{
  "type": "tweet",
  "id": "2042607353175097660",
  "url": "https://x.com/MingchenZhuge/status/2042607353175097660",
  "twitterUrl": "https://twitter.com/MingchenZhuge/status/2042607353175097660",
  "text": "🫱 Introducing 𝐍𝐞𝐮𝐫𝐚𝐥 𝐂𝐨𝐦𝐩𝐮𝐭𝐞𝐫s: \n\n𝐰𝐡𝐚𝐭 𝐢𝐟 𝐀𝐈 𝐝𝐨𝐞𝐬 𝐧𝐨𝐭 𝐣𝐮𝐬𝐭 𝐮𝐬𝐞 𝐜𝐨𝐦𝐩𝐮𝐭𝐞𝐫𝐬 𝐛𝐞𝐭𝐭𝐞𝐫, 𝐛𝐮𝐭 𝐛𝐞𝐠𝐢𝐧𝐬 𝐭𝐨 𝐛𝐞𝐜𝐨𝐦𝐞 𝐭𝐡𝐞 𝐫𝐮𝐧𝐧𝐢𝐧𝐠 𝐜𝐨𝐦𝐩𝐮𝐭𝐞𝐫 𝐢𝐭𝐬𝐞𝐥𝐟?\n\nBeyond today's conventional computers, agents, and world models, Neural Computers (NCs) are new frontiers where computation, memory, and I/O move into a learned runtime state. \n\nWe ask: whether parts of runtime can move inward into the learning system itself. This is our first step toward the Completely Neural Computer (CNC): a general-purpose neural computer with stable execution, explicit reprogramming, and durable capability reuse.\n\nWork done with Mingchen Zhuge (@MingchenZhuge), Changsheng Zhao, Haozhe Liu (@HaoZhe65347 ), Zijian Zhou (@ZijianZhou524 ), Shuming Liu (@shuming96 ), Wenyi Wang (@Wenyi_AI_Wang ), Ernie Chang (@erniecyc ), Gael Le Lan, Junjie Fei, Wenxuan Zhang, Zhipeng Cai (@cai_zhipeng ), Zechun Liu (@zechunliu ), Yunyang Xiong (@YoungXiong1 ), Yining Yang, Yuandong Tian (@tydsh ), Yangyang Shi, Vikas Chandra (@vikasc), Juergen Schmidhuber (@SchmidhuberAI)",
  "source": "Twitter for iPhone",
  "retweetCount": 89,
  "replyCount": 22,
  "likeCount": 447,
  "quoteCount": 18,
  "viewCount": 93333,
  "createdAt": "Fri Apr 10 14:15:17 +0000 2026",
  "lang": "en",
  "bookmarkCount": 227,
  "isReply": false,
  "inReplyToId": null,
  "conversationId": "2042607353175097660",
  "displayTextRange": [
    0,
    182
  ],
  "inReplyToUserId": null,
  "inReplyToUsername": null,
  "author": {
    "type": "user",
    "userName": "MingchenZhuge",
    "url": "https://x.com/MingchenZhuge",
    "twitterUrl": "https://twitter.com/MingchenZhuge",
    "id": "1579872819839746048",
    "name": "Mingchen Zhuge",
    "isVerified": false,
    "isBlueVerified": true,
    "verifiedType": null,
    "profilePicture": "https://pbs.twimg.com/profile_images/2011434280245760000/L__asGMf_normal.jpg",
    "coverPicture": "https://pbs.twimg.com/profile_banners/1579872819839746048/1728847434",
    "description": "",
    "location": "Mountain View, CA",
    "followers": 1515,
    "following": 710,
    "status": "",
    "canDm": false,
    "canMediaTag": true,
    "createdAt": "Tue Oct 11 16:33:45 +0000 2022",
    "entities": {
      "description": {
        "urls": []
      },
      "url": {}
    },
    "fastFollowersCount": 0,
    "favouritesCount": 1227,
    "hasCustomTimelines": true,
    "isTranslator": false,
    "mediaCount": 33,
    "statusesCount": 239,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [
      "1846410651218161781"
    ],
    "profile_bio": {
      "description": "PhD with @SchmidhuberAI; Ex @Meta @Microsoft, etc; Authors @MetaGPT_, https://t.co/wnoau7Zhp6, etc.",
      "entities": {
        "description": {
          "hashtags": [],
          "symbols": [],
          "urls": [
            {
              "display_url": "gptswarm.org",
              "expanded_url": "http://gptswarm.org",
              "indices": [
                70,
                93
              ],
              "url": "https://t.co/wnoau7Zhp6"
            }
          ],
          "user_mentions": [
            {
              "id_str": "0",
              "indices": [
                9,
                23
              ],
              "name": "",
              "screen_name": "SchmidhuberAI"
            },
            {
              "id_str": "0",
              "indices": [
                28,
                33
              ],
              "name": "",
              "screen_name": "Meta"
            },
            {
              "id_str": "0",
              "indices": [
                34,
                44
              ],
              "name": "",
              "screen_name": "Microsoft"
            },
            {
              "id_str": "0",
              "indices": [
                59,
                68
              ],
              "name": "",
              "screen_name": "MetaGPT_"
            }
          ]
        },
        "url": {
          "urls": [
            {
              "display_url": "METAUTO.ai",
              "expanded_url": "http://METAUTO.ai",
              "indices": [
                0,
                23
              ],
              "url": "https://t.co/5nn7TW8cQU"
            }
          ]
        }
      }
    },
    "isAutomated": false,
    "automatedBy": null
  },
  "extendedEntities": {
    "media": [
      {
        "allow_download_status": {
          "allow_download": true
        },
        "display_url": "pic.twitter.com/m0PoSGNZqk",
        "expanded_url": "https://twitter.com/MingchenZhuge/status/2042607353175097660/photo/1",
        "ext_media_availability": {
          "status": "Available"
        },
        "features": {
          "all": {
            "tags": [
              {
                "name": "Yuandong Tian",
                "screen_name": "tydsh",
                "type": "user",
                "user_id": "97939183"
              },
              {
                "name": "Andrej Karpathy",
                "screen_name": "karpathy",
                "type": "user",
                "user_id": "33836629"
              },
              {
                "name": "Jim Fan",
                "screen_name": "DrJimFan",
                "type": "user",
                "user_id": "1007413134"
              },
              {
                "name": "Jürgen Schmidhuber",
                "screen_name": "SchmidhuberAI",
                "type": "user",
                "user_id": "1163786515144724485"
              },
              {
                "name": "AK",
                "screen_name": "_akhaliq",
                "type": "user",
                "user_id": "2465283662"
              },
              {
                "name": "hardmaru",
                "screen_name": "hardmaru",
                "type": "user",
                "user_id": "2895499182"
              },
              {
                "name": "Zechun Liu",
                "screen_name": "zechunliu",
                "type": "user",
                "user_id": "1672856688062500864"
              },
              {
                "name": "Yunyang Xiong",
                "screen_name": "YoungXiong1",
                "type": "user",
                "user_id": "1359295331012329474"
              },
              {
                "name": "Haozhe Liu",
                "screen_name": "HaoZhe65347",
                "type": "user",
                "user_id": "1775775133669445632"
              },
              {
                "name": "Zhipeng Cai",
                "screen_name": "cai_zhipeng",
                "type": "user",
                "user_id": "1037208112896376832"
              }
            ]
          },
          "large": {
            "faces": [
              {
                "h": 76,
                "w": 76,
                "x": 656,
                "y": 572
              },
              {
                "h": 80,
                "w": 80,
                "x": 292,
                "y": 664
              },
              {
                "h": 446,
                "w": 446,
                "x": 150,
                "y": 198
              }
            ]
          },
          "orig": {
            "faces": [
              {
                "h": 76,
                "w": 76,
                "x": 656,
                "y": 572
              },
              {
                "h": 80,
                "w": 80,
                "x": 292,
                "y": 664
              },
              {
                "h": 446,
                "w": 446,
                "x": 150,
                "y": 198
              }
            ]
          }
        },
        "id_str": "2042607340810383360",
        "indices": [
          183,
          206
        ],
        "media_key": "3_2042607340810383360",
        "media_results": {
          "id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARxYzI3km7AACgACHFjMkMWaQTwAAA==",
          "result": {
            "__typename": "ApiMedia",
            "id": "QXBpTWVkaWE6DAABCgABHFjMjeSbsAAKAAIcWMyQxZpBPAAA",
            "media_key": "3_2042607340810383360"
          }
        },
        "media_url_https": "https://pbs.twimg.com/media/HFjMjeSbsAAmpqt.jpg",
        "original_info": {
          "focus_rects": [
            {
              "h": 891,
              "w": 1591,
              "x": 0,
              "y": 0
            },
            {
              "h": 1591,
              "w": 1591,
              "x": 0,
              "y": 0
            },
            {
              "h": 1814,
              "w": 1591,
              "x": 0,
              "y": 0
            },
            {
              "h": 2048,
              "w": 1024,
              "x": 254,
              "y": 0
            },
            {
              "h": 2048,
              "w": 1591,
              "x": 0,
              "y": 0
            }
          ],
          "height": 2048,
          "width": 1591
        },
        "sizes": {
          "large": {
            "h": 2048,
            "w": 1591
          }
        },
        "type": "photo",
        "url": "https://t.co/m0PoSGNZqk"
      }
    ]
  },
  "card": null,
  "place": {},
  "entities": {
    "hashtags": [],
    "symbols": [],
    "timestamps": [],
    "urls": [],
    "user_mentions": [
      {
        "id_str": "1579872819839746048",
        "indices": [
          603,
          617
        ],
        "name": "Mingchen Zhuge",
        "screen_name": "MingchenZhuge"
      },
      {
        "id_str": "1775775133669445632",
        "indices": [
          649,
          661
        ],
        "name": "Haozhe Liu",
        "screen_name": "HaoZhe65347"
      },
      {
        "id_str": "1560928994148683781",
        "indices": [
          678,
          692
        ],
        "name": "Zijian Zhou",
        "screen_name": "ZijianZhou524"
      },
      {
        "id_str": "1049490918036799488",
        "indices": [
          709,
          719
        ],
        "name": "Shuming Liu",
        "screen_name": "shuming96"
      },
      {
        "id_str": "1577258782727487489",
        "indices": [
          735,
          749
        ],
        "name": "Wenyi Wang",
        "screen_name": "Wenyi_AI_Wang"
      },
      {
        "id_str": "347355021",
        "indices": [
          766,
          775
        ],
        "name": "Ernie Chang",
        "screen_name": "erniecyc"
      },
      {
        "id_str": "1037208112896376832",
        "indices": [
          832,
          844
        ],
        "name": "Zhipeng Cai",
        "screen_name": "cai_zhipeng"
      },
      {
        "id_str": "1672856688062500864",
        "indices": [
          860,
          870
        ],
        "name": "Zechun Liu",
        "screen_name": "zechunliu"
      },
      {
        "id_str": "1359295331012329474",
        "indices": [
          889,
          901
        ],
        "name": "Yunyang Xiong",
        "screen_name": "YoungXiong1"
      },
      {
        "id_str": "97939183",
        "indices": [
          933,
          939
        ],
        "name": "Yuandong Tian",
        "screen_name": "tydsh"
      },
      {
        "id_str": "29025086",
        "indices": [
          972,
          979
        ],
        "name": "Vikas Chandra",
        "screen_name": "vikasc"
      },
      {
        "id_str": "1163786515144724485",
        "indices": [
          1003,
          1017
        ],
        "name": "Jürgen Schmidhuber",
        "screen_name": "SchmidhuberAI"
      }
    ]
  },
  "quoted_tweet": null,
  "retweeted_tweet": null,
  "isLimitedReply": false,
  "communityInfo": null,
  "article": null
}