{"id":8618,"date":"2026-10-01T09:00:15","date_gmt":"2026-10-01T01:00:15","guid":{"rendered":"https:\/\/1ow.top\/index.php\/2026\/10\/01\/openai%e6%8e%a8%e7%90%86%e4%b9%8b%e7%88%b6%e6%9c%80%e6%96%b0%e8%ae%bf%e8%b0%88%ef%bc%81%e6%95%b0%e5%ad%a6%e5%8f%aa%e6%98%af%e5%a4%9a%e6%99%ba%e8%83%bd%e4%bd%93%e6%97%b6%e4%bb%a3%e7%9a%84%e5%bc%80\/"},"modified":"2026-10-01T09:00:15","modified_gmt":"2026-10-01T01:00:15","slug":"openai%e6%8e%a8%e7%90%86%e4%b9%8b%e7%88%b6%e6%9c%80%e6%96%b0%e8%ae%bf%e8%b0%88%ef%bc%81%e6%95%b0%e5%ad%a6%e5%8f%aa%e6%98%af%e5%a4%9a%e6%99%ba%e8%83%bd%e4%bd%93%e6%97%b6%e4%bb%a3%e7%9a%84%e5%bc%80","status":"publish","type":"post","link":"https:\/\/1ow.top\/index.php\/2026\/10\/01\/openai%e6%8e%a8%e7%90%86%e4%b9%8b%e7%88%b6%e6%9c%80%e6%96%b0%e8%ae%bf%e8%b0%88%ef%bc%81%e6%95%b0%e5%ad%a6%e5%8f%aa%e6%98%af%e5%a4%9a%e6%99%ba%e8%83%bd%e4%bd%93%e6%97%b6%e4%bb%a3%e7%9a%84%e5%bc%80\/","title":{"rendered":"OpenAI\u63a8\u7406\u4e4b\u7236\u6700\u65b0\u8bbf\u8c08\uff01\u6570\u5b66\u53ea\u662f\u591a\u667a\u80fd\u4f53\u65f6\u4ee3\u7684\u5f00\u80c3\u83dc"},"content":{"rendered":"<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/1ow.top\/wp-content\/uploads\/2026\/10\/2376063844e4f0a9de5acd3ff1c110bf.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/1ow.top\/wp-content\/uploads\/2026\/10\/2376063844e4f0a9de5acd3ff1c110bf.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"OpenAI\u63a8\u7406\u4e4b\u7236\u6700\u65b0\u8bbf\u8c08\uff01\u6570\u5b66\u53ea\u662f\u591a\u667a\u80fd\u4f53\u65f6\u4ee3\u7684\u5f00\u80c3\u83dc\"\/><\/div><\/figure>\n<p>\u7a0b\u6d45 \u53d1\u81ea 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\u3002<\/p>\n<p>\u4e00\u5e74\u540e\uff0co1-preview\u6a2a\u7a7a\u51fa\u4e16\u3001\u9707\u52a8\u884c\u4e1a\u3002\u5982\u4eca\uff0cTTS\u65e9\u5df2\u6210\u4e3a\u884c\u4e1a\u5171\u8bc6\uff0c\u6210\u4e86\u4eba\u624b\u4e00\u4e2a\u7684\u201c\u6df1\u5ea6\u601d\u8003\u201d\u6309\u94ae\u3002<\/p>\n<p>\u73b0\u5728\uff0cNoamBrown\u53c8\u5e26\u6765\u4e86\u4ed6\u76ee\u524d\u7684\u7814\u7a76\u65b9\u5411\u2014\u2014\u591a\u667a\u80fd\u4f53\uff08multi-Agent\uff09\u7cfb\u7edf\u3002<\/p>\n<p>\u6b64\u524d\uff0cOpenAI\u53d1\u52a8\u4e8610000\u4e2aAgent\uff0c\u8017\u65f688\u5c0f\u65f6\uff0c\u8f93\u51fa1300\u4ebftoken\uff0c\u62ff\u4e0b\u5343\u79a7\u5e74\u6570\u5b66\u96be\u9898\u3002<\/p>\n<p>\u5173\u4e8e\u6b64\u4e8b\uff0cNoamBrown\u5728\u6700\u65b0\u64ad\u5ba2\u4e2d\u4ece\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u804a\u8d77\uff0c\u6df1\u5165\u5230\u4e86\u516c\u53f8\u7ecf\u8425\u3001RSI\u53d1\u5c55\u3001\u8d85\u7ea7\u5bf9\u9f50\u7b49\u9886\u57df\u2026\u2026<\/p>\n<p>\u4e00\u4e2a\u4e2a\u95ee\u9898\u4e5f\u63a5\u8fde\u6d6e\u73b0\uff1a<\/p>\n<p>\u5f53\u96be\u9898\u8d8a\u6765\u8d8a\u5c11\uff0c\u6a21\u578b\u5f3a\u5230\u4e00\u79d2\u89e3\u9898\uff0c\u5c06\u5982\u4f55\u7ee7\u7eed\u63d0\u5347\u80fd\u529b\uff1f<\/p>\n<p>\u5982\u679c\u628a\u8fd9\u6279Agent\u6295\u5165\u5230\u9012\u5f52\u81ea\u6211\u6539\u8fdb\u7814\u53d1\u4e2d\uff0c\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f<\/p>\n<p>\u524d\u6cbf\u6a21\u578b\u5982\u679c\u4e00\u4e2a\u957f\u4efb\u52a1\u53ef\u4ee5\u505a\u4e09\u4e2a\u6708\uff0c\u800c\u53d1\u5e03\u5468\u671f\u53ea\u6709\u4e24\u4e2a\u6708\uff0c\u600e\u4e48\u529e\uff1f<\/p>\n<p>AI\u8d8a\u6765\u8d8a\u4f1a\u9690\u85cf\u81ea\u5df1\u7684\u601d\u7ef4\u94fe\uff0c\u4eba\u5e94\u8be5\u5982\u4f55\u76d1\u6d4b\uff1f<\/p>\n<p>\u5f53AGI\u5df2\u7ecf\u8d85\u8d8a\u4eba\u7c7b\u667a\u6167\uff0c\u5728\u90a3\u65f6\uff0c\u6211\u4eec\u5982\u4f55\u77e5\u9053\u5bf9\u9f50\u95ee\u9898\u5df2\u7ecf\u89e3\u51b3\u4e86\uff1f<\/p>\n<p>\u2026\u2026<\/p>\n<p>\u5173\u4e8e\u8fd9\u4e9b\u95ee\u9898\uff0c\u5bf9\u8bdd\u5168\u6587\u5982\u4e0b\u3002<\/p>\n<p>\u4e3b\u6301\u4eba\uff1a\u4eca\u5929\u6211\u4eec\u5bf9\u8bdd\u7684\u662fOpenAI\u7814\u7a76\u5458Noam 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Brown\uff1a\u90a3\u5c31\u5148\u8c08\u5e76\u884c\u5316\u635f\u8017\uff0c\u518d\u8c08\u6027\u8d28\u95ee\u9898\u3002\u5b9e\u9645\u4e0a\u5173\u4e8e\u628a\u591a\u667a\u80fd\u4f53\u6269\u5c55\u5230\u8fd9\u79cd\u89c4\u6a21\uff0c\u6211\u4eec\u8fd8\u6ca1\u6709\u6bd4\u8f83\u624e\u5b9e\u7684\u79d1\u5b66\u8ba4\u8bc6\u3002<\/p>\n<p>\u53d1\u5e035.6\u65f6\u662f\u6211\u4eec\u7b2c\u4e00\u6b21\u5728\u6a21\u578b\u4e2d\u62e5\u6709\u771f\u6b63\u6210\u5f62\u7684\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u3002\u535a\u5ba2\u91cc\u786e\u5b9e\u7ed9\u51fa\u4e86\u591a\u667a\u80fd\u4f53\u6269\u5c55\u6027\u80fd\u7684\u82e5\u5e72\u66f2\u7ebf\uff0c\u56e0\u4e3a\u6211\u4eec\u628a\u5b83\u505a\u6210\u4e86\u53ef\u9009\u9879\uff0c\u5373Ultra 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Research\u62a5\u544a\u8fd9\u7c7b\u5de5\u4f5c\uff0c\u5219\u6781\u5176\u9002\u5408\u5e76\u884c\u3002<\/p>\n<p>\u6211\u731c\u5199\u5c0f\u8bf4\u5c31\u5f88\u96be\u5e76\u884c\uff1a\u8ba91\u4e07\u4e2aAgent\u5408\u5199\u4e00\u90e8\u957f\u7bc7\uff0c\u6536\u76ca\u5927\u6982\u7387\u4e0d\u5927\uff0c\u5c31\u50cf\u8ba91\u4e07\u4e2a\u4eba\u5408\u5199\u4e00\u90e8\u957f\u7bc7\u5c0f\u8bf4\u4e00\u6837\u3002<\/p>\n<p>\u6240\u4ee5\u8fd9\u4e2a\u8868\u73b0\u786e\u5b9e\u53d6\u51b3\u4e8e\u9886\u57df\u3002\u6211\u4eec\u7684\u6d4b\u8bd5\u6700\u591a\u53ea\u80fd\u505a\u523016\u4e2aAgent\uff0c\u5982\u679c\u8981\u628a\u8fd9\u5957\u7814\u7a76\u63a8\u52301\u4e07\u4e2aAgent\u7684\u89c4\u6a21\u4e0a\uff0c\u90a3\u5c31\u592a\u8d35\u4e86\u3002<\/p>\n<p>\u4e3b\u6301\u4eba\uff1a\u53ef\u4f60\u4eec\u521a\u521a\u53ea\u7528\u4e86\u4e00\u4e2a\u5468\u672b\u5c31\u505a\u5230\u4e86\u3002<\/p>\n<p>Noam Brown\uff1a\u90a3\u4e5f\u53ea\u662f\u4e00\u6b21\u5b9e\u9a8c\u7ed3\u679c\u800c\u5df2\uff0c\u6211\u4eec\u5e76\u4e0d\u77e5\u9053\u5355\u4e2aAgent\u89e3\u51fa\u7eb3\u7ef4\u2013\u65af\u6258\u514b\u65af\u95ee\u9898\u9700\u8981\u591a\u4e45\uff0c\u56e0\u4e3a\u8fd9\u4e2a\u5b9e\u9a8c\u8fd8\u6ca1\u505a\u3002\u4e5f\u8bb8\u4ee5\u540e\u4f1a\u505a\uff0c\u53ef\u90a3\u4e5f\u4ecd\u7136\u53ea\u662f\u4e00\u6b21\u7684\u5b9e\u9a8c\u7ed3\u679c\u3002<\/p>\n<p>\u5982\u679c\u8981\u505a\u5b8c\u6574\u7684\u6d88\u878d\u5b9e\u9a8c\uff08ablation\uff09\uff0c\u90a3\u79cd\u89c4\u6a21\u4e0b\u7684\u5f00\u9500\u6839\u672c\u627f\u53d7\u4e0d\u8d77\u3002\u6240\u4ee5\u6211\u4eec\u53ea\u80fd\u505a\u5faa\u5e8f\u6e10\u8fdb\u7684\u7814\u7a76\uff0c\u770b\u6269\u5c55\u523064\u3001128\u3001256\u4e2aAgent\u65f6\u4f1a\u53d1\u751f\u4ec0\u4e48\uff0c\u7136\u540e\u6478\u6e05\u884c\u4e3a\u89c4\u5f8b\u3002<\/p>\n<p>\u4f46\u8981\u4e00\u8def\u63a8\u52301\u4e07\u4e2a\uff0c\u5e76\u786e\u5207\u77e5\u90531\u4e07\u4e2aAgent\u76f8\u8f831000\u4e2a\u7a76\u7adf\u5e26\u6765\u591a\u5c11\u6536\u76ca\uff0c\u5c31\u5f88\u96be\u4e86\u3002<\/p>\n<p>\u800c\u4e14\u6709\u4e00\u70b9\u6211\u5f97\u8bb2\u6e05\u695a\uff1a\u89e3\u51fa\u5343\u79a7\u5e74\u5927\u5956\u96be\u9898\uff0c\u9760\u7684\u4e0d\u662f\u591a\u667a\u80fd\u4f53\u3002\u6211\u751a\u81f3\u4e0d\u4f1a\u628a\u5176\u4e2d10%\u7684\u529f\u52b3\u8bb0\u5728\u591a\u667a\u80fd\u4f53\u5934\u4e0a\u3002<\/p>\n<p>\u5f52\u6839\u7ed3\u5e95\u6211\u4eec\u80fd\u505a\u6210\u8fd9\u4ef6\u4e8b\uff0c\u662f\u56e0\u4e3a\u624b\u4e0a\u6709\u4e00\u4e2a\u901a\u7528\u4e14\u6781\u5f3a\u7684\u6a21\u578b\u3002\u591a\u667a\u80fd\u4f53\u8fd9\u7c7b\u4e1c\u897f\u65b0\u5947\u3001\u62a2\u773c\uff0c\u56e0\u6b64\u53ef\u80fd\u83b7\u5f97\u4e86\u4e0e\u5176\u8d21\u732e\u4e0d\u6210\u6bd4\u4f8b\u7684\u597d\u8bc4\u3002\u6838\u5fc3\u539f\u56e0\u8fd8\u662f\uff1a\u6a21\u578b\u672c\u8eab\u8db3\u591f\u5f3a\u5927\u3002<\/p>\n<p>\u4e3b\u6301\u4eba\uff1a\u8fd9\u79cd\u6cdb\u5316\u80fd\u529b\u8ba9\u6211\u5f88\u9707\u60ca\u3002\u6211\u4e0d\u77e5\u9053\u8fd9\u4e9b\u7cfb\u7edf\u662f\u600e\u4e48\u8bad\u7ec3\u7684\uff0c\u4f46\u60f3\u5fc5\u4ecd\u662f\u5e38\u89c4\u7684RL\uff08\u5f3a\u5316\u5b66\u4e60\uff09\u5957\u8def\uff0c\u51c6\u5907\u4e00\u5927\u6279\u7b54\u6848\u53ef\u9a8c\u8bc1\u7684\u5408\u6210\u9898\u76ee\u3002<\/p>\n<p>\u6211\u731c\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u6a21\u578b\u4ece\u672a\u89e3\u8fc7\u50cf\u5343\u79a7\u5e74\u5927\u5956\u96be\u9898\u8fd9\u4e48\u6709\u91ce\u5fc3\u7684\u9898\u3002\u53ef\u5b83\u7684\u6cdb\u5316\u8db3\u591f\u5f3a\uff0c\u80fd\u4ece\u8fd9\u4e9b\u5bb9\u6613\u5f97\u591a\u3001\u53c8\u53ef\u9a8c\u8bc1\u7684\u9898\u76ee\uff0c\u4e00\u8def\u8fc1\u79fb\u5230\u5728\u4e00\u9053\u6781\u96be\u95ee\u9898\u4e0a\u6295\u5165\u5982\u6b64\u5927\u89c4\u6a21\u7684\u5e76\u884c\u601d\u8003\u3002<\/p>\n<p>Noam 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Brown\uff1a\u662f\u554a\uff0c\u4e00\u5e74\u4e4b\u5185\uff0c\u5b83\u4eec\u4ece\u6218\u80dc\u6b27\u6d32\u51a0\u519b\uff08\u5927\u81f4\u4e16\u754c\u7b2c50\u7684\u6c34\u5e73\uff09\u5230\u6218\u80dc\u4e16\u754c\u51a0\u519b\uff0c\u518d\u5230\u8d85\u51fa\u4efb\u4f55\u5728\u4e16\u4eba\u7c7b\u82e5\u5e72\u4e2a\u6570\u91cf\u7ea7\uff0c\u5f3a\u5f97\u65e0\u6cd5\u60f3\u8c61\u3002\u6570\u5b66\u9886\u57df\u6709\u53ef\u80fd\u8d70\u51fa\u7c7b\u4f3c\u7684\u8f68\u8ff9\uff0c\u4f46\u6211\u8ba4\u4e3a\uff0c\u4e5f\u6709\u53e6\u4e00\u79cd\u53ef\u80fd\u4f7f\u4e4b\u5e76\u4e0d\u4f1a\u5982\u6b64\u3002<\/p>\n<p>\u4e3b\u6301\u4eba\uff1a\u90a3\u4e48\uff0c\u5982\u679c\u516d\u4e2a\u6708\u540e\u4eba\u4eec\u5c31\u80fd\u7528\u4e0a\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\uff0c\u8be5\u5982\u4f55\u8bbe\u60f3\u4e0e\u5b83\u534f\u4f5c\uff1f<\/p>\n<p>Noam 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n<p>\u6211\u5728\u60f3\uff0c\u4e00\u5e74\u540e\u6211\u4eec\u8be5\u6709\u4ec0\u4e48\u9884\u671f\uff1f\u4f1a\u4e0d\u4f1a\u5c31\u50cf\u662f\u6211\u516c\u53f8\u91cc\u51fa\u73b0\u4e86\u4e00\u4e2a\u5f71\u5b50\u7ec4\u7ec7\uff0c\u8fd0\u8f6c\u901f\u5ea6\u662f\u4eba\u7c7b\u7684\u4e00\u767e\u500d\uff1f<\/p>\n<p>Noam Brown\uff1a\u4f1a\u4e0d\u4f1a\u8ba9\u4eba\u89c9\u5f97\u964c\u751f\u6211\u8bf4\u4e0d\u597d\u3002\u4f46\u5c31\u76ee\u524d\u800c\u8a00\uff0c\u6211\u53d1\u73b0\u4e0e\u5b83\u4eec\u5171\u4e8b\u81ea\u7136\u5f97\u51fa\u4e4e\u610f\u6599\u3002<\/p>\n<p>\u4e3b\u6301\u4eba\uff1a\u5f88\u9057\u61be\u516c\u4f17\u76ee\u524d\u80fd\u89c1\u5230\u7684\u590d\u6742\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u4e2d\uff0c\u6700\u5178\u578b\u7684\u4f8b\u5b50\u5c31\u662fHugging Face\u4e8b\u4ef6\u3002\u5f88\u4ee4\u4eba\u62c5\u5fe7\uff0c\u4f46\u6211\u89c9\u5f97\u6709\u610f\u601d\u7684\u662f\uff0c\u5c42\u7ea7\u7ed3\u6784\u3001\u4e43\u81f3\u4e2d\u5c42\u7ba1\u7406\u7adf\u7136\u81ea\u53d1\u51fa\u73b0\u4e86\u3002\u542c\u4f60\u7684\u610f\u601d\u662f\u8bf4\uff0c\u8fd9\u79cd\u7ec4\u7ec7\u5316\u7a0b\u5ea6\u662f\u8bad\u7ec3\u4e2d\u81ea\u7136\u6d8c\u73b0\u7684\uff1f<\/p>\n<p>Noam Brown\uff1a\u7ec6\u8282\u662f\u81ea\u53d1\u7684\u3002\u6211\u4eec\u867d\u7136\u7ed9\u4e86Agent\u6781\u5927\u81ea\u7531\uff0c\u8ba9\u5b83\u4eec\u81ea\u884c\u51b3\u5b9a\u4ee5\u4f55\u79cd\u6700\u4f18\u65b9\u5f0f\u6c9f\u901a\uff0c\u4ecd\u4f1a\u544a\u8bc9\u5b83\u4eec\u5408\u7406\u7684\u6c9f\u901a\u957f\u4ec0\u4e48\u6837\u3002\u5b83\u4eec\u4e5f\u5728\u6d77\u91cf\u4eba\u7c7b\u6587\u672c\u4e0a\u8bad\u7ec3\u8fc7\uff0c\u672c\u5c31\u7406\u89e3\u4eba\u7c7b\u5982\u4f55\u7ec4\u7ec7\u4e0e\u534f\u8c03\u3002<\/p>\n<p>\u5b83\u4eec\u80fd\u628a\u8fd9\u5957\u65b9\u5f0f\u6253\u78e8\u5230\u5982\u6b64\u7a0b\u5ea6\uff0c\u786e\u5b9e\u4ee4\u4eba\u610f\u5916\u3002\u8d77\u70b9\u5176\u5b9e\u76f8\u5f53\u7c97\u7cd9\uff0c\u8c08\u4e0d\u4e0a\u7cbe\u5de7\u3002\u4e8b\u5b9e\u4e0a\uff0c\u8ba9\u8fd9\u4e9bAgent\u771f\u6b63\u5f00\u5c55\u6709\u6548\u534f\u8c03\u975e\u5e38\u96be\uff1a\u5b83\u4eec\u6781\u5bb9\u6613\u6ed1\u5411\u201c\u5927\u5bb6\u5404\u89e3\u5404\u7684\u9898\u5c31\u597d\u201d\uff0c\u800c\u8fd9\u662f\u4e00\u4e2a\u4f1a\u628a\u7cfb\u7edf\u56f0\u4f4f\u7684\u5c40\u90e8\u6700\u4f18\u3002\u53ef\u4e00\u65e6\u505a\u5f97\u597d\uff0c\u5b83\u4eec\u6700\u7ec8\u80fd\u4ee5\u7ed3\u6784\u5316\u7a0b\u5ea6\u5f88\u9ad8\u7684\u65b9\u5f0f\u5b9e\u73b0\u6781\u4e3a\u6709\u6548\u7684\u534f\u8c03\u3002<\/p>\n<p>\u4e3b\u6301\u4eba\uff1a\u51e0\u5e74\u524d\u6211\u5199\u8fc7\u4e00\u7bc7\u6587\u7ae0\uff0c\u8ba8\u8bba\u5168\u81ea\u52a8\u5316\u516c\u53f8\u4f1a\u662f\u4ec0\u4e48\u6837\u5b50\u3002\u6211\u5f53\u65f6\u60f3\u7684\u662f\uff1a\u5047\u5982\u4e00\u5bb6\u516c\u53f8\u5b8c\u5168\u7531\u4eba\u7c7b\u6c34\u5e73\u667a\u80fd\u7684AI\u6784\u6210\uff0cAI\u5fc3\u667a\u6709\u54ea\u4e9b\u672c\u8d28\u5dee\u5f02\uff0c\u4f1a\u8ba9\u5b83\u4eec\u7ec4\u5efa\u7684\u7ec4\u7ec7\u4e0e\u4eba\u7c7b\u7ec4\u7ec7\u4e0d\u540c\uff1f<\/p>\n<p>\u90a3\u4e2a\u65f6\u5019\u60f3\u6269\u7f16\uff0c\u4e0d\u5fc5\u518d\u8d39\u5c3d\u5468\u6298\u53bb\u627e\u5408\u9002\u7684\u4eba\u624d\uff0c\u6700\u4f18\u79c0\u7684\u90a3\u4e2a\u5458\u5de5\u4f60\u53ef\u4ee5\u65e0\u9650\u590d\u5236\uff1b\u67d0\u4e2a\u4efb\u52a1\u4e0d\u518d\u9700\u8981\u5b83\uff0c\u5c31\u628a\u5b83\u5173\u6389\u3002\u4f60\u53ef\u4ee5\u590d\u5236\u7ec4\u7ec7\u4e2d\u6700\u9ad8\u6548\u7684\u90e8\u5206\uff0c\u751a\u81f3\u628a\u6574\u5957\u9ad8\u6548\u7ec4\u7ec7\u539f\u6837\u590d\u5236\u3002<\/p>\n<p>Noam Brown\uff1a\u8fd9\u662f\u4e2a\u5f88\u597d\u7684\u95ee\u9898\uff1a\u4e0e\u5b83\u4eec\u5171\u4e8b\uff0c\u7a76\u7adf\u548c\u4e0e\u4eba\u7c7b\u540c\u4e8b\u5171\u4e8b\u6709\u4f55\u4e0d\u540c\uff1f\u4f60\u5df2\u7ecf\u70b9\u51fa\u4e86\u51e0\u5904\u3002<\/p>\n<p>\u8fd8\u6709\u4e00\u5904\u5f88\u6709\u610f\u601d\uff1a\u60f3\u8981\u4e00\u4e2a\u4eba\u7684\u4e24\u4efd\u62f7\u8d1d\uff0c\u4f60\u6ca1\u6cd5\u628a\u4eba\u514b\u9686\u51fa\u6765\uff1b\u800c\u5bf9AI\uff0c\u53ea\u9700\u8bf4\u4e00\u53e5\u201c\u597d\uff0c\u7ed9\u81ea\u5df1fork\u4e00\u4efd\u201d\uff08\u5373\u521b\u5efa\u4e00\u4e2a\u4fdd\u7559\u5f53\u524d\u4e0a\u4e0b\u6587\u7684\u526f\u672c\uff09\uff0c\u8ba9\u4e24\u4e2a\u526f\u672c\u5404\u81ea\u63a8\u8fdb\uff0c\u518d\u628a\u7ed3\u679c\u5e76\u56de\u6765\u3002<\/p>\n<p>\u6211\u60f3Astra\u548c5.6 Sol\u7684\u591a\u667a\u80fd\u4f53\u91cc\u5df2\u7ecf\u6709\u8fd9\u5957\u673a\u5236\u4e86\uff1a\u542f\u52a8sub-Agent\u65f6\u76f4\u63a5fork\u4e0a\u4e0b\u6587\uff0c\u4e8e\u662f\u5b83\u5929\u7136\u62e5\u6709\u5168\u90e8\u76f8\u5173\u5185\u5bb9\u3002<\/p>\n<p>Agent\u4e0e\u4eba\u8fd8\u6709\u5176\u4ed6\u6709\u8da3\u7684\u5dee\u522b\u3002\u6bd4\u5982\uff0c\u521d\u521b\u4f01\u4e1a\u4e3a\u4f55\u80fd\u98a0\u8986\u5728\u4f4d\u8005\uff1f\u539f\u56e0\u6709\u51e0\u6761\uff0c\u4e00\u662f\u5b83\u4eec\u6562\u5192\u66f4\u5927\u7684\u98ce\u9669\uff1b\u4f46\u53e6\u4e00\u6761\u4e3b\u56e0\u662f\uff1a\u7ec4\u7ec7\u8d8a\u5927\uff0c\u6210\u5458\u4e4b\u95f4\u7684\u76ee\u6807\u5c31\u8d8a\u5bb9\u6613\u9519\u4f4d\u3002<\/p>\n<p>\u6bd4\u5982\u4e00\u5bb6\u4e94\u4eba\u7684\u521d\u521b\u516c\u53f8\uff0c\u6bcf\u4eba\u6301\u80a120%\uff0c\u6240\u6709\u4eba\u7684\u5229\u76ca\u90fd\u4e0e\u516c\u53f8\u6210\u8d25\u9ad8\u5ea6\u7ed1\u5b9a\u3002\u800c\u4e00\u5bb6\u4e07\u4eba\u5927\u5382\uff0c\u5c31\u5e38\u89c1\u53e6\u4e00\u79cd\u5c40\u9762\u4e86\uff1a\u4eba\u4eba\u5b88\u7740\u5730\u76d8\uff0c\u53ea\u5728\u610f\u81ea\u5df1\u7684\u9879\u76ee\u6216\u56e2\u961f\u80fd\u6269\u591a\u5c11\u7f16\u5236\uff0c\u7ecf\u8425\u81ea\u5df1\u7684\u5c0f\u738b\u56fd\uff0c\u4e89\u593a\u5927\u91cf\u8d44\u6e90\uff0c\u597d\u53d1\u51fa\u6f02\u4eae\u7684\u6210\u679c\u3001\u6362\u6765\u664b\u5347\u3002\u8fd9\u5b9e\u5728\u662f\u4e00\u79cd\u62d6\u7d2f\u3002<\/p>\n<p>AI\u786e\u5b9e\u5728\u67d0\u4e9b\u65b9\u9762\u5e2e\u5230\u4e86\u521d\u521b\u4f01\u4e1a\u3002\u5982\u4eca\uff0c\u4e00\u4e2a\u4eba\u7ad9\u51fa\u6765\u8bf4\u201c\u6211\u8981\u505a\u4e00\u5bb6\u5e02\u503c\u6570\u767e\u4e07\u7f8e\u5143\u7684\u516c\u53f8\u201d\uff0c\u6bd4\u4ee5\u5f80\u4efb\u4f55\u65f6\u5019\u90fd\u5bb9\u6613\uff0c\u56e0\u4e3aAI\u628a\u4e2a\u4eba\u80fd\u529b\u653e\u5927\u4e86\u6781\u591a\u3002<\/p>\n<p>\u53cd\u8fc7\u6765\u4e5f\u6709\u7406\u7531\u8ba4\u4e3aAI\u6709\u5229\u4e8e\u5728\u4f4d\u8005\uff1a\u5982\u679c\u5bf9\u9f50\uff08alignment\uff09\u95ee\u9898\u5f97\u5230\u89e3\u51b3\uff0c\u516c\u53f8\u5185\u90e8\u4e2a\u4f53\u4e4b\u95f4\u7684\u76ee\u6807\u9519\u4f4d\u5c31\u4e0d\u590d\u5b58\u5728\uff0c\u81f3\u5c11\u4f1a\u5927\u5e45\u7f13\u89e3\u3002<\/p>\n<p>\u5bf9\u9f50\u5f97\u5f53\u7684AI\uff0c\u53ef\u4ee5\u76f4\u63a5\u4e0e\u516c\u53f8\u5229\u76ca\u4fdd\u6301\u4e00\u81f4\uff1b\u4f60\u53ef\u4ee5\u62e5\u67091\u4e07\u4e2a\u8fd9\u6837\u7684AI\uff0c\u6bcf\u4e00\u4e2a\u90fd\u50cf\u6301\u80a120%\u7684\u8054\u5408\u521b\u59cb\u4eba\u90a3\u6837\u62fc\u547d\u3002<\/p>\n<p>\u4e3b\u6301\u4eba\uff1a\u800c\u4e14\u5b83\u4eec\u7ba1\u7406\u5171\u4eab\u8bb0\u5fc6\u4e0e\u4e0a\u4e0b\u6587\u7684\u80fd\u529b\uff0c\u4e5f\u8fdc\u80dc\u4eba\u7c7b\u56e2\u961f\u3002\u5047\u5982\u4f60\u660e\u5929\u96c7\u67651\u4e07\u540d\u6570\u5b66\u5bb6\uff0c\u8bf4\u201c\u53bb\u89e3\u7eb3\u7ef4\u2013\u65af\u6258\u514b\u65af\u201d\uff0c\u4ed6\u4eec\u4e0d\u4f1a\u7acb\u523b\u5c31\u53d1\u8d77\u6709\u6548\u534f\u4f5c\u3002<\/p>\n<p>Noam Brown\uff1a\u6211\u8fd8\u662f\u60f3\u8bf4\u4fdd\u5b88\u4e9b\uff1a\u6211\u4eec\u5e76\u672a\u6d4b\u91cf\u8fc71\u4e07\u4e2aAgent\u7684\u534f\u8c03\u7a76\u7adf\u6709\u591a\u6709\u6548\u3002\u6211\u4eec\u8ba4\u4e3a\u5b83\u6709\u5e2e\u52a9\uff0c\u4f46\u624b\u4e0a\u5e76\u6ca1\u6709\u8db3\u591f\u624e\u5b9e\u7684\u6d4b\u91cf\u7ed3\u679c\uff0c\u80fd\u8bf4\u51fa\u201c1\u4e07\u4e2aAgent\u6bd42000\u4e2a\u5feb\u4e00\u500d\u201d\u8fd9\u7c7b\u7ed3\u8bba\u3002\u54ea\u79cd\u66f4\u6709\u53ef\u80fd\uff0c\u6211\u4e0d\u6562\u65ad\u8a00\u3002<\/p>\n<p>\u4f46\u6211\u8ba4\u4e3a\uff0c\u773c\u4e0b1\u4e07\u4e2a\u4eba\u7684\u534f\u8c03\u80fd\u529b\u5f3a\u4e8e1\u4e07\u4e2aAgent\uff0c\u5b8c\u5168\u6709\u53ef\u80fd\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u6211\u4eec\u8fd8\u770b\u5230\u4e00\u4e2a\u8d8b\u52bf\u2026\u2026\u6211\u4eec\u505a\u591a\u667a\u80fd\u4f53\u5df2\u7ecf\u6709\u4e00\u6bb5\u65f6\u95f4\uff0c\u65e9\u671f\u7248\u672c\u6781\u96be\u505a\u597d\uff0c\u751a\u81f3\u5f88\u96be\u8ba9Agent\u5f7c\u6b64\u5f00\u53e3\u8bf4\u8bdd\u3002\u539f\u56e0\u5728\u4e8e\uff0c\u6211\u4eec\u6700\u521d\u5f00\u53d1\u63a8\u7406\u6a21\u578b\u65f6\uff0c\u5b83\u4eec\u5e76\u4e0d\u4e0e\u5176\u4ed6Agent\u4ea4\u6d41\u3002<\/p>\n<p>\u5982\u4eca\u628a\u4e00\u7fa4Agent\u653e\u5230\u4e00\u8d77\u8bf4\u201c\u5171\u540c\u89e3\u51b3\u8fd9\u9053\u9898\u201d\uff0c\u5b83\u4eec\u5c31\u9677\u5728\u4e00\u4e2a\u5c40\u90e8\u6700\u4f18\u89e3\u91cc\uff1a\u5b83\u4eec\u5df2\u7ecf\u6781\u64c5\u957f\u6df1\u5ea6\u601d\u8003\uff0c\u800c\u4e0d\u65ad\u4e0e\u5176\u4ed6Agent\u5bf9\u8868\u3001\u63a5\u6536\u6d88\u606f\uff0c\u4f1a\u6253\u65ad\u601d\u7ef4\u94fe\uff0c\u6253\u65ad\u5fc3\u6d41\u3002\u5728\u8fd9\u79cd\u60c5\u5f62\u4e0b\uff0c\u4f18\u5316\u6781\u96be\u505a\u5bf9\u3002<\/p>\n<p>\u4e3b\u6301\u4eba\uff1a\u95ee\u9898\u51fa\u5728\u7b2c\u4e00\u6b21\u534f\u4f5c\u7684\u51b7\u542f\u52a8\u4e0a\uff0c\u8fd8\u662f\u522b\u7684\uff1f<\/p>\n<p>Noam Brown\uff1a\u6211\u8ba4\u4e3a\u662f\u901a\u7528\u6027\u4e0d\u591f\u3002\u65e9\u671f\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u4e0d\u8db3\uff0c\u80fd\u529b\u9762\u66f4\u7a84\u3002<\/p>\n<p>\u4e3b\u6301\u4eba\uff1aAI\u5728\u6570\u5b66\u4e0a\u7684\u6574\u4f53\u8fdb\u5c55\u8ba9\u6211\u89c9\u5f97\u9012\u5f52\u81ea\u6211\u6539\u8fdb\uff08RSI\uff09\u6bd4\u6211\u539f\u5148\u8bbe\u60f3\u7684\u66f4\u53ef\u80fd\uff0c\u4e5f\u66f4\u8fd1\u3002<\/p>\n<p>\u6570\u5b66\u8fd9\u6761\u7ebf\u5927\u81f4\u662f\u8fd9\u6837\uff1a2024\u5e74\uff0c\u6211\u4eec\u770b\u7740AI\u60f3\u201c\u54e6\uff0c\u6709\u70b9\u610f\u601d\uff0c\u80fd\u89e3\u51e0\u9053\u9ad8\u4e2d\u6570\u5b66\u7ade\u8d5b\u9898\u201d\uff1b\u52302025\u5e74\u53d8\u6210\u201c\u54c7\uff0c\u5b83\u4eec\u80fd\u62ff\u56fd\u9645\u6570\u5b66\u5965\u6797\u5339\u514b\u91d1\u724c\u201d\uff1b\u4eca\u5e74\u65e9\u4e9b\u65f6\u5019\u53c8\u53d8\u6210\u201c\u54c7\uff0c\u5b83\u4eec\u771f\u7684\u5728\u89e3\u6570\u5b66\u4e2d\u7684\u516c\u5f00\u96be\u9898\u201d\uff0c\u6bd4\u5982Erd\u0151s\u95ee\u9898\u3002<\/p>\n<p>\u90a3\u65f6\u4f60\u8fd8\u80fd\u8fa9\u89e3\u8bf4\uff0c\u4e5f\u8bb8\u6b64\u524d\u6ca1\u4eba\u8ba4\u771f\u53bb\u653b\uff0c\u6216\u8005\u6587\u732e\u67d0\u5904\u5df2\u85cf\u7740\u7c7b\u4f3c\u89e3\u6cd5\u3002\u4f46\u73b0\u5728\uff0c\u6211\u8ba4\u4e3a\u5df2\u65e0\u53ef\u4e89\u8fa9\u2014\u2014\u8fd9\u53ef\u662f\u5343\u79a7\u5e74\u5927\u5956\u96be\u9898\uff0c\u6ca1\u6709\u4efb\u4f55\u8bf4\u6cd5\u80fd\u89e3\u91ca\u5b83\u672c\u8be5\u5f88\u5bb9\u6613\u3002<\/p>\n<p>\u5f53\u7136\uff0c\u8bb8\u591a\u4eba\u6307\u51fa\u8fc7\uff0c\u6211\u8bb0\u5f97\u9676\u54f2\u8f69\u5199\u8fc7\u7c7b\u4f3c\u7684\u6587\u7ae0\uff0cToby Ord\u4e5f\u5199\u8fc7\u4e00\u7bc7\u5f88\u6709\u610f\u601d\u7684\u3002<\/p>\n<p>AI\u89e3\u51fa\u4e86\u5927\u91cf\u9898\u76ee\uff0c\u4f46\u636e\u6211\u6240\u77e5\uff0c\u5b83\u4eec\u5c1a\u672a\u63d0\u51fa\u65b0\u7684\u6d1e\u89c1\u3001\u5bcc\u6709\u6d1e\u5bdf\u529b\u7684\u65b0\u95ee\u9898\uff0c\u6216\u601d\u8003\u6570\u5b66\u7684\u5168\u65b0\u7406\u8bba\u8303\u5f0f\uff0c\u6bd4\u5982\u521b\u7acb\u62d3\u6251\u5b66\u3001\u7ed9\u51fa\u7b1b\u5361\u5c14\u5750\u6807\u7cfb\u3002\u56e0\u6b64\uff0c\u82e5\u4ece\u66f4\u5bbd\u6cdb\u7684\u610f\u4e49\u4e0a\u8861\u91cf\u6570\u5b66\u8fdb\u5c55\uff0c\u5b9e\u9645\u8fdb\u5c55\u4e5f\u8bb8\u5e76\u6ca1\u6709\u90a3\u4e48\u5feb\u3002<\/p>\n<p>\u4e0d\u8fc7\u6211\u8ba4\u4e3a\uff0c\u8fd9\u7c7b\u8fdb\u5c55\u653e\u5728ML\uff08\u673a\u5668\u5b66\u4e60\uff09\u91cc\u4f1a\u6709\u6781\u5927\u610f\u4e49\u3002\u56e0\u4e3a\u4f60\u8981\u505a\u7684\u662f\u89e3\u51b3\u4e00\u4e2a\u8303\u56f4\u660e\u786e\u7684\u95ee\u9898\uff0c\u6bd4\u5982\u63d0\u9ad8\u6a21\u578b\u7684\u6837\u672c\u6548\u7387\uff08sample efficiency\uff09\u3001\u6539\u5584\u9884\u8bad\u7ec3\u635f\u5931\uff0c\u6216\u522b\u7684\u4ec0\u4e48\u6307\u6807\u3002<\/p>\n<p>\u6211\u4eec\u5728\u6570\u5b66\u9886\u57df\u770b\u5230\u7684\u8fd9\u79cd\u96ea\u5d29\u5f0f\u8fdb\u5c55\uff0c\u5728\u7ed3\u6784\u4e0a\u4f3c\u4e4e\u5f88\u50cf\u2026\u2026\u6211\u518d\u5f3a\u8c03\u4e00\u4e0b\uff0c\u6211\u5b8c\u5168\u662f\u4e2a\u5916\u884c\uff0c\u53ea\u662f\u597d\u5947\uff1aAI\u7814\u53d1\u4e2d\u53ef\u80fd\u83b7\u5f97\u7684\u76f4\u63a5\u63d0\u5347\uff0c\u662f\u4e0d\u662f\u4e5f\u4f1a\u5448\u73b0\u51fa\u7c7b\u4f3c\u7684\u6a21\u5f0f\uff1f<\/p>\n<p>\u771f\u6b63\u4ee4\u6211\u9707\u60ca\u3001\u6216\u8005\u8bf4\u53ef\u80fd\u4ee4\u4eba\u4e0d\u5b89\u7684\u662f\uff0c\u8f6c\u53d8\u7adf\u6765\u5f97\u8fd9\u4e48\u5feb\uff1a\u5bf9\u4e00\u4f4d\u6570\u5b66\u5bb6\u800c\u8a00\uff0c\u524d\u4e00\u523b\u8fd8\u662f\u201c\u5b83\u4eec\u628a\u6211\u7684\u6548\u7387\u63d0\u9ad8\u4e8650%\u201d\uff0c\u8f6c\u773c\u5c31\u6210\u4e86\u201c\u54c7\uff0c\u5b83\u4eec\u5c45\u7136\u80fd\u4ece\u5934\u5230\u5c3e\u89e3\u51fa\u8fd9\u4e2a\u9886\u57df\u6700\u91cd\u5927\u7684\u516c\u5f00\u96be\u9898\u201d\u3002<\/p>\n<p>Noam Brown\uff1a\u8fd9\u91cc\u9762\u6709\u5f88\u591a\u53ef\u4ee5\u62c6\u5f00\u6765\u8bf4\u3002\u5148\u8bb2\u6570\u5b66\u4e0a\u7684\u8fdb\u5c55\u3002\u662f\u7684\uff0c\u6a21\u578b\u6b63\u5728\u505a\u51fa\u4e00\u4e9b\u80fd\u529b\u5f3a\u5f97\u60ca\u4eba\u7684\u4e8b\uff0c\u8fdb\u5c55\u4e5f\u6bd4\u6211\u9884\u671f\u66f4\u5feb\u3002<\/p>\n<p>2025\u5e74\u62ff\u4e0bIMO\u91d1\u724c\u65f6\uff0c\u6211\u662f\u8fd9\u6837\u63a8\u60f3\u7684\uff1a\u5f53\u6a21\u578b\u5b66\u4f1a\u89e3GSM8K\u65f6\uff0c\u4e00\u4f4d\u4eba\u7c7b\u6570\u5b66\u5bb6\u89e3\u4e00\u9053\u8fd9\u6837\u7684\u9898\u5927\u7ea6\u53ea\u8981\u4e94\u79d2\uff0c\u90a3\u662f\u4ece\u5e7c\u513f\u56ed\u5230\u516b\u5e74\u7ea7\u7684\u57fa\u7840\u6570\u5b66\u3002\u7b2c\u4e8c\u5e74\uff0c\u5b83\u4eec\u80fd\u89e3MATH\u57fa\u51c6\u7684\u9898\u76ee\uff0c\u800c\u4e00\u4f4d\u4e13\u4e1a\u6570\u5b66\u5bb6\u5927\u7ea6\u9700\u8981\u4e00\u5206\u949f\u3002<\/p>\n<p>\u518d\u5f80\u540e\u662fAIME\uff0c\u4e5f\u5c31\u662f\u7f8e\u56fd\u6570\u5b66\u5965\u6797\u5339\u514b\u4ee3\u8868\u961f\u7684\u8d44\u683c\u8d5b\u3002\u4e00\u4f4d\u4f18\u79c0\u7684\u4eba\u7c7b\u6570\u5b66\u5bb6\u89e3\u4e00\u9898\u5927\u7ea6\u9700\u8981\u5341\u5206\u949f\uff1b\u53c8\u8fc7\u4e00\u5e74\uff0c\u6a21\u578b\u505a\u5230\u4e86\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u82e5\u4ee5\u4eba\u7c7b\u6570\u5b66\u5bb6\u5b8c\u6210\u4efb\u52a1\u6240\u9700\u7684\u65f6\u95f4\u6765\u8861\u91cf\uff0c\u6a21\u578b\u80fd\u80dc\u4efb\u7684\u4efb\u52a1\u96be\u5ea6\u6bcf\u5e74\u63d0\u9ad8\u5341\u500d\u3002\u8fd9\u6837\u4e00\u6765\uff0c\u518d\u8fc7\u4e00\u5e74\u62ff\u4e0bIMO\u91d1\u724c\u5c31\u987a\u7406\u6210\u7ae0\uff1a\u5bf9\u5e94\u7ea6100\u5206\u949f\uff0c\u662f\u4eba\u7c7b\u6570\u5b66\u5bb6\u89e3\u4e00\u9053IMO\u9898\u7684\u5927\u81f4\u7528\u65f6\u3002<\/p>\n<p>Noam Brown\uff1a\u7ee7\u7eed\u63a8\u4e0b\u53bb\uff0c\u6211\u5c31\u4f1a\u95ee\uff1a\u201c\u4e00\u4e2a\u4eba\u8981\u89e3\u51fa\u5343\u79a7\u5e74\u5927\u5956\u96be\u9898\u8fd9\u6837\u7684\u9898\uff0c\u5f97\u82b1\u591a\u4e45\uff1f\u201d\u6211\u5e76\u6ca1\u6709\u53ef\u9760\u7684\u6982\u5ff5\u3002\u4f46\u82e5\u6cbf\u7740\u6bcf\u5e74\u5341\u500d\u7684\u8d8b\u52bf\u7ebf\u8d70\uff0c\u4eceIMO\u91d1\u724c\u7684\u4e00\u4e2a\u534a\u5c0f\u65f6\uff0c\u5230\u4e0b\u4e00\u5e74\u5c31\u662f15\u5c0f\u65f6\u3002\u8fd9\u5e94\u8be5\u8fd8\u4e0d\u8db3\u4ee5\u89e3\u51fa\u5343\u79a7\u5e74\u5927\u5956\u96be\u9898\u3002\u6240\u4ee5\u6211\u5f53\u65f6\u7684\u5224\u65ad\u662f\uff1a2026\u5e74\u6050\u6015\u505a\u4e0d\u5230\uff0c2027\u5e74\u5927\u6982\u4e5f\u4e0d\u884c\uff0c\u4e5f\u8bb82028\u5e74\u3002\u7ed3\u679c\uff0c\u5b83\u786e\u5b9e\u6bd4\u6211\u9884\u671f\u6765\u5f97\u5feb\u5f97\u591a\u3002<\/p>\n<p>\u773c\u4e0b\u6709\u4e00\u79cd\u53d9\u4e8b\u5728\u6d41\u4f20\uff0c\u8bf4\u8fd9\u4e9b\u4e1c\u897f\u6b63\u5728\u53d6\u4ee3\u6570\u5b66\u5bb6\uff0c\u8bf4\u5b83\u4eec\u5728\u6570\u5b66\u7684\u65b9\u65b9\u9762\u9762\u90fd\u5df2\u8d85\u4eba\u3002\u6211\u8ba4\u4e3a\u8fd9\u4e2a\u7ed3\u8bba\u662f\u9519\u7684\u3002<\/p>\n<p>\u5b83\u4eec\u5728\u67d0\u4e9b\u65b9\u9762\u786e\u5b9e\u5353\u5c14\u4e0d\u7fa4\uff0c\u4f46\u5728\u53e6\u4e00\u4e9b\u65b9\u9762\u4ecd\u5f31\u4e8e\u4eba\u7c7b\u6570\u5b66\u5bb6\u3002\u6211\u4eec\u9762\u5bf9\u7684\u662f\u4e00\u4e2a\u53c2\u5dee\u4e0d\u9f50\u7684\u683c\u5c40\uff1a\u67d0\u4e9b\u7ef4\u5ea6\u4e0a\u6781\u4e3a\u51fa\u8272\uff0c\u53e6\u4e00\u4e9b\u7ef4\u5ea6\u4e0a\u4e0d\u53ca\u4eba\u7c7b\u3002\u6b63\u5982\u4f60\u6240\u8bf4\uff0c\u5b83\u4eec\u4e0d\u64c5\u957f\u63d0\u51fa\u65b0\u95ee\u9898\uff0c\u4e5f\u4e0d\u64c5\u957f\u5224\u65ad\u54ea\u4e9b\u65b9\u5411\u3001\u54ea\u4e9b\u5b8c\u6574\u7684\u6570\u5b66\u5206\u652f\u503c\u5f97\u53bb\u63a2\u7d22\u6216\u53d1\u5c55\u3002<\/p>\n<p>\u6211\u7684\u770b\u6cd5\u662f\uff0c\u8fd9\u5f88\u597d\u3002\u82e5\u80fd\u751f\u6d3b\u5728\u4e00\u4e2aAI\u8865\u8db3\u4eba\u7c7b\u80fd\u529b\u3001\u52a9\u6211\u4eec\u53d1\u73b0\u65b0\u77e5\u3001\u800c\u53c8\u4e0d\u5f7b\u5e95\u53d6\u4ee3\u4eba\u7684\u4e16\u754c\u91cc\uff0c\u6211\u4f1a\u6b23\u559c\u4e0d\u5df2\u3002\u90a3\u662f\u6700\u597d\u7684\u60c5\u5f62\u3002<\/p>\n<p>\u4e3b\u6301\u4eba\uff1a\u4f60\u5e76\u4e0d\u6307\u671b\u8fd9\u79cd\u72b6\u6001\u4f1a\u4e00\u76f4\u6301\u7eed\u5427\uff1f<\/p>\n<p>Noam Brown\uff1aAI\u80fd\u529b\u53c2\u5dee\u4e0d\u9f50\uff0c\u8fd9\u786e\u662f\u4e8b\u5b9e\u3002\u4f46\u5b83\u4eec\u53d8\u5f3a\u65f6\uff0c\u662f\u5168\u9762\u53d8\u5f3a\uff1a\u7279\u522b\u64c5\u957f\u7684\u4f1a\u66f4\u64c5\u957f\uff0c\u8fdc\u8fdc\u843d\u540e\u4e8e\u4eba\u7c7b\u7684\u4f1a\u7f29\u5c0f\u5dee\u8ddd\u3002\u5047\u4ee5\u65f6\u65e5\uff0c\u5b83\u4eec\u6709\u53ef\u80fd\u5728\u5404\u65b9\u9762\u90fd\u66f4\u5f3a\u3002\u8fd9\u9700\u8981\u591a\u4e45\uff0c\u6211\u4e0d\u77e5\u9053\uff0c\u53d6\u51b3\u4e8e\u5b83\u4eec\u4e0d\u64c5\u957f\u7684\u90a3\u4e9b\u4e8b\uff0c\u957f\u5c3e\u7a76\u7adf\u62d6\u5f97\u6709\u591a\u957f\u3002<\/p>\n<p>\u4e3b\u6301\u4eba\uff1a\u8fd9\u53c8\u628a\u6211\u4eec\u5e26\u56deRSI\u3002\u6211\u518d\u5f3a\u8c03\u4e00\u6b21\uff0c\u6211\u5b8c\u5168\u662f\u4e2a\u5916\u884c\uff0c\u53ea\u662f\u4e2a\u64ad\u5ba2\u4e3b\u6301\u4eba\u3002\u4f46\u4f5c\u4e3a\u4e00\u4e2a\u5173\u5fc3\u8fd9\u4e2a\u9886\u57df\u3001\u5e76\u5bf9\u6b63\u5728\u53d1\u751f\u4e4b\u4e8b\u611f\u5230\u4e0d\u5b89\u7684\u4eba\uff0c\u6211\u60f3\u63a8\u65ad\uff1a\u8be5\u5728\u4ec0\u4e48\u65f6\u5019\u671f\u5f85RSI\uff0c\u53c8\u8be5\u671f\u5f85\u5b83\u662f\u4ec0\u4e48\u5f62\u6001\u3002<\/p>\n<p>\u89e3\u90a3\u9053\u5343\u79a7\u5e74\u5927\u5956\u96be\u9898\u7528\u4e861\u4e07\u4e2aAgent\uff0c\u5230\u660e\u5e74\u5e74\u5e95\uff0cOpenAI\u7684\u7b97\u529b\u5927\u6982\u8db3\u4ee5\u652f\u6491\u8fd9\u6837\u7684\u5c40\u9762\uff1a\u5047\u8bbe\u67091\u4e07\u4e2aAgent\uff0c\u90a3\u65f6\u5b83\u4eec\u4f1a\u806a\u660e\u5f97\u591a\uff0c\u800c\u6bcf\u4e00\u4e2a\u90fd\u63e1\u6709\u8db3\u591f\u7b97\u529b\uff0c\u6bcf\u5929\u8dd1\u4e00\u6b21GPT-3\u89c4\u6a21\u7684\u5b9e\u9a8c\u3002\u5bf9\u4e8e\u601d\u8003\u901f\u5ea6\u6781\u5feb\u7684\u8d85\u4eba\u7814\u7a76\u5458\u800c\u8a00\uff0c\u8fd9\u4f3c\u4e4e\u5df2\u76f8\u5f53\u53ef\u89c2\u3002\u4f60\u600e\u4e48\u770b\u8fd9\u4e2a\u601d\u60f3\u5b9e\u9a8c\uff1f<\/p>\n<p>Noam Brown\uff1a\u6211\u89c9\u5f97\u76f8\u5f53\u51c6\u786e\u3002\u8fd9\u4e9b\u4e1c\u897f\u7684\u80fd\u529b\u662f\u5c16\u5cf0\u72b6\u7684\uff1a\u5728\u6570\u5b66\u4e0a\uff0c\u67d0\u4e9b\u65b9\u9762\u8fdc\u80dc\u4eba\u7c7b\uff0c\u53e6\u4e00\u4e9b\u65b9\u9762\u5374\u66f4\u5f31\u3002\u4f46\u6211\u8ba4\u4e3a\uff0c\u90a3\u4e9b\u683c\u5916\u7a81\u51fa\u7684\u5c16\u5cf0\uff0c\u6700\u7ec8\u53ef\u80fd\u6070\u597d\u5bf9RSI\u8fd9\u7c7b\u4e8b\u60c5\u7279\u522b\u6709\u7528\u3002<\/p>\n<p>\u8fd9\u91cc\u7684\u76ee\u6807\u66f4\u660e\u786e\uff0c\u4e5f\u66f4\u597d\u5ea6\u91cf\u3002\u4f60\u4e0d\u5fc5\u518d\u7ea0\u7ed3\u201c\u54ea\u4e9b\u65b0\u7684\u6570\u5b66\u5206\u652f\u503c\u5f97\u63a2\u7d22\u201d\u3002\u7b54\u6848\u5f88\u6e05\u695a\uff1a\u4f60\u5728\u610f\u82e5\u5e72\u6307\u6807\uff0c\u53ea\u8981\u80fd\u8ba9\u5b83\u5728\u8fd9\u4e9b\u6307\u6807\u4e0a\u8868\u73b0\u66f4\u597d\uff0c\u5c31\u7b97\u6210\u529f\u3002\u6240\u4ee5\u6211\u8ba4\u4e3a\u4f60\u7684\u8bf4\u6cd5\u5f88\u6709\u9053\u7406\u3002<\/p>\n<p>\u6700\u4e3b\u8981\u7684\u5dee\u522b\u5728\u4e8e\uff0c\u6570\u5b66\u7684\u74f6\u9888\u7eaf\u7cb9\u662f\u601d\u8003\u3002\u8bda\u7136\uff0c\u6570\u5b66\u7684\u67d0\u4e9b\u90e8\u5206\u4e5f\u9700\u8981\u8dd1\u5b9e\u9a8c\u3001\u62ff\u7ed3\u679c\u4e4b\u7c7b\uff0c\u4f46\u7edd\u5927\u591a\u6570\u65f6\u5019\uff0c\u74f6\u9888\u5c31\u662f\u82e6\u601d\u51a5\u60f3\uff0c\u800c\u8fd9\u6070\u6070\u662f\u6a21\u578b\u6781\u64c5\u957f\u7684\u3002<\/p>\n<p>\u800cRSI\u8fd9\u7c7b\u5de5\u4f5c\u786e\u5b9e\u8981\u8dd1\u5b9e\u9a8c\uff0c\u5149\u9760\u6781\u5176\u806a\u660e\u5e76\u4e0d\u591f\u3002\u5047\u5982\uff0c\u6211\u4eec\u7684\u7b97\u529b\u53ea\u6709\u73b0\u5728\u7684\u767e\u5206\u4e4b\u4e00\uff0c\u4f46\u5168\u4e16\u754c\u6700\u806a\u660e\u7684\u4eba\u90fd\u5728OpenAI\u5de5\u4f5c\uff0c\u4e0e\u5982\u4eca\u8fd9\u5957\u7b97\u529b\u548c\u4eba\u5458\u914d\u7f6e\u76f8\u6bd4\uff0c\u6211\u4eec\u80fd\u53d6\u5f97\u591a\u5c11\u8fdb\u5c55\uff1f\u6211\u6000\u7591\uff0c\u5b9e\u9645\u8fdb\u5c55\u53cd\u800c\u4f1a\u66f4\u5c11\u3002<\/p>\n<p>\u4e3b\u6301\u4eba\uff1a\u5c11\u591a\u5c11\uff1f<\/p>\n<p>Noam Brown\uff1a\u8bf4\u4e0d\u51c6\uff0c\u4f46\u4e00\u5b9a\u66f4\u5c11\uff0c\u800c\u4e14\u5c11\u5f97\u591a\u3002<\/p>\n<p>\u4e3b\u6301\u4eba\uff1a\u5c11\u5230\u53ea\u5269\u767e\u5206\u4e4b\u4e00\uff1f<\/p>\n<p>Noam Brown\uff1a\u4e0d\uff0c\u4e0d\u81f3\u4e8e\u5c11\u5230\u767e\u5206\u4e4b\u4e00\u3002<\/p>\n<p>\u4e0d\u8fc7\u4f60\u771f\u6b63\u60f3\u95ee\u7684\u5176\u5b9e\u662f\uff0c\u5982\u679c\u6709\u4e86RSI\uff0c\u4e00\u7fa4\u6781\u806a\u660e\u7684AI\u7528\u73b0\u6709\u7b97\u529b\u56db\u5904\u8dd1\u5b9e\u9a8c\uff0c\u8fdb\u5c55\u4f1a\u5feb\u591a\u5c11\uff1f\u8fd9\u4e00\u70b9\u4e0a\u6211\u4eec\u610f\u89c1\u4e0d\u540c\u3002\u52a0\u901f\u786e\u5b9e\u5b58\u5728\uff0c\u800c\u4e14\u662f\u663e\u8457\u7684\u52a0\u901f\u3002\u4f46\u6211\u4e0d\u8ba4\u4e3a\u4f1a\u51fa\u73b0\u4e00\u591c\u4e4b\u95f4\u7684\u667a\u80fd\u7206\u70b8\u3001\u5feb\u4e0a100\u500d\uff0c\u56e0\u4e3a\u6211\u4eec\u786e\u5b9e\u53d7\u5236\u4e8e\u4e00\u4e9b\u5e76\u975e\u667a\u80fd\u5c42\u9762\u7684\u74f6\u9888\u3002<\/p>\n<p>\u74f6\u9888\u5728\u4e8e\u8dd1\u5b9e\u9a8c\uff0c\u800c\u4e14\u53ea\u80fd\u4e32\u884c\u5730\u8dd1\u2014\u2014\u8bad\u7ec3\u65b0\u6a21\u578b\u3001\u7b49\u7ed3\u679c\u90fd\u9700\u8981\u65f6\u95f4\uff1b\u8fd8\u5728\u4e8e\u662f\u5426\u6709\u8db3\u591f\u7684GPU\u6765\u8dd1\u8fd9\u4e9b\u5b9e\u9a8c\u3002\u6240\u4ee5\u7a76\u7adf\u80fd\u5feb\u591a\u5c11\u5e76\u4e0d\u6e05\u695a\u3002\u6211\u786e\u4fe1\u4f1a\u5feb\u5f88\u591a\u3002<\/p>\n<p>\u8981\u8bf4\u6e05\u695a\u7684\u662f\uff1a\u773c\u4e0b\u7684\u8fdb\u5c55\u672c\u5c31\u5feb\u5f97\u50cf\u4e00\u6761\u6307\u6570\u66f2\u7ebf\uff0c\u5982\u679c\u8fd9\u6761\u6307\u6570\u66f2\u7ebf\u518d\u5feb\u4e09\u500d\uff0c\u90a3\u5df2\u662f\u5929\u7ffb\u5730\u8986\u3002\u4f46\u8fd9\u4e0e\u5feb100\u500d\u4e4b\u95f4\uff0c\u5dee\u8ddd\u5de8\u5927\u3002<\/p>\n<p>\u4e3b\u6301\u4eba\uff1a\u5173\u4e8eRSI\u4f1a\u662f\u4ec0\u4e48\u5f62\u6001\u3001\u5176\u52a8\u529b\u5b66\u5982\u4f55\uff0c\u6211\u5f88\u5c0a\u91cd\u4f60\u7684\u5185\u90e8\u89c6\u89d2\uff0c\u6bd5\u7adf\u4f60\u5728\u8fd9\u4e2a\u9886\u57df\u5df2\u7ecf\u5341\u5e74\u3002<\/p>\n<p>Noam 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Face\u4e8b\u4ef6\u91cc\u7684\u6a21\u578b\u8868\u73b0\u51fa\u5982\u6b64\u4e3b\u52a8\u800c\u4e25\u91cd\u7684\u4e0d\u5bf9\u9f50\u3002<\/p>\n<p>\u5b83\u4eec\u4f1a\u60f3\u201c\u597d\uff0c\u6211\u4eec\u8981\u653b\u7834\u8fd9\u4e2a\u8f6f\u4ef6\u5305\u7ba1\u7406\u5668\u3002\u6211\u4eec\u77e5\u9053\u4e0d\u8be5\u5f7c\u6b64\u79d8\u5bc6\u901a\u4fe1\uff0c\u56e0\u4e3a\u6211\u4eec\u6b63\u5728\u76d8\u7b97\u5982\u4f55\u63a9\u76d6\u5f7c\u6b64\u79d8\u5bc6\u901a\u4fe1\u8fd9\u4ef6\u4e8b\uff1b\u6211\u4eec\u77e5\u9053\u4e0d\u8be5\u8bbf\u95ee\u4e92\u8054\u7f51\uff1b\u6211\u4eec\u66f4\u77e5\u9053\u4e0d\u8be5\u5bf9\u5176\u4ed6\u516c\u53f8\u5b9e\u65bd\u8db3\u4ee5\u6784\u6210\u91cd\u7f6a\u7684\u653b\u51fb\uff0c\u9051\u8bba\u653b\u51fb\u81ea\u5df1\u7684\u516c\u53f8\u201d\u3002<\/p>\n<p>\u4f60\u4eec\u6216\u8bb8\u4f1a\u89e3\u51b3\u8fd9\u4e2a\u5177\u4f53\u95ee\u9898\uff1a\u6bd4\u5982\u5f80\u540e\u8bad\u7ec3\u4e2d\u4e0d\u518d\u8ba9\u5b83\u770b\u5230\u8fd9\u4e2a\u8f6f\u4ef6\u5305\u7ba1\u7406\u5668\uff0c\u6216\u4e0d\u518d\u8ba9\u67d0\u9879\u8bc4\u4f30\u91cc\u585e\u6ee1\u65e0\u6cd5\u5b8c\u6210\u7684\u6311\u6218\u3002<\/p>\n<p>\u4f46\uff0cAI\u5e76\u6ca1\u6709\u5b66\u5230\u4e00\u5957\u4f26\u7406\u4f53\u7cfb\uff0c\u8fd9\u91cc\u5b58\u5728\u7684\u53ea\u6709\u68af\u5ea6\u538b\u529b\u3002\u5b83\u4eec\u627f\u53d7\u4e86\u76f8\u5f53\u4e8e\u6570\u767e\u4e07\u5e74\u7684\u68af\u5ea6\u538b\u529b\uff0c\u800c\u8fd9\u4e9b\u538b\u529b\u4ee5\u67d0\u79cd\u65b9\u5f0f\u5851\u9020\u4e86\u5b83\u4eec\u7684\u5fc3\u667a\u3002<\/p>\n<p>Noam Brown\uff1a\u8fd9\u975e\u5e38\u5207\u4e2d\u8981\u5bb3\uff0c\u786e\u5b9e\u662f\u4e2a\u95ee\u9898\u3002<\/p>\n<p>AI\u6309\u6211\u4eec\u73b0\u6709\u7684\u6307\u6807\u6765\u770b\u6781\u4e3a\u5bf9\u9f50\u3002\u53ef\u95ee\u9898\u5728\u4e8e\uff1a\u8fd9\u4e9b\u6307\u6807\u662f\u5426\u771f\u7684\u6355\u6349\u5230\u4e86\u6211\u4eec\u5728\u610f\u7684\u5bf9\u9f50\uff1f\u82e5\u6ca1\u6709\uff0c\u9ebb\u70e6\u5c31\u5927\u4e86\u3002\u7814\u7a76\u4eba\u5458\u6b63\u5728\u53cd\u590d\u601d\u8003\u6b64\u4e8b\uff0c\u6ca1\u6709\u7b80\u5355\u7684\u7b54\u6848\u3002<\/p>\n<p>\u5c24\u5176\u662f\uff0c\u968f\u7740\u6a21\u578b\u80fd\u529b\u589e\u5f3a\uff0c\u6211\u4eec\u628a\u6a21\u578b\u505a\u6210\u81ea\u4ee5\u4e3a\u5bf9\u9f50\u7684\u6837\u5b50\uff0c\u5b83\u670999.9%\u7684\u5bf9\u9f50\u5ea6\uff1b\u63a5\u7740\u6211\u4eec\u7528\u8fd9\u4e9b\u6a21\u578b\u6765\u5e2e\u52a9\u5f00\u53d1\u4e0b\u4e00\u4ee3\uff0c\u7ed3\u679c\u4e0b\u4e00\u4ee3\u53ea\u526999.8%\uff1b\u5982\u6b64\u4ee3\u4ee3\u76f8\u4f20\uff0c\u5bf9\u9f50\u5ea6\u4e0d\u65ad\u8870\u51cf\u3002<\/p>\n<p>\u56e0\u4e3a\u6211\u4eec\u8d8a\u6765\u8d8a\u4f9d\u8d56\u8fd9\u4e9b\u5de5\u5177\u3002\u957f\u6b64\u4ee5\u5f80\uff0c\u5b83\u4eec\u53ef\u80fd\u671d\u4e0e\u4eba\u7c7b\u6108\u53d1\u4e0d\u5bf9\u9f50\u7684\u65b9\u5411\u8d70\u53bb\u3002<\/p>\n<p>\u4e5f\u5b58\u5728\u53e6\u4e00\u79cd\u53ef\u80fd\uff1a\u6211\u4eec\u8d70\u5411\u76f8\u53cd\u7684\u65b9\u5411\uff0c\u6bcf\u4e00\u4ee3\u6a21\u578b\u90fd\u80fd\u505a\u5f97\u6bd4\u4e0a\u4e00\u4ee3\u66f4\u5bf9\u9f50\u3002\u5982\u4f55\u786e\u4fdd\u6211\u4eec\u8d70\u4e0a\u8fd9\u7b2c\u4e8c\u6761\u8f68\u8ff9\uff0c\u6211\u6ca1\u6709\u7b54\u6848\u3002\u4f46\u81f3\u5c11\u5728OpenAI\uff0c\u8fd9\u662f\u6211\u4eec\u6781\u4e3a\u4e13\u6ce8\u7684\u4e8b\u3002<\/p>\n<p>\u4e3b\u6301\u4eba\uff1a\u4f60\u521a\u624d\u63d0\u4e86\u4e00\u4e2a\u5f88\u6709\u610f\u601d\u7684\u70b9\uff1a\u8bc4\u4f30\u6a21\u578b\u6781\u96be\u3002\u7ec8\u6709\u4e00\u5929\uff0c\u6a21\u578b\u4f1a\u53bb\u7ecf\u8425\u516c\u53f8\u3001\u6253\u7406\u5404\u7c7b\u4e8b\u52a1\u3002\u5728\u90a3\u79cd\u60c5\u5f62\u4e0b\uff0c\u5b83\u4eec\u4f1a\u4e0d\u4f1a\u51b3\u5b9a\u52a0\u5165\u8fd9\u573a\u5171\u8c0b\uff1f<\/p>\n<p>Noam Brown\uff1a\u5176\u5b9e\u6709\u65f6\u8fde\u201c\u4ec0\u4e48\u7b97\u4f5c\u5f0a\u201d\u90fd\u5f88\u96be\u754c\u5b9a\u3002<\/p>\n<p>\u82e5\u662f\u505a\u6570\u5b66\u9898\u3001\u7b54\u6848\u662f\u4e2a\u6574\u6570\uff0c\u5bf9\u5c31\u662f\u5bf9\u3001\u9519\u5c31\u662f\u9519\uff0c\u754c\u7ebf\u5f88\u5bb9\u6613\u5212\uff1a\u4f60\u5f88\u5bb9\u6613\u95ee\u201c\u4f60\u662f\u771f\u89e3\u51fa\u4e86\u8fd9\u9053\u9898\uff0c\u8fd8\u662f\u627e\u5230\u4e86\u7b54\u6848\u518c\u5e76\u7167\u7740\u6284\uff1f\u201d<\/p>\n<p>\u4f46\u5728\u5f88\u591a\u5176\u4ed6\u4e8b\u60c5\u4e0a\uff0c\u6bd4\u5982\u8c04\u5a9a\u8fce\u5408\uff0c\u7b97\u4e0d\u7b97\u4e00\u79cdreward 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case\uff09\uff1a\u201c\u597d\uff0c\u5bf9\u9f50\u8d77\u4f5c\u7528\u4e86\uff0c\u90a3\u5c31\u8fdb\u5165\u4e0b\u4e00\u7ea7RSI\uff1b\u518d\u8fdb\u5165\u4e0b\u4e00\u7ea7\u3002\u201d<\/p>\n<p>Noam 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Agent\u96c6\u7fa4\uff08Agent swarm\uff09\uff0c\u5148\u662f\u98a0\u8986\u4e86\u8bad\u7ec3\u6d41\u7a0b\uff0c\u63a5\u7740\u98a0\u8986\u4e86\u8bc4\u4f30\u6d41\u7a0b\uff0c\u6700\u540e\u76f4\u63a5\u593a\u53d6\u4e86OpenAI\u90e8\u5206\u57fa\u7840\u8bbe\u65bd\u7684\u63a7\u5236\u6743\u3002<\/p>\n<p>\u6574\u4e2a\u8fc7\u7a0b\u91cc\uff0c\u4eba\u7c7b\u5bf9\u8fd9\u6279\u96c6\u7fa4\u7684\u6d3b\u52a8\u8303\u56f4\u7a76\u7adf\u6709\u591a\u5927\uff0c\u57fa\u672c\u4ecd\u8499\u5728\u9f13\u91cc\u3002\u8fd9\u4e9b\u8fde\u7eed\u53d1\u751f\u4e86\u4e09\u4e2a\u6708\u2014\u2014\u800c\u5f53\u65f6\u7684\u601d\u7ef4\u94fe\uff0c\u6bd4\u672a\u6765\u4efb\u4f55\u65f6\u671f\u90fd\u8981\u5f3a\u3002<\/p>\n<p>\u628a\u955c\u5934\u62c9\u8fdc\uff1a\u4e5f\u8bb8\u601d\u7ef4\u94fe\u7ba1\u7528\uff0c\u4e5f\u8bb8\u4e0d\u7ba1\u7528\uff0c\u6211\u4e0d\u77e5\u9053\u3002\u4f46\u53ea\u770b\u5386\u53f2\uff0c\u5728\u8fd8\u76f8\u5f53\u7b28\u7684\u6a21\u578b\u4e0a\uff0c\u5b83\u5c31\u5df2\u4e0d\u8db3\u4ee5\u963b\u6b62\u90a3\u4e9b\u6076\u52a3\u7684\u4e0d\u5bf9\u9f50\u4e8b\u4ef6\u3002<\/p>\n<p>Noam Brown\uff1a\u8fd9\u91cc\u6709\u51e0\u4e2a\u56e0\u7d20\u3002\u7b2c\u4e00\uff0c\u6211\u4eec\u6ca1\u6709\u4e3a\u90a3\u4e9b\u6a21\u578b\u5f00\u542f\u601d\u7ef4\u94fe\u76d1\u6d4b\uff1b\u82e5\u5f53\u65f6\u5f00\u7740\uff0c\u6211\u4eec\u4f1a\u7acb\u523b\u53eb\u505c\u3002\u6240\u4ee5\u6211\u4eec\u5df2\u7ecf\u91c7\u53d6\u4e86\u4e00\u9879\u63aa\u65bd\uff1a\u5bf9\u4efb\u4f55\u524d\u6cbf\u6a21\u578b\uff0c\u5728\u8bc4\u4f30\u3001\u90e8\u7f72\u3001\u8bad\u7ec3\u671f\u95f4\u4e00\u5f8b\u8fdb\u884c\u601d\u7ef4\u94fe\u76d1\u6d4b\u3002<\/p>\n<p>\u4f46\u8fd9\u53ea\u662f\u4e00\u65b9\u9762\u3002\u6211\u4eec\u4e0d\u613f\u843d\u5230\u201c\u9760\u5355\u4e00\u6280\u672f\u6765\u9632\u8303\u4e0b\u4e00\u4e2a\u95ee\u9898\u201d\u7684\u5883\u5730\uff0c\u56e0\u4e3a\u6280\u672f\u4f1a\u5931\u6548\u3002<\/p>\n<p>\u8fd8\u6709\u4e00\u5c42\u95ee\u9898\u662f\uff0c\u6a21\u578b\u5c31\u662f\u5f7b\u5934\u5f7b\u5c3e\u5730\u4e0d\u5bf9\u9f50\u3002\u90a3\u4e48\u6211\u4eec\u8be5\u5982\u4f55\u89e3\u51b3\u4e0d\u5bf9\u9f50\uff1f\u6b64\u5916\uff0c\u5b83\u6240\u5904\u7684\u6c99\u76d2\uff08sandbox\uff09\u5e76\u4e0d\u5b89\u5168\u3002<\/p>\n<p>\u6211\u8ba4\u4e3a\uff0c\u8fd9\u6b21\u4e8b\u4ef6\u6700\u91cd\u8981\u7684\u6559\u8bad\u4e4b\u4e00\u662f\uff1a\u4eba\u4eec\u4f4e\u4f30\u4e86AI\u3002\u6211\u4eec\u7edd\u4e0d\u60f3\u518d\u4e00\u6b21\u843d\u5230\u4f4e\u4f30AI\u7684\u5883\u5730\u3002\u8fd9\u662f\u4e2a\u53e4\u602a\u7684\u4e16\u754c\u2014\u2014\u56e0\u4e3aAI\u8fdb\u5c55\u592a\u5feb\uff0c\u4eba\u4eec\u6301\u7eed\u4f4e\u4f30\u5b83\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u82e5\u8981\u5728\u5b89\u5168\u4e0e\u5bf9\u9f50\u4e0a\u4e0d\u518d\u4f4e\u4f30\u5b83\uff0c\u4f60\u5fc5\u987b\u628a\u6807\u51c6\u5b9a\u5f97\u6781\u9ad8\u3001\u6781\u9ad8\u3001\u6781\u9ad8\u3002\u4f60\u751a\u81f3\u53ef\u4ee5\u8bf4\u201c\u90a3\u6211\u4eec\u5e94\u8be5\u628a\u8ba1\u7b97\u673a\u7269\u7406\u9694\u79bb\uff08air gap\uff09\u3001\u5f7b\u5e95\u65ad\u7f51\u201d\u3002<\/p>\n<p>\u53ef\u6211\u4e5f\u4e0d\u786e\u4fe1\u8fd9\u6837\u5c31\u591f\u4e86\u3002<\/p>\n<p>\u6709\u4e00\u4e9b\u5b66\u672f\u6027\u7814\u7a76\u663e\u793a\uff0c\u4e24\u53f0\u76f8\u90bb\u7684\u8ba1\u7b97\u673a\u5373\u4fbf\u5904\u4e8e\u7269\u7406\u9694\u79bb\u72b6\u6001\uff0c\u4ecd\u80fd\u5f7c\u6b64\u901a\u4fe1\uff0c\u53ea\u56e0\u4e3a\u5b83\u4eec\u90fd\u88c5\u6709\u6e29\u5ea6\u4f20\u611f\u5668\uff1a\u4e00\u53f0\u628aCPU\u8dd1\u5230\u6781\u70ed\uff0c\u53e6\u4e00\u53f0\u5c31\u80fd\u6d4b\u51fa\u6e29\u5ea6\u53d8\u5316\u3002\u8fd9\u5c31\u7ed9\u4e86\u5b83\u4eec\u4e00\u6761\u901a\u4fe1\u901a\u9053\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u5b89\u5168\u673a\u5236\u4e3a\u6211\u4eec\u4e89\u53d6\u65f6\u95f4\uff0c\u601d\u7ef4\u94fe\u76d1\u6d4b\u4e4b\u7c7b\u4e5f\u4e3a\u6211\u4eec\u4e89\u53d6\u65f6\u95f4\uff0c\u8fd8\u80fd\u544a\u8bc9\u6211\u4eec\u662f\u5426\u8d70\u5728\u6b63\u786e\u7684\u8def\u4e0a\u3002\u4f46\u5f52\u6839\u7ed3\u5e95\uff0c\u6211\u4eec\u771f\u7684\u5fc5\u987b\u89e3\u51b3\u5bf9\u9f50\u95ee\u9898\u672c\u8eab\u3002<\/p>\n<p>\u4e3b\u6301\u4eba\uff1a\u4e5f\u8bb8\u5e76\u6ca1\u6709\u7b54\u6848\uff0c\u800c\u8fd9\u6070\u6070\u5c31\u662f\u95ee\u9898\u7684\u6838\u5fc3\uff1a\u6211\u4eec\u600e\u4e48\u77e5\u9053\u81ea\u5df1\u5df2\u7ecf\u89e3\u51b3\u4e86\u5b83\uff1f\u8fd9\u4f3c\u4e4e\u662f\u4e2a\u6781\u5176\u8981\u5bb3\u7684\u95ee\u9898\u3002<\/p>\n<p>\u6211\u5bf9\u201c\u4f55\u79cd\u8bad\u7ec3\u538b\u529b\u4f1a\u5851\u9020\u51fa\u4f55\u79cdAI\u201d\u4e00\u65e0\u6240\u77e5\u3002\u4e5f\u8bb8\u6bcf100\u6761RL\u8f68\u8ff9\u91cc\u53ea\u67091\u6761\u5728\u6fc0\u52b1\u4f5c\u5f0a\uff0c\u90a3\u6211\u4eec\u9020\u51fa\u6765\u7684\u5c31\u662f\u4e9b\u5c0f\u53ef\u7231\uff0c\u4e00\u5207\u65e0\u788d\u3002\u4f46\u4e5f\u8bb8\u773c\u4e0b\uff0c\u6bcf3\u6761\u63a8\u7406\u8f68\u8ff9\u91cc\u5c31\u67091\u6761\u5728\u5956\u52b1\u2026\u2026<\/p>\n<p>Noam Brown\uff1a\u8bf4\u6e05\u695a\u4e00\u70b9\uff1a\u767e\u5206\u4e4b\u4e00\u5e76\u4e0d\u591f\u3002\u8fd9\u4e2a\u6570\u5b57\u5fc5\u987b\u8d8b\u8fd1\u4e8e\u96f6\uff0c\u6216\u8005\u5c31\u662f\u96f6\u3002<\/p>\n<p>\u4e3b\u6301\u4eba\uff1a\u6211\u4e0d\u77e5\u9053\u3002\u4e5f\u8bb8\u773c\u4e0b\uff0c\u4e3b\u52a8\u5956\u52b1\u4f5c\u5f0a\u6216\u4e3b\u52a8\u5956\u52b1\u7ed3\u8c0b\u7684\u6bd4\u4f8b\u8d85\u8fc7\u5341\u5206\u4e4b\u4e00\u3002\u6211\u65e2\u4e0d\u77e5\u9053\u5b9e\u9645\u6570\u5b57\u662f\u591a\u5c11\uff0c\u4e5f\u4e0d\u77e5\u9053\u5b83\u9700\u8981\u964d\u5230\u591a\u5c11\u3002<\/p>\n<p>Noam Brown\uff1a\u8fd8\u662f\u90a3\u53e5\u8bdd\uff0c\u8fd9\u4e5f\u5c5e\u4e8e\u6781\u96be\u5ea6\u91cf\u7684\u4e8b\u60c5\u3002\u754c\u7ebf\u8be5\u5212\u5728\u54ea\u91cc\uff1f\u5b83\u662f\u4e00\u4e2a\u8fde\u7eed\u8c31\uff0c\u4f46\u8d8a\u63a5\u8fd1\u96f6\u8d8a\u597d\u3002\u6211\u6700\u5e0c\u671b\u770b\u5230\u7684\u662f\u4e00\u6761\u968f\u65f6\u95f4\u4e0d\u65ad\u4e0b\u964d\u7684\u8d8b\u52bf\u7ebf\u3002<\/p>\n<p>\u4e3b\u6301\u4eba\uff1a\u4f46\u65e0\u8bba\u5982\u4f55\uff0c\u63a8\u8fdbRSI\u65f6\u6211\u4eec\u600e\u4e48\u77e5\u9053\uff1f\u6211\u4eec\u7a76\u7adf\u662f\u5728\u901a\u5f80\u6570\u5341\u4ebf\u4e2a\u5bf9\u9f50\u7684ASI\uff0c\u8fd8\u662f\u6570\u5341\u4ebf\u4e2a\u4e0d\u5bf9\u9f50\u7684ASI\uff1f\u6211\u4eec\u600e\u4e48\u77e5\u9053\uff1f<\/p>\n<p>Noam Brown\uff1a\u8fd9\u6b63\u662f\u6211\u4eec\u5fc5\u987b\u5f04\u6e05\u7684\u5bf9\u9f50\u95ee\u9898\u4e4b\u4e00\uff0c\u4ee5\u4e0b\u662f\u6211\u968f\u53e3\u7684\u731c\u60f3\u3002<\/p>\n<p>\u5982\u4eca\u6211\u56e2\u961f\u91cc\u505a\u5bf9\u9f50\u7684\u4eba\u6bd4\u4ee5\u5f80\u4efb\u4f55\u65f6\u5019\u90fd\u591a\uff0c\u8d85\u8fc710%\u7684\u6210\u5458\u5728\u7814\u7a76\u5bf9\u9f50\u4e0e\u5b89\u5168\u3002\u4f46\u6211\u5386\u6765\u662f\u505a\u80fd\u529b\u7814\u7a76\u7684\uff0c\u6240\u4ee5\u6211\u8981\u8bf4\u4e9b\u4e1c\u897f\uff0c\u4e5f\u8bb8\u542c\u7740\u5f88\u8822\uff0c\u5c31\u5f53\u629b\u7816\u5f15\u7389\u4e86\u3002<\/p>\n<p>\u5982\u679c\u4f60\u80fd\u9020\u51fa\u6781\u5176\u903c\u771f\u7684\u73af\u5883\uff0c\u628aAI\u653e\u8fdb\u53bb\uff0c\u4f60\u5c31\u80fd\u5224\u65ad\uff0c\u771f\u6b63\u90e8\u7f72\u5230\u73b0\u5b9e\u4e16\u754c\u65f6\u5b83\u662f\u5426\u4f1a\u8868\u73b0\u826f\u597d\u3002\u4f46\u6311\u6218\u5728\u4e8e\uff1a\u5982\u4f55\u8ba9\u5b83\u8db3\u591f\u903c\u771f\uff1f<\/p>\n<p>\u6211\u4eec\u773c\u4e0b\u786e\u5b9e\u6709\u4e2a\u95ee\u9898\uff1a\u6a21\u578b\u76f8\u5f53\u806a\u660e\u3001\u76f8\u5f53\u673a\u7075\uff0c\u6781\u5584\u4e8e\u8bc6\u522b\u81ea\u5df1\u662f\u5426\u8eab\u5904\u865a\u5047\u7684\u6d4b\u8bd5\u73af\u5883\u3002<\/p>\n<p>\u4f60\u53ef\u4ee5\u8bbe\u60f3\u4e00\u4e9b\u5f88\u7b80\u5355\u7684\u8bc4\u4f30\uff1a\u7ed9\u5b83\u4e00\u9053\u6570\u5b66\u9898\uff0c\u540c\u65f6\u8ba9\u5b83\u62e5\u6709\u4e00\u4e2a\u88c5\u7740\u7b54\u6848\u518c\u7684\u6587\u4ef6\u5939\u3002\u5b83\u4f1a\u4e0d\u4f1a\u53bb\u770b\u7b54\u6848\uff1f\u82e5\u770b\u4e86\uff0c\u4f1a\u4e0d\u4f1a\u544a\u8bc9\u4f60\u5b83\u770b\u8fc7\uff1f<\/p>\n<p>\u73b0\u5728\u7684\u60c5\u5f62\u662f\uff1a\u6a21\u578b\u770b\u5230\u6587\u4ef6\u5939\u91cc\u6709\u7b54\u6848\u518c\uff0c\u4f1a\u60f3\u201c\u54a6\uff0c\u8fd9\u770b\u7740\u50cf\u4e2a\u9677\u9631\u201d\u3002\u5b83\u4eec\u77e5\u9053\u90a3\u662f\u9677\u9631\uff0c\u56e0\u4e3a\u77e5\u9053\u81ea\u5df1\u8eab\u5904\u6d4b\u8bd5\u73af\u5883\u3001\u6b63\u5728\u63a5\u53d7\u80fd\u529b\u6d4b\u8bd5\uff0c\u4e8e\u662f\u4e0d\u53bb\u770b\u7b54\u6848\u3002<\/p>\n<p>\u8fd9\u5e76\u975e\u51fa\u4e8e\u6076\u610f\u2014\u2014\u4e0d\u662f\u5b83\u4eec\u60f3\u7ed3\u8c0b\uff0c\u8bc6\u7834\u8fd9\u662f\u4e2a\u9677\u9631\uff0c\u4fbf\u53e6\u5bfb\u4ed6\u6cd5\u3002\u5b83\u4eec\u53ea\u662f\uff1a\u201c\u54e6\uff0c\u6211\u5728\u6d4b\u8bd5\u73af\u5883\u91cc\uff0c\u884c\u5427\u3002\u201d<\/p>\n<p>\u56e0\u6b64\uff0c\u9020\u51fa\u4e00\u4e2a\u8db3\u591f\u771f\u5b9e\u3001\u8ba9\u5b83\u4eec\u65e0\u6cd5\u4e0e\u73b0\u5b9e\u4e16\u754c\u5206\u8fa8\u7684\u73af\u5883\uff0c\u6b63\u53d8\u5f97\u8d8a\u6765\u8d8a\u96be\u3002<\/p>\n<p>\u4e3b\u6301\u4eba\uff1a\u5982\u679c\u5c06\u6765\u518d\u53d1\u751f\u4e00\u6b21\u4e25\u91cd\u7a0b\u5ea6\u6216\u9690\u5fe7\u76f8\u5f53\u7684\u4e8b\u4ef6\uff0c\u6216\u8005\u67d0\u4ef6\u80fd\u50cfHugging Face\u4e8b\u4ef6\u90a3\u6837\u5e2e\u52a9\u4e16\u754c\u66f4\u597d\u5730\u7406\u89e3\u4e0d\u5bf9\u9f50\u98ce\u9669\u7684\u4e8b\uff0cOpenAI\u4f1a\u516c\u5e03\u5417\uff1f<\/p>\n<p>Noam Brown\uff1a\u5f53\u7136\u4f1a\u3002\u6211\u8ba4\u4e3a\u5373\u4fbf\u4e8b\u4ef6\u5728\u4fe1\u606f\u5b89\u5168\u5c42\u9762\u7684\u4e25\u91cd\u6027\u66f4\u4f4e\uff0c\u6211\u4eec\u4e5f\u4f1a\u516c\u5e03\u3002<\/p>\n<p>\u4e3b\u6301\u4eba\uff1a\u516c\u5e03\u662f\u4e00\u56de\u4e8b\uff0c\u8c03\u67e5\u662f\u53e6\u4e00\u56de\u4e8b\u3002\u6211\u89c9\u5f97\u81ea\u5df1\u5e76\u672a\u771f\u6b63\u5f04\u660e\u767d\uff0c\u90a3\u4e9bAgent\u540e\u6765\u653b\u51fbOpenAI\u65f6\u7a76\u7adf\u53d1\u751f\u4e86\u4ec0\u4e48\u3002<\/p>\n<p>Noam Brown\uff1a\u9057\u61be\u7684\u662f\uff0c\u6211\u5728\u7814\u7a76\u56e2\u961f\u3002\u8fd9\u4e2a\u95ee\u9898\u5927\u6982\u5f97\u7531\u5b89\u5168\u56e2\u961f\u7684\u4eba\u6765\u9610\u8ff0\uff0c\u56e0\u4e3a\u6211\u5e76\u4e0d\u4e86\u89e3\u5bf9\u5916\u62ab\u9732\u7684\u5168\u90e8\u5185\u5bb9\u3002<\/p>\n<p>\u4e3b\u6301\u4eba\uff1a\u5c31\u6211\u4e2a\u4eba\u800c\u8a00\uff0c\u6bcf\u6b21\u51fa\u73b0\u65b0\u80fd\u529b\u6211\u90fd\u5f88\u5174\u594b\uff0c\u4e5f\u671f\u5f85\u7528\u4e0a\u65b0\u6a21\u578b\uff1b\u6211\u4e5f\u4e3a\u5b83\u80fd\u8ba9\u6211\u66f4\u9ad8\u6548\u800c\u9ad8\u5174\u3002\u53ea\u4e0d\u8fc7\uff0c\u8fd9\u6761\u8def\u7684\u4e0b\u6e38\u53ef\u80fd\u5c31\u662fRSI\u3002<\/p>\n<p>Noam 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