\u9707\u60ca\u4e86\uff0c\u6700\u8fd1\ud835\udd4f\u4e0a\u75af\u4f20\u4e00\u4efdHudson River Trading\u9996\u5c4a\u5b9e\u4e60\u751f\u540d\u5355<\/strong>\u3002<\/p>\n \u4eba\u4e5f\u4e0d\u591a\uff0c\u5c3110\u4e2a\u3002\u4f46\u4ed4\u7ec6\u4e00\u770b\u5413\u4e00\u8df3\uff0c\u4e2a\u9876\u4e2a\u90fd\u662f\u8001\u719f\u4eba\uff1a<\/p>\n Alexandr Wang\uff1aScale AI\u8054\u5408\u521b\u59cb\u4eba\/CEO<\/p>\n Jesse Zhang\uff1aDecagon\u8054\u5408\u521b\u59cb\u4eba\/CEO<\/p>\n Scott Wu\uff1aCognition\u8054\u5408\u521b\u59cb\u4eba\/CEO<\/p>\n Jeffrey Yan\uff1aHyperliquid\u521b\u59cb\u4eba\/CEO<\/p>\n \u51e0\u4e4e\u5982\u4ecaAI\u521d\u521b\u5708\u7684\u534a\u58c1\u6c5f\u5c71\u90fd\u5728\u8fd9\u513f\u4e86\uff0c\u9635\u5bb9\u8c6a\u534e\u7a0b\u5ea6\u582a\u6bd4\u5f53\u5e74\u7684PayPal Mafia<\/strong>\u3002<\/p>\n \u800c\u5982\u4eca\uff0c\u771f\u662f\u6c5f\u5c71\u4ee3\u6709\u624d\u4eba\u51fa\uff0c\u53ea\u4e0d\u8fc7\u8fd9\u4e00\u5c4a\u7684Godfather\u53d8\u6210\u4e86\u91cf\u5316<\/strong>\u3002<\/p>\n \u4e0d\u4ec5\u5982\u6b64\uff0cScott Wu\u672c\u4eba\u8fd8\u73b0\u8eab\u8bc4\u8bba\u533a\uff0c\u5766\u8a00\u4ed6\u4eec\u8fd9\u7fa4\u4eba\u5176\u5b9e\u65e9\u5728HRT\u4e4b\u524d\u5c31\u5df2\u7ecf\u56e0\u4e3a\u5965\u8d5b\u7ed3\u8bc6\u2026\u2026<\/p>\n \u9664\u4e86\u524d\u9762\u63d0\u53ca\u7684\u56db\u4f4d\uff0c\u8fd8\u6709Perplexity\u8054\u521bJohnny Ho\u3001Pika\u521b\u59cb\u4eba\u517cCEO Demi Guo\uff0c\u4ee5\u53caCognition\u8054\u521bSteven Hao\u7b49\u3002<\/p>\n \u5965\u8d5b\u2192\u91cf\u5316\u5b9e\u4e60\u751f\u2192AI\u521b\u4e1a<\/a><\/strong>\uff0c\u539f\u6765\u5927\u795e\u90fd\u662f\u8fd9\u6837\u7ec3\u6210\u7684\u3002<\/p>\n \u4e5f\u96be\u602a\u6709\u7f51\u53cb\u8bf4\uff1a<\/p>\n \u73b0\u5728\u5c31\u4e3a\u6211\u672a\u51fa\u751f\u7684\u5b69\u5b50\u62a5\u540d\u6240\u6709\u5965\u8d5b\u3002\u4f5c\u4e3a\u4e00\u4e2a\u672a\u5a5a\u7684\u4e9a\u6d32\u7537\u4eba\uff0c\u8fd9\u53ef\u4ee5\u7b97\u4f5c\u63d0\u524d\u89c4\u5212\u3002<\/p>\n \u59a5\u59a5\u5730\u8d62\u5728\u8d77\u8dd1\u7ebf\uff5e\uff08doge\uff09<\/p>\n \u534e\u5c14\u8857\u4e0a\u7684\u7845\u8c37<\/a>\u9ec4\u57d4\u519b\u6821<\/strong><\/p>\n \u8981\u4e0d\u8fd8\u5f97\u8bf4\u534e\u5c14\u8857\u7684\u773c\u5149\u6bd2\u8fa3\uff0c\u8fd9\u62db\u5b9e\u4e60\u751f\u4e00\u62db\u4e00\u4e2a\u51c6\u3002<\/p>\n \u9996\u6279\u5c31\u62db10\u4e2a\u4eba\uff0c4\u4e2a\u5df2\u7ecf\u662f\u7845\u8c37\u65b0\u8d35<\/strong>\uff0c\u5176\u4f59\u4eba\u4e5f\u662f\u5404\u81ea\u884c\u4e1a\u7684\u4f7c\u4f7c\u8005\u3002<\/p>\n \u5355\u8bba\u8fd9\u4eba\u624d\u8f6c\u5316\u7684\u7206\u7387\uff0c\u5bf9\u6807\u8c37\u6b4c\u3001Meta\u8fd9\u4e9b\u4e13\u4ea7AI\u5927\u795e\u7684\u7845\u8c37\u516c\u53f8\uff0c\u90fd\u6709\u8fc7\u4e4b\u800c\u65e0\u4e0d\u53ca\u3002<\/p>\n Alexandr Wang<\/p>\n \u5148\u770b\u6700\u8fd1\u98ce\u5934\u6b63\u76db\u7684\u4e9a\u5386\u5c71\u5927\u738b<\/strong>\u3002<\/p>\n \u4e9a\u5386\u5c71\u5927\u738b\u662f\u5178\u578b\u7684\u5965\u8d5b\u5929\u624d\u51fa\u8eab\uff0c\u4e2d\u5b66\u65f6\u671f\u5c31\u8fde\u95ef\u6570\u5b66\u3001\u7269\u7406\u3001\u8ba1\u7b97\u673a\u4e09\u5927\u9886\u57df\u7ade\u8d5b\u3002<\/p>\n \u8fde\u7eed\u4e24\u5e74\u5165\u56f4\u7f8e\u56fd<\/a>\u8ba1\u7b97\u673a\u5965\u6797\u5339\u514b\u7ade\u8d5b\u51b3\u8d5b\uff0c\u5e76\u57282013\u5e74\u8fdb\u5165\u6570\u5b66\u5965\u6797\u5339\u514b\u590f\u4ee4\u8425\uff0c2014\u5e74\u52a0\u5165\u7f8e\u56fd\u7269\u7406\u56fd\u5bb6\u961f\u3002<\/p>\n MIT\u8f8d\u5b66\u521b\u4e1aScale AI\u7684\u540c\u5e74\uff0c\u4ed6\u52a0\u5165HRT\u8d1f\u8d23\u7b97\u6cd5\u5f00\u53d1\u3002\u968f\u540e\u5728YC\u6276\u6301\u4e0b\uff0c\u548cLucy Guo\u4e00\u8d77\u8054\u5408\u521b\u7acb\u6570\u636e\u6807\u6ce8\u516c\u53f8Scale AI<\/strong>\u3002<\/p>\n \u516c\u53f8\u65e9\u671f\u4e13\u6ce8\u81ea\u52a8\u9a7e\u9a76\u6570\u636e\u6807\u6ce8\uff0c\u5e76\u5728\u540e\u7eed\u9010\u6e10\u6269\u5c55\u5230\u591a\u6a21\u6001\u6570\u636e\u5904\u7406\uff0c\u5e76\u670d\u52a1OpenAI<\/a>\u3001Meta\u7b49\u5927\u6a21\u578b\u516c\u53f8\u30022021\u5e74\u516c\u53f8\u4f30\u503c\u5c31\u5df2\u7a81\u783473\u4ebf\u7f8e\u5143\uff0c\u4e5f\u8ba9\u4e9a\u5386\u5c71\u5927\u738b\u4e00\u4e3e\u6210\u4e3a\u6700\u6709\u524d\u666f\u7684AI\u72ec\u89d2\u517dCEO\u4e4b\u4e00\u3002<\/p>\n \u5728\u53bb\u5e746\u6708\uff0cMeta\u5b8c\u6210\u5bf9Scale AI\u7684\u6536\u8d2d<\/a>\u6295\u8d44<\/a>\uff0c\u4e9a\u5386\u5c71\u5927\u738b\u968f\u5373\u52a0\u5165Meta\u9886\u5bfc\u8d85\u7ea7\u667a\u80fd\u5b9e\u9a8c\u5ba4\uff0c\u5e76\u5728\u51e0\u5929\u524d\u521a\u521a\u4ea4\u5377\u9996\u4e2a\u5927\u6a21\u578b\u2014\u2014Muse Spark<\/strong>\u3002<\/p>\n Muse Spark\u4e3b\u6253\u539f\u751f\u591a\u6a21\u6001\uff0c\u4f5c\u4e3aMeta\u8fc4\u4eca\u4e3a\u6b62\u6700\u5f3a\u5927\u7684\u6a21\u578b\uff0c\u4e00\u7ecf\u53d1\u5e03\uff0c\u5c31\u706b\u901f\u62c9\u5347Meta\u80a1\u4ef77%\uff0c\u4e00\u5ea6\u6da8\u5e45\u8d85\u8fc7\u8fd110%\u3002<\/p>\n \u5728\u7b2c\u4e09\u65b9\u6d4b\u8bc4\u4e2d\uff0cMuse Spark\u4e5f\u540c\u6837\u8868\u73b0\u4f18\u5f02\uff0c\u6210\u529f\u5e26\u9886Meta\u56de\u5230\u884c\u4e1a\u7b2c\u4e00\u68af\u961f\u3002<\/p>\n Scott Wu<\/p>\n Scott Wu<\/strong>\u582a\u79f0\u7f8e\u56fd\u4fe1\u606f\u5b66\u5965\u8d5b\u7684\u625b\u628a\u5b50\u3002<\/p>\n \u603b\u5171\u83b7\u5f97\u8fc7\u4e09\u679aIOI\u91d1\u724c\uff0c\u5176\u4e2d2014\u5e74\u66f4\u662f\u4ee5600\/600\u7684\u6ee1\u5206\u6210\u7ee9\u6392\u540d\u5168\u7403\u7b2c\u4e00\uff0c\u662fIOI\u5386\u53f2\u4e0a\u6781\u5c11\u6570\u83b7\u5f97\u6ee1\u5206\u7684\u9009\u624b\u4e4b\u4e00\u3002<\/p>\n Scott Wu\u7684\u5546\u4e1a\u55c5\u89c9\u76f8\u5f53\u654f\u9510\uff0c\u5728\u54c8\u4f5b\u5927\u4e8c\u671f\u95f4\u5c31\u53c2\u4e0e\u521b\u529e\u4e86AI\u9a71\u52a8\u7684\u793e\u4ea4\u5e73\u53f0Lunchclub\uff0c\u65e8\u5728\u901a\u8fc7\u7b97\u6cd5\u5339\u914d\u4e13\u4e1a\u4eba\u58eb\u8fdb\u884c\u5348\u9910\u4ea4\u6d41\u3002\u8fd9\u4e5f\u8ba9\u4ed6\u5165\u9009\u4e862020\u5e74\u798f\u5e03\u65af<\/a>30\u5c81\u4ee5\u4e0b\u7cbe\u82f1\u699c\u3002<\/p>\n 2023\u5e74\uff0c\u4ed6\u4f5c\u4e3a\u521b\u59cb\u4eba\u4e00\u624b\u5efa\u7acb\u4e86Cognition\uff0c\u6b21\u5e743\u6708\u53d1\u5e03\u4e86\u4e16\u754c\u4e0a\u7b2c\u4e00\u4f4dAI\u8f6f\u4ef6\u5de5\u7a0b\u5e08Devin<\/strong>\u3002<\/p>\n \u4e0d\u540c\u4e8eGitHub Copilot\u7684\u7f16\u7a0b\u52a9\u624b\u5b9a\u4f4d\uff0cDevin\u80fd\u591f\u81ea\u4e3b\u89c4\u5212\u590d\u6742\u7684\u5de5\u7a0b\u4efb\u52a1\uff0c\u5b8c\u6210\u4ee3\u7801\u7f16\u5199\u3001\u8c03\u8bd5bug\u3001\u90e8\u7f72\u7b49\u5168\u6808\u64cd\u4f5c\u3002<\/p>\n \u5728SWE-bench\u4e0a\uff0cDevin\u8868\u73b0\u65ad\u5c42\u9886\u5148\uff0c\u80fd\u591f\u72ec\u7acb\u89e3\u51b313.86%\u7684GitHub\u771f\u5b9e\u95ee\u9898\uff0c\u8fdc\u8d85\u5f53\u65f6\u6700\u5f3a\u7684\u9876\u5c16\u6a21\u578bGPT-4\u7b49\u3002<\/p>\n Devin\u66f4\u662f\u4e00\u4e3e\u5c06\u80cc\u540e\u7684\u516c\u53f8Cognition\u63a8\u5411\u4e86\u8d44\u672c\u5e02\u573a\u7684\u5dc5\u5cf0\uff0c\u516c\u53f8\u5728\u6210\u7acb\u4e0d\u5230\u4e00\u5e74\u7684\u65f6\u95f4\u5185\uff0c\u5c31\u4f30\u503c\u98d9\u5347\u5230102\u4ebf\u7f8e\u5143\u3002<\/p>\n \u76ee\u524d\u5f97\u76ca\u4e8e\u5bf9Windsurf<\/strong>\u7684\u6218\u7565\u6536\u8d2d\uff0c\u5e74\u5316\u6536\u5165\uff08ARR\uff09\u5df2\u7a81\u78341\u4ebf\u7f8e\u5143\u5927\u5173\u3002<\/p>\n Jeffrey Yan<\/p>\n \u4e0d\u540c\u4e8eAlexandr Wang\u548cScott Wu\u5b8c\u5168\u8f6c\u6295AI\uff0cJeffrey Yan<\/strong>\u5219\u7ee7\u7eed\u5728AI\u91d1\u878d\u6df1\u5ea6\u6316\u6398\u3002<\/p>\n \u4ed6\u572818\u5c81\u5c31\u83b7\u5f97\u4e86\u7269\u7406\u5965\u8d5b\u91d1\u724c\uff0c\u5e76\u5728\u9752\u5c11\u5e74\u5965\u6797\u5339\u514b\u590f\u4ee4\u8425\u8ba4\u8bc6\u4e86\u5c0f\u4ed6\u4e24\u5c81\u7684Scott Wu\u3002<\/p>\n \u636e\u4ed6\u56de\u5fc6\uff0cHRT\u9996\u671f\u5b9e\u4e60\u751f\u9879\u76ee\u662f\u5728\u4ed6\u5927\u4e09\u90a3\u5e74\u7684\u51ac\u5929\uff0c\u5f7c\u65f6\u7684HRT\u5df2\u7ecf\u662f\u4e16\u754c\u4e0a\u6700\u6210\u529f\u7684\u91cf\u5316\u4ea4\u6613\u516c\u53f8\u4e4b\u4e00\u3002<\/p>\n \u5b9e\u4e60\u9879\u76ee\u4e3a\u4e00\u4e2a\u8017\u65f6\u4e09\u5468\u7684\u7ade\u8d5b\uff0c\u800c\u5728\u6bcf\u4e00\u8f6e\u4e2d\uff0cScott Wu\u90fd\u4f1a\u548c\u4ed6\u5305\u63fd\u524d\u4e24\u540d\u3002\u5728\u54c8\u4f5b\u7855\u58eb\u6bd5\u4e1a\u4e4b\u540e\uff0cJeffrey Yan\u8fd8\u5168\u804c\u52a0\u5165\u8fc7HRT\uff0c\u8d1f\u8d23\u7f8e\u80a1\u7b97\u6cd5\u5f00\u53d1\u3002<\/p>\n \u9009\u62e9\u91cf\u5316\uff0c\u662f\u56e0\u4e3a\u4ed6\u8ba4\u4e3a\u4ea4\u6613\u662f\u73b0\u5b9e\u4e16\u754c\u4e2d\u6700\u7eaf\u7cb9\u7684\u771f\u4eba\u535a\u5f08\uff1a<\/p>\n \u4f60\u662f\u5bf9\u7684\uff0c\u8fd8\u662f\u9519\u7684\uff0c\u5e02\u573a\u4f1a\u7ed9\u51fa\u6700\u7ec8\u7684\u7b54\u6848\u3002\u5168\u4e16\u754c\u6700\u806a\u660e\u7684\u4eba\u90fd\u5728\u548c\u4f60\u7ade\u4e89\uff0c\u4eba\u4eec\u5171\u540c\u521b\u9020\u4e00\u4e2a\u6d41\u52a8\u9ad8\u6548\u7684\u91d1\u878d\u5e02\u573a\u3002<\/p>\n \u800c\u79bb\u5f00\u91cf\u5316\uff0c\u5219\u662f\u56e0\u4e3a\u4ed6\u5e0c\u671b\u80fd\u521b\u9020\u51fa\u66f4\u591a\u4ef7\u503c\uff0c\u6bd4\u5982\u7528AI\u9769\u65b0\u91d1\u878d\u6839\u672c\u3002<\/p>\n \u4ed6\u521b\u529e\u4e86\u53bb\u4e2d\u5fc3\u5316\u4ea4\u6613\u5e73\u53f0Hyperliquid<\/strong>\uff0c\u81ea2023\u5e74\u4ee5\u6765\uff0c\u7d2f\u8ba1\u4ea4\u6613\u91cf\u5df2\u8d85\u8fc74\u4e07\u4ebf\u7f8e\u5143\uff0c\u5360\u636e\u5e02\u573a37%\u7684\u4efd\u989d\uff0c\u76ee\u524d\u4e5f\u662f\u5168\u7403\u4eba\u5747\u5229\u6da6\u6700\u9ad8\u7684\u521d\u521b\u516c\u53f8\u4e4b\u4e00\u3002<\/p>\n Jesse Zhang<\/strong><\/p>\n Jesse Zhang<\/strong>\u4e0d\u4ec5\u662f\u7845\u8c37\u76ee\u524d\u6700\u6d3b\u8dc3\u7684AI\u521b\u4e1a\u8005\u4e4b\u4e00\uff0c\u4e5f\u662f\u4e00\u540d\u773c\u5149\u72ec\u5230\u7684\u5929\u4f7f\u6295\u8d44\u4eba\u3002<\/p>\n \u9ad8\u4e2d\u65f6\u671f\u66fe\u4e24\u6b21\u5165\u9009\u7f8e\u56fd\u6570\u5b66\u5965\u6797\u5339\u514b\u8bad\u7ec3\u8425\u4ee5\u53ca\u8fdb\u5165\u7f8e\u56fd\u7269\u7406\u56fd\u5bb6\u961f\uff0c\u57282015\u5e74\u4ed6\u8fd8\u5165\u56f4\u4e86\u88ab\u8a89\u4e3a\u201c\u5c11\u5e74\u8bfa\u8d1d\u5c14\u5956\u201d\u7684Intel\u79d1\u5b66\u5929\u624d\u5956\u51b3\u8d5b\u3002<\/p>\n \u4e09\u5e74\u8bfb\u5b8c\u54c8\u4f5b\u672c\u79d1\u540e\uff0cJesse Zhang\u5148\u540e\u5728HRT\u3001\u8c37\u6b4c\u5b9e\u4e60\u5de5\u4f5c\uff0c\u5e76\u57282017\u5e74\u521b\u5efa\u6e38\u620f<\/a>\u793e\u4ea4\u521d\u521b\u516c\u53f8Lowkey\uff0c\u516c\u53f8\u57282021\u5e74\u88ab\u300a\u5b9d\u53ef\u68a6Go\u300b\u5f00\u53d1\u5546Niantic\u6536\u8d2d\u3002<\/p>\n 2023\u5e74\u4ed6\u518d\u5ea6\u521b\u4e1aAI\u5ba2\u670d\u667a\u80fd\u4f53\u516c\u53f8Decagon<\/strong>\uff0c\u77ed\u77ed\u4e09\u5e74\u4e0d\u5230\u516c\u53f8\u4f30\u503c\u5c31\u8fbe\u523045\u4ebf\u7f8e\u5143\u3002<\/p>\n \u4e0e\u6b64\u540c\u65f6\uff0c\u4ed6\u8fd8\u8fde\u7eed\u6295\u4e2d\u4e86\u5305\u62ecPika\u3001Cursor\u3001Lovable\u3001Cognition\u7b49\u5728\u5185\u768430\u591a\u5bb6\u660e\u661fAI\u521d\u521b\u516c\u53f8<\/strong>\uff0c\u5e76\u5165\u90092026\u5e74\u798f\u5e03\u65afAI\u9886\u57df30\u4f4d30\u5c81\u4ee5\u4e0b\u7cbe\u82f1\u699c\u5355\u3002<\/p>\n Johnny Ho<\/strong><\/p>\n Johnny Ho<\/strong>\u662f\u548cScott Wu\u9f50\u540d\u7684IOI\u5927\u795e\uff0c\u540c\u6837\u4e09\u6b21\u83b7\u5f97IOI\u91d1\u724c\uff0c\u5e76\u57282012\u5e74\u62ff\u4e0b\u6ee1\u5206\uff0c\u4f4d\u5217\u5168\u7403\u7b2c\u4e00\u3002<\/p>\n \u5728\u54c8\u4f5b\u6bd5\u4e1a\u540e\uff0c\u4ed6\u66fe\u5728\u534e\u5c14\u8857\u9876\u7ea7\u9ad8\u9891\u4ea4\u6613\u516c\u53f8Tower Research Capital\u5de5\u4f5c\u591a\u5e74\uff0c\u62c5\u4efb\u91cf\u5316\u4ea4\u6613\u5458\uff0c\u8d1f\u8d23\u5f00\u53d1\u9ad8\u9891\u4ea4\u6613\u6a21\u578b\u548c\u7b56\u7565<\/a>\u3002<\/p>\n \u57282022\u5e74\uff0c\u4ed6\u548cAravind Srinivas\u3001Denis Yarats\u3001Andy Konwinski\u7b49\u4eba\u5171\u540c\u521b\u7acb\u4e86Perplexity<\/strong>\uff0c\u5e76\u62c5\u4efbCSO\u3002<\/p>\n Perplexity\u76ee\u524d\u662f\u5168\u7403AI\u641c\u7d22\u9886\u519b\u4f01\u4e1a\uff0c\u6708\u6d3b\u8dc3\u7528\u6237\u8d851\u4ebf\uff0c\u5728\u53bb\u5e74\u5e95\u5b8c\u6210E\u8f6e\u878d\u8d44<\/a>\u540e\u516c\u53f8\u603b\u4f30\u503c\u7ea6200\u4ebf\u7f8e\u5143\uff0c\u622a\u6b62\u5230\u4eca\u5e744\u6708\uff0cARR\u5df2\u7a81\u78345\u4ebf\u7f8e\u5143\u3002<\/p>\n \u57282\u6708\u4efd\uff0cPerplexity\u521a\u521a\u63a8\u51fa\u9f99\u867e\u65d7\u8230\u4ea7\u54c1Perplexity Computer<\/strong>\uff0c\u652f\u630119\u79cd\u6a21\u578b\u7684\u8c03\u7528\uff0c\u4e0d\u4ec5\u80fd\u56de\u7b54\u95ee\u9898\uff0c\u800c\u4e14\u80fd\u50cf\u4eba\u7c7b\u64cd\u4f5c\u7535\u8111\u4e00\u6837\u81ea\u4e3b\u6267\u884c\u4efb\u52a1\uff0c\u64cd\u4f5c\u5185\u5bb9\u51e0\u4e4e\u56ca\u62ec\u65e5\u5e38\u6240\u9700\u7684\u5168\u90e8\u573a\u666f\u3002<\/p>\n Demi Guo<\/strong><\/p>\n Demi Guo<\/strong>\u51fa\u751f\u4e8e\u676d\u5dde\uff0c\u5e74\u5c11\u65f6\u671f\u8ddf\u968f\u5bb6\u4eba\u79fb\u5c45\u7f8e\u56fd\uff0c\u968f\u540e\u6458\u5f972015\u5e74IOI\u94f6\u724c\u3002<\/p>\n \u5728\u54c8\u4f5b\u672c\u7855\u548c\u65af\u5766\u798f\u535a\u58eb\u671f\u95f4\uff0c\u5979\u5148\u540e\u5728Quora\u3001\u5fae\u8f6f<\/a>\u3001HRT\u3001\u8c37\u6b4c\u3001Meta\u3001Epic\u5de5\u4f5c\u5b9e\u4e60\uff0c\u5e76\u66fe\u5728\u7ea2\u6749\u8d44\u672c\u4e2d\u56fd\u3001\u521b\u65b0<\/a>\u5de5\u573a\u7b49\u591a\u5bb6\u516c\u53f8\u62c5\u4efb\u98ce\u9669\u6295\u8d44<\/a>\u5b9e\u4e60\u751f\u3002<\/p>\n 2023\u5e74\uff0c\u5979\u548cChenlin Meng\u3001Karli Chen\u5171\u540c\u521b\u4e1aAI\u89c6\u9891\u751f\u6210\u516c\u53f8Pika<\/strong>\uff0c\u4e09\u5e74\u65f6\u95f4Pika\u5df2\u7ecf\u8fc5\u901f\u6210\u957f\u4e3a\u884c\u4e1a\u7b2c\u4e00\u68af\u961f\uff0c\u5168\u7403\u7528\u6237\u89c4\u6a21\u8d851600\u4e07\uff0c\u5e76\u6536\u83b7\u4e86Quora\u521b\u59cb\u4eba Adam D\u2019Angelo\u3001GitHub\u524dCEO Nat Friedman\u7b49\u660e\u661f\u6295\u8d44\u4eba\u7684\u9752\u7750\u3002<\/p>\n Steven Hao<\/p>\n Steven Hao<\/strong>\u540c\u6837\u4e5f\u662fIOI\u91d1\u724c\u9009\u624b\u51fa\u8eab\uff0cMIT\u672c\u79d1\u671f\u95f4\u66fe\u5728\u5168\u7403\u9876\u7ea7\u91cf\u5316\u4ea4\u6613\u516c\u53f8Jane Street\u548cThe D. E. Shaw Group\u5b9e\u4e60\u3002<\/p>\n 2018\u5e74\u5f00\u59cb\uff0c\u4ed6\u6b63\u5f0f\u52a0\u5165\u4e9a\u5386\u5c71\u5927\u738b\u7684Scale AI\u62c5\u4efb\u8f6f\u4ef6\u5de5\u7a0b\u5e08\uff0c\u5728\u5de5\u4f5c\u56db\u5e74\u4e4b\u540e\u9009\u62e9\u8f9e\u804c\u521b\u4e1a\uff0c\u548cScott Wu\u4e00\u8d77\u521b\u529e\u4e86Cognition\u3002<\/p>\n \u4e8b\u5b9e\u4e0a\uff0cCognition\u7684\u53e6\u4e00\u4f4d\u8054\u521bWalden Yan\u4e5f\u540c\u6837\u662fIOI\u91d1\u724c\u5f97\u4e3b\uff0c\u516c\u53f8\u6210\u5458\u4e5f\u7edd\u5927\u591a\u6570\u90fd\u662f\u7ade\u8d5b\u51fa\u8eab\uff0c\u6240\u4ee5\u7f51\u53cb\u4e5f\u7ecf\u5e38\u620f\u79f0Cognition\u662fIOI\u91d1\u724c\u68a6\u4e4b\u961f<\/strong>\uff0c\u4ec5\u670910\u4eba\u5de6\u53f3\u7684\u5c0f\u56e2\u961f\uff0c\u5374\u62e5\u6709\u657010\u679aIOI\u91d1\u724c\u3002<\/p>\n \u2026\u2026.<\/p>\n \u800c\u8fd9\u7fa4\u4eba\u8fd8\u53ea\u662f\u8fd9\u4efd\u540d\u5355\u4e0a\u7684\u51b0\u5c71\u4e00\u89d2\uff0c\u5177\u4f53\u540d\u5355\u6709\u591a\u957f\uff0c\u6211\u4eec\u8fd8\u65e0\u4ece\u5f97\u77e5\u3002<\/p>\n \u4f46\u663e\u800c\u6613\u89c1\u7684\u662f\uff0c\u4ed6\u4eec\u8eab\u4e0a\u90fd\u9ad8\u9891\u6298\u5c04\u51fa\u540c\u4e00\u6761\u6210\u957f\u8def\u5f84\uff1a<\/p>\n \u5965\u8d5b\u51fa\u8eab\u3001\u91cf\u5316\u5b9e\u4e60\u3001AI\u521b\u4e1a\u3002<\/strong><\/p>\n \u5176\u4e2d\uff0c\u91cf\u5316\u80cc\u666f\u6b63\u5728\u6210\u4e3a\u8fd9\u6279\u7845\u8c37\u65b0\u8d35\u6700\u72ec\u6811\u4e00\u5e1c\u7684\u7279\u5f81\u3002<\/p>\n AI\u4e0a\u5cb8\u7b2c\u4e00\u7ad9\uff1a\u91cf\u5316<\/p>\n \u8bf4\u5230\u91cf\u5316\u548cAI\u7684\u5408\u6d41\uff0c\u6700\u5178\u578b\u7684\u83ab\u8fc7\u4e8eDeepSeek<\/strong>\u3002<\/p>\n \u5e7b\u65b9\u91cf\u5316\u7684\u786e\u662f\u884c\u4e1a\u7ed5\u4e0d\u5f00\u7684\u5750\u6807\uff0c\u4f5c\u4e3a\u56fd\u5185\u5934\u90e8\u91cf\u5316\u673a\u6784\uff0c\u5b83\u7387\u5148\u5c06\u91cf\u5316\u601d\u7ef4\uff0c\u6b63\u5f0f\u5e26\u5165\u56fd\u5185AI\u884c\u4e1a\u7684\u89c6\u91ce\u4e4b\u4e2d\u3002<\/p>\n \u4e5f\u8ba9\u8bb8\u591a\u4eba\u7b2c\u4e00\u6b21\u610f\u8bc6\u5230\uff0c\u539f\u6765\u641eAI\u7684\u548c\u641e\u91cf\u5316\u7684\uff0c\u672c\u8d28\u53ef\u4ee5\u90fd\u662f\u540c\u4e00\u6279\u4eba\u3002<\/strong><\/p>\n \u9996\u5148\uff0c\u91cf\u5316\u548cAI\u4e4b\u95f4\u5e95\u5c42\u903b\u8f91\u9ad8\u5ea6\u540c\u9891\u3002<\/strong><\/p>\n \u5b83\u4eec\u7684\u6838\u5fc3\u90fd\u662f\u5728\u5927\u89c4\u6a21\u968f\u673a\u6570\u636e\u4e2d\u5bfb\u627e\u786e\u5b9a\u7684\u8303\u5f0f\uff0c\u90fd\u662f\u5728\u8ffd\u6c42\u53ef\u590d\u73b0\u548c\u53ef\u9a8c\u8bc1\u7684\u7a33\u5b9a\u652f\u70b9\u3002<\/p>\n \u7b80\u5355\u6765\u8bf4\uff0c\u5c31\u662f\u5728\u4e0d\u786e\u5b9a\u4e2d\u5bfb\u627e\u786e\u5b9a\u3002<\/p>\n \u5176\u6b21\uff0c\u4e8c\u8005\u7684\u6280\u672f\u6808\u4e5f\u7d27\u5bc6\u91cd\u5408\u3002<\/strong><\/p>\n \u4ece\u65e9\u671f\u7684\u7ebf\u6027\u6a21\u578b\uff0c\u5230\u540e\u6765\u7684LSTM\uff0c\u518d\u5230\u5982\u4eca\u7684Transformer\uff0c\u4e24\u8fb9\u90fd\u5728\u5171\u7528\u540c\u4e00\u5957\u5e8f\u5217\u5efa\u6a21\u7684\u6280\u672f\u6f14\u8fdb\uff0c\u53ea\u662f\u91cf\u5316\u662f\u7528\u770bK\u7ebf\u56fe\u7684\u65b9\u5f0f\u7406\u89e3Token\u5e8f\u5217\u3002<\/p>\n \u5728\u6570\u636e\u5904\u7406\u4e0a\uff0c\u90fd\u6d89\u53ca\u76d1\u7763\u5b66\u4e60\u4e0e\u5f3a\u5316\u5b66\u4e60\u8303\u5f0f\uff0c\u5e76\u9700\u8981\u5e94\u5bf9\u5927\u89c4\u6a21\u6570\u636e\u566a\u58f0\u3002<\/p>\n \u800c\u8fd9\u4e9b\u9876\u7ea7\u91cf\u5316\u79c1\u52df\uff0c\u548c\u5934\u90e8AI\u5b9e\u9a8c\u5ba4\u4e00\u6837\uff0c\u90fd\u662f\u7b97\u529b\u541e\u91d1\u517d\uff0c\u540c\u6837\u9075\u5faaScaling Laws\u539f\u5219\uff0c\u540c\u6837\u9700\u8981\u957f\u671f\u7ef4\u62a4\u5927\u89c4\u6a21\u7684GPU\u96c6\u7fa4\u3002<\/p>\n \u4e5f\u6b63\u56e0\u5982\u6b64\uff0c\u5b83\u4eec\u5728\u62db\u8058\u4eba\u624d\u65f6\uff0c\u4e89\u62a2\u7684\u90fd\u662f\u540c\u4e00\u6279\u4eba\u3002<\/strong><\/p>\n \u5965\u8d5b\u91d1\u724c\u3001\u9876\u7ea7\u540d\u6821\u3001\u7f16\u7a0b\u5927\u725b\uff0c\u5728\u4e24\u8fb9\u90fd\u662f\u7099\u624b\u53ef\u70ed\u7684\u5b58\u5728\u3002AI\u516c\u53f8\u559c\u6b22\u53bb\u91cf\u5316\u673a\u6784\u6316\u7b97\u6cd5\u5de5\u7a0b\u4eba\u624d\uff0c\u91cf\u5316\u5de8\u5934\u4e5f\u70ed\u8877\u4e8e\u9ad8\u85aa\u5438\u5f15AI\u9876\u7ea7\u5de5\u7a0b\u5e08\u3002<\/p>\n AI\u4e0e\u91cf\u5316\u4e4b\u95f4\u7684\u884c\u4e1a\u754c\u9650\u6b63\u5728\u53d8\u5f97\u6a21\u7cca\uff0c\u91cf\u5316\u8bad\u7ec3\u5df2\u6210\u4e3aAI\u521b\u4e1a\u4eba\u624d\u57f9\u517b\u7684\u4e00\u6761\u9690\u6027\u8def\u5f84\u3002<\/p>\n \u4f46\u8fd9\u4e2a\u8d8b\u52bf\uff0c\u653e\u773c\u56fd\u5185\u8fd8\u4e0d\u592a\u660e\u663e\u3002<\/p>\n \u56fd\u5185\u6709\u91cf\u5316\u51fa\u8eab\u7684AI\u521b\u4e1a\u8005\u5417\uff1f\u7b54\u6848\u662f\u80af\u5b9a\u7684\uff0c\u4f46\u5e76\u975e\u4e3b\u6d41\u3002<\/p>\n \u7edd\u5927\u591a\u6570\u56fd\u5185AI\u521b\u4e1a\u8005\u8fd8\u662f\u9075\u5faa\u7740\u4e00\u6761\u7a33\u5b9a\u7684\u5de5\u7a0b\u5316\u6210\u957f\u7ba1\u9053\uff1a\u5148\u62e5\u6709\u624e\u5b9e\u7684\u9ad8\u8d28\u91cf\u5b66\u672f\u80cc\u666f\uff0c\u7136\u540e\u8fdb\u5165\u6210\u719f\u7684\u5934\u90e8\u5927\u5382\u6df1\u8015AI\u6838\u5fc3\u6280\u672f\uff0c\u79ef\u7d2f\u4ea7\u4e1a\u7ecf\u9a8c\u540e\u518d\u51fa\u8d70\u521b\u4e1a\u3002<\/strong><\/p>\n \u8fd9\u6837\u4e00\u5957\u4e0b\u6765\uff0c\u56fd\u5185\u8fd9\u4e9bAI\u521b\u59cb\u4eba\u66f4\u61c2\u5f97\u5982\u4f55\u8fdb\u884c\u4ea7\u54c1\u843d\u5730\u548c\u5b8c\u6210\u5546\u4e1a\u95ed\u73af\uff0c\u521b\u4e1a\u5bb9\u9519\u7387\u4e5f\u76f8\u5bf9\u8f83\u9ad8\u3002<\/p>\n 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