,
                                    "description": "Tutkija (FT), ex-hyppääjä. Tiede | Teknologia | Urheilu | Politiikka. #Olympian #kokoomus ☕️ 🎧 🎮",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "instagram.com/oskutorro?igsh…",
                                            "expanded_url": "https://instagram.com/oskutorro?igshid=YmMyMTA2M2Y=",
                                            "url": "https://t.co/U4CDkA0EKO",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 39408,
                                    "followers_count": 3148,
                                    "friends_count": 3192,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 40,
                                    "location": "",
                                    "media_count": 850,
                                    "name": "Osku Torro",
                                    "normal_followers_count": 3148,
                                    "pinned_tweet_ids_str": [
                                      "532307755164770305"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/2158548986/1676390736",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1574280830909915136/d6k3xfDb_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "OskuTorro",
                                    "statuses_count": 20360,
                                    "translator_type": "none",
                                    "url": "https://t.co/U4CDkA0EKO",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931054067561996616"
                              ],
                              "editable_until_msecs": "1749237741000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "236",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 18:22:21 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                244
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@emollick Current capabilities are already remarkable. Even just simple data retrieval and enrichment is an incredibly valuable use case. We are studying automation in the construction supply chain. There’s tremendous multi-billion $ potential.",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "2158548986",
                              "id_str": "1931054067561996616"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931054067561996616"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931158793531850809",
              "sortIndex": "1953513660563324668",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931158793531850809-tweet-1931158793531850809",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931158793531850809",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjo0Nzk0OTMyNjEx",
                                  "rest_id": "4794932611",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": false,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": false,
                                    "created_at": "Thu Jan 21 20:38:35 +0000 2016",
                                    "default_profile": true,
                                    "default_profile_image": true,
                                    "description": "",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 279,
                                    "followers_count": 162,
                                    "friends_count": 4290,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 0,
                                    "location": "",
                                    "media_count": 0,
                                    "name": "George Dorn",
                                    "normal_followers_count": 162,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_image_url_https": "https://abs.twimg.com/sticky/default_profile_images/default_profile_normal.png",
                                    "profile_interstitial_type": "",
                                    "screen_name": "gdoLDD",
                                    "statuses_count": 6815,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931158793531850809"
                              ],
                              "editable_until_msecs": "1749262710000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "64",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Sat Jun 07 01:18:30 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                33
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  },
                                  {
                                    "id_str": "895814938995957760",
                                    "name": "Thread Reader App",
                                    "screen_name": "threadreaderapp",
                                    "indices": [
                                      10,
                                      26
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@emollick @threadreaderapp unroll",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 1,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "4794932611",
                              "id_str": "1931158793531850809"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931158793531850809"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931053151517577659",
              "sortIndex": "1953513660563324658",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931053151517577659-tweet-1931053151517577659",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931053151517577659",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxNDIwMDc5NDQy",
                                  "rest_id": "1420079442",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": false,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": false,
                                    "created_at": "Sat May 11 08:16:33 +0000 2013",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "AFL, HÜTF, GÜTF, BÜTF, Tıp doktoru, Tıp Bilişimi Anabilim Dalı öğr.üyesi, borsada stajyer, hobisi bilgisayar yazılımı",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 3765,
                                    "followers_count": 72,
                                    "friends_count": 119,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 0,
                                    "location": "",
                                    "media_count": 127,
                                    "name": "Zafer Akçalı",
                                    "normal_followers_count": 72,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/909454302359560193/ZAWxDO_I_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "zakcali",
                                    "statuses_count": 1648,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931053151517577659"
                              ],
                              "editable_until_msecs": "1749237523000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "98",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 18:18:43 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                207
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@emollick change the format of NCCN Practical Guidelines from PDF to another format such as JSON. Do not use pubmed for suggest treatments to cancer patients, and stop using embeddings to store medical data.",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1420079442",
                              "id_str": "1931053151517577659"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931053151517577659"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931493386927612361",
              "sortIndex": "1953513660563324648",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931493386927612361-tweet-1931493386927612361",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931493386927612361",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxODk0MTMyNDk5MDY1ODQ3ODEw",
                                  "rest_id": "1894132499065847810",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": false,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": true,
                                    "created_at": "Mon Feb 24 21:09:56 +0000 2025",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "Accounts: @bonsignore_j @4synoptic @djbonsignore @Syntotic (hid by the company). It s now 79 computers stolen from me, NYC 2004-2025.",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 137,
                                    "followers_count": 64,
                                    "friends_count": 14,
                                    "has_custom_timelines": false,
                                    "is_translator": false,
                                    "listed_count": 0,
                                    "location": "",
                                    "media_count": 98,
                                    "name": "Danilo J. Bonsignore",
                                    "normal_followers_count": 64,
                                    "pinned_tweet_ids_str": [
                                      "1894196049478050204"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/1894132499065847810/1740534189",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1916351837332021248/XQEyiZfF_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "djbonsignore1",
                                    "statuses_count": 2491,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931493386927612361"
                              ],
                              "editable_until_msecs": "1749342483000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "2",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/android\" rel=\"nofollow\">Twitter for Android</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Sat Jun 07 23:28:03 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                176
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@emollick If you dont take off the permanent guy in the wire and keep fiddling with the thing because it aint broken, this was just a saint elmo s fire and that suits them well",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1894132499065847810",
                              "id_str": "1931493386927612361"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931493386927612361"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931065416723603822",
              "sortIndex": "1953513660563324638",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931065416723603822-tweet-1931065416723603822",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931065416723603822",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxMzkxMDgxNzI1",
                                  "rest_id": "1391081725",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": false,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": true,
                                    "created_at": "Tue Apr 30 03:36:12 +0000 2013",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "tech and politics",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 254573,
                                    "followers_count": 282,
                                    "friends_count": 1633,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 2,
                                    "location": "",
                                    "media_count": 69,
                                    "name": "Patrick",
                                    "normal_followers_count": 282,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1193206826298413057/uW7BNOvv_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "EternalLoL",
                                    "statuses_count": 52096,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931065416723603822"
                              ],
                              "editable_until_msecs": "1749240447000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "256",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                            "legacy": {
                              "bookmark_count": 1,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 19:07:27 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                287
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@emollick If we assume performance stays stagnant while prices come down (gemini 2.5 flash is beyond original GPT 4 while being much cheaper) then the use cases will explode as more niches get filled. \nThe training process of a doctor in the U.S takes around a decade. Lets say a student",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 1,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1391081725",
                              "id_str": "1931065416723603822"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931065416723603822"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931072251891245194",
              "sortIndex": "1953513660563324628",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931072251891245194-tweet-1931072251891245194",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931072251891245194",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxODA3MTIyNTg5MjQ1OTg4ODY0",
                                  "rest_id": "1807122589245988864",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": false,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": true,
                                    "created_at": "Sat Jun 29 18:43:13 +0000 2024",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "Here to think, share, and make merry. (Scroll all the way down. It's worth it)",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 82549,
                                    "followers_count": 66,
                                    "friends_count": 95,
                                    "has_custom_timelines": false,
                                    "is_translator": false,
                                    "listed_count": 1,
                                    "location": "",
                                    "media_count": 666,
                                    "name": "Inplainview",
                                    "normal_followers_count": 66,
                                    "pinned_tweet_ids_str": [
                                      "1826465028351852703"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/1807122589245988864/1735662628",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1807122896499945472/O1ZBeFYW_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "Inplainview3",
                                    "statuses_count": 2849,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "card": {
                              "rest_id": "https://t.co/nZRCmDnjn6",
                              "legacy": {
                                "binding_values": [
                                  {
                                    "key": "player_url",
                                    "value": {
                                      "string_value": "https://www.youtube.com/embed/pTYUI9KvjoI",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "player_image_large",
                                    "value": {
                                      "image_value": {
                                        "height": 320,
                                        "width": 569,
                                        "url": "https://pbs.twimg.com/card_img/1951475021961908224/SWFcz9-i?format=jpg&name=800x320_1"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "player_image",
                                    "value": {
                                      "image_value": {
                                        "height": 158,
                                        "width": 280,
                                        "url": "https://pbs.twimg.com/card_img/1951475021961908224/SWFcz9-i?format=jpg&name=280x280"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "description",
                                    "value": {
                                      "string_value": "This clip is from the following episode: https://youtu.be/cJuJtQrC08YRecorded on Feb 18th, 2025Views are my own thoughts; not Financial, Medical, or Legal Ad...",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "player_width",
                                    "value": {
                                      "string_value": "1280",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "domain",
                                    "value": {
                                      "string_value": "www.youtube.com",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "app_is_free",
                                    "value": {
                                      "string_value": "true",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "site",
                                    "value": {
                                      "scribe_key": "publisher_id",
                                      "type": "USER",
                                      "user_value": {
                                        "id_str": "10228272",
                                        "path": []
                                      }
                                    }
                                  },
                                  {
                                    "key": "player_image_original",
                                    "value": {
                                      "image_value": {
                                        "height": 720,
                                        "width": 1280,
                                        "url": "https://pbs.twimg.com/card_img/1951475021961908224/SWFcz9-i?format=jpg&name=orig"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "app_url_resolved",
                                    "value": {
                                      "string_value": "https://www.youtube.com/watch?v=pTYUI9KvjoI",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "app_price_amount",
                                    "value": {
                                      "string_value": "0.0",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "player_height",
                                    "value": {
                                      "string_value": "720",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "vanity_url",
                                    "value": {
                                      "scribe_key": "vanity_url",
                                      "string_value": "youtube.com",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "app_name",
                                    "value": {
                                      "string_value": "YouTube",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "app_id",
                                    "value": {
                                      "scribe_key": "publisher_app_id",
                                      "string_value": "com.google.android.youtube",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "player_image_small",
                                    "value": {
                                      "image_value": {
                                        "height": 81,
                                        "width": 144,
                                        "url": "https://pbs.twimg.com/card_img/1951475021961908224/SWFcz9-i?format=jpg&name=144x144"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "title",
                                    "value": {
                                      "string_value": "“Agi Is Here. I’ll Prove It.” - Mo Gawdat | MOONSHOTS",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "app_price_currency",
                                    "value": {
                                      "string_value": "USD",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "app_url",
                                    "value": {
                                      "string_value": "https://t.co/redirect?url=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DpTYUI9KvjoI&sig=f410d863dc1e97ffaa45ee9a886b7581c02926a5&ssr=true&slug=nZRCmDnjn6",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "card_url",
                                    "value": {
                                      "scribe_key": "card_url",
                                      "string_value": "https://t.co/nZRCmDnjn6",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "player_image_color",
                                    "value": {
                                      "image_color_value": {
                                        "palette": [
                                          {
                                            "rgb": {
                                              "blue": 4,
                                              "green": 5,
                                              "red": 6
                                            },
                                            "percentage": 54.97
                                          },
                                          {
                                            "rgb": {
                                              "blue": 98,
                                              "green": 138,
                                              "red": 199
                                            },
                                            "percentage": 19.8
                                          },
                                          {
                                            "rgb": {
                                              "blue": 3,
                                              "green": 230,
                                              "red": 250
                                            },
                                            "percentage": 7.79
                                          },
                                          {
                                            "rgb": {
                                              "blue": 167,
                                              "green": 181,
                                              "red": 210
                                            },
                                            "percentage": 3.62
                                          },
                                          {
                                            "rgb": {
                                              "blue": 10,
                                              "green": 91,
                                              "red": 99
                                            },
                                            "percentage": 3.24
                                          }
                                        ]
                                      },
                                      "type": "IMAGE_COLOR"
                                    }
                                  },
                                  {
                                    "key": "player_image_x_large",
                                    "value": {
                                      "image_value": {
                                        "height": 720,
                                        "width": 1280,
                                        "url": "https://pbs.twimg.com/card_img/1951475021961908224/SWFcz9-i?format=png&name=2048x2048_2_exp"
                                      },
                                      "type": "IMAGE"
                                    }
                                  }
                                ],
                                "card_platform": {
                                  "platform": {
                                    "audience": {
                                      "name": "production"
                                    },
                                    "device": {
                                      "name": "Android",
                                      "version": "12"
                                    }
                                  }
                                },
                                "name": "player",
                                "url": "https://t.co/nZRCmDnjn6",
                                "user_refs_results": [
                                  {
                                    "result": {
                                      "__typename": "User",
                                      "id": "VXNlcjoxMDIyODI3Mg==",
                                      "rest_id": "10228272",
                                      "affiliates_highlighted_label": {},
                                      "has_graduated_access": true,
                                      "is_blue_verified": true,
                                      "profile_image_shape": "Square",
                                      "legacy": {
                                        "can_dm": false,
                                        "can_media_tag": true,
                                        "created_at": "Tue Nov 13 21:43:46 +0000 2007",
                                        "default_profile": false,
                                        "default_profile_image": false,
                                        "description": "like & subscribe",
                                        "entities": {
                                          "description": {
                                            "urls": []
                                          },
                                          "url": {
                                            "urls": [
                                              {
                                                "display_url": "yt.be/3NDRz",
                                                "expanded_url": "https://yt.be/3NDRz",
                                                "url": "https://t.co/WBV5E1Rh1y",
                                                "indices": [
                                                  0,
                                                  23
                                                ]
                                              }
                                            ]
                                          }
                                        },
                                        "fast_followers_count": 0,
                                        "favourites_count": 6055,
                                        "followers_count": 79004078,
                                        "friends_count": 1147,
                                        "has_custom_timelines": true,
                                        "is_translator": false,
                                        "listed_count": 77655,
                                        "location": "San Bruno, CA",
                                        "media_count": 16019,
                                        "name": "YouTube",
                                        "normal_followers_count": 79004078,
                                        "pinned_tweet_ids_str": [],
                                        "possibly_sensitive": false,
                                        "profile_banner_url": "https://pbs.twimg.com/profile_banners/10228272/1745416765",
                                        "profile_image_url_https": "https://pbs.twimg.com/profile_images/1915882040353837056/VbhPvueq_normal.jpg",
                                        "profile_interstitial_type": "",
                                        "screen_name": "YouTube",
                                        "statuses_count": 60091,
                                        "translator_type": "regular",
                                        "url": "https://t.co/WBV5E1Rh1y",
                                        "verified": false,
                                        "verified_type": "Business",
                                        "want_retweets": false,
                                        "withheld_in_countries": []
                                      },
                                      "tipjar_settings": {}
                                    }
                                  }
                                ]
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931072251891245194"
                              ],
                              "editable_until_msecs": "1749242077000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "123",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 19:34:37 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                33
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [
                                  {
                                    "display_url": "youtu.be/pTYUI9KvjoI?si…",
                                    "expanded_url": "https://youtu.be/pTYUI9KvjoI?si=WAiBppoSnZtdbM7-",
                                    "url": "https://t.co/nZRCmDnjn6",
                                    "indices": [
                                      10,
                                      33
                                    ]
                                  }
                                ],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@emollick https://t.co/nZRCmDnjn6",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "qme",
                              "possibly_sensitive": false,
                              "possibly_sensitive_editable": true,
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1807122589245988864",
                              "id_str": "1931072251891245194"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931072251891245194"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931316880809062879",
              "sortIndex": "1953513660563324618",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931316880809062879-tweet-1931316880809062879",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931316880809062879",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoyNDg3NTA4NTc2",
                                  "rest_id": "2487508576",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": false,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": true,
                                    "can_media_tag": true,
                                    "created_at": "Wed Apr 16 01:27:56 +0000 2014",
                                    "default_profile": false,
                                    "default_profile_image": false,
                                    "description": "#VirtualReality tech evangelist since 2005. I run the biggest #VR and #AR discussion group in #Israel.\nI'm not a people person, but I'm a person person.",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "about.me/yossi.preminger",
                                            "expanded_url": "http://about.me/yossi.preminger",
                                            "url": "https://t.co/iNsWCkK4uE",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 209152,
                                    "followers_count": 1746,
                                    "friends_count": 5423,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 34,
                                    "location": "Tel-Aviv, Israel",
                                    "media_count": 7823,
                                    "name": "Yossi Preminger",
                                    "normal_followers_count": 1746,
                                    "pinned_tweet_ids_str": [
                                      "904449977195384833"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/2487508576/1507824720",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1852094716755537920/jqQU0SZ__normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "ExoThinker",
                                    "statuses_count": 223321,
                                    "translator_type": "none",
                                    "url": "https://t.co/iNsWCkK4uE",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931316880809062879"
                              ],
                              "editable_until_msecs": "1749300401000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "38",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/android\" rel=\"nofollow\">Twitter for Android</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Sat Jun 07 11:46:41 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                25,
                                132
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  },
                                  {
                                    "id_str": "152716060",
                                    "name": "Guy-Philippe Goldstein 🌻",
                                    "screen_name": "guypgoldstein",
                                    "indices": [
                                      10,
                                      24
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@emollick @guypgoldstein You'd get an improvement just from not using a censored LLM.\n\nThr censoring process takes away 20 IQ point.",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "2487508576",
                              "id_str": "1931316880809062879"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931316880809062879"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931021917793755326",
              "sortIndex": "1953513660563324608",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931021917793755326-tweet-1931021917793755326",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931021917793755326",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxNjc0MzIzOTY5NDE4MDk2NjQz",
                                  "rest_id": "1674323969418096643",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": false,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": true,
                                    "created_at": "Thu Jun 29 07:49:15 +0000 2023",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "p(doom) reducer",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 24552,
                                    "followers_count": 125,
                                    "friends_count": 403,
                                    "has_custom_timelines": false,
                                    "is_translator": false,
                                    "listed_count": 0,
                                    "location": "",
                                    "media_count": 515,
                                    "name": "Kacper Olejniczak",
                                    "normal_followers_count": 125,
                                    "pinned_tweet_ids_str": [
                                      "1910623230127153358"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1904977371737808896/69IQiLcA_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "OlekKier",
                                    "statuses_count": 3359,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931021917793755326"
                              ],
                              "editable_until_msecs": "1749230076000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "388",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Fri Jun 06 16:14:36 +0000 2025",
                              "conversation_id_str": "1931021160914821241",
                              "display_text_range": [
                                10,
                                59
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "39125788",
                                    "name": "Ethan Mollick",
                                    "screen_name": "emollick",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 1,
                              "favorited": false,
                              "full_text": "@emollick The tool use seems to be the another scaling law.",
                              "in_reply_to_screen_name": "emollick",
                              "in_reply_to_status_id_str": "1931021160914821241",
                              "in_reply_to_user_id_str": "39125788",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1674323969418096643",
                              "id_str": "1931021917793755326"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931021917793755326"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "cursor-bottom-1953513660563324607",
              "sortIndex": "1953513660563324607",
              "content": {
                "entryType": "TimelineTimelineCursor",
                "__typename": "TimelineTimelineCursor",
                "value": "DAAFCgABGxxGUvm__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",
                "cursorType": "Bottom"
              }
            }
          ]
        },
        {
          "type": "TimelineTerminateTimeline",
          "direction": "Top"
        }
      ],
      "metadata": {
        "reader_mode_config": {
          "is_reader_mode_available": true
        },
        "scribeConfig": {
          "page": "ranked_replies"
        }
      }
    }
  }
}