🐦 Twitter Post Details

Viewing enriched Twitter post

@geneweng

GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning https://t.co/5fxnQcbRuo via @YouTube

Media 1

📊 Media Metadata

{
  "media": [
    {
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1963932599749107997/media_0.jpg?",
      "media_url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1963932599749107997/media_0.jpg?",
      "type": "photo",
      "filename": "media_0.jpg"
    }
  ],
  "processed_at": "2025-09-06T21:20:10.125053",
  "pipeline_version": "2.0"
}

🔧 Raw API Response

{
  "type": "tweet",
  "id": "1963932599749107997",
  "url": "https://x.com/geneweng/status/1963932599749107997",
  "twitterUrl": "https://twitter.com/geneweng/status/1963932599749107997",
  "text": "GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning https://t.co/5fxnQcbRuo via @YouTube",
  "source": "Twitter for iPhone",
  "retweetCount": 3,
  "replyCount": 0,
  "likeCount": 7,
  "quoteCount": 0,
  "viewCount": 802,
  "createdAt": "Fri Sep 05 11:49:54 +0000 2025",
  "lang": "en",
  "bookmarkCount": 7,
  "isReply": false,
  "inReplyToId": null,
  "conversationId": "1963932599749107997",
  "displayTextRange": [
    0,
    108
  ],
  "inReplyToUserId": null,
  "inReplyToUsername": null,
  "author": {
    "type": "user",
    "userName": "geneweng",
    "url": "https://x.com/geneweng",
    "twitterUrl": "https://twitter.com/geneweng",
    "id": "10429382",
    "name": "Gene Weng",
    "isVerified": false,
    "isBlueVerified": false,
    "verifiedType": null,
    "profilePicture": "https://pbs.twimg.com/profile_images/37315962/gqw_normal.jpg",
    "coverPicture": "",
    "description": "",
    "location": "Washington DC",
    "followers": 244,
    "following": 437,
    "status": "",
    "canDm": false,
    "canMediaTag": true,
    "createdAt": "Wed Nov 21 01:44:18 +0000 2007",
    "entities": {
      "description": {
        "urls": []
      },
      "url": {}
    },
    "fastFollowersCount": 0,
    "favouritesCount": 12,
    "hasCustomTimelines": true,
    "isTranslator": false,
    "mediaCount": 1587,
    "statusesCount": 5959,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [],
    "profile_bio": {
      "description": "",
      "entities": {
        "description": {}
      }
    },
    "isAutomated": false,
    "automatedBy": null
  },
  "extendedEntities": {},
  "card": {
    "binding_values": [
      {
        "key": "player_url",
        "value": {
          "string_value": "https://www.youtube.com/embed/3Gc9BY0nuXY"
        }
      },
      {
        "key": "player_image_large",
        "value": {
          "image_value": {
            "height": 320,
            "url": "https://pbs.twimg.com/card_img/1963587309829275648/baIEtpBd?format=jpg&name=800x320_1",
            "width": 569
          }
        }
      },
      {
        "key": "player_image",
        "value": {
          "image_value": {
            "height": 158,
            "url": "https://pbs.twimg.com/card_img/1963587309829275648/baIEtpBd?format=jpg&name=280x280",
            "width": 280
          }
        }
      },
      {
        "key": "app_star_rating",
        "value": {
          "string_value": "4.68055"
        }
      },
      {
        "key": "description",
        "value": {
          "string_value": "GEPA (Genetic-Pareto) is a new method designed to optimize how Large Language Models (LLMs) respond to tasks, arguing that language-based reflection can be m..."
        }
      },
      {
        "key": "player_width",
        "value": {
          "string_value": "1280"
        }
      },
      {
        "key": "domain",
        "value": {
          "string_value": "www.youtube.com"
        }
      },
      {
        "key": "app_is_free",
        "value": {
          "string_value": "true"
        }
      },
      {
        "key": "site",
        "value": {
          "scribe_key": "publisher_id",
          "user_value": {
            "id_str": "10228272"
          }
        }
      },
      {
        "key": "player_image_original",
        "value": {
          "image_value": {
            "height": 720,
            "url": "https://pbs.twimg.com/card_img/1963587309829275648/baIEtpBd?format=jpg&name=orig",
            "width": 1280
          }
        }
      },
      {
        "key": "app_url_resolved",
        "value": {
          "string_value": "vnd.youtube://www.youtube.com/watch?si=zCHtR2kckKqHaSJf&v=3Gc9BY0nuXY&feature=youtu.be&feature=applinks"
        }
      },
      {
        "key": "app_num_ratings",
        "value": {
          "string_value": "43,502,745"
        }
      },
      {
        "key": "app_price_amount",
        "value": {
          "string_value": "0.0"
        }
      },
      {
        "key": "player_height",
        "value": {
          "string_value": "720"
        }
      },
      {
        "key": "vanity_url",
        "value": {
          "scribe_key": "vanity_url",
          "string_value": "youtube.com"
        }
      },
      {
        "key": "app_name",
        "value": {
          "string_value": "YouTube"
        }
      },
      {
        "key": "app_id",
        "value": {
          "scribe_key": "publisher_app_id",
          "string_value": "544007664"
        }
      },
      {
        "key": "player_image_small",
        "value": {
          "image_value": {
            "height": 81,
            "url": "https://pbs.twimg.com/card_img/1963587309829275648/baIEtpBd?format=jpg&name=144x144",
            "width": 144
          }
        }
      },
      {
        "key": "title",
        "value": {
          "string_value": "GEPA: Reflective Prompt Evolution Can Outperform Reinforcement..."
        }
      },
      {
        "key": "app_price_currency",
        "value": {
          "string_value": "USD"
        }
      },
      {
        "key": "app_url",
        "value": {
          "string_value": "https://t.co/redirect?url=vnd.youtube%3A%2F%2Fwww.youtube.com%2Fwatch%3Fsi%3DzCHtR2kckKqHaSJf%26v%3D3Gc9BY0nuXY%26feature%3Dyoutu.be%26feature%3Dapplinks&sig=b72b5de861c654ef81fb84881df8fce35420aed2&ssr=true&slug=5fxnQcbRuo"
        }
      },
      {
        "key": "card_url",
        "value": {
          "scribe_key": "card_url",
          "string_value": "https://t.co/5fxnQcbRuo"
        }
      },
      {
        "key": "player_image_color",
        "value": {
          "image_color_value": {
            "palette": [
              {
                "percentage": 53.08,
                "rgb": {
                  "blue": 0,
                  "green": 0,
                  "red": 0
                }
              },
              {
                "percentage": 19.3,
                "rgb": {
                  "blue": 146,
                  "green": 134,
                  "red": 62
                }
              },
              {
                "percentage": 8.27,
                "rgb": {
                  "blue": 225,
                  "green": 223,
                  "red": 222
                }
              },
              {
                "percentage": 6.28,
                "rgb": {
                  "blue": 136,
                  "green": 173,
                  "red": 207
                }
              },
              {
                "percentage": 3.17,
                "rgb": {
                  "blue": 81,
                  "green": 82,
                  "red": 128
                }
              }
            ]
          }
        }
      },
      {
        "key": "player_image_x_large",
        "value": {
          "image_value": {
            "height": 720,
            "url": "https://pbs.twimg.com/card_img/1963587309829275648/baIEtpBd?format=png&name=2048x2048_2_exp",
            "width": 1280
          }
        }
      }
    ],
    "card_platform": {
      "platform": {
        "audience": {
          "name": "production"
        },
        "device": {
          "name": "iPhone",
          "version": "13"
        }
      }
    },
    "name": "player",
    "url": "https://t.co/5fxnQcbRuo",
    "user_refs_results": [
      {
        "rest_id": "10228272",
        "result": {
          "__typename": "User",
          "action_counts": {
            "favorites_count": 6049
          },
          "avatar": {
            "image_url": "https://pbs.twimg.com/profile_images/1915882040353837056/VbhPvueq_normal.jpg"
          },
          "banner": {
            "image_url": "https://pbs.twimg.com/profile_banners/10228272/1745416765"
          },
          "core": {
            "created_at": "Tue Nov 13 21:43:46 +0000 2007",
            "name": "YouTube",
            "screen_name": "YouTube"
          },
          "dm_permissions": {
            "can_dm": false
          },
          "exclusive_tweet_following": false,
          "identity_profile_labels_highlighted_label": {},
          "location": {
            "location": "San Bruno, CA"
          },
          "media_permissions": {
            "can_media_tag": true
          },
          "notifications_settings": {},
          "pinned_items": {},
          "privacy": {},
          "private_super_following": false,
          "profile_bio": {
            "description": "football is so back",
            "entities": {
              "description": {},
              "url": {
                "urls": [
                  {
                    "display_url": "linkin.bio/youtube",
                    "expanded_url": "http://linkin.bio/youtube",
                    "indices": [
                      0,
                      23
                    ],
                    "url": "https://t.co/zyd5mI67Ld"
                  }
                ]
              }
            }
          },
          "profile_image_shape": "Square",
          "profile_metadata": {
            "profile_interstitial_type": "",
            "profile_link_color": "C9191D"
          },
          "profile_translation": {
            "translator_type_enum": "Regular"
          },
          "properties": {
            "has_extended_profile": false
          },
          "relationship_counts": {
            "followers": 78971948,
            "following": 1147
          },
          "relationship_perspectives": {},
          "rest_id": "10228272",
          "super_follow_eligible": false,
          "super_followed_by": false,
          "super_following": false,
          "tweet_counts": {
            "media_tweets": 16041,
            "tweets": 60215
          },
          "website": {
            "url": "https://t.co/zyd5mI67Ld"
          },
          "verification": {
            "is_blue_verified": true,
            "verified_type": "Business"
          }
        }
      }
    ]
  },
  "place": {},
  "entities": {
    "urls": [
      {
        "display_url": "youtu.be/3Gc9BY0nuXY?si…",
        "expanded_url": "https://youtu.be/3Gc9BY0nuXY?si=zCHtR2kckKqHaSJf",
        "indices": [
          72,
          95
        ],
        "url": "https://t.co/5fxnQcbRuo"
      }
    ],
    "user_mentions": [
      {
        "id_str": "10228272",
        "indices": [
          100,
          108
        ],
        "name": "YouTube",
        "screen_name": "YouTube"
      }
    ]
  },
  "quoted_tweet": null,
  "retweeted_tweet": null,
  "isLimitedReply": false,
  "article": null
}