🐦 Twitter Post Details

Viewing enriched Twitter post

@random_walker

Video: In a talk at the Neuro-Symbolic AI summer school, I argued that research fields progress in explore/exploit cycles, and that while the AI community is very good at the exploit phases, it is not so good at the explore phases and tends to get stuck in local minima. Progress toward AGI (though I don't use that term) will be helped if we have strong sub-communities that have different progress criteria from mainstream AI/ML and are big and powerful enough to support scholars' career advancement. https://t.co/q1mdjCHK91 (link goes to timestamp starting at 51:10) The above is Part 1 of the talk; Part 2 is based on this essay with @sayashk and is about the application of AI to other scientific disciplines. https://t.co/aycitbnKzW Thanks to the Centaur AI institute for inviting me and for the participants for a great discussion.

Media 1
Media 2

📊 Media Metadata

{
  "media": [
    {
      "type": "photo",
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1961418167227425074/media_0.jpg?",
      "filename": "media_0.jpg"
    },
    {
      "type": "photo",
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1961418167227425074/media_1.jpg?",
      "filename": "media_1.jpg"
    }
  ],
  "processed_at": "2025-08-29T13:39:56.710408",
  "pipeline_version": "2.0"
}

🔧 Raw API Response

{
  "type": "tweet",
  "id": "1961418167227425074",
  "url": "https://x.com/random_walker/status/1961418167227425074",
  "twitterUrl": "https://twitter.com/random_walker/status/1961418167227425074",
  "text": "Video: In a talk at the Neuro-Symbolic AI summer school, I argued that research fields progress in explore/exploit cycles, and that while the AI community is very good at the exploit phases, it is not so good at the explore phases and tends to get stuck in local minima. Progress toward AGI (though I don't use that term) will be helped if we have strong sub-communities that have different progress criteria from mainstream AI/ML and are big and powerful enough to support scholars' career advancement.\nhttps://t.co/q1mdjCHK91 (link goes to timestamp starting at 51:10)\n\nThe above is Part 1 of the talk; Part 2 is based on this essay with @sayashk and is about the application of AI to other scientific disciplines. https://t.co/aycitbnKzW\n\nThanks to the Centaur AI institute for inviting me and for the participants for a great discussion.",
  "source": "Twitter for iPhone",
  "retweetCount": 2,
  "replyCount": 0,
  "likeCount": 9,
  "quoteCount": 0,
  "viewCount": 1172,
  "createdAt": "Fri Aug 29 13:18:27 +0000 2025",
  "lang": "en",
  "bookmarkCount": 1,
  "isReply": false,
  "inReplyToId": null,
  "conversationId": "1961418167227425074",
  "displayTextRange": [
    0,
    280
  ],
  "inReplyToUserId": null,
  "inReplyToUsername": null,
  "author": {
    "type": "user",
    "userName": "random_walker",
    "url": "https://x.com/random_walker",
    "twitterUrl": "https://twitter.com/random_walker",
    "id": "10834752",
    "name": "Arvind Narayanan",
    "isVerified": false,
    "isBlueVerified": true,
    "verifiedType": null,
    "profilePicture": "https://pbs.twimg.com/profile_images/1650881612756942850/bZYjMyFU_normal.jpg",
    "coverPicture": "https://pbs.twimg.com/profile_banners/10834752/1488663432",
    "description": "",
    "location": "Princeton, NJ",
    "followers": 124252,
    "following": 490,
    "status": "",
    "canDm": false,
    "canMediaTag": false,
    "createdAt": "Tue Dec 04 11:14:14 +0000 2007",
    "entities": {
      "description": {
        "urls": []
      },
      "url": {}
    },
    "fastFollowersCount": 0,
    "favouritesCount": 18593,
    "hasCustomTimelines": true,
    "isTranslator": false,
    "mediaCount": 890,
    "statusesCount": 12885,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [
      "1961012555305882084"
    ],
    "profile_bio": {
      "description": "Princeton CS prof. Director @PrincetonCITP. I use X to share my research and commentary on the societal impact of AI.\nBOOK: AI Snake Oil. Views mine.",
      "entities": {
        "description": {
          "user_mentions": [
            {
              "id_str": "0",
              "indices": [
                28,
                42
              ],
              "name": "",
              "screen_name": "PrincetonCITP"
            }
          ]
        },
        "url": {
          "urls": [
            {
              "display_url": "cs.princeton.edu/~arvindn/",
              "expanded_url": "https://www.cs.princeton.edu/~arvindn/",
              "indices": [
                0,
                23
              ],
              "url": "https://t.co/px6fpSaouY"
            }
          ]
        }
      }
    },
    "isAutomated": false,
    "automatedBy": null
  },
  "extendedEntities": {
    "media": [
      {
        "allow_download_status": {
          "allow_download": true
        },
        "display_url": "pic.twitter.com/GTsxb8PgiK",
        "expanded_url": "https://twitter.com/random_walker/status/1961418167227425074/photo/1",
        "ext_media_availability": {
          "status": "Available"
        },
        "features": {
          "large": {},
          "orig": {}
        },
        "id_str": "1961415173731696641",
        "indices": [
          281,
          304
        ],
        "media_key": "3_1961415173731696641",
        "media_results": {
          "id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARs4WLVfVsABCgACGzhbblmWoTIAAA==",
          "result": {
            "__typename": "ApiMedia",
            "id": "QXBpTWVkaWE6DAABCgABGzhYtV9WwAEKAAIbOFtuWZahMgAA",
            "media_key": "3_1961415173731696641"
          }
        },
        "media_url_https": "https://pbs.twimg.com/media/GzhYtV9WwAEEKLJ.jpg",
        "original_info": {
          "focus_rects": [
            {
              "h": 615,
              "w": 1098,
              "x": 0,
              "y": 324
            },
            {
              "h": 974,
              "w": 974,
              "x": 0,
              "y": 0
            },
            {
              "h": 974,
              "w": 854,
              "x": 0,
              "y": 0
            },
            {
              "h": 974,
              "w": 487,
              "x": 58,
              "y": 0
            },
            {
              "h": 974,
              "w": 1098,
              "x": 0,
              "y": 0
            }
          ],
          "height": 974,
          "width": 1098
        },
        "sizes": {
          "large": {
            "h": 974,
            "w": 1098
          }
        },
        "type": "photo",
        "url": "https://t.co/GTsxb8PgiK"
      }
    ]
  },
  "card": null,
  "place": {},
  "entities": {
    "urls": [
      {
        "display_url": "youtube.com/live/zVJ59vIde…",
        "expanded_url": "https://www.youtube.com/live/zVJ59vIden0?si=ON_GyqFMJbEWQAEB&t=3070",
        "indices": [
          504,
          527
        ],
        "url": "https://t.co/q1mdjCHK91"
      },
      {
        "display_url": "aisnakeoil.com/p/could-ai-slo…",
        "expanded_url": "https://www.aisnakeoil.com/p/could-ai-slow-science",
        "indices": [
          717,
          740
        ],
        "url": "https://t.co/aycitbnKzW"
      }
    ],
    "user_mentions": [
      {
        "id_str": "3084274082",
        "indices": [
          640,
          648
        ],
        "name": "Sayash Kapoor",
        "screen_name": "sayashk"
      }
    ]
  },
  "quoted_tweet": null,
  "retweeted_tweet": null,
  "isLimitedReply": false,
  "article": null
}