🐦 Twitter Post Details

Viewing enriched Twitter post

@iScienceLuvr

Long-Context State-Space Video World Models "we propose a novel architecture leveraging state-space models (SSMs) to extend temporal memory without compromising computational efficiency. " https://t.co/7KTQwg4veE

Media 1

📊 Media Metadata

{
  "media": [
    {
      "type": "image",
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1927287416206889312/media_0.jpg?",
      "filename": "media_0.jpg"
    }
  ],
  "nlp": {
    "sentiment": "neutral",
    "topics": [
      "state-space models",
      "temporal memory",
      "computational efficiency"
    ],
    "entities": [],
    "summary": "The tweet discusses a novel architecture using state-space models to enhance temporal memory while maintaining computational efficiency.",
    "language": "en",
    "processed_at": "2025-08-07T14:42:32.986175"
  }
}

🔧 Raw API Response

{
  "data": {
    "threaded_conversation_with_injections_v2": {
      "instructions": [
        {
          "type": "TimelineClearCache"
        },
        {
          "type": "TimelineAddEntries",
          "entries": [
            {
              "entryId": "tweet-1927287416206889312",
              "sortIndex": "1953557381740756992",
              "content": {
                "entryType": "TimelineTimelineItem",
                "__typename": "TimelineTimelineItem",
                "itemContent": {
                  "itemType": "TimelineTweet",
                  "__typename": "TimelineTweet",
                  "tweet_results": {
                    "result": {
                      "__typename": "Tweet",
                      "rest_id": "1927287416206889312",
                      "has_birdwatch_notes": false,
                      "core": {
                        "user_results": {
                          "result": {
                            "__typename": "User",
                            "id": "VXNlcjo0NDE0NjU3NTE=",
                            "rest_id": "441465751",
                            "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 Dec 20 03:45:50 +0000 2011",
                              "default_profile": false,
                              "default_profile_image": false,
                              "description": "CEO @SophontAI |\nPhD at 19 (2023) |\nFounder, ex CEO @MedARC_AI |\nex Research Director Stability AI | \nBiomed. engineer @ 14 |\nTEDx talk➡https://t.co/xPxwKTq6Qb",
                              "entities": {
                                "description": {
                                  "urls": [
                                    {
                                      "display_url": "bit.ly/3tpAuan",
                                      "expanded_url": "https://bit.ly/3tpAuan",
                                      "url": "https://t.co/xPxwKTq6Qb",
                                      "indices": [
                                        136,
                                        159
                                      ]
                                    }
                                  ]
                                },
                                "url": {
                                  "urls": [
                                    {
                                      "display_url": "sophontai.com",
                                      "expanded_url": "https://sophontai.com",
                                      "url": "https://t.co/uQ936JTZf1",
                                      "indices": [
                                        0,
                                        23
                                      ]
                                    }
                                  ]
                                }
                              },
                              "fast_followers_count": 0,
                              "favourites_count": 104336,
                              "followers_count": 79724,
                              "friends_count": 1237,
                              "has_custom_timelines": true,
                              "is_translator": false,
                              "listed_count": 1177,
                              "location": "",
                              "media_count": 2412,
                              "name": "Tanishq Mathew Abraham, Ph.D.",
                              "normal_followers_count": 79724,
                              "pinned_tweet_ids_str": [
                                "1952221233648718307"
                              ],
                              "possibly_sensitive": false,
                              "profile_banner_url": "https://pbs.twimg.com/profile_banners/441465751/1738204246",
                              "profile_image_url_https": "https://pbs.twimg.com/profile_images/1913710019729821696/Qge4zx6u_normal.jpg",
                              "profile_interstitial_type": "",
                              "screen_name": "iScienceLuvr",
                              "statuses_count": 17699,
                              "translator_type": "none",
                              "url": "https://t.co/uQ936JTZf1",
                              "verified": false,
                              "want_retweets": false,
                              "withheld_in_countries": []
                            },
                            "professional": {
                              "rest_id": "1534109693131362304",
                              "professional_type": "Creator",
                              "category": [
                                {
                                  "id": 713,
                                  "name": "Science & Technology",
                                  "icon_name": ""
                                }
                              ]
                            },
                            "tipjar_settings": {}
                          }
                        }
                      },
                      "unmention_data": {},
                      "edit_control": {
                        "edit_tweet_ids": [
                          "1927287416206889312"
                        ],
                        "editable_until_msecs": "1748339701000",
                        "is_edit_eligible": false,
                        "edits_remaining": "5"
                      },
                      "is_translatable": false,
                      "views": {
                        "count": "49468",
                        "state": "EnabledWithCount"
                      },
                      "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                      "legacy": {
                        "bookmark_count": 161,
                        "bookmarked": false,
                        "created_at": "Tue May 27 08:55:01 +0000 2025",
                        "conversation_id_str": "1927287416206889312",
                        "display_text_range": [
                          0,
                          189
                        ],
                        "entities": {
                          "hashtags": [],
                          "media": [
                            {
                              "display_url": "pic.x.com/7KTQwg4veE",
                              "expanded_url": "https://x.com/iScienceLuvr/status/1927287416206889312/photo/1",
                              "id_str": "1927287176267444225",
                              "indices": [
                                190,
                                213
                              ],
                              "media_key": "3_1927287176267444225",
                              "media_url_https": "https://pbs.twimg.com/media/Gr8ZecGWMAEZNPq.jpg",
                              "type": "photo",
                              "url": "https://t.co/7KTQwg4veE",
                              "ext_media_availability": {
                                "status": "Available"
                              },
                              "features": {
                                "large": {
                                  "faces": []
                                },
                                "medium": {
                                  "faces": []
                                },
                                "small": {
                                  "faces": []
                                },
                                "orig": {
                                  "faces": []
                                }
                              },
                              "sizes": {
                                "large": {
                                  "h": 1908,
                                  "w": 1470,
                                  "resize": "fit"
                                },
                                "medium": {
                                  "h": 1200,
                                  "w": 925,
                                  "resize": "fit"
                                },
                                "small": {
                                  "h": 680,
                                  "w": 524,
                                  "resize": "fit"
                                },
                                "thumb": {
                                  "h": 150,
                                  "w": 150,
                                  "resize": "crop"
                                }
                              },
                              "original_info": {
                                "height": 1908,
                                "width": 1470,
                                "focus_rects": [
                                  {
                                    "x": 0,
                                    "y": 17,
                                    "w": 1470,
                                    "h": 823
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1470,
                                    "h": 1470
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1470,
                                    "h": 1676
                                  },
                                  {
                                    "x": 516,
                                    "y": 0,
                                    "w": 954,
                                    "h": 1908
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1470,
                                    "h": 1908
                                  }
                                ]
                              },
                              "allow_download_status": {
                                "allow_download": true
                              },
                              "media_results": {
                                "result": {
                                  "media_key": "3_1927287176267444225"
                                }
                              }
                            }
                          ],
                          "symbols": [],
                          "timestamps": [],
                          "urls": [],
                          "user_mentions": []
                        },
                        "extended_entities": {
                          "media": [
                            {
                              "display_url": "pic.x.com/7KTQwg4veE",
                              "expanded_url": "https://x.com/iScienceLuvr/status/1927287416206889312/photo/1",
                              "id_str": "1927287176267444225",
                              "indices": [
                                190,
                                213
                              ],
                              "media_key": "3_1927287176267444225",
                              "media_url_https": "https://pbs.twimg.com/media/Gr8ZecGWMAEZNPq.jpg",
                              "type": "photo",
                              "url": "https://t.co/7KTQwg4veE",
                              "ext_media_availability": {
                                "status": "Available"
                              },
                              "features": {
                                "large": {
                                  "faces": []
                                },
                                "medium": {
                                  "faces": []
                                },
                                "small": {
                                  "faces": []
                                },
                                "orig": {
                                  "faces": []
                                }
                              },
                              "sizes": {
                                "large": {
                                  "h": 1908,
                                  "w": 1470,
                                  "resize": "fit"
                                },
                                "medium": {
                                  "h": 1200,
                                  "w": 925,
                                  "resize": "fit"
                                },
                                "small": {
                                  "h": 680,
                                  "w": 524,
                                  "resize": "fit"
                                },
                                "thumb": {
                                  "h": 150,
                                  "w": 150,
                                  "resize": "crop"
                                }
                              },
                              "original_info": {
                                "height": 1908,
                                "width": 1470,
                                "focus_rects": [
                                  {
                                    "x": 0,
                                    "y": 17,
                                    "w": 1470,
                                    "h": 823
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1470,
                                    "h": 1470
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1470,
                                    "h": 1676
                                  },
                                  {
                                    "x": 516,
                                    "y": 0,
                                    "w": 954,
                                    "h": 1908
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1470,
                                    "h": 1908
                                  }
                                ]
                              },
                              "allow_download_status": {
                                "allow_download": true
                              },
                              "media_results": {
                                "result": {
                                  "media_key": "3_1927287176267444225"
                                }
                              }
                            }
                          ]
                        },
                        "favorite_count": 270,
                        "favorited": false,
                        "full_text": "Long-Context State-Space Video World Models\n\n\"we propose a novel architecture leveraging state-space models (SSMs) to extend temporal memory without compromising computational efficiency. \" https://t.co/7KTQwg4veE",
                        "is_quote_status": false,
                        "lang": "en",
                        "possibly_sensitive": false,
                        "possibly_sensitive_editable": true,
                        "quote_count": 4,
                        "reply_count": 5,
                        "retweet_count": 30,
                        "retweeted": false,
                        "user_id_str": "441465751",
                        "id_str": "1927287416206889312"
                      },
                      "quick_promote_eligibility": {
                        "eligibility": "IneligibleNotProfessional"
                      }
                    }
                  },
                  "tweetDisplayType": "SelfThread"
                },
                "clientEventInfo": {
                  "component": "tweet",
                  "element": "tweet"
                }
              }
            },
            {
              "entryId": "conversationthread-1927287418769621319",
              "sortIndex": "1953557381740756982",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1927287418769621319-tweet-1927287418769621319",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1927287418769621319",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjo0NDE0NjU3NTE=",
                                  "rest_id": "441465751",
                                  "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 Dec 20 03:45:50 +0000 2011",
                                    "default_profile": false,
                                    "default_profile_image": false,
                                    "description": "CEO @SophontAI |\nPhD at 19 (2023) |\nFounder, ex CEO @MedARC_AI |\nex Research Director Stability AI | \nBiomed. engineer @ 14 |\nTEDx talk➡https://t.co/xPxwKTq6Qb",
                                    "entities": {
                                      "description": {
                                        "urls": [
                                          {
                                            "display_url": "bit.ly/3tpAuan",
                                            "expanded_url": "https://bit.ly/3tpAuan",
                                            "url": "https://t.co/xPxwKTq6Qb",
                                            "indices": [
                                              136,
                                              159
                                            ]
                                          }
                                        ]
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "sophontai.com",
                                            "expanded_url": "https://sophontai.com",
                                            "url": "https://t.co/uQ936JTZf1",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 104336,
                                    "followers_count": 79724,
                                    "friends_count": 1237,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 1177,
                                    "location": "",
                                    "media_count": 2412,
                                    "name": "Tanishq Mathew Abraham, Ph.D.",
                                    "normal_followers_count": 79724,
                                    "pinned_tweet_ids_str": [
                                      "1952221233648718307"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/441465751/1738204246",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1913710019729821696/Qge4zx6u_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "iScienceLuvr",
                                    "statuses_count": 17699,
                                    "translator_type": "none",
                                    "url": "https://t.co/uQ936JTZf1",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "professional": {
                                    "rest_id": "1534109693131362304",
                                    "professional_type": "Creator",
                                    "category": [
                                      {
                                        "id": 713,
                                        "name": "Science & Technology",
                                        "icon_name": ""
                                      }
                                    ]
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "card": {
                              "rest_id": "https://t.co/OYW261AHes",
                              "legacy": {
                                "binding_values": [
                                  {
                                    "key": "thumbnail_image",
                                    "value": {
                                      "image_value": {
                                        "alt": "arXiv logo",
                                        "height": 144,
                                        "width": 144,
                                        "url": "https://pbs.twimg.com/card_img/1952295676374810624/xxWiRL_6?format=jpg&name=144x144_2"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "description",
                                    "value": {
                                      "string_value": "Video diffusion models have recently shown promise for world modeling through autoregressive frame prediction conditioned on actions. However, they struggle to maintain long-term memory due to the...",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "domain",
                                    "value": {
                                      "string_value": "arxiv.org",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image_large",
                                    "value": {
                                      "image_value": {
                                        "alt": "arXiv logo",
                                        "height": 420,
                                        "width": 420,
                                        "url": "https://pbs.twimg.com/card_img/1952295676374810624/xxWiRL_6?format=jpg&name=420x420_2"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image_original",
                                    "value": {
                                      "image_value": {
                                        "alt": "arXiv logo",
                                        "height": 1000,
                                        "width": 1000,
                                        "url": "https://pbs.twimg.com/card_img/1952295676374810624/xxWiRL_6?format=jpg&name=orig"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "site",
                                    "value": {
                                      "scribe_key": "publisher_id",
                                      "type": "USER",
                                      "user_value": {
                                        "id_str": "808633423300624384",
                                        "path": []
                                      }
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image_small",
                                    "value": {
                                      "image_value": {
                                        "alt": "arXiv logo",
                                        "height": 100,
                                        "width": 100,
                                        "url": "https://pbs.twimg.com/card_img/1952295676374810624/xxWiRL_6?format=jpg&name=100x100_2"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image_x_large",
                                    "value": {
                                      "image_value": {
                                        "alt": "arXiv logo",
                                        "height": 1000,
                                        "width": 1000,
                                        "url": "https://pbs.twimg.com/card_img/1952295676374810624/xxWiRL_6?format=png&name=2048x2048_2_exp"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image_alt_text",
                                    "value": {
                                      "string_value": "arXiv logo",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "vanity_url",
                                    "value": {
                                      "scribe_key": "vanity_url",
                                      "string_value": "arxiv.org",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image_color",
                                    "value": {
                                      "image_color_value": {
                                        "palette": [
                                          {
                                            "rgb": {
                                              "blue": 255,
                                              "green": 255,
                                              "red": 255
                                            },
                                            "percentage": 94.17
                                          },
                                          {
                                            "rgb": {
                                              "blue": 105,
                                              "green": 116,
                                              "red": 124
                                            },
                                            "percentage": 4.33
                                          },
                                          {
                                            "rgb": {
                                              "blue": 46,
                                              "green": 21,
                                              "red": 170
                                            },
                                            "percentage": 1.26
                                          },
                                          {
                                            "rgb": {
                                              "blue": 131,
                                              "green": 116,
                                              "red": 203
                                            },
                                            "percentage": 0.23
                                          }
                                        ]
                                      },
                                      "type": "IMAGE_COLOR"
                                    }
                                  },
                                  {
                                    "key": "title",
                                    "value": {
                                      "string_value": "Long-Context State-Space Video World Models",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "card_url",
                                    "value": {
                                      "scribe_key": "card_url",
                                      "string_value": "https://t.co/OYW261AHes",
                                      "type": "STRING"
                                    }
                                  }
                                ],
                                "card_platform": {
                                  "platform": {
                                    "audience": {
                                      "name": "production"
                                    },
                                    "device": {
                                      "name": "Android",
                                      "version": "12"
                                    }
                                  }
                                },
                                "name": "summary",
                                "url": "https://t.co/OYW261AHes",
                                "user_refs_results": [
                                  {
                                    "result": {
                                      "__typename": "User",
                                      "id": "VXNlcjo4MDg2MzM0MjMzMDA2MjQzODQ=",
                                      "rest_id": "808633423300624384",
                                      "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": "Tue Dec 13 11:23:26 +0000 2016",
                                        "default_profile": false,
                                        "default_profile_image": false,
                                        "description": "News from https://t.co/enurGFxpcS, a free distribution service and an open archive for scholarly articles.\n\nFor help with arXiv, see https://t.co/LcWuhM0BOl",
                                        "entities": {
                                          "description": {
                                            "urls": [
                                              {
                                                "display_url": "arXiv.org",
                                                "expanded_url": "http://arXiv.org",
                                                "url": "https://t.co/enurGFxpcS",
                                                "indices": [
                                                  10,
                                                  33
                                                ]
                                              },
                                              {
                                                "display_url": "arxiv.org/help",
                                                "expanded_url": "https://arxiv.org/help",
                                                "url": "https://t.co/LcWuhM0BOl",
                                                "indices": [
                                                  133,
                                                  156
                                                ]
                                              }
                                            ]
                                          },
                                          "url": {
                                            "urls": [
                                              {
                                                "display_url": "arxiv.org",
                                                "expanded_url": "https://arxiv.org/",
                                                "url": "https://t.co/DHMkdi4lF9",
                                                "indices": [
                                                  0,
                                                  23
                                                ]
                                              }
                                            ]
                                          }
                                        },
                                        "fast_followers_count": 0,
                                        "favourites_count": 948,
                                        "followers_count": 41365,
                                        "friends_count": 187,
                                        "has_custom_timelines": false,
                                        "is_translator": false,
                                        "listed_count": 487,
                                        "location": "Ithaca, NY",
                                        "media_count": 109,
                                        "name": "arXiv.org",
                                        "normal_followers_count": 41365,
                                        "pinned_tweet_ids_str": [],
                                        "possibly_sensitive": false,
                                        "profile_banner_url": "https://pbs.twimg.com/profile_banners/808633423300624384/1481635469",
                                        "profile_image_url_https": "https://pbs.twimg.com/profile_images/1365352170267299840/IzvjKckL_normal.jpg",
                                        "profile_interstitial_type": "",
                                        "screen_name": "arxiv",
                                        "statuses_count": 1106,
                                        "translator_type": "none",
                                        "url": "https://t.co/DHMkdi4lF9",
                                        "verified": false,
                                        "want_retweets": false,
                                        "withheld_in_countries": []
                                      },
                                      "tipjar_settings": {}
                                    }
                                  }
                                ]
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1927287418769621319"
                              ],
                              "editable_until_msecs": "1748339702000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "2763",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                            "legacy": {
                              "bookmark_count": 4,
                              "bookmarked": false,
                              "created_at": "Tue May 27 08:55:02 +0000 2025",
                              "conversation_id_str": "1927287416206889312",
                              "display_text_range": [
                                0,
                                28
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [
                                  {
                                    "display_url": "arxiv.org/abs/2505.20171",
                                    "expanded_url": "https://arxiv.org/abs/2505.20171",
                                    "url": "https://t.co/OYW261AHes",
                                    "indices": [
                                      5,
                                      28
                                    ]
                                  }
                                ],
                                "user_mentions": []
                              },
                              "favorite_count": 18,
                              "favorited": false,
                              "full_text": "abs: https://t.co/OYW261AHes",
                              "in_reply_to_screen_name": "iScienceLuvr",
                              "in_reply_to_status_id_str": "1927287416206889312",
                              "in_reply_to_user_id_str": "441465751",
                              "is_quote_status": false,
                              "lang": "und",
                              "possibly_sensitive": false,
                              "possibly_sensitive_editable": true,
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 1,
                              "retweeted": false,
                              "user_id_str": "441465751",
                              "id_str": "1927287418769621319"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "SelfThread"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1927287418769621319"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1927386994390229030",
              "sortIndex": "1953557381740756972",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1927386994390229030-tweet-1927386994390229030",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1927386994390229030",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxNjM2MzY5ODM1MzQzOTAwNjcy",
                                  "rest_id": "1636369835343900672",
                                  "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 Mar 16 15:12:45 +0000 2023",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "Writing the story that might save us. AI + Theater + Civilization. Founder of Center of the Universe AI Theater.",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 16,
                                    "followers_count": 4,
                                    "friends_count": 82,
                                    "has_custom_timelines": false,
                                    "is_translator": false,
                                    "listed_count": 0,
                                    "location": "Santa Clara, CA",
                                    "media_count": 20,
                                    "name": "Shadow Liu | AI Story Theater",
                                    "normal_followers_count": 4,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/1636369835343900672/1747078252",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1922011830215704576/NDBbK2ed_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "ShadowLiu_AI",
                                    "statuses_count": 75,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1927386994390229030"
                              ],
                              "editable_until_msecs": "1748363443000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "521",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Tue May 27 15:30:43 +0000 2025",
                              "conversation_id_str": "1927287416206889312",
                              "display_text_range": [
                                14,
                                247
                              ],
                              "entities": {
                                "hashtags": [
                                  {
                                    "indices": [
                                      211,
                                      226
                                    ],
                                    "text": "AIStoryTheater"
                                  },
                                  {
                                    "indices": [
                                      227,
                                      247
                                    ],
                                    "text": "MemoryInPerformance"
                                  }
                                ],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "441465751",
                                    "name": "Tanishq Mathew Abraham, Ph.D.",
                                    "screen_name": "iScienceLuvr",
                                    "indices": [
                                      0,
                                      13
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@iScienceLuvr Impressive! As an AI theater producer, I’m exploring how long-context memory can help AI performers “remember” scenes &amp; audience cues on stage. Curious how SSMs might enable live storytelling.\n#AIStoryTheater #MemoryInPerformance",
                              "in_reply_to_screen_name": "iScienceLuvr",
                              "in_reply_to_status_id_str": "1927287416206889312",
                              "in_reply_to_user_id_str": "441465751",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1636369835343900672",
                              "id_str": "1927386994390229030"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1927386994390229030"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1927405855906861137",
              "sortIndex": "1953557381740756962",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1927405855906861137-tweet-1927405855906861137",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1927405855906861137",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjo1MTE3MjU3MzQ=",
                                  "rest_id": "511725734",
                                  "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": "Fri Mar 02 10:38:16 +0000 2012",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "Two roads diverged in a wood, and I—\n\nI took the one less traveled by,\n\nAnd that has made all the difference.\n\nDO MORE, HELP MORE!",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 17706,
                                    "followers_count": 145,
                                    "friends_count": 894,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 3,
                                    "location": "Pandora ",
                                    "media_count": 83,
                                    "name": "Sir Gigglesworth",
                                    "normal_followers_count": 145,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/511725734/1653154675",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1943265224267530240/i7WAq1ha_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "MrL17J",
                                    "statuses_count": 788,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "professional": {
                                    "rest_id": "1643282224371077120",
                                    "professional_type": "Creator",
                                    "category": [
                                      {
                                        "id": 958,
                                        "name": "Entrepreneur",
                                        "icon_name": ""
                                      }
                                    ]
                                  },
                                  "tipjar_settings": {
                                    "is_enabled": true
                                  }
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1927405855906861137"
                              ],
                              "editable_until_msecs": "1748367940000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "342",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Tue May 27 16:45:40 +0000 2025",
                              "conversation_id_str": "1927287416206889312",
                              "display_text_range": [
                                14,
                                28
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "441465751",
                                    "name": "Tanishq Mathew Abraham, Ph.D.",
                                    "screen_name": "iScienceLuvr",
                                    "indices": [
                                      0,
                                      13
                                    ]
                                  },
                                  {
                                    "id_str": "1835606127842607104",
                                    "name": "Mirra",
                                    "screen_name": "MirraTerminal",
                                    "indices": [
                                      14,
                                      28
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@iScienceLuvr @MirraTerminal",
                              "in_reply_to_screen_name": "iScienceLuvr",
                              "in_reply_to_status_id_str": "1927287416206889312",
                              "in_reply_to_user_id_str": "441465751",
                              "is_quote_status": false,
                              "lang": "qam",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "511725734",
                              "id_str": "1927405855906861137"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1927405855906861137"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1931435645937013088",
              "sortIndex": "1953557381740756952",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1931435645937013088-tweet-1931435645937013088",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1931435645937013088",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxNTQ4NzMzOTExMjAyOTQyOTc3",
                                  "rest_id": "1548733911202942977",
                                  "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": "Sun Jul 17 18:18:53 +0000 2022",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "20 | Aspiring SDE | Final year UG",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 17362,
                                    "followers_count": 112,
                                    "friends_count": 440,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 2,
                                    "location": "India",
                                    "media_count": 104,
                                    "name": "Aman",
                                    "normal_followers_count": 112,
                                    "pinned_tweet_ids_str": [
                                      "1927093629182509346"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/1548733911202942977/1747256429",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1923442592470970368/RCkDTe-N_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "Amandeep_twt",
                                    "statuses_count": 1983,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1931435645937013088"
                              ],
                              "editable_until_msecs": "1749328716000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "35",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/#!/download/ipad\" rel=\"nofollow\">Twitter for iPad</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Sat Jun 07 19:38:36 +0000 2025",
                              "conversation_id_str": "1927287416206889312",
                              "display_text_range": [
                                14,
                                25
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "441465751",
                                    "name": "Tanishq Mathew Abraham, Ph.D.",
                                    "screen_name": "iScienceLuvr",
                                    "indices": [
                                      0,
                                      13
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@iScienceLuvr Interesting",
                              "in_reply_to_screen_name": "iScienceLuvr",
                              "in_reply_to_status_id_str": "1927287416206889312",
                              "in_reply_to_user_id_str": "441465751",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1548733911202942977",
                              "id_str": "1931435645937013088"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1931435645937013088"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "cursor-showmorethreads-1953557381740756951",
              "sortIndex": "1953557381740756951",
              "content": {
                "entryType": "TimelineTimelineCursor",
                "__typename": "TimelineTimelineCursor",
                "value": "DAAFCgABGxxuFpr__9ULAAIAAABQRW1QQzZ3QUFBZlEvZ0dKTjB2R3AvQUFBQUFVYXYzUkNlVlpnSmhxL0diR2ZGNUZnR3IrRmFnTldFRkVhdnhteU45ZkJSeHJOMW55ZW1sRmcIAAMAAAAHAAA",
                "cursorType": "ShowMoreThreads",
                "displayTreatment": {
                  "actionText": "Show probable spam"
                }
              }
            }
          ]
        },
        {
          "type": "TimelineTerminateTimeline",
          "direction": "Top"
        }
      ],
      "metadata": {
        "reader_mode_config": {
          "is_reader_mode_available": true
        },
        "scribeConfig": {
          "page": "ranked_replies"
        }
      }
    }
  }
}