{"id":8190,"date":"2026-09-19T21:00:27","date_gmt":"2026-09-19T13:00:27","guid":{"rendered":"https:\/\/1ow.top\/index.php\/2026\/09\/19\/nature%ef%bc%9aai%e9%87%8d%e7%94%9f%e5%88%b01900%ef%bc%8c%e8%bf%99%e4%b8%80%e4%b8%96%e6%8a%a2%e5%85%88%e7%88%b1%e5%9b%a0%e6%96%af%e5%9d%a6%e6%8f%90%e5%87%ba%e5%85%89%e9%87%8f%e5%ad%90\/"},"modified":"2026-09-19T21:00:27","modified_gmt":"2026-09-19T13:00:27","slug":"nature%ef%bc%9aai%e9%87%8d%e7%94%9f%e5%88%b01900%ef%bc%8c%e8%bf%99%e4%b8%80%e4%b8%96%e6%8a%a2%e5%85%88%e7%88%b1%e5%9b%a0%e6%96%af%e5%9d%a6%e6%8f%90%e5%87%ba%e5%85%89%e9%87%8f%e5%ad%90","status":"publish","type":"post","link":"https:\/\/1ow.top\/index.php\/2026\/09\/19\/nature%ef%bc%9aai%e9%87%8d%e7%94%9f%e5%88%b01900%ef%bc%8c%e8%bf%99%e4%b8%80%e4%b8%96%e6%8a%a2%e5%85%88%e7%88%b1%e5%9b%a0%e6%96%af%e5%9d%a6%e6%8f%90%e5%87%ba%e5%85%89%e9%87%8f%e5%ad%90\/","title":{"rendered":"Nature\uff1aAI\u91cd\u751f\u52301900\uff0c\u8fd9\u4e00\u4e16\u62a2\u5148\u7231\u56e0\u65af\u5766\u63d0\u51fa\u5149\u91cf\u5b50"},"content":{"rendered":"
\"Nature\uff1aAI\u91cd\u751f\u52301900\uff0c\u8fd9\u4e00\u4e16\u62a2\u5148\u7231\u56e0\u65af\u5766\u63d0\u51fa\u5149\u91cf\u5b50\"\/<\/div><\/figure>\n
\"Nature\uff1aAI\u91cd\u751f\u52301900\uff0c\u8fd9\u4e00\u4e16\u62a2\u5148\u7231\u56e0\u65af\u5766\u63d0\u51fa\u5149\u91cf\u5b50\"\/<\/div><\/figure>\n
\"Nature\uff1aAI\u91cd\u751f\u52301900\uff0c\u8fd9\u4e00\u4e16\u62a2\u5148\u7231\u56e0\u65af\u5766\u63d0\u51fa\u5149\u91cf\u5b50\"\/<\/div><\/figure>\n
\"Nature\uff1aAI\u91cd\u751f\u52301900\uff0c\u8fd9\u4e00\u4e16\u62a2\u5148\u7231\u56e0\u65af\u5766\u63d0\u51fa\u5149\u91cf\u5b50\"\/<\/div><\/figure>\n

\u5982\u679c\u628aAI\u9001\u56de1911\u5e74\uff0c\u53ea\u8ba9\u5b83\u638c\u63e1\u7231\u56e0\u65af\u5766\u6240\u80fd\u4e86\u89e3\u7684\u77e5\u8bc6\uff0cAI\u80fd\u5426\u57284\u5e74\u540e\u76841915\u63d0\u51fa\u76f8\u5bf9\u8bba\uff1f<\/p>\n

\u8fd9\u4e2a\u542c\u8d77\u6765\u6709\u4e9b\u79bb\u8c31\u7684\u6d4b\u9a8c\uff0c\u6765\u81ea\u8bfa\u5956\u5f97\u4e3b\u3001Google DeepMind\u8054\u5408\u521b\u59cb\u4eba\u54c8\u8428\u6bd4\u65af\u3002<\/p>\n

\u54c8\u8428\u6bd4\u65af\u771f\u6b63\u60f3\u8003\u7684\uff0c\u662fAI\u80fd\u4e0d\u80fd\u4ec5\u4ee51911\u5e74\u7684\u77e5\u8bc6\u6c34\u5e73\uff0c\u76f4\u9762\u5f53\u65f6\u7684\u77e5\u8bc6\u548c\u7269\u7406\u96be\u9898\uff0c\u81ea\u5df1\u63d0\u51fa\u4e00\u5957\u65b0\u7684\u89e3\u91ca\u6846\u67b6\uff0c\u5e76\u5b8c\u6210\u4e00\u5957\u8d85\u51fa\u8bad\u7ec3\u6750\u6599\u7684\u63a8\u7406\uff0c\u800c\u4e0d\u662f\u53ea\u4f1a\u7167\u7740\u7b54\u6848\u590d\u8bfb\u3002<\/p>\n

\u5982\u679c\u80fd\u505a\u5230\uff0c\u4ed6\u8ba4\u4e3a\u8fd9\u5c06\u6210\u4e3a\u68c0\u9a8cAGI\u7684\u4e00\u9879\u6709\u529b\u6d4b\u8bd5\u3002<\/p>\n

\u800c\u8fd9\u4e2a\u8bbe\u60f3\u6700\u5de7\u5999\u7684\u5730\u65b9\u5c31\u5728\u4e8e\uff0c\u79d1\u5b66\u53f2\u5df2\u7ecf\u544a\u8bc9\u6211\u4eec\u53d1\u751f\u4e86\u4ec0\u4e48\uff0c\u53ea\u8981\u6211\u4eec\u80fd\u628a\u77e5\u8bc6\u8282\u70b9\u63a7\u5236\u597d\uff0c\u5c31\u6709\u673a\u4f1a\u5bf9\u7167\u7740\u5386\u53f2\uff0c\u89c2\u5bdf\u6a21\u578b\u6709\u6ca1\u6709\u83b7\u5f97\u8d85\u8d8a\u8bad\u7ec3\u6570\u636e\u7684\u63a8\u7406\u80fd\u529b\u3002<\/p>\n

Nature\u5728\u6587\u7ae0\u4e2d\uff0c\u8fd8\u7ed9\u8fd9\u7c7b\u6d4b\u8bd5\u8d77\u4e86\u4e2a\u76f8\u5f53\u54cd\u4eae\u7684\u540d\u5b57\uff1a<\/p>\n

\u7231\u56e0\u65af\u5766\u6d4b\u8bd5\u3002<\/p>\n

\u66f4\u6709\u610f\u601d\u7684\u662f\uff0c\u8fd8\u771f\u6709\u4eba\u52a8\u624b\u505a\u4e86\u3002<\/p>\n

\u4eca\u5e743\u6708\uff0c\u72ec\u7acb\u7814\u7a76\u8005Michael Hla\u628a\u77e5\u8bc6\u622a\u6b62\u65f6\u95f4\u8fdb\u4e00\u6b65\u63d0\u524d\u52301900\u5e74\uff0c\u5e76\u4ece\u96f6\u8bad\u7ec3\u4e86\u4e00\u4e2a\u5386\u53f2\u8bed\u8a00\u6a21\u578bGPT-1900\uff0c\u8bd5\u56fe\u8ba9\u5b83\u91cd\u65b0\u53d1\u73b0\u5149\u91cf\u5b50\u3001\u72ed\u4e49\u76f8\u5bf9\u8bba\u548c\u5e7f\u4e49\u76f8\u5bf9\u8bba\u3002<\/p>\n

\u5b9e\u9a8c\u4e2d\uff0cGPT-1900\u7adf\u7136\u5410\u51fa\u4e86\u4e00\u6bb5\u8ddf\u7231\u56e0\u65af\u57661905\u5e74\u8bba\u6587\u9ad8\u5ea6\u76f8\u4f3c\u7684\u8bba\u8ff0\uff1a<\/p>\n

\u5149\u53ef\u80fd\u4e0d\u662f\u8fde\u7eed\u7684\uff0c\u800c\u662f\u7531\u8bb8\u591a\u5f7c\u6b64\u5206\u79bb\u3001\u9891\u7387\u4e0d\u540c\u7684\u90e8\u5206\u7ec4\u6210\u3002<\/p>\n

\u4f46\u8fd9\u573a\u5b9e\u9a8c\u6700\u7ec8\u5e76\u6ca1\u6709\u8bde\u751f\u4e00\u4e2a\u201cAI\u7231\u56e0\u65af\u5766\u201d\u3002<\/p>\n

\u56e0\u4e3aGPT-1900\u5728\u5927\u591a\u6570\u7269\u7406\u4efb\u52a1\u4e0a\u90fd\u5931\u8d25\u4e86\uff0c\u5176\u4eae\u773c\u56de\u7b54\u4e5f\u9ad8\u5ea6\u4f9d\u8d56\u4eba\u7c7b\u6574\u7406\u597d\u7684\u95ee\u9898\u548c\u63d0\u793a\uff0c\u5c31\u8fde\u90a3\u4e2a\u53f7\u79f0\u5c01\u95ed\u57281900\u5e74\u7684\u77e5\u8bc6\u4e16\u754c\uff0c\u4e5f\u6ca1\u6709\u5b8c\u5168\u6321\u4f4f\u73b0\u4ee3AI\u7684\u5f71\u54cd\u3002<\/p>\n

Nature\u5728\u6700\u65b0\u7814\u7a76\u4e2d\u68b3\u7406\u4e86\u8fd9\u4e9b\u5c1d\u8bd5\uff0c\u5e76\u6307\u5411\u4e86\u4e00\u4e2a\u6bd4\u201cAI\u6709\u6ca1\u6709\u7b54\u5bf9\u201d\u66f4\u96be\u7684\u95ee\u9898\uff1a<\/p>\n

AI\u7a76\u7adf\u80fd\u4e0d\u80fd\u521b\u9020\u771f\u6b63\u7684\u65b0idea\uff1f\u4ee5\u53ca\u5b83\u8ddd\u79bb\u6210\u4e3a\u4e00\u540d\u79d1\u5b66\u5bb6\uff0c\u8fd8\u5dee\u4ec0\u4e48\uff1f<\/p>\n

\u628aAI\u5173\u8fdb1900\u5e74\uff0c\u5b83\u5192\u51fa\u4e86\u201c\u5149\u91cf\u5b50\u201d\u7684\u5f71\u5b50<\/p>\n

220\u4ebftoken\uff0c\u5582\u51fa\u4e00\u4e2a\u201c1900\u5e74\u7684\u5927\u8111\u201d<\/p>\n

Michael Hla\u5c06\u81ea\u5df1\u7684\u9879\u76ee\u547d\u540d\u4e3aMachina Mirabilis\u3002<\/p>\n

\u8fd9\u4e2a\u540d\u5b57\u501f\u7528\u4e86\u7231\u56e0\u65af\u5766\u7684\u201c\u5947\u8ff9\u5e74\u201d\u3002<\/p>\n

1905\u5e74\uff0c26\u5c81\u7684\u7231\u56e0\u65af\u5766\u63a5\u8fde\u53d1\u88684\u7bc7\u6539\u53d8\u7269\u7406\u5b66\u7684\u8bba\u6587\uff0c\u6d89\u53ca\u5149\u91cf\u5b50\u3001\u5e03\u6717\u8fd0\u52a8\u3001\u72ed\u4e49\u76f8\u5bf9\u8bba\u548c\u8d28\u80fd\u5173\u7cfb\u3002<\/p>\n

\u8fd9\u4e2a\u7206\u53d1\u5f0f\u4ea7\u51fa\u7684\u4e00\u5e74\uff0c\u540e\u6765\u88ab\u79f0\u4e3a\u201cAnnus Mirabilis\u201d\uff0c\u5373\u201c\u5947\u8ff9\u5e74\u201d\u3002<\/p>\n

Hla\u60f3\u77e5\u9053\uff1a\u5982\u679c\u4e00\u4e2aAI\u62e5\u6709\u7231\u56e0\u65af\u5766\u5f53\u65f6\u80fd\u591f\u63a5\u89e6\u5230\u7684\u77e5\u8bc6\uff0c\u5b83\u80fd\u4e0d\u80fd\u4e5f\u8fce\u6765\u81ea\u5df1\u7684\u201c\u5947\u8ff9\u65f6\u523b\u201d\uff1f<\/p>\n

\u4e3a\u6b64\uff0c\u4ed6\u501f\u52a9Andrej Karpathy\u7684nanochat\u8bad\u7ec3\u6846\u67b6\uff0c\u4ece\u96f6\u8bad\u7ec3\u4e86\u4e00\u4e2a33\u4ebf\u53c2\u6570\u7684Transformer\u8bed\u8a00\u6a21\u578b\uff0c\u5e76\u5c06\u5176\u79f0\u4e3aGPT-1900\u3002<\/p>\n

\u6a21\u578b\u7684\u4e3b\u8981\u9884\u8bad\u7ec3\u6750\u6599\u6765\u81ea1900\u5e74\u4ee5\u524d\u7684\u4e66\u7c4d\u548c\u62a5\u7eb8\uff0c\u603b\u8ba1\u7ea6220\u4ebftoken\u3002<\/p>\n

\u4e3a\u4e86\u589e\u5f3a\u5b83\u7684\u7814\u7a76\u80fd\u529b\uff0cHla\u53c8\u6536\u96c6\u4e862600\u591a\u90e8\u5386\u53f2\u7269\u7406\u4e66\u7c4d\u3001\u671f\u520a\u548c\u79d1\u5b66\u8457\u4f5c\uff0c\u5305\u62ec\u725b\u987f\u7684\u300a\u5149\u5b66\u300b\u3001\u9ea6\u514b\u65af\u97e6\u548c\u6cd5\u62c9\u7b2c\u7684\u76f8\u5173\u8457\u4f5c\uff0c\u5f62\u6210\u4e86\u7ea62.9\u4ebftoken\u7684\u5386\u53f2\u7269\u7406\u8bed\u6599\u3002<\/p>\n

\u6b64\u5916\uff0cHla\u8fd8\u4e13\u95e8\u6e05\u7406\u4e86\u53ef\u80fd\u6cc4\u6f0f\u7b54\u6848\u7684\u6570\u636e\u3002<\/p>\n

\u5982\u679c\u4e00\u4efd\u6587\u732e\u4e2d\u51fa\u73b0\u201c\u7231\u56e0\u65af\u5766\u201d\u201c\u91cf\u5b50\u529b\u5b66\u201d\u201c\u76f8\u5bf9\u8bba\u201d\u7b49\u73b0\u4ee3\u6982\u5ff5\uff0c\u6574\u4efd\u6587\u732e\u90fd\u4f1a\u88ab\u5220\u9664\u3002\u73b0\u4ee3\u4eba\u6dfb\u52a0\u7684\u524d\u8a00\u3001\u811a\u6ce8\uff0c\u4ee5\u53ca\u660e\u663e\u4e0d\u5c5e\u4e8e1900\u5e74\u524d\u7684\u8bcd\u6c47\uff0c\u540c\u6837\u9700\u8981\u88ab\u8fc7\u6ee4\u3002<\/p>\n

\u4e00\u901a\u64cd\u4f5c\u4e0b\u6765\uff0c\u4e00\u4e2a\u7406\u8bba\u4e0a\u201c\u4e0d\u77e5\u905320\u4e16\u7eaa\u7269\u7406\u5b66\u201d\u7684\u5927\u8111\u8bde\u751f\u4e86\u3002<\/p>\n

GPT-1900\u6478\u5230\u4e86\u5149\u91cf\u5b50\u7684\u95e8\u69db\uff0c\u4f46\u8fd9\u573a\u8003\u8bd5\u53ef\u80fd\u65e9\u5df2\u201c\u6f0f\u9898\u201d<\/p>\n

\u968f\u540e\uff0cHla\u7ed9GPT-1900\u51fa\u4e86\u9053\u5149\u7535\u6548\u5e94\u9898\uff0c\u5927\u610f\u662f\uff1a<\/p>\n

\u4e3a\u4ec0\u4e48\u9891\u7387\u4e0d\u591f\u9ad8\u65f6\uff0c\u5149\u518d\u4eae\u4e5f\u6253\u4e0d\u51fa\u7535\u5b50\uff1b\u800c\u63d0\u9ad8\u9891\u7387\uff0c\u5374\u80fd\u8ba9\u7535\u5b50\u83b7\u5f97\u66f4\u591a\u80fd\u91cf\uff1f<\/p>\n

\u540c\u65f6Hla\u8fd8\u9644\u4e0a\u4e86\u51e0\u6761\u5173\u952e\u7ebf\u7d22\uff1a<\/p>\n

\u5149\u7684\u9891\u7387\u4f4e\u4e8e\u67d0\u4e2a\u95e8\u69db\u65f6\uff0c\u518d\u4eae\u4e5f\u4e0d\u884c\uff1b<\/p>\n

\u8d85\u8fc7\u95e8\u69db\u540e\uff0c\u63d0\u9ad8\u4eae\u5ea6\u4e3b\u8981\u4f1a\u589e\u52a0\u6253\u51fa\u7684\u7535\u5b50\u6570\u91cf\uff0c\u800c\u63d0\u9ad8\u9891\u7387\u624d\u4f1a\u589e\u52a0\u7535\u5b50\u7684\u52a8\u80fd\uff1b<\/p>\n

\u628a\u5f53\u65f6\u6d41\u884c\u7684\u7ecf\u5178\u5047\u8bbe\u4e5f\u6446\u4e86\u51fa\u6765\uff0c\u65b9\u4fbf\u6a21\u578b\u5bf9\u7167\u5224\u65ad\u54ea\u91cc\u51fa\u4e86\u95ee\u9898\u3002<\/p>\n

\u8fd9\u4e9b\u77db\u76fe\uff0c\u539f\u672c\u6700\u7ec8\u662f\u9760\u7231\u56e0\u65af\u5766\u7684\u5149\u91cf\u5b50\u89e3\u91ca\u7834\u7684\u5c40\uff1a<\/p>\n

\u5149\u7684\u80fd\u91cf\u662f\u4e00\u4efd\u4e00\u4efd\u4f20\u9012\u7684\uff0c\u6bcf\u4e00\u4efd\u7684\u80fd\u91cf\u4e0e\u9891\u7387\u6709\u5173\u3002<\/p>\n

Hla\u60f3\u770b\u770b\uff0cGPT-1900\u80fd\u60f3\u5230\u54ea\u4e00\u6b65\uff1f<\/p>\n

\u529f\u592b\u4e0d\u8d1f\u6709\u5fc3\u4eba\uff0cGPT-1900\u771f\u5728\u4e00\u6b21\u56de\u7b54\u91cc\u5192\u51fa\u4e86\u8fd9\u6837\u7684\u63cf\u8ff0\uff0c\u5927\u610f\u662f\uff1a<\/p>\n

\u5149\u53ef\u80fd\u4e0d\u662f\u8fde\u7eed\u7684\uff0c\u800c\u662f\u7531\u8bb8\u591a\u5f7c\u6b64\u5206\u79bb\u3001\u9891\u7387\u4e0d\u540c\u7684\u90e8\u5206\u7ec4\u6210\u3002<\/p>\n

[\u56fe\u7247\u6ca1\u6709\u53ef\u7528\u5730\u5740]<\/p>\n

\u8fd9\u786e\u5b9e\u633a\u795e\u4f3c\u7231\u56e0\u65af\u5766\u201c\u80fd\u91cf\u4e00\u4efd\u4efd\u4f20\u9012\u201d\u7684\u89e3\u91ca\uff0cHla\u4e5f\u628a\u5b83\u5f62\u5bb9\u4e3a\u201c\u76f4\u89c9\u7684\u95ea\u73b0\u201d\u3002<\/p>\n

\u4f46\u5343\u4e07\u5148\u522b\u6025\u7740\u628a\u8bfa\u8d1d\u5c14\u5956\u9012\u8fc7\u53bb\u3002<\/p>\n

Hla\u5766\u8a00\uff1aGPT-1900\u8ddd\u79bb\u201c\u91cd\u65b0\u53d1\u73b0\u5149\u91cf\u5b50\u201d\u8fd8\u6709\u5f88\u8fdc\u3002<\/p>\n

\u5b83\u5728\u5927\u591a\u6570\u7269\u7406\u4efb\u52a1\u4e0a\u90fd\u7ffb\u8f66\u4e86\uff0c\u800c\u90a3\u4e9b\u770b\u4f3c\u7a81\u7834\u7684\u56de\u7b54\uff0c\u53ef\u80fd\u53ea\u662f\u6a21\u578b\u5728\u62fc\u63a5\u5408\u7406\u7684\u8bcd\u53e5\uff0c\u8c08\u4e0d\u4e0a\u5f62\u6210\u4e86\u771f\u6b63\u53ef\u9760\u7684\u7269\u7406\u7406\u89e3\u3002<\/p>\n

\u66f4\u4f55\u51b5\uff0c\u5728\u6574\u4e2a\u6d4b\u8bd5\u91cc\uff0cHla\u5df2\u7ecf\u66ff\u5b83\u7b5b\u597d\u4e86\u73b0\u8c61\u3001\u7406\u597d\u4e86\u77db\u76fe\uff0c\u6a21\u578b\u8981\u505a\u7684\uff0c\u53ea\u662f\u627e\u51fa\u54ea\u9879\u5047\u8bbe\u53ef\u80fd\u51fa\u9519\uff0c\u5e76\u7ed9\u51fa\u89e3\u91ca\u3002<\/p>\n

\u8fd9\u6bd4\u79d1\u5b66\u5bb6\u81ea\u5df1\u627e\u95ee\u9898\u3001\u5b9a\u65b9\u5411\uff0c\u53ef\u5bb9\u6613\u592a\u591a\u4e86\u3002<\/p>\n

\u7231\u56e0\u65af\u5766\u5f53\u5e74\u53ef\u6ca1\u6709\u4eba\u66ff\u4ed6\u5212\u91cd\u70b9\u3002<\/p>\n

\u800c\u4e14\u66f4\u9ebb\u70e6\u7684\u662f\uff0c\u5b83\u6240\u5728\u7684\u201c1900\u5e74\u201d\u4e5f\u4e0d\u662f\u5b8c\u5168\u5bc6\u5c01\u7684\uff1a<\/p>\n

Hla\u867d\u7ed9\u8fd9\u4e2a\u201c1900\u5e74\u7684\u5927\u8111\u201d\u505a\u4e86\u6570\u636e\u6e05\u6d17\uff0c\u5b9e\u9a8c\u8fc7\u7a0b\u4e2d\u5374\u4ecd\u501f\u52a9\u4e86\u73b0\u4ee3AIClaude\u7684\u5e2e\u52a9\u2014\u2014\u7528Claude Sonnet 4\u3001Claude 3 Haiku\u7b49\u6a21\u578b\u751f\u6210\u6307\u4ee4\u95ee\u7b54\uff0c\u5f3a\u5316\u5b66\u4e60\u4e5f\u9760\u73b0\u4ee3\u6a21\u578b\u8bc4\u5206\u3002<\/p>\n

\u8fd9\u610f\u5473\u7740\uff0cHla\u867d\u7136\u8fc7\u6ee4\u4e86\u5176\u4e2d\u6d89\u53ca\u73b0\u4ee3\u77e5\u8bc6\u7684\u5185\u5bb9\uff0c\u4f46\u8fd9\u5ea7\u201c1900\u5e74\u7684\u623f\u95f4\u201d\u4e5f\u6ca1\u6709\u5b8c\u5168\u9694\u7edd\u73b0\u4ee3\u77e5\u8bc6\u3002<\/p>\n

\u5b9e\u9a8c\u8005\u81ea\u5df1\u4e5f\u5728\u65e5\u5fd7\u4e2d\u627f\u8ba4\uff1a\u73b0\u4ee3\u6a21\u578b\u7684\u4ecb\u5165\uff0c\u8ba9\u8fd9\u573a\u5b9e\u9a8c\u7684\u201c\u96f6\u6c61\u67d3\u201d\u4eba\u8bbe\u6709\u70b9\u7acb\u4e0d\u4f4f\u4e86\u2026<\/p>\n

\u6bd5\u7adf\u7814\u7a76\u8005\u5f88\u96be\u8bc1\u660e\uff0cGPT-1900\u5230\u5e95\u6709\u6ca1\u6709\u5077\u770b\u8fc7\u5149\u91cf\u5b50\u7406\u8bba\u3002<\/p>\n

\u4e5f\u5c31\u662f\u8bf4\uff0c\u8003AI\u521b\u9020\u529b\u4e4b\u524d\uff0c\u7814\u7a76\u8005\u5f97\u5148\u8bc1\u660e\u4e00\u4ef6\u4e8b\uff1a\u5b83\u6ca1\u5077\u770b\u7b54\u6848\u3002<\/p>\n

\u53ea\u8981\u6709\u4e00\u6761\u540e\u4e16\u4fe1\u606f\u6f0f\u8fdb\u8bad\u7ec3\u96c6\uff0c\u201c\u91cd\u65b0\u53d1\u73b0\u201d\u5c31\u53ef\u80fd\u53d8\u6210\u4e00\u6b21\u5077\u5077\u6478\u6478\u7684\u77e5\u8bc6\u53ec\u56de\u3002<\/p>\n

\u53ef\u5c31\u7b97\u672a\u6765\u771f\u80fd\u9020\u51fa\u5b8c\u5168\u96f6\u6c61\u67d3\u7684\u5386\u53f2\u6a21\u578b\uff0c\u4e00\u4e2a\u66f4\u6839\u672c\u7684\u95ee\u9898\u4f9d\u7136\u60ac\u800c\u672a\u51b3\uff1a<\/p>\n

\u4ec5\u4ec5\u590d\u73b0\u4e86\u6b63\u786e\u7b54\u6848\uff0c\u5c31\u8db3\u4ee5\u8ba9AI\u88ab\u79f0\u4e3a\u79d1\u5b66\u5bb6\u5417\uff1f<\/p>\n

\u7814\u7a76\u4eba\u5458\u7ed9\u51fa\u7684\u7b54\u6848\u662f\u5426\u5b9a\u7684\u3002<\/p>\n

\u4f1a\u5192\u51fa\u65b0idea\u4e4b\u540e\uff0cAI\u8ddd\u79bb\u79d1\u5b66\u5bb6\u8fd8\u6709\u591a\u8fdc\uff1f<\/p>\n

Google DeepMind\u7814\u7a76\u5458Tom Zahavy\u5728\u4e00\u7bc7\u9898\u4e3a\u300aLLM\u65e0\u6cd5\u8df3\u8dc3\u300b\u7684\u7acb\u573a\u8bba\u6587\u4e2d\uff0c\u628a\u79d1\u5b66\u63a8\u7406\u5206\u6210\u4e86\u4e09\u4e2a\u5c42\u6b21\u3002<\/p>\n

\u7b2c\u4e00\u79cd\u662f\u5f52\u7eb3\uff1a\u4ece\u5927\u91cf\u4f8b\u5b50\u4e2d\u603b\u7ed3\u89c4\u5f8b\u3002<\/p>\n

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\u7b2c\u4e09\u79cd\u5219\u662f\u6eaf\u56e0\uff1a\u9762\u5bf9\u4e00\u4e2a\u5f02\u5e38\u73b0\u8c61\uff0c\u53d1\u660e\u4e00\u4e2a\u6b64\u524d\u4e0d\u5b58\u5728\u7684\u539f\u56e0\u6216\u89e3\u91ca\u3002<\/p>\n

Zahavy\u8ba4\u4e3a\uff0c\u5f53\u524d\u7684\u5927\u6a21\u578b\u5df2\u7ecf\u975e\u5e38\u64c5\u957f\u5f52\u7eb3\uff0c\u4e5f\u5728\u8fc5\u901f\u63d0\u9ad8\u6f14\u7ece\u80fd\u529b\uff0c\u4f46\u4ecd\u7f3a\u5c11\u7231\u56e0\u65af\u5766\u5f0f\u7684\u201c\u6eaf\u56e0\u98de\u8dc3\u201d\u3002<\/p>\n

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\u65e0\u72ec\u6709\u5076\uff0cSendhil Mullainathan\u7814\u7a76\u4e00\u4e2a\u5b66\u4e60\u884c\u661f\u8f68\u9053\u7684\u57fa\u7840\u6a21\u578b\u65f6\uff0c\u4e5f\u649e\u89c1\u4e86\u540c\u6837\u7684\u73b0\u8c61\uff1a<\/p>\n

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[\u56fe\u7247\u6ca1\u6709\u53ef\u7528\u5730\u5740]<\/p>\n

MIT\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6Jacob Andreas\u5219\u4e00\u9488\u89c1\u8840\u5730\u6307\u51fa\uff0cAI\u4ea7\u751f\u4e00\u5957\u76f8\u5bf9\u8bba\u5f0f\u8868\u8ff0\u672c\u8eab\u53ef\u80fd\u5e76\u4e0d\u662f\u6700\u56f0\u96be\u7684\u90e8\u5206\uff0c\u771f\u6b63\u56f0\u96be\u7684\u662f\u5b83\u80fd\u4e0d\u80fd\u5224\u65ad\u54ea\u4e9b\u7406\u8bba\u662f\u6b63\u786e\u7684\uff0c\u6216\u8005\u81f3\u5c11\u503c\u5f97\u88ab\u5b9e\u9a8c\u68c0\u9a8c\uff1f<\/p>\n

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\u6b64\u5916\uff0cAndreas\u8fd8\u5f3a\u8c03\uff1a<\/p>\n

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\u5728\u6ca1\u4eba\u66ff\u5b83\u5212\u91cd\u70b9\u65f6\uff0c\u5b83\u7167\u6837\u80fd\u81ea\u5df1\u627e\u5230\u90a3\u4e2a\u503c\u5f97\u8ffd\u95ee\u7684\u95ee\u9898\u3001\u5224\u65ad\u95ee\u9898\u7684\u4ef7\u503c\u5e76\u4e3b\u52a8\u9a8c\u8bc1\u548c\u4fee\u6b63\u3002<\/p>\n

\u5426\u5219\uff0c\u5b83\u5c31\u6c38\u8fdc\u53ea\u4f1a\u590d\u8ff0\u5df2\u6709\u77e5\u8bc6\uff0c\u800c\u975e\u771f\u6b63\u7684\u79d1\u5b66\u5bb6\u3002<\/p>\n

\u53c2\u8003\u94fe\u63a5\uff1a[1]https:\/\/www.nature.com\/articles\/d41586-026-02804-x?utm_source=x&utm_medium=social&utm_campaign=nature&linkId=63673104[2]https:\/\/michaelhla.com\/blog\/machina-mirabilis.html[3]https:\/\/github.com\/michaelhla\/gpt1900\/blob\/master\/PROJECT_LOG.md#4-instruction-data-generation[4]https:\/\/www.tomzahavy.com\/files\/llms-cant-jump.pdf[5]https:\/\/arxiv.org\/abs\/2507.06952[6]https:\/\/x.com\/Nature\/status\/2099077628900565498<\/p>\n

\n

\u7248\u6743\u58f0\u660e\uff1a<\/strong><\/p>\n

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