{"id":189,"date":"2025-06-05T23:51:08","date_gmt":"2025-06-05T15:51:08","guid":{"rendered":"http:\/\/sspacee.com\/?p=189"},"modified":"2025-06-05T23:51:27","modified_gmt":"2025-06-05T15:51:27","slug":"%e6%b7%b1%e5%ba%a6%e5%88%86%e6%9e%90%ef%bc%9amanus-%e7%aa%81%e7%84%b6%e7%88%86%e7%81%ab%ef%bc%8cai-agent-%e4%b8%80%e5%9c%b0%e9%b8%a1%e6%af%9b%ef%bc%9f","status":"publish","type":"post","link":"http:\/\/sspacee.com\/?p=189","title":{"rendered":"\u6df1\u5ea6\u5206\u6790\uff1aManus \u7a81\u7136\u7206\u706b\uff0cAI Agent \u4e00\u5730\u9e21\u6bdb\uff1f"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u5fae\u4fe1\u516c\u4f17\u53f7\uff1a\u8463\u4e0d\u61c2\u5728\u6478\u9c7c<\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-embed\"><div class=\"wp-block-embed__wrapper\">\nhttps:\/\/mp.weixin.qq.com\/s\/Pc5gvsKtyX5esumHFZCsEA\u200bmp.weixin.qq.com\/s\/Pc5gvsKtyX5esumHFZCsEA\n<\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Manus\u80fd\u88ab\u8fc5\u901f\u7092\u4f5c\u7206\u706b\u8d77\u6765\uff0c\u4e00\u4e2a\u5f88\u5927\u7684\u539f\u56e0\uff0c\u662f\u6240\u5bf9\u6807OpenAI\u53d1\u5e03\u7684AI Agent\u4ea7\u54c1\uff0c\u5e76\u6ca1\u6709\u5f00\u653e\u514d\u8d39\u4f7f\u7528\uff0c\u800c\u4e14\u8ba2\u9605\u4ef7\u683c\u6bd4\u8f83\u8d35\uff0c\u6240\u4ee5\u8fd9\u7c7b\u4ea7\u54c1\u5e76\u4e0d\u4e3a\u5927\u4f17\u6240\u719f\u6089\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e8e\u662f\u76f8\u5bf9\u4e8e\u5bf9\u8bdd\u5f0f\u5927\u6a21\u578b\u80fd\u88ab\u666e\u901a\u4eba\u5e7f\u6cdb\u63a5\u89e6\u5e76\u65e5\u5e38\u4f7f\u7528\uff0c\u800c\u5927\u5bb6\u5bf9AI Agent\u4ea7\u54c1\u5e76\u6ca1\u6709\u591a\u5c11\u6982\u5ff5\u548c\u4f7f\u7528\u4f53\u9a8c\uff0c\u6240\u4ee5\u5f88\u5bb9\u6613\u88ab\u5927\u91cf\u63a8\u5e7f\u548c\u65b0\u95fb\u6807\u9898\u8bef\u5bfc\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Manus\u8fd9\u7c7b\u9879\u76ee\u6ca1\u6709\u4efb\u4f55\u62a4\u57ce\u6cb3\uff0c\u56e0\u4e3a\u81ea\u8eab\u5e76\u6ca1\u6709\u72ec\u7acb\u7684<a href=\"https:\/\/zhida.zhihu.com\/search?content_id=254789090&amp;content_type=Article&amp;match_order=1&amp;q=SOTA%E5%A4%9A%E6%A8%A1%E6%80%81%E5%9F%BA%E5%BA%A7%E6%A8%A1%E5%9E%8B&amp;zhida_source=entity\" target=\"_blank\" rel=\"noreferrer noopener\">SOTA\u591a\u6a21\u6001\u57fa\u5ea7\u6a21\u578b<\/a>\uff0c\u4e5f\u6ca1\u6709\u5f3a\u5927\u7684\u63a8\u7406\u6a21\u578b\uff0c\u6240\u4ee5\u88ab\u590d\u523b\u662f\u5f88\u5bb9\u6613\u7684\uff0c\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u770b\u5230Manus\u53d1\u5e03\u4e00\u5929\u540e\uff0c\u8fc5\u901f\u51fa\u73b0OpenManus\u3001OWL \u7b49\u590d\u523b\u9879\u76ee\uff0c\u800c\u4e14\u53ef\u4ee5\u9884\u89c1\uff0c\u63a5\u4e0b\u6765\u4f1a\u66f4\u591a\u3002\uff08\u53ef\u53c2\u8003\u56de\u7b54\uff1a<a href=\"https:\/\/www.zhihu.com\/question\/14321968965\/answer\/118708339143?utm_psn=1881397675599053570\" target=\"_blank\" rel=\"noreferrer noopener\">Manus\u53d1\u5e03\u4e00\u5929\u540e\u8fc5\u901f\u51fa\u73b0OpenManus\u3001OWL \u7b49\u590d\u523b\u9879\u76ee\uff0c\u600e\u4e48\u505a\u5230\u7684\uff1f<\/a>\uff09<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6211\u672c\u6765\u65e9\u5728\u5e74\u521d\u5c31\u5df2\u7ecf\u5199\u6587\u7ae0\u9884\u6d4b\u5230\u4e86\uff0c\u4eca\u5e74\u968f\u7740\u63a8\u7406\u5927\u6a21\u578b\u7684\u5feb\u901f\u53d1\u5c55\u8fed\u4ee3\uff0c\u5927\u6982\u7387\u5f00\u59cb\u4e86AI Agent\u7684\u4ea7\u54c1\u7206\u53d1\uff0c\u4f46\u662f\u5c5e\u5b9e\u6ca1\u60f3\u5230\u4f1a\u4ee5\u8fd9\u79cd\u7eaf\u7eaf\u8425\u9500\u5f0f\u7684\u65b9\u5f0f\u7206\u53d1\uff0c\u76f4\u63a5\u5237\u7206\u4e86\u670b\u53cb\u5708\uff0c\u5438\u5f15\u4e86\u8db3\u591f\u7684\u773c\u7403\u3002<\/strong>\uff08\u53ef\u4ee5\u53c2\u8003\u4e4b\u524d\u5199\u7684\u6587\u7ae0\uff1a<a href=\"https:\/\/www.zhihu.com\/question\/13476251758\/answer\/111351103969\" target=\"_blank\" rel=\"noreferrer noopener\">\u5982\u4f55\u8bc4\u4ef7\u5f53\u524d\u7684 AI Agent \u843d\u5730\u6548\u679c\u666e\u904d\u4e0d\u4f73\u7684\u95ee\u9898\uff1f<\/a>&nbsp;\u548c&nbsp;<a href=\"https:\/\/zhuanlan.zhihu.com\/p\/22537625451\" target=\"_blank\" rel=\"noreferrer noopener\">\u8463\u4e0d\u61c2\u5728\u6478\u9c7c\uff1a2025\u5e74\u5f00\u542f\u4e86AI agent\u7684\u6307\u6570\u7206\u53d1\u5e74<\/a>\uff09<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5b9e\u9645\u4e0a\u77ed\u671f\u5185AI Agent\u80fd\u529b\u80af\u5b9a\u8fd8\u662f\u5f88\u6709\u9650\uff0c\u9700\u8981\u4e0d\u65ad\u8fed\u4ee3\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6bd5\u7adf\u5c31\u8fdeOpenAI\u5728\u4eca\u5e74\u4e00\u6708\u4efd\u53d1\u5e03\u7684AI agent \u4ea7\u54c1Operator \uff08\u4e00\u4e2a\u975e\u5e38\u5178\u578b\u7684 CUA\uff08Computer-Using Agent\uff09\uff09\uff0c\u5728OSWorld Benchmark\u4e0a\u51c6\u786e\u7387\u6700\u9ad8\u624d38%\uff0c\u4eba\u5bb6\u53d1\u5e03\u5ba3\u4f20\u7247\u7684\u65f6\u5019\u5f53\u573a\u627f\u8ba4\uff0c\u4ecd\u9700\u8981\u5927\u91cf\u6539\u8fdb\u548c\u5b8c\u5584\uff0c\u4ee5\u81f3\u4e8e\u73b0\u5728\u9875\u9762\u4ecb\u7ecd\u4e0a\u7684\u539f\u8bdd\u4ecd\u662f\u8bf4\u5728\u65e9\u671f\u7814\u7a76\u9636\u6bb5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6240\u4ee5\uff0c\u73b0\u5728AI Agent\u4ea7\u54c1\u5ba3\u4f20\u7684\u65f6\u5019\uff0c\u6700\u597d\u80fd\u60a0\u7740\u70b9\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/picx.zhimg.com\/v2-564742b9bd428149259f903d5a383f2d_1440w.jpg\" alt=\"\"\/><figcaption class=\"wp-element-caption\">\u8fd9\u662fOpenAI \u5e74\u521d\u53d1\u5e03\u7684AI Agent \u4ea7\u54c1Operator<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Operator\u672c\u8d28\u5c31\u662f\u57fa\u4e8e\u591a\u6a21\u6001\u5927\u6a21\u578b\uff08\u5f53\u7136\u4ed6\u4eec\u53d1\u5e03\u7684\u65f6\u5019\uff0c\u7528\u7684\u8fd8\u662f<a href=\"https:\/\/zhida.zhihu.com\/search?content_id=254789090&amp;content_type=Article&amp;match_order=1&amp;q=GPT4o&amp;zhida_source=entity\" target=\"_blank\" rel=\"noreferrer noopener\">GPT4o<\/a>\uff09\uff0c\u7528\u601d\u7ef4\u94feCoT\u505a\u63a8\u7406reasoning\u4efb\u52a1\uff0c\u4e0b\u9762\u8fd9\u5f20\u56fe\u5f88\u76f4\u767d\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u6b3e\u53d1\u5e03\u7684AI agent\u4e3b\u8981\u5e94\u7528\u573a\u666f\u662f\u9762\u5411GUI\uff0c\u5176\u5b9e\u9762\u5411GUI\u7684agent paper\u6709\u5f88\u591a\u4e86\uff0c\u53bb\u5e74\u5404\u5927\u5382\u4e5f\u90fd\u6709\u4e13\u95e8\u7684\u7ec4\u5728\u505a\u3002<strong>\u4e0a\u9762\u7684framwork\u5df2\u7ecf\u662f\u5f88\u5e38\u89c4\u7684\u4e86\uff0c\u4e3b\u8981\u5206\u6210perception reasoning action\u4e09\u90e8\u5206\u3002perception\u5c31\u662f\u622a\u56fe\u4f5c\u4e3a\u89c6\u89c9\u4fe1\u606f\uff0c\u7136\u540e\u7528\u591a\u6a21\u6001\u6a21\u578b\u6765\u7406\u89e3\uff1breasoning\u8fc7\u7a0b\u7684\u8bad\u7ec3\u7528\u4e86reinforcement learning\uff0c\u7528step-by-step\u6162\u63a8\u7406\u7684\u65b9\u5f0f\uff1baction\u5c31\u662f\u6a21\u4eff\u4eba\u7c7b\u9f20\u6807\u64cd\u4f5c\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/picx.zhimg.com\/v2-4c8e08e6e02a3c29754a12f314743d2d_1440w.jpg\" alt=\"\"\/><figcaption class=\"wp-element-caption\">OpenAI \u7684 Operator Agent \u4ea7\u54c1\u539f\u7406<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6211\u4eec\u7ee7\u7eed\u6df1\u5165\u5206\u6790\u4e00\u4e0bOpenAI \u7684AI Agent \u4ea7\u54c1Operator\u6280\u672f\u62a5\u544a\uff0c\u5c3d\u7ba1\u53ef\u4ee5\u770b\u51fa\u6765Test-time scaling\u5728agent\u4e0a\u6548\u679c\u975e\u5e38\u660e\u663e\uff0c\u4ece\u7ed3\u679c\u4e0a\u770b\uff0c100\u6b65\u5728OSWorld benchmark\u4e0a\u51c6\u786e\u7387\u80fd\u523036.4%\u4e86\uff0c\u4f46\u662f\u522b\u5fd8\u4e86\uff0c\u8fd9\u5c31\u57fa\u672c\u624d\u5230\u4eba\u7c7b\u51c6\u786e\u7387\u7684\u4e00\u534a\uff0872.4%\uff09\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/picx.zhimg.com\/v2-6cd9e168e932832bf53b9931a8a5ce8b_1440w.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5177\u4f53\u6765\u8bf4\uff0cOpenAI \u7684Operator\u6709\u5982\u4e0b\u5c40\u9650\u6027\uff0c\u5f71\u54cd\u4f5c\u4e3aAI Agent\u7684\u4f7f\u7528\u6027\u80fd\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e00\u662f\u5728\u591a\u6a21\u6001\u611f\u77e5\u4e0e\u64cd\u4f5c\u5c42\u9762\uff0c<\/strong>\u53ef\u80fd\u56e0GUI\u7279\u5f81\u63d0\u53d6\u9519\u8bef\uff0c\u4ece\u800c\u8bef\u8bc6\u522b\u5c4f\u5e55\u4e0a\u7684\u6309\u94ae\u3001\u6587\u672c\u6846\u7b49\u7b49\uff0c\u5f88\u5bb9\u6613\u5bfc\u81f4\u64cd\u4f5c\u5931\u8bef\u3002\u7279\u522b\u662f\u5728\u6570\u503c\u7cbe\u5ea6\u95ee\u9898\u4e0a\uff0cAI Agent\u5728\u9700\u8981\u7cbe\u786e\u8f93\u5165\u6570\u503c\u65f6\uff08\u5982\u8c03\u6574\u56fe\u50cf\u4eae\u5ea6\u3001\u5bf9\u6bd4\u5ea6\uff09\u5bb9\u6613\u51fa\u9519\u3002\u540c\u65f6\uff0c\u5728\u5177\u4f53\u7279\u5b9a\u573a\u666f\u7684\u64cd\u4f5c\u65f6\uff0cAI Agent\u56e0\u4e3a\u8bad\u7ec3\u6570\u636e\u53d7\u9650\uff0c\u5927\u6982\u7387\u4f1a\u7ecf\u5e38\u7f3a\u4e4f\u5408\u9002\u7684\u5bf9\u5e94\u64cd\u4f5c\u77e5\u8bc6\uff0c\u5bfc\u81f4\u76f4\u63a5\u5931\u8d25\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e8c\u662f\u5728\u4efb\u52a1\u6267\u884c\u4e0e\u9002\u5e94\u6027\u65b9\u9762\uff0c<\/strong>\u5c3d\u7ba1\u57fa\u4e8e\u5f3a\u5316\u5b66\u4e60\u540e\u8bad\u7ec3\u7684reasoning model \u5feb\u901f\u53d1\u5c55\uff0c\u4f46\u4ecd\u4f1a\u6709\u590d\u6742\u4efb\u52a1\u89c4\u5212\u56f0\u96be\u95ee\u9898\uff0c\u5f88\u591a\u65e5\u5e38\u64cd\u4f5c\u5f88\u5bb9\u6613\u8d85\u51fa\u5176\u80fd\u529b\u8303\u56f4\u3002\u4e0d\u540c\u5177\u4f53\u4f7f\u7528\u6761\u4ef6\u5343\u5dee\u4e07\u522b\uff0cout of distribution \u51fa\u73b0\u6982\u7387\u6781\u5927\uff0c\u6240\u4ee5AI Agent\u7684\u9002\u5e94\u6027\u548c\u6cdb\u5316\u6027\u8fd8\u6709\u5f85\u63d0\u9ad8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53e6\u5916\u4e0d\u5f97\u4e0d\u63d0\u7684\u662f\u5927\u6a21\u578b\u8054\u7f51\u641c\u7d22\u7684\u4fe1\u606f\u6c61\u67d3\u95ee\u9898\uff0c\u4f1a\u76f4\u63a5\u8ba9DeepSeek\u7b49\u751f\u6210\u4e86\u9519\u8bef\u7684\u7ed3\u679c\uff0c\u8fd8\u8981\u518d\u52a0\u4e0a\u5927\u6a21\u578b\u751f\u6210\u8fc7\u7a0b\u4e2d\uff0c\u672c\u8eab\u5e7b\u89c9hallucination\u7684\u95ee\u9898\u3002\u4e8e\u662f\u771f\u6b63\u7684AI Agent\u8054\u7f51\u68c0\u7d22\u6548\u679c\u5f80\u5f80\u4e0d\u597d\uff0c\u5f88\u96be\u4ece\u590d\u6742\u7f51\u7ad9\u6216\u6587\u6863\u4e2d\u51c6\u786e\u63d0\u53d6\u6240\u9700\u4fe1\u606f\uff0c\u5c31\u50cf\u6211\u5728\u8fd9\u7bc7\u6587\u7ae0\u4e2d\u63d0\u5230\u7684\u90a3\u6837\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a target=\"_blank\" href=\"https:\/\/zhuanlan.zhihu.com\/p\/25813607573\" rel=\"noreferrer noopener\">AI\u5408\u6210\u6570\u636e\u6c61\u67d3\u95ee\u9898\uff0c\u5df2\u7ecf\u5f71\u54cd\u5230\u4e86DeepSeek\u8f93\u51fa\u7ed3\u679c90 \u8d5e\u540c \u00b7 5 \u8bc4\u8bba\u6587\u7ae0<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e0a\u9762\u8fd9\u4e9b\u5c40\u9650\u6027\u5728\u5f53\u524d\u9636\u6bb5\u76f4\u63a5\u5236\u7ea6\u4e86AI Agent\u5728\u65e5\u5e38\u771f\u5b9e\u573a\u666f\u4e2d\u7684\u4f7f\u7528\u3002<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u518d\u770bOpenAI \u7684\u53e6\u4e00\u4e2a\u8457\u540d\u7684AI Agent \u4ea7\u54c1&nbsp;<a href=\"https:\/\/zhida.zhihu.com\/search?content_id=254789090&amp;content_type=Article&amp;match_order=1&amp;q=DeepResearch&amp;zhida_source=entity\" target=\"_blank\" rel=\"noreferrer noopener\">DeepResearch<\/a>\uff0c\u53ef\u4ee5\u7528\u63a8\u7406\u6765\u7efc\u5408\u5927\u91cf\u5728\u7ebf\u4fe1\u606f\uff0c\u5e76\u80fd\u5b8c\u6210\u591a\u6b65\u9aa4\u7814\u7a76\u4efb\u52a1\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DeepResearch\u5728 HLE\uff08Humanity&#8217;s Last Exam\uff09\u4e0a\u51c6\u786e\u7387\u4e5f\u624d\u5230\u4e86 26.6%\uff0c\u4f46\u662f\u8fd9\u5df2\u7ecf\u80fd\u660e\u663e\u9886\u5148\u5176\u4ed6\u6a21\u578b\u4e86\uff0c\u6bd5\u7adf o3-mini high \u624d 13% \u7684\u51c6\u786e\u7387\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/picx.zhimg.com\/v2-f8af734781c2a5f04b8fa7908ab14867_1440w.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5f53\u7136\uff0c\u5c3d\u7ba1\u51c6\u786e\u7387\u90fd\u4e0d\u9ad8\uff0c\u6211\u4eec\u8fd8\u662f\u770b\u5230\u4e86\u8d8b\u52bf\uff0c\u5728openai\u5185\u90e8Expert-Level Tasks\u7684\u6d4b\u8bd5\u4e0a\uff0c\u6d4b\u8bd5\u66f2\u7ebf\u4e5f\u660e\u663e\u770b\u5230\u4e86 test-time scaling\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u201c\u6a21\u578b\u6d4f\u89c8\u548c\u601d\u8003\u5b83\u6240\u6d4f\u89c8\u7684\u5185\u5bb9\u8d8a\u591a\uff0c\u5b83\u7684\u8868\u73b0\u5c31\u8d8a\u597d\uff0c\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u7ed9\u5b83\u65f6\u95f4\u601d\u8003\u5f88\u91cd\u8981\u3002\u201d<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/picx.zhimg.com\/v2-e878d65d5eaea1945f5ff9bad9c53975_1440w.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4ece\u8fd9\u4e2a\u8d8b\u52bf\u6765\u770b\uff0c\u968f\u7740\u5c06\u6765\u63a8\u7406\u6a21\u578b\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u5c06\u6765\u8fd9\u4e9bAI Agent\u7cfb\u7edf\u4ee5\u666e\u904d\u91c7\u7528\u5e26\u6709Chain of Thought\u7684\u63a8\u7406\u6a21\u578b\u4f5c\u4e3a\u57fa\u7840\u6a21\u578b\uff0c\u672a\u6765\u5c06\u8fce\u6765\u66f4\u591a\u7684\u7206\u53d1\u673a\u4f1a\u3002\u4e0d\u8fc7\u5f88\u663e\u7136\uff0c\u77ed\u671f\u5185\u7684\u5b9e\u7528\u6027\u4e0a\u770b\u8d77\u6765\u8fd8\u603b\u662f\u56f0\u96be\u91cd\u91cd\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6240\u4ee5\u53d1\u5e03AI Agent\u4ea7\u54c1\uff0c\u6700\u91cd\u8981\u7684\u662f\u8981\u5b9e\u4e8b\u6c42\u662f\uff0c\u51c6\u786e\u7387\u5fc5\u7136\u4e0d\u9ad8\uff0c\u4f46\u5176\u5b9e\u4e0d\u4e22\u4eba\uff0c\u8fd9\u6b63\u8bf4\u660e\u8fd8\u6709\u5f88\u5927\u7684\u8fdb\u6b65\u7a7a\u95f4\uff0c\u4e00\u5b9a\u8981\u907f\u514d\u6d6e\u5938\u98ce\u3002<\/strong>\u4e0d\u8fc7\u5c3d\u7ba1\u9053\u8def\u5d0e\u5c96\u574e\u5777\uff0c\u95ee\u9898\u5f88\u591a\uff0c\u4f46\u6211\u89c9\u5f97\u5c06\u6765\u968f\u7740\u63a8\u7406\u6a21\u578b\u7684\u4e0d\u65ad\u8fed\u4ee3\uff0c\u5c24\u5176\u662f\u591a\u6a21\u6001\u63a8\u7406\u6a21\u578b\u7684\u8fdb\u5316\uff0c\u603b\u6709\u4e00\u5929\u4f1a\u53d6\u5f97\u5f88\u9ad8\u7684\u51c6\u786e\u7387\uff0c\u4f46\u73b0\u5728\u5982\u679c\u5439\u5f97\u592a\u8fc7\u4e86\uff0c\u5f88\u5bb9\u6613\u540d\u4e0d\u526f\u5b9e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u73b0\u5728\u590d\u523b\u7684\u9879\u76ee\u591a\u8d77\u6765\u662f\u597d\u4e8b\u60c5\uff0c\u8ba9\u5927\u5bb6\u9010\u6e10\u719f\u6089\u770b\u6e05\uff0c\u624d\u80fd\u795b\u9b45\uff0c\u4f55\u51b5\u968f\u7740\u63a8\u7406\u6a21\u578btest-time scaling\u7684\u7206\u53d1\uff0c2025\u5e74\u672c\u6765\u5c31\u5927\u6982\u7387\u4f1a\u5f00\u542f\u5404\u79cdAI Agent\u4ea7\u54c1\u7684\u767e\u82b1\u9f50\u653e\u3002<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5fae\u4fe1\u516c\u4f17\u53f7\uff1a\u8463\u4e0d\u61c2\u5728\u6478\u9c7c Manus\u80fd\u88ab\u8fc5\u901f\u7092\u4f5c\u7206\u706b\u8d77\u6765\uff0c\u4e00\u4e2a\u5f88\u5927\u7684\u539f\u56e0\uff0c\u662f\u6240\u5bf9\u6807OpenAI\u53d1\u5e03\u7684AI Agent\u4ea7\u54c1\uff0c\u5e76\u6ca1\u6709\u5f00\u653e\u514d\u8d39\u4f7f\u7528\uff0c\u800c\u4e14\u8ba2\u9605\u4ef7\u683c\u6bd4\u8f83\u8d35\uff0c\u6240\u4ee5\u8fd9\u7c7b\u4ea7\u54c1\u5e76\u4e0d\u4e3a\u5927\u4f17\u6240\u719f\u6089\u3002 \u4e8e\u662f\u76f8\u5bf9\u4e8e\u5bf9\u8bdd\u5f0f\u5927\u6a21\u578b\u80fd\u88ab\u666e\u901a\u4eba\u5e7f\u6cdb\u63a5\u89e6\u5e76\u65e5\u5e38\u4f7f\u7528\uff0c\u800c\u5927\u5bb6\u5bf9AI Agent\u4ea7\u54c1\u5e76\u6ca1\u6709\u591a\u5c11\u6982\u5ff5\u548c\u4f7f\u7528\u4f53\u9a8c\uff0c\u6240\u4ee5\u5f88\u5bb9\u6613\u88ab\u5927\u91cf\u63a8\u5e7f\u548c\u65b0\u95fb\u6807\u9898\u8bef\u5bfc\u3002 Manus\u8fd9\u7c7b\u9879\u76ee\u6ca1\u6709\u4efb\u4f55\u62a4\u57ce\u6cb3\uff0c\u56e0\u4e3a\u81ea\u8eab\u5e76\u6ca1\u6709\u72ec\u7acb\u7684SOTA [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-189","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"http:\/\/sspacee.com\/index.php?rest_route=\/wp\/v2\/posts\/189","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/sspacee.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/sspacee.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/sspacee.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/sspacee.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=189"}],"version-history":[{"count":1,"href":"http:\/\/sspacee.com\/index.php?rest_route=\/wp\/v2\/posts\/189\/revisions"}],"predecessor-version":[{"id":190,"href":"http:\/\/sspacee.com\/index.php?rest_route=\/wp\/v2\/posts\/189\/revisions\/190"}],"wp:attachment":[{"href":"http:\/\/sspacee.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=189"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/sspacee.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=189"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/sspacee.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=189"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}