🐦 Twitter Post Details

Viewing enriched Twitter post

@_akhaliq

RT @zhuofengli96475: πŸš€ DCI just hit #1 on Hugging Face Daily Papers! Try it Now! @HuggingPapers https://t.co/h1CWuCtuQz https://t.co/8K2O…

Media 1

πŸ“Š Media Metadata

{
  "media": [
    {
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2055760605336756323/media_0.jpg",
      "media_url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2055760605336756323/media_0.jpg",
      "type": "photo",
      "filename": "media_0.jpg"
    }
  ],
  "processed_at": "2026-05-16T21:33:12.309106",
  "pipeline_version": "2.0"
}

πŸ”§ Raw API Response

{
  "type": "tweet",
  "id": "2055760605336756323",
  "url": "https://x.com/_akhaliq/status/2055760605336756323",
  "twitterUrl": "https://twitter.com/_akhaliq/status/2055760605336756323",
  "text": "RT @zhuofengli96475: πŸš€ DCI just hit #1 on Hugging Face Daily Papers! Try it Now! @HuggingPapers \n\nhttps://t.co/h1CWuCtuQz https://t.co/8K2O…",
  "source": "Twitter for iPhone",
  "retweetCount": 10,
  "replyCount": 0,
  "likeCount": 46,
  "quoteCount": 0,
  "viewCount": 6388,
  "createdAt": "Sat May 16 21:21:37 +0000 2026",
  "lang": "en",
  "bookmarkCount": 28,
  "isReply": false,
  "inReplyToId": null,
  "conversationId": "2055760605336756323",
  "displayTextRange": [
    0,
    140
  ],
  "inReplyToUserId": null,
  "inReplyToUsername": null,
  "author": {
    "type": "user",
    "userName": "_akhaliq",
    "url": "https://x.com/_akhaliq",
    "twitterUrl": "https://twitter.com/_akhaliq",
    "id": "2465283662",
    "name": "AK",
    "isVerified": false,
    "isBlueVerified": true,
    "verifiedType": null,
    "profilePicture": "https://pbs.twimg.com/profile_images/1451191636810092553/kpM5Fe12_normal.jpg",
    "coverPicture": "https://pbs.twimg.com/profile_banners/2465283662/1610997549",
    "description": "",
    "location": "",
    "followers": 493461,
    "following": 3138,
    "status": "",
    "canDm": true,
    "canMediaTag": true,
    "createdAt": "Sun Apr 27 00:20:12 +0000 2014",
    "entities": {
      "description": {
        "urls": []
      },
      "url": {}
    },
    "fastFollowersCount": 0,
    "favouritesCount": 38065,
    "hasCustomTimelines": true,
    "isTranslator": false,
    "mediaCount": 19536,
    "statusesCount": 46663,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [
      "1844746338396770616"
    ],
    "profile_bio": {
      "description": "AI research paper tweets, ML @Gradio (acq. by @HuggingFace πŸ€—) dm for promo ,submit papers here: https://t.co/UzmYN5XOCi",
      "entities": {
        "description": {
          "urls": [
            {
              "display_url": "huggingface.co/papers/submit",
              "expanded_url": "https://huggingface.co/papers/submit",
              "indices": [
                96,
                119
              ],
              "url": "https://t.co/UzmYN5XOCi"
            }
          ],
          "user_mentions": [
            {
              "id_str": "",
              "indices": [
                29,
                36
              ],
              "name": "",
              "screen_name": "Gradio"
            },
            {
              "id_str": "",
              "indices": [
                46,
                58
              ],
              "name": "",
              "screen_name": "HuggingFace"
            }
          ]
        },
        "url": {
          "urls": [
            {
              "display_url": "huggingface.co/akhaliq",
              "expanded_url": "https://huggingface.co/akhaliq",
              "indices": [
                0,
                23
              ],
              "url": "https://t.co/q2Qoey80Gx"
            }
          ]
        }
      }
    },
    "isAutomated": false,
    "automatedBy": null
  },
  "extendedEntities": {},
  "card": null,
  "place": {},
  "entities": {
    "hashtags": [],
    "symbols": [],
    "timestamps": [],
    "urls": [
      {
        "display_url": "huggingface.co/papers/2605.05…",
        "expanded_url": "https://huggingface.co/papers/2605.05242",
        "indices": [
          98,
          121
        ],
        "url": "https://t.co/h1CWuCtuQz"
      },
      {
        "display_url": "t.co/8K2O",
        "indices": [
          122,
          139
        ],
        "url": "https://t.co/8K2O"
      }
    ],
    "user_mentions": [
      {
        "id_str": "1747574779669008384",
        "indices": [
          3,
          19
        ],
        "name": "Zhuofeng Li",
        "screen_name": "zhuofengli96475"
      },
      {
        "id_str": "1906617820122595328",
        "indices": [
          81,
          95
        ],
        "name": "DailyPapers",
        "screen_name": "HuggingPapers"
      }
    ]
  },
  "quoted_tweet": null,
  "retweeted_tweet": {
    "type": "tweet",
    "id": "2053112214983159985",
    "url": "https://x.com/zhuofengli96475/status/2053112214983159985",
    "twitterUrl": "https://twitter.com/zhuofengli96475/status/2053112214983159985",
    "text": "πŸš€ DCI just hit #1 on Hugging Face Daily Papers! Try it Now! @HuggingPapers \n\nhttps://t.co/h1CWuCtuQz https://t.co/8K2O7zZ7vq",
    "source": "Twitter for iPhone",
    "retweetCount": 10,
    "replyCount": 0,
    "likeCount": 46,
    "quoteCount": 0,
    "viewCount": 6388,
    "createdAt": "Sat May 09 13:57:51 +0000 2026",
    "lang": "en",
    "bookmarkCount": 28,
    "isReply": false,
    "inReplyToId": null,
    "conversationId": "2053112214983159985",
    "displayTextRange": [
      0,
      100
    ],
    "inReplyToUserId": null,
    "inReplyToUsername": null,
    "author": {
      "type": "user",
      "userName": "zhuofengli96475",
      "url": "https://x.com/zhuofengli96475",
      "twitterUrl": "https://twitter.com/zhuofengli96475",
      "id": "1747574779669008384",
      "name": "Zhuofeng Li",
      "isVerified": false,
      "isBlueVerified": true,
      "verifiedType": null,
      "profilePicture": "https://pbs.twimg.com/profile_images/1990198406367580160/UCp5Wnse_normal.jpg",
      "coverPicture": "https://pbs.twimg.com/profile_banners/1747574779669008384/1763335222",
      "description": "",
      "location": "",
      "followers": 470,
      "following": 479,
      "status": "",
      "canDm": false,
      "canMediaTag": true,
      "createdAt": "Wed Jan 17 11:01:17 +0000 2024",
      "entities": {
        "description": {
          "urls": []
        },
        "url": {}
      },
      "fastFollowersCount": 0,
      "favouritesCount": 367,
      "hasCustomTimelines": true,
      "isTranslator": false,
      "mediaCount": 49,
      "statusesCount": 194,
      "withheldInCountries": [],
      "affiliatesHighlightedLabel": {},
      "possiblySensitive": false,
      "pinnedTweetIds": [
        "2052784645398303198"
      ],
      "profile_bio": {
        "description": "AI Researcher.\nCS PhD Student @TAMU.\nFormer Stanford University @StanfordAILab | TIGER-Lab @UWaterloo.\nLead / Co-Lead OpenResearcher, AgentFlow, Verl-Tool.",
        "entities": {
          "description": {
            "user_mentions": [
              {
                "id_str": "",
                "indices": [
                  30,
                  35
                ],
                "name": "",
                "screen_name": "TAMU"
              },
              {
                "id_str": "",
                "indices": [
                  64,
                  78
                ],
                "name": "",
                "screen_name": "StanfordAILab"
              },
              {
                "id_str": "",
                "indices": [
                  91,
                  101
                ],
                "name": "",
                "screen_name": "UWaterloo"
              }
            ]
          },
          "url": {
            "urls": [
              {
                "display_url": "zhuofeng-li.github.io",
                "expanded_url": "https://zhuofeng-li.github.io/",
                "indices": [
                  0,
                  23
                ],
                "url": "https://t.co/OHs9oRxurY"
              }
            ]
          }
        }
      },
      "isAutomated": false,
      "automatedBy": null
    },
    "extendedEntities": {
      "media": [
        {
          "allow_download_status": {
            "allow_download": true
          },
          "display_url": "pic.twitter.com/8K2O7zZ7vq",
          "expanded_url": "https://twitter.com/zhuofengli96475/status/2053112214983159985/photo/1",
          "ext_media_availability": {
            "status": "Available"
          },
          "features": {
            "large": {
              "faces": []
            },
            "orig": {
              "faces": []
            }
          },
          "id_str": "2053112098025009152",
          "indices": [
            101,
            124
          ],
          "media_key": "3_2053112098025009152",
          "media_results": {
            "id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARx+HpNG1nAACgACHH4eroIWMLEAAA==",
            "result": {
              "__typename": "ApiMedia",
              "id": "QXBpTWVkaWE6DAABCgABHH4ek0bWcAAKAAIcfh6ughYwsQAA",
              "media_key": "3_2053112098025009152"
            }
          },
          "media_url_https": "https://pbs.twimg.com/media/HH4ek0bWcAAC9Y3.jpg",
          "original_info": {
            "focus_rects": [
              {
                "h": 434,
                "w": 775,
                "x": 636,
                "y": 0
              },
              {
                "h": 434,
                "w": 434,
                "x": 806,
                "y": 0
              },
              {
                "h": 434,
                "w": 381,
                "x": 833,
                "y": 0
              },
              {
                "h": 434,
                "w": 217,
                "x": 915,
                "y": 0
              },
              {
                "h": 434,
                "w": 1788,
                "x": 0,
                "y": 0
              }
            ],
            "height": 434,
            "width": 1788
          },
          "sizes": {
            "large": {
              "h": 434,
              "w": 1788
            }
          },
          "type": "photo",
          "url": "https://t.co/8K2O7zZ7vq"
        }
      ]
    },
    "card": null,
    "place": {},
    "entities": {
      "hashtags": [],
      "symbols": [],
      "timestamps": [],
      "urls": [
        {
          "display_url": "huggingface.co/papers/2605.05…",
          "expanded_url": "https://huggingface.co/papers/2605.05242",
          "indices": [
            77,
            100
          ],
          "url": "https://t.co/h1CWuCtuQz"
        }
      ],
      "user_mentions": [
        {
          "id_str": "1906617820122595328",
          "indices": [
            60,
            74
          ],
          "name": "DailyPapers",
          "screen_name": "HuggingPapers"
        }
      ]
    },
    "quoted_tweet": {
      "type": "tweet",
      "id": "2052784645398303198",
      "url": "https://x.com/zhuofengli96475/status/2052784645398303198",
      "twitterUrl": "https://twitter.com/zhuofengli96475/status/2052784645398303198",
      "text": "πŸ”₯ Introducing Direct Corpus Interaction (DCI)! The best retriever for agentic search is no retriever.\n\nπŸš€ We replaced the entire agentic search pipeline β€” embedding model, vector index, top-k retrieval β€” with only `grep` and `bash`. πŸ”§\n\nπŸ“„ Paper: https://t.co/9FVvrdLCRf\n\nDCI unlocks the full agentic potential of any Claude Sonnet 4.6: 69.0% β†’ 80.0% on BrowseComp-Plus (+11.0, βˆ’$424).\n\nπŸ’‘The Magic:\nThe agent searches the raw corpus directly β€” `grep`, `find`, `bash`, shell pipelines β€” exactly like a coding agent navigating a codebase. No preprocess. No embedding model. No vector index. No offline indexing.\n\nπŸ“ŠThe Results:\nDCI outperforms top baselines across 13 benchmarks, with average gains of:\nπŸ” Agentic Search: +11.0%\n🧠 Multi-hop QA: +30.7%\nπŸ“ˆ IR Ranking: +21.5%\n\nπŸ’‘ Insights:\nBeyond accuracy, we conduct a series of controlled ablation studies to pinpoint the sources of DCI’s gains. Specifically, we examine trajectory-level search, evidence utilization corpus, context management, and tool usage (RQ2-RQ6).\n\nTry it yourself!\nπŸ› οΈCode: https://t.co/A8ch5QM1E4\nπŸ€– Demo: https://t.co/Y9H4abb2P6\nπŸ”Ž Eval logs: https://t.co/4iM7u1M8mz",
      "source": "Twitter for iPhone",
      "retweetCount": 58,
      "replyCount": 24,
      "likeCount": 229,
      "quoteCount": 13,
      "viewCount": 39070,
      "createdAt": "Fri May 08 16:16:13 +0000 2026",
      "lang": "en",
      "bookmarkCount": 233,
      "isReply": false,
      "inReplyToId": null,
      "conversationId": "2052784645398303198",
      "displayTextRange": [
        0,
        272
      ],
      "inReplyToUserId": null,
      "inReplyToUsername": null,
      "author": {
        "type": "user",
        "userName": "zhuofengli96475",
        "url": "https://x.com/zhuofengli96475",
        "twitterUrl": "https://twitter.com/zhuofengli96475",
        "id": "1747574779669008384",
        "name": "Zhuofeng Li",
        "isVerified": false,
        "isBlueVerified": true,
        "verifiedType": null,
        "profilePicture": "https://pbs.twimg.com/profile_images/1990198406367580160/UCp5Wnse_normal.jpg",
        "coverPicture": "https://pbs.twimg.com/profile_banners/1747574779669008384/1763335222",
        "description": "",
        "location": "",
        "followers": 470,
        "following": 479,
        "status": "",
        "canDm": false,
        "canMediaTag": true,
        "createdAt": "Wed Jan 17 11:01:17 +0000 2024",
        "entities": {
          "description": {
            "urls": []
          },
          "url": {}
        },
        "fastFollowersCount": 0,
        "favouritesCount": 367,
        "hasCustomTimelines": true,
        "isTranslator": false,
        "mediaCount": 49,
        "statusesCount": 194,
        "withheldInCountries": [],
        "affiliatesHighlightedLabel": {},
        "possiblySensitive": false,
        "pinnedTweetIds": [
          "2052784645398303198"
        ],
        "profile_bio": {
          "description": "AI Researcher.\nCS PhD Student @TAMU.\nFormer Stanford University @StanfordAILab | TIGER-Lab @UWaterloo.\nLead / Co-Lead OpenResearcher, AgentFlow, Verl-Tool.",
          "entities": {
            "description": {
              "user_mentions": [
                {
                  "id_str": "",
                  "indices": [
                    30,
                    35
                  ],
                  "name": "",
                  "screen_name": "TAMU"
                },
                {
                  "id_str": "",
                  "indices": [
                    64,
                    78
                  ],
                  "name": "",
                  "screen_name": "StanfordAILab"
                },
                {
                  "id_str": "",
                  "indices": [
                    91,
                    101
                  ],
                  "name": "",
                  "screen_name": "UWaterloo"
                }
              ]
            },
            "url": {
              "urls": [
                {
                  "display_url": "zhuofeng-li.github.io",
                  "expanded_url": "https://zhuofeng-li.github.io/",
                  "indices": [
                    0,
                    23
                  ],
                  "url": "https://t.co/OHs9oRxurY"
                }
              ]
            }
          }
        },
        "isAutomated": false,
        "automatedBy": null
      },
      "extendedEntities": {
        "media": [
          {
            "allow_download_status": {
              "allow_download": true
            },
            "display_url": "pic.twitter.com/z6yLmFj0IV",
            "expanded_url": "https://twitter.com/zhuofengli96475/status/2052784645398303198/photo/1",
            "ext_media_availability": {
              "status": "Available"
            },
            "features": {
              "large": {
                "faces": []
              },
              "orig": {
                "faces": []
              }
            },
            "id_str": "2052784145437237249",
            "indices": [
              273,
              296
            ],
            "media_key": "3_2052784145437237249",
            "media_results": {
              "id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARx89E3dVyABCgACHHz0wkVXkd4AAA==",
              "result": {
                "__typename": "ApiMedia",
                "id": "QXBpTWVkaWE6DAABCgABHHz0Td1XIAEKAAIcfPTCRVeR3gAA",
                "media_key": "3_2052784145437237249"
              }
            },
            "media_url_https": "https://pbs.twimg.com/media/HHz0Td1XIAE9kMu.jpg",
            "original_info": {
              "focus_rects": [
                {
                  "h": 538,
                  "w": 961,
                  "x": 643,
                  "y": 0
                },
                {
                  "h": 538,
                  "w": 538,
                  "x": 1054,
                  "y": 0
                },
                {
                  "h": 538,
                  "w": 472,
                  "x": 1087,
                  "y": 0
                },
                {
                  "h": 538,
                  "w": 269,
                  "x": 1189,
                  "y": 0
                },
                {
                  "h": 538,
                  "w": 1604,
                  "x": 0,
                  "y": 0
                }
              ],
              "height": 538,
              "width": 1604
            },
            "sizes": {
              "large": {
                "h": 538,
                "w": 1604
              }
            },
            "type": "photo",
            "url": "https://t.co/z6yLmFj0IV"
          },
          {
            "allow_download_status": {
              "allow_download": true
            },
            "display_url": "pic.twitter.com/z6yLmFj0IV",
            "expanded_url": "https://twitter.com/zhuofengli96475/status/2052784645398303198/photo/1",
            "ext_media_availability": {
              "status": "Available"
            },
            "features": {
              "large": {
                "faces": []
              },
              "orig": {
                "faces": []
              }
            },
            "id_str": "2052784171135782916",
            "indices": [
              273,
              296
            ],
            "media_key": "3_2052784171135782916",
            "media_results": {
              "id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARx89FPZF9AECgACHHz0wkVXkd4AAA==",
              "result": {
                "__typename": "ApiMedia",
                "id": "QXBpTWVkaWE6DAABCgABHHz0U9kX0AQKAAIcfPTCRVeR3gAA",
                "media_key": "3_2052784171135782916"
              }
            },
            "media_url_https": "https://pbs.twimg.com/media/HHz0U9kX0AQrsFh.jpg",
            "original_info": {
              "focus_rects": [
                {
                  "h": 872,
                  "w": 1557,
                  "x": 62,
                  "y": 0
                },
                {
                  "h": 872,
                  "w": 872,
                  "x": 404,
                  "y": 0
                },
                {
                  "h": 872,
                  "w": 765,
                  "x": 458,
                  "y": 0
                },
                {
                  "h": 872,
                  "w": 436,
                  "x": 622,
                  "y": 0
                },
                {
                  "h": 872,
                  "w": 1680,
                  "x": 0,
                  "y": 0
                }
              ],
              "height": 872,
              "width": 1680
            },
            "sizes": {
              "large": {
                "h": 872,
                "w": 1680
              }
            },
            "type": "photo",
            "url": "https://t.co/z6yLmFj0IV"
          },
          {
            "allow_download_status": {
              "allow_download": true
            },
            "display_url": "pic.twitter.com/z6yLmFj0IV",
            "expanded_url": "https://twitter.com/zhuofengli96475/status/2052784645398303198/photo/1",
            "ext_media_availability": {
              "status": "Available"
            },
            "features": {
              "large": {
                "faces": []
              },
              "orig": {
                "faces": []
              }
            },
            "id_str": "2052784265184587779",
            "indices": [
              273,
              296
            ],
            "media_key": "3_2052784265184587779",
            "media_results": {
              "id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARx89Gm+1rADCgACHHz0wkVXkd4AAA==",
              "result": {
                "__typename": "ApiMedia",
                "id": "QXBpTWVkaWE6DAABCgABHHz0ab7WsAMKAAIcfPTCRVeR3gAA",
                "media_key": "3_2052784265184587779"
              }
            },
            "media_url_https": "https://pbs.twimg.com/media/HHz0ab7WsAMjWas.jpg",
            "original_info": {
              "focus_rects": [
                {
                  "h": 566,
                  "w": 1011,
                  "x": 313,
                  "y": 0
                },
                {
                  "h": 566,
                  "w": 566,
                  "x": 535,
                  "y": 0
                },
                {
                  "h": 566,
                  "w": 496,
                  "x": 570,
                  "y": 0
                },
                {
                  "h": 566,
                  "w": 283,
                  "x": 677,
                  "y": 0
                },
                {
                  "h": 566,
                  "w": 1724,
                  "x": 0,
                  "y": 0
                }
              ],
              "height": 566,
              "width": 1724
            },
            "sizes": {
              "large": {
                "h": 566,
                "w": 1724
              }
            },
            "type": "photo",
            "url": "https://t.co/z6yLmFj0IV"
          },
          {
            "allow_download_status": {
              "allow_download": true
            },
            "display_url": "pic.twitter.com/z6yLmFj0IV",
            "expanded_url": "https://twitter.com/zhuofengli96475/status/2052784645398303198/photo/1",
            "ext_media_availability": {
              "status": "Available"
            },
            "features": {
              "large": {
                "faces": [
                  {
                    "h": 93,
                    "w": 93,
                    "x": 1245,
                    "y": 987
                  }
                ]
              },
              "orig": {
                "faces": [
                  {
                    "h": 93,
                    "w": 93,
                    "x": 1245,
                    "y": 987
                  }
                ]
              }
            },
            "id_str": "2052784327251951622",
            "indices": [
              273,
              296
            ],
            "media_key": "3_2052784327251951622",
            "media_results": {
              "id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARx89HgyV4AGCgACHHz0wkVXkd4AAA==",
              "result": {
                "__typename": "ApiMedia",
                "id": "QXBpTWVkaWE6DAABCgABHHz0eDJXgAYKAAIcfPTCRVeR3gAA",
                "media_key": "3_2052784327251951622"
              }
            },
            "media_url_https": "https://pbs.twimg.com/media/HHz0eDJXgAYnvHq.jpg",
            "original_info": {
              "focus_rects": [
                {
                  "h": 1119,
                  "w": 1999,
                  "x": 0,
                  "y": 0
                },
                {
                  "h": 1172,
                  "w": 1172,
                  "x": 0,
                  "y": 0
                },
                {
                  "h": 1172,
                  "w": 1028,
                  "x": 0,
                  "y": 0
                },
                {
                  "h": 1172,
                  "w": 586,
                  "x": 0,
                  "y": 0
                },
                {
                  "h": 1172,
                  "w": 1999,
                  "x": 0,
                  "y": 0
                }
              ],
              "height": 1172,
              "width": 1999
            },
            "sizes": {
              "large": {
                "h": 1172,
                "w": 1999
              }
            },
            "type": "photo",
            "url": "https://t.co/z6yLmFj0IV"
          }
        ]
      },
      "card": null,
      "place": {},
      "entities": {
        "hashtags": [],
        "symbols": [],
        "urls": [
          {
            "display_url": "huggingface.co/papers/2605.05…",
            "expanded_url": "https://huggingface.co/papers/2605.05242",
            "indices": [
              244,
              267
            ],
            "url": "https://t.co/9FVvrdLCRf"
          },
          {
            "display_url": "github.com/DCI-Agent/DCI-…",
            "expanded_url": "https://github.com/DCI-Agent/DCI-Agent-Lite",
            "indices": [
              1038,
              1061
            ],
            "url": "https://t.co/A8ch5QM1E4"
          },
          {
            "display_url": "huggingface.co/spaces/DCI-Age…",
            "expanded_url": "https://huggingface.co/spaces/DCI-Agent/demo",
            "indices": [
              1070,
              1093
            ],
            "url": "https://t.co/Y9H4abb2P6"
          },
          {
            "display_url": "huggingface.co/datasets/DCI-A…",
            "expanded_url": "https://huggingface.co/datasets/DCI-Agent/eval-logs",
            "indices": [
              1107,
              1130
            ],
            "url": "https://t.co/4iM7u1M8mz"
          }
        ],
        "user_mentions": []
      },
      "quoted_tweet": null,
      "retweeted_tweet": null,
      "isLimitedReply": false,
      "communityInfo": null,
      "article": null
    },
    "retweeted_tweet": null,
    "isLimitedReply": false,
    "communityInfo": null,
    "article": null
  },
  "isLimitedReply": false,
  "communityInfo": null,
  "article": null
}