![\"\u5e74\u51651\u4ebf\u7f8e\u5143\uff01\u4e24\u4e2a90\u540e\u4f2f\u514b\u5229\u5ba4\u53cb\uff0c\u641e\u51fa\u6700\u8d5a\u94b1\u7684AI\u751f\u610f\"](\"https:\/\/x0.ifengimg.com\/ucms\/2026_28\/B280E8EECEF776A88483FAA8A5E25DB518ABFC39_size62_w1080_h460.jpg\")
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\u65b0\u667a\u5143\u62a5\u9053<\/strong><\/p>\n \u3010\u65b0\u667a\u5143\u5bfc\u8bfb\u3011<\/strong>\u5168\u7845\u8c37<\/a>\u90fd\u5728\u62fc\u547d\u5377AI\uff0c\u6700\u540e\u8d5a\u7ffb\u7684\u662f\u88c1\u5224\uff01\u4f2f\u514b\u5229\u56e2\u961f\u641e\u7684\u514d\u8d39\u64c2\u53f0Arena\uff0c\u4e0d\u9020AI\u53ea\u9760\u300c\u5356\u6c34\u300d\uff0c8\u4e2a\u6708\u72c2\u63fd1\u4ebf\u7f8e\u5143\u8425\u6536\uff0c\u4f30\u503c\u76f4\u63a5\u51b2\u783417\u4ebf\u5927\u5173\u3002<\/p>\n \u4e00\u4e2a\u4e0d\u9020AI\u7684\u516c\u53f8\uff0c\u5e74\u51651\u4ebf\u7f8e\u5143\uff01<\/p>\n \u7f14\u9020\u8fd9\u4e00\u5546\u4e1a\u795e\u8bdd\u7684\uff0c\u662f\u7845\u8c37AI\u5de8\u5934\u4e89\u76f8\u89d2\u9010\u7684\u300c\u5927\u6a21\u578b\u64c2\u53f0\u300d\u2014\u2014Arena\u3002<\/p>\n \u5b83\u7684\u524d\u8eab\u53ebChatbot Arena\uff0c\u6700\u521d\u4ec5\u4ec5\u662fUC\u4f2f\u514b\u5229\u56e2\u961f\uff0c\u57282023\u5e74\u53d1\u8d77\u7684\u4e00\u9879\u5f00\u6e90\u7814\u7a76\u9879\u76ee\u3002<\/p>\n \u8c01\u80fd\u60f3\u5230\uff0c\u77ed\u77ed\u65f6\u95f4\uff0c\u5b83\u5c31\u6210\u4e86\u62ff\u634f\u5927\u6a21\u578b\u547d\u8109\u7684\u6838\u5fc3\u9635\u5730\u3002<\/p>\n \u5c31\u5728\u4eca\u5929\uff0c\u5728Arena\u5546\u4e1a\u5316\u670d\u52a1\u4e0a\u7ebf\u4ec5\u4ec58\u4e2a\u6708\u540e\uff0c\u5e74\u5316\u8425\u6536\u8fbe\u5230\u4e861\u4ebf\u7f8e\u5143\uff0c\u521b\u4e0b\u65b0\u91cc\u7a0b\u7891\u3002<\/p>\n ChatGPT<\/a>\u3001Claude\u5237\u699c\uff0c\u5927\u6a21\u578b\u64c2\u53f0<\/strong><\/p>\n \u5bf9\u5f88\u591a\u4eba\u6765\u8bf4\uff0cArena\u5e76\u4e0d\u964c\u751f\u3002<\/p>\n \u5b83\u6700\u4e3a\u4eba\u6d25\u6d25\u4e50\u9053\u7684\uff0c\u5c31\u662f\u90a3\u4e2a\u5b8c\u5168\u9760\u7528\u6237\u771f\u5b9e\u76f2\u6d4b\u5806\u51fa\u6765\u7684\u5927\u6a21\u578b\u6392\u884c\u699c\u3002<\/p>\n \u73a9\u6cd5\u7b80\u5355\u5230\u6781\u81f4\uff0c\u5374\u53c8\u5145\u6ee1\u7ade\u6280\u611f\u2014\u2014<\/p>\n \u8f93\u5165\u4e00\u6bb5\u63d0\u793a\u8bcd\uff0c\u7cfb\u7edf\u76f2\u6d4b\u6d3e\u51fa\u4e24\u4e2a\u533f\u540d\u6a21\u578b\u540c\u65f6\u4f5c\u7b54\uff1b\u7136\u540e\u9009\u51fa\u54ea\u4e2a\u66f4\u597d\u3002<\/p>\n \u7cfb\u7edf\u628a\u5343\u4e07\u5f20\u8fd9\u6837\u7684\u9009\u7968\uff0c\u6c47\u6210\u4e00\u5f20Elo\u5f0f\u7684\u6392\u884c\u699c\u3002<\/p>\n \u5c31\u8fd9\u4e48\u4e2a\u300c\u6253\u64c2\u53f0\u300d\u7684\u673a\u5236\uff0c\u8ba9\u5b83\u6210\u4e86\u5168\u7403AI\u7231\u597d\u8005\u548c\u5f00\u53d1\u8005\u7684\u5723\u5730\u3002<\/p>\n \u5230\u4eca\u5929\uff0c\u5e73\u53f0\u5df2\u7ecf\u6512\u4e0b\u8d85\u8fc71000\u4e07\u6b21\u7528\u6237\u8bc4\u6d4b\uff0c7\u4ebf\u6b21\u5bf9\u8bdd\uff0c8200\u4e07\u5f20\u6295\u7968\uff0c\u6bcf\u67081000\u4e07+\u8bbf\u5ba2\uff0c\u6765\u81ea\u5168\u7403150\u591a\u4e2a\u56fd\u5bb6\u3002<\/p>\n \u66f4\u5173\u952e\u7684\u662f\uff0c\u6bcf\u5929\u7ea680%\u7684\u7528\u6237\u63d0\u95ee\u90fd\u662f\u5168\u65b0\u7684\uff0c\u6ca1\u6709\u4efb\u4f55\u6a21\u578b\u80fd\u63d0\u524d\u300c\u80cc\u9898\u300d\u3002<\/p>\n \u542b\u91d1\u91cf\u6709\u591a\u9ad8\uff1f<\/p>\n OpenAI<\/a>\u3001\u8c37\u6b4c\u3001Anthropic\u3001Meta\uff0c\u8fd9\u4e9b\u5e73\u65f6\u6253\u5f97\u5934\u7834\u8840\u6d41\u7684\u9876\u7ea7\u5927\u5382\uff0c\u5168\u90fd\u628a\u81ea\u5bb6\u65d7\u8230\u6a21\u578b\u9001\u4e0aArena\u63a5\u53d7\u793e\u533a\u62f7\u6253\u3002<\/p>\n OpenAI\u751a\u81f3\u5728GPT-5\u6b63\u5f0f\u53d1\u5e03\u524d\uff0c\u7528\u4ee3\u53f7\u300csummit\u300d\u5077\u5077\u4e0a\u699c\u6d4b\u8bd5\u3002<\/p>\n \u6362\u53e5\u8bdd\u8bf4\uff0c\u5168\u7845\u8c37\u6700\u5f3a\u7684\u90a3\u6279\u6a21\u578b\uff0c\u90fd\u5728\u7b49\u4e00\u4e2a\u4f2f\u514b\u5229\u5b66\u751f\u7684\u9879\u76ee\u7ed9\u5b83\u4eec\u76d6\u6233\u3002<\/p>\n 1\u4ebf\u7f8e\u91d1\u8425\u6536\uff0c\u600e\u4e48\u8dd1\u51fa\u6765\uff1f<\/strong><\/p>\n \u90a3\u4e48\u95ee\u9898\u6765\u4e86\u2014\u2014\u4e00\u4e2a\u514d\u8d39\u6392\u884c\u699c\uff0c\u600e\u4e48\u5c31\u6210\u4e861\u4ebf\u7f8e\u5143\u7684\u5438\u91d1\u517d\uff1f<\/p>\n \u53bb\u5e749\u6708\uff0cArena\u4e0a\u7ebf\u4e86\u4e00\u6b3eAI Evaluations\u7684\u5546\u4e1a\u670d\u52a1\uff1a<\/p>\n \u6a21\u578b\u5382\u5546\u548c\u5927\u4f01\u4e1a\u53ef\u4ee5\u4ed8\u8d39\uff0c\u8ba9Arena\u8c03\u52a8\u5b83\u90a3\u4e2a\u6570\u5343\u4e07\u4eba\u7684\u793e\u533a\uff0c\u5bf9\u81ea\u5bb6\u6a21\u578b\u505a\u6df1\u5ea6\u8bc4\u6d4b\uff0c\u62ff\u5230\u5149\u9760\u8dd1\u5206\u6839\u672c\u5f97\u4e0d\u5230\u7684\u300c\u771f\u5b9e\u4e16\u754c\u300d\u6027\u80fd\u5206\u6790\u3002<\/p>\n \u8fd9\u662f\u4e00\u5957\u300c\u9762\u5411\u771f\u5b9e\u4e16\u754c\u7684CI\/CD\u7cfb\u7edf\u300d\u3002<\/p>\n \u6a21\u578b\u4e00\u65e6\u51c6\u5907\u516c\u5f00\u53d1\u5e03\uff0cArena\u4f1a\u514d\u8d39\u66ff\u793e\u533a\u628a\u5b83\u8bc4\u6d4b\u4e00\u904d\uff1b<\/p>\n \u800c\u4f01\u4e1a\u60f3\u77e5\u9053\u81ea\u5bb6\u6a21\u578b\u5728\u771f\u5b9e\u7528\u6237\u624b\u91cc\u5230\u5e95\u5f3a\u5728\u54ea\u3001\u5f31\u5728\u54ea\u3001\u54ea\u91cc\u5728\u80e1\u8bf4\u516b\u9053\uff0c\u90a3\u5c31\u5f97\u638f\u94b1\u3002<\/p>\n \u8fd9\u662f\u4e00\u79cd\u5178\u578b\u7684\u300c\u5356\u6c34\u4eba\u300d\u751f\u610f\u2014\u2014\u6dd8\u91d1\u70ed\u91cc\uff0c\u6316\u91d1\u5b50\u7684\u4e0d\u4e00\u5b9a\u8d5a\u94b1\uff0c\u4f46\u5356\u6c34\u3001\u5356\u94f2\u5b50\u7684\u7a33\u8d5a\u4e0d\u8d54\u3002<\/p>\n \u5927\u6a21\u578b\u5382\u5546\u8d8a\u662f\u75af\u72c2\u5185\u5377\u3001\u8d8a\u662f\u62fc\u547d\u60f3\u69a8\u51fa\u6700\u540e\u4e00\u70b9\u6027\u80fd\uff0c\u5bf9\u8fd9\u79cd\u300c\u4e0a\u7ebf\u540e\u8c03\u4f18\u300d\u670d\u52a1\u7684\u80c3\u53e3\u5c31\u8d8a\u5927\u3002<\/p>\n \u800cArena\u6070\u597d\u5361\u5728\u4e86\u6240\u6709\u4eba\u90fd\u5fc5\u987b\u7ecf\u8fc7\u7684\u90a3\u4e2a\u4f4d\u7f6e\u4e0a\u3002<\/p>\n \u4e09\u4e2a\u4f2f\u514b\u5229\u4eba<\/strong><\/p>\n \u505a\u51fa\u6700\u8d5a\u94b1\u7684\u751f\u610f<\/strong><\/p>\n Arena\u7684\u524d\u8eab\uff0c\u53ebChatbot Arena\u3002<\/p>\n \u518d\u5f80\u524d\uff0c\u5b83\u5c5e\u4e8e\u4f2f\u514b\u5229\u90a3\u4e2a\u8d6b\u8d6b\u6709\u540d\u7684LMSYS\u7814\u7a76\u5c0f\u7ec4\u3002<\/p>\n \u4e24\u4e2a\u4f2f\u514b\u5229\u7684\u5ba4\u53cb\uff0c\u53ea\u60f3\u505a\u4e00\u4ef6\u6734\u7d20\u7684\u4e8b\u2014\u2014\u7ed9\u5927\u8bed\u8a00\u6a21\u578b\u642d\u4e00\u4e2a\u4e2d\u7acb\u7684\u64c2\u53f0\uff0c\u8ba9\u5927\u5bb6\u516c\u5e73\u5730\u6bd4\u4e00\u6bd4\u3002<\/p>\n \u8c01\u4e5f\u6ca1\u60f3\u5230\uff0c\u8fd9\u4e2a\u5b66\u751f\u9879\u76ee\u4f1a\u4e00\u8def\u72c2\u5954\u6210\u72ec\u89d2\u517d\u3002<\/p>\n \u65f6\u95f4\u7ebf\u5feb\u5f97\u8ba9\u4eba\u5598\u4e0d\u8fc7\u6c14\uff1a2025\u5e74\u6625\u5929\uff0c\u9879\u76ee\u4ece\u5927\u5b66\u5265\u79bb\u3001\u6b63\u5f0f\u6210\u7acb\u516c\u53f8\uff0c\u51e0\u5468\u5185\u5c31\u62ff\u4e0b1\u4ebf\u7f8e\u5143\u79cd\u5b50\u8f6e\uff0c\u4f30\u503c6\u4ebf\u7f8e\u5143\uff1b<\/p>\n \u51e0\u4e2a\u6708\u540e\u5546\u4e1a\u4ea7\u54c1\u4e0a\u7ebf\uff0c\u4ec5\u56db\u4e2a\u6708\uff0c\u5e74\u5316\u8425\u6536\u5c31\u51b2\u52303000\u4e07\u7f8e\u5143\u3002<\/p>\n \u7d27\u63a5\u7740\uff0c\u4eca\u5e741\u6708\uff0c\u7531Felicis\u548cUC Investments\u9886\u6295\u76841.5\u4ebf\u7f8e\u5143A\u8f6e\u843d\u5730\uff0c\u6295\u540e\u4f30\u503c\u5b9a\u683c\u572817\u4ebf\u7f8e\u5143\u3002<\/p>\n \u638c\u8235\u7684\u4e09\u4e2a\u4eba\uff0c\u4e5f\u90fd\u4e0d\u662f\u65e0\u540d\u4e4b\u8f88\u3002<\/p>\n CEO Anastasios Angelopoulos\uff0c\u9aa8\u5b50\u91cc\u662f\u4e2a\u641e\u6570\u5b66\u7684\u3002<\/p>\n \u4ed6\u5728\u65af\u5766\u798f\u8bfb\u7535\u5b50\u5de5\u7a0b\u672c\u79d1\u65f6\uff0c\u5e08\u4ece\u51f8\u4f18\u5316\u9886\u57df\u7684\u4f20\u5947\u4eba\u7269Stephen Boyd\u3002<\/p>\n \u5230\u4e86\u4f2f\u514b\u5229\u8bfb\u535a\uff0c\u5bfc\u5e08\u76f4\u63a5\u662f\u4e24\u4f4d\u6559\u7236\u7ea7\u5927\u725b\u2014\u2014\u673a\u5668\u5b66\u4e60<\/a>\u5b97\u5e08Michael I. Jordan\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u5b97\u5e08Jitendra Malik\u3002<\/p>\n \u4ed6\u8fd9\u4e9b\u5e74\u94bb\u7814\u7684\u65b9\u5411\uff0c\u4e3b\u8981\u662f\u600e\u4e48\u5bf9\u4e00\u4e2a\u9ed1\u7bb1\u6a21\u578b\uff0c\u505a\u51fa\u6570\u5b66\u4e0a\u4e25\u683c\u7ad9\u5f97\u4f4f\u811a\u7684\u5224\u65ad\u3002<\/p>\n CTO Wei-Lin Chiang\uff0c\u662f\u5f00\u6e90\u5708\u7684\u719f\u8138\u2014\u2014\u90a3\u4e2a\u7ea2\u904d\u5168\u7f51\u7684\u5f00\u6e90\u804a\u5929\u673a\u5668\u4ebaVicuna<\/strong>\uff0c\u5c31\u51fa\u81ea\u4ed6\u624b\u3002<\/p>\n \u4ed6\u5728\u4f2f\u514b\u5229\u8bfb\u535a\uff0c\u5e08\u4eceIon Stoica\uff0c\u4e13\u653b\u5206\u5e03\u5f0f\u7cfb\u7edf\uff0c\u6b64\u524d\u5728\u8c37\u6b4c\u3001\u4e9a\u9a6c\u900a<\/a>\u3001\u5fae\u8f6f<\/a>\u90fd\u5e72\u8fc7\u3002<\/p>\n 2022\u5e74\u5e95ChatGPT\u516c\u6d4b\u90a3\u4e00\u523b\uff0c\u4ed6\u628a\u624b\u5934\u4e4b\u524d\u7684\u7814\u7a76\u5168\u505c\u4e86\uff0c\u4e00\u5934\u624e\u8fdbArena\u3002<\/p>\n \u4ed6\u5bf9\u8fd9\u4e2a\u9879\u76ee\u7684\u75f4\u8ff7\uff0c\u88ab\u642d\u6863Angelopoulos\u5f62\u5bb9\u6210\u300ca labor of love\u300d\uff08\u4e00\u4efd\u7528\u7231\u53d1\u7684\u7535\uff09\u3002<\/p>\n \u4e3a\u4e86\u8fd9\u4e2a\u9879\u76ee\uff0c\u4e24\u4eba\u5de5\u4f5c\u65f6\u95f4\u957f\u5230\u5e72\u8106\u642c\u5230\u4e00\u8d77\u4f4f\u3002\u4e24\u4e2a\u5ba4\u53cb\uff0c\u642d\u51fa\u4e86\u4e00\u4e2a17\u4ebf\u7f8e\u5143\u7684\u516c\u53f8\u3002<\/p>\n \u800c\u7b2c\u4e09\u4f4d\u8054\u5408\u521b\u59cb\u4eba\uff0c\u662f\u5927\u540d\u9f0e\u9f0e\u7684\u4f2f\u514b\u5229\u6559\u6388\u3001Databricks\u8054\u5408\u521b\u59cb\u4ebaIon Stoica\u3002\u4ed6\u5728\u9879\u76ee2025\u5e744\u6708\u516c\u53f8\u5316\u4e4b\u524d\u4e00\u76f4\u62c5\u4efb\u987e\u95ee\u3002<\/p>\n \u5f53\u88c1\u5224\uff0c\u6bd4\u5f53\u9009\u624b\u66f4\u91cd\u8981<\/strong><\/p>\n Arena\u6700\u65b0\u7684\u52a8\u4f5c\uff0c\u662f\u63a8\u51fa\u4e86Agent Mode\uff08\u667a\u80fd\u4f53\u6a21\u5f0f\uff09\u3002<\/p>\n \u5b83\u8bc4\u6d4b\u7684\u65e9\u5df2\u4e0d\u53ea\u662f\u300c\u8c01\u804a\u5929\u804a\u5f97\u66f4\u597d\u300d\uff0c\u800c\u662f\u6570\u767e\u4e07\u7528\u6237\u6b63\u5728\u7528\u667a\u80fd\u4f53\u5e72\u7684\u771f\u6d3b\uff1a\u5199\u4ee3\u7801\u3001\u8c03bug\u3001\u505a\u7814\u7a76\u3001\u5206\u6790\u6587\u6863\u2014\u2014\u90a3\u4e9b\u52a8\u8f84\u4e0a\u767e\u6b21\u5de5\u5177\u8c03\u7528\u3001\u591a\u8f6e\u5f80\u8fd4\u7684\u957f\u4efb\u52a1\u3002<\/p>\n \u5b83\u5f00\u59cb\u7528\u4efb\u52a1\u5b8c\u6210\u7387\u3001\u5e7b\u89c9\u7387\u8fd9\u4e9b\u5ba2\u89c2\u6307\u6807\u6765\u6253\u5206\uff0c\u8fdc\u8fdc\u8d85\u51fa\u4e86\u6700\u521d\u300c\u4eba\u7c7b\u504f\u597d\u6295\u7968\u300d\u7684\u8303\u7574\u3002<\/p>\n<\/p>\n AI\u6b63\u4ece\u300c\u804a\u5929\u673a\u5668\u4eba\u300d\u8fdb\u5316\u6210\u80fd\u72ec\u7acb\u625b\u6d3b\u7684\u300c\u667a\u80fd\u4f53\u300d\uff0c\u4efb\u52a1\u8d8a\u6765\u8d8a\u957f\u3001\u8d4c\u6ce8\u8d8a\u6765\u8d8a\u9ad8\u3002<\/p>\n 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