๐Ÿฆ Twitter Post Details

Viewing enriched Twitter post

@jaseweston

๐ŸŒ€Diversity Aware RL (DARLING)๐ŸŒ€ ๐Ÿ“: https://t.co/MH0tui34Cb - Jointly optimizes for quality & diversity using a learned partition function - Outperforms standard RL in quality AND diversity metrics, e.g. higher pass@1/p@k - Works for both non-verifiable & verifiable tasks ๐Ÿงต1/5 https://t.co/AhEYPQwbkg

Media 1

๐Ÿ“Š Media Metadata

{
  "media": [
    {
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1963230744173482018/media_0.jpg?",
      "media_url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1963230744173482018/media_0.jpg?",
      "type": "photo",
      "filename": "media_0.jpg"
    }
  ],
  "processed_at": "2025-09-06T21:22:44.729049",
  "pipeline_version": "2.0"
}

๐Ÿ”ง Raw API Response

{
  "type": "tweet",
  "id": "1963230744173482018",
  "url": "https://x.com/jaseweston/status/1963230744173482018",
  "twitterUrl": "https://twitter.com/jaseweston/status/1963230744173482018",
  "text": "๐ŸŒ€Diversity Aware RL (DARLING)๐ŸŒ€\n๐Ÿ“: https://t.co/MH0tui34Cb\n- Jointly optimizes for quality & diversity using a learned partition function\n- Outperforms standard RL in quality AND diversity metrics, e.g. higher pass@1/p@k\n- Works for both non-verifiable & verifiable tasks\n๐Ÿงต1/5 https://t.co/AhEYPQwbkg",
  "source": "Twitter for iPhone",
  "retweetCount": 80,
  "replyCount": 4,
  "likeCount": 397,
  "quoteCount": 10,
  "viewCount": 56222,
  "createdAt": "Wed Sep 03 13:20:59 +0000 2025",
  "lang": "en",
  "bookmarkCount": 328,
  "isReply": false,
  "inReplyToId": null,
  "conversationId": "1963230744173482018",
  "displayTextRange": [
    0,
    283
  ],
  "inReplyToUserId": null,
  "inReplyToUsername": null,
  "author": {
    "type": "user",
    "userName": "jaseweston",
    "url": "https://x.com/jaseweston",
    "twitterUrl": "https://twitter.com/jaseweston",
    "id": "14551614",
    "name": "Jason Weston",
    "isVerified": false,
    "isBlueVerified": true,
    "verifiedType": null,
    "profilePicture": "https://pbs.twimg.com/profile_images/1161680026561069061/i-DdZcc1_normal.jpg",
    "coverPicture": "https://pbs.twimg.com/profile_banners/14551614/1603662637",
    "description": "",
    "location": "NYC",
    "followers": 13205,
    "following": 705,
    "status": "",
    "canDm": true,
    "canMediaTag": true,
    "createdAt": "Sat Apr 26 21:14:17 +0000 2008",
    "entities": {
      "description": {
        "urls": []
      },
      "url": {}
    },
    "fastFollowersCount": 0,
    "favouritesCount": 1898,
    "hasCustomTimelines": true,
    "isTranslator": false,
    "mediaCount": 190,
    "statusesCount": 471,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [],
    "profile_bio": {
      "description": "@MetaAI+NYU. NLP from scratch(Pretrain+FT LLM) 2008, MemNets (pre-Transformer) 2015, DrQA(pre-RAG) 2017, BlenderBot(dialog pre-ChatGPT) 2018+,Self-Reward+ more!",
      "entities": {
        "description": {
          "user_mentions": [
            {
              "id_str": "0",
              "indices": [
                0,
                7
              ],
              "name": "",
              "screen_name": "MetaAI"
            }
          ]
        },
        "url": {
          "urls": [
            {
              "display_url": "jaseweston.com",
              "expanded_url": "http://www.jaseweston.com",
              "indices": [
                0,
                23
              ],
              "url": "https://t.co/QAecNdWNL5"
            }
          ]
        }
      }
    },
    "isAutomated": false,
    "automatedBy": null
  },
  "extendedEntities": {
    "media": [
      {
        "display_url": "pic.twitter.com/AhEYPQwbkg",
        "expanded_url": "https://twitter.com/jaseweston/status/1963230744173482018/photo/1",
        "ext_media_availability": {
          "status": "Available"
        },
        "features": {
          "all": {
            "tags": [
              {
                "name": "Tianjian Li",
                "screen_name": "tli104",
                "type": "user",
                "user_id": "1591342007347208192"
              },
              {
                "name": "Yiming Zhang",
                "screen_name": "yimingz0",
                "type": "user",
                "user_id": "1493050327288983560"
              },
              {
                "name": "Ping (Iris) Yu",
                "screen_name": "ping_iris_yu",
                "type": "user",
                "user_id": "1038103241966411778"
              },
              {
                "name": "Swarnadeep Saha",
                "screen_name": "swarnaNLP",
                "type": "user",
                "user_id": "2485053080"
              },
              {
                "name": "Daniel Khashabi ๐Ÿ•Š๏ธ",
                "screen_name": "DanielKhashabi",
                "type": "user",
                "user_id": "898869630"
              },
              {
                "name": "Jason Weston",
                "screen_name": "jaseweston",
                "type": "user",
                "user_id": "14551614"
              },
              {
                "name": "Tianlu Wang",
                "screen_name": "Tianlu_Wang",
                "type": "user",
                "user_id": "3433619943"
              }
            ]
          },
          "large": {
            "faces": [
              {
                "h": 99,
                "w": 99,
                "x": 891,
                "y": 551
              }
            ]
          },
          "orig": {
            "faces": [
              {
                "h": 120,
                "w": 120,
                "x": 1070,
                "y": 662
              }
            ]
          }
        },
        "id_str": "1963213402844631040",
        "indices": [
          284,
          307
        ],
        "media_key": "3_1963213402844631040",
        "media_results": {
          "id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARs+vDA21xAACgACGz7L9c6WECIAAA==",
          "result": {
            "__typename": "ApiMedia",
            "id": "QXBpTWVkaWE6DAABCgABGz68MDbXEAAKAAIbPsv1zpYQIgAA",
            "media_key": "3_1963213402844631040"
          }
        },
        "media_url_https": "https://pbs.twimg.com/media/Gz68MDbXEAAfh7n.jpg",
        "original_info": {
          "focus_rects": [
            {
              "h": 1376,
              "w": 2458,
              "x": 0,
              "y": 0
            },
            {
              "h": 1836,
              "w": 1836,
              "x": 3,
              "y": 0
            },
            {
              "h": 1836,
              "w": 1611,
              "x": 116,
              "y": 0
            },
            {
              "h": 1836,
              "w": 918,
              "x": 462,
              "y": 0
            },
            {
              "h": 1836,
              "w": 2458,
              "x": 0,
              "y": 0
            }
          ],
          "height": 1836,
          "width": 2458
        },
        "sizes": {
          "large": {
            "h": 1530,
            "w": 2048
          }
        },
        "type": "photo",
        "url": "https://t.co/AhEYPQwbkg"
      }
    ]
  },
  "card": null,
  "place": {},
  "entities": {
    "urls": [
      {
        "display_url": "arxiv.org/abs/2509.02534",
        "expanded_url": "http://arxiv.org/abs/2509.02534",
        "indices": [
          34,
          57
        ],
        "url": "https://t.co/MH0tui34Cb"
      }
    ]
  },
  "quoted_tweet": null,
  "retweeted_tweet": null,
  "isLimitedReply": false,
  "article": null
}