{"id":762,"date":"2026-09-15T08:00:03","date_gmt":"2026-09-15T00:00:03","guid":{"rendered":"https:\/\/www.idolool.com\/ai\/ai-info-2026-09-12\/"},"modified":"2026-09-15T08:00:03","modified_gmt":"2026-09-15T00:00:03","slug":"ai-info-2026-09-12","status":"publish","type":"post","link":"https:\/\/www.idolool.com\/ai\/ai-info-2026-09-12\/","title":{"rendered":"AWS \u63a8\u51fa AgentCore \u8bc4\u4f30+DevOps Agent \u53cc\u76d1\u63a7\u4f53\u7cfb\uff5cAI\u843d\u5730\u4e0eAgent"},"content":{"rendered":"<p style=\"margin:0 0 22px 0;padding:12px 14px;background:#f5f8ff;border-left:4px solid #2563eb;color:#4a5568;font-size:15px;line-height:1.7;\">\u6709\u4eba\u628a\u6574\u5957\u62a5\u5173\u6d41\u7a0b\u4ea4\u7ed9\u4e86 Agent\uff0c\u4eba\u53ea\u7b7e\u5b57\uff1b\u73b0\u5728 AWS \u544a\u8bc9\u4f60\uff1aAgent \u4e0a\u7ebf\u540e\u600e\u4e48\u4e0d\u7ffb\u8f66\uff1f<\/p>\n<p style=\"margin:26px 0 12px 0;font-size:14px;font-weight:bold;color:#2563eb;letter-spacing:2px;\">\u258d\u4eca\u65e5\u4e3b\u6253<\/p>\n<h2 style=\"margin:26px 0 10px 0;font-size:18px;font-weight:bold;color:#1a202c;line-height:1.5;\">AWS \u63a8\u51fa\u53cc\u5c42\u76d1\u63a7\u4f53\u7cfb\uff1aAgentCore \u8bc4\u4f30 + DevOps Agent \u81ea\u4e3b\u6392\u969c<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.idolool.com\/ai\/wp-content\/uploads\/2026\/09\/ai-2026-09-12-01.jpg\" style=\"width:100%;max-width:100%;border-radius:6px;margin:6px 0 10px 0;display:block;\"><\/p>\n<p style=\"margin:0 0 12px 0;font-size:16px;line-height:1.85;color:#2d3748;\">\u8fd9\u7bc7 AWS \u535a\u5ba2\u9996\u6b21\u7cfb\u7edf\u6027\u62ab\u9732\u4e86\u751f\u4ea7\u7ea7\u591a Agent \u7cfb\u7edf\u7684\u300c\u53ef\u89c2\u6d4b\u6027\u300d\u843d\u5730\u65b9\u6848\uff1a\u4e0d\u662f\u7b80\u5355\u770b token \u6d88\u8017\u6216\u54cd\u5e94\u5ef6\u8fdf\uff0c\u800c\u662f\u7528 AgentCore Evaluations\uff08\u8d28\u91cf\u8bc4\u5206\uff09+ AWS DevOps Agent\uff08\u81ea\u4e3b\u6545\u969c\u6392\u67e5\uff09\u6784\u6210\u53cc\u5c42\u76d1\u63a7\u3002\u524d\u8005\u5728\u6bcf\u6b21\u8c03\u7528\u540e\u751f\u6210\u7ed3\u6784\u5316\u8d28\u91cf\u5206\u6570\uff08\u5982\u610f\u56fe\u7406\u89e3\u51c6\u786e\u7387\u3001\u5de5\u5177\u8c03\u7528\u6210\u529f\u7387\u3001\u7ed3\u679c\u5b8c\u6574\u6027\uff09\uff0c\u540e\u8005\u80fd\u81ea\u52a8\u89e6\u53d1 CloudWatch \u4e8b\u4ef6\u3001\u6267\u884c Lambda \u6392\u67e5\u811a\u672c\u3001\u751a\u81f3\u56de\u6eda\u9519\u8bef\u72b6\u6001\u2014\u2014\u5b83\u672c\u8eab\u5c31\u662f\u4e00\u4e2a\u53ef\u8c03\u5ea6\u7684 Agent\u3002<\/p>\n<p style=\"margin:0 0 12px 0;font-size:16px;line-height:1.85;color:#2d3748;\">\u5bf9\u60f3\u7ed9\u516c\u53f8\u4e0a Agent \u7684\u4eba\u6765\u8bf4\uff0c\u8fd9\u610f\u5473\u7740\uff1a\u4f60\u4e0d\u5fc5\u4ece\u96f6\u8bbe\u8ba1\u76d1\u63a7\u57cb\u70b9\uff0cAWS \u5df2\u628a\u300cAgent \u884c\u4e3a\u662f\u5426\u5408\u89c4\u3001\u7ed3\u679c\u662f\u5426\u53ef\u9760\u3001\u6545\u969c\u662f\u5426\u81ea\u6108\u300d\u62c6\u89e3\u6210\u53ef\u914d\u7f6e\u3001\u53ef\u544a\u8b66\u3001\u53ef\u5ba1\u8ba1\u7684\u6307\u6807\uff1b\u5bf9\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u8fd9\u5957\u6a21\u5f0f\u53ef\u76f4\u63a5\u590d\u7528\u4e8e\u91c7\u8d2d\u5ba1\u6279\u3001\u5ba2\u670d\u5de5\u5355\u3001\u8d22\u52a1\u5bf9\u8d26\u7b49\u4efb\u4f55\u9700\u8981\u957f\u5468\u671f\u81ea\u6cbb\u7684\u6d41\u7a0b\u2014\u2014\u5173\u952e\u4e0d\u662f\u300c\u6709\u6ca1\u6709 Agent\u300d\uff0c\u800c\u662f\u300c\u5b83\u5e72\u5f97\u5bf9\u4e0d\u5bf9\u3001\u51fa\u9519\u4e86\u80fd\u4e0d\u80fd\u81ea\u5df1\u4fee\u300d\u3002<\/p>\n<p style=\"margin:0 0 12px 0;font-size:16px;line-height:1.85;color:#2d3748;\">\u6211\u4eec\u5224\u65ad\uff1a\u8fd9\u5957\u65b9\u6848\u9002\u5408\u5df2\u6709 Bedrock \u5e94\u7528\u3001\u6b63\u63a8\u8fdb Agent \u843d\u5730\u7684\u4e2d\u5927\u578b\u4f01\u4e1a\uff0c\u5c24\u5176\u9002\u5408\u5f3a\u5408\u89c4\u8981\u6c42\u573a\u666f\uff08\u5982\u91d1\u878d\u3001\u653f\u52a1\uff09\u3002\u5c0f\u56e2\u961f\u4e0d\u5fc5\u786c\u642c\u6574\u5957\uff0c\u4f46\u52a1\u5fc5\u501f\u9274\u5176\u601d\u8def\uff1a\u4e0a\u7ebf\u524d\u5148\u5b9a\u4e49\u300c\u4ec0\u4e48\u7b97\u5e72\u5f97\u597d\u300d\uff08\u6bd4\u5982\u5408\u540c\u5ba1\u6838\u901a\u8fc7\u7387\uff1e95%\uff09\u3001\u518d\u8bbe\u8ba1\u300c\u600e\u4e48\u53d1\u73b0\u5e72\u5f97\u4e0d\u597d\u300d\uff08\u6bd4\u5982\u8fde\u7eed3\u6b21\u5de5\u5177\u8c03\u7528\u5931\u8d25\u89e6\u53d1\u4eba\u5de5\u4ecb\u5165\uff09\u3002\u522b\u7b49\u4e0a\u7ebf\u540e\u9760\u7528\u6237\u6295\u8bc9\u624d\u53d1\u73b0 Agent \u5728\u778e\u7f16\u6761\u6b3e\u3002<\/p>\n<p style=\"margin:30px 0 6px 0;font-size:13px;color:#9aa5b1;text-align:center;\">\u2014\u2014 \u4ee5\u4e0b\u662f\u4eca\u5929\u7684\u5168\u90e8 15 \u6761\u901f\u89c8 \u2014\u2014<\/p>\n<h2 style=\"margin:32px 0 14px 0;padding:10px 16px;background:#0e1e4b;color:#ffffff;font-size:17px;font-weight:bold;border-radius:6px;letter-spacing:1px;line-height:1.5;\">Agent \u4e0e\u6d41\u7a0b\u81ea\u52a8\u5316<\/h2>\n<h2 style=\"margin:26px 0 10px 0;font-size:18px;font-weight:bold;color:#1a202c;line-height:1.5;\">1. AWS \u63a8\u51fa\u53cc\u5c42\u76d1\u63a7\u4f53\u7cfb\uff1aAgentCore \u8bc4\u4f30 + DevOps Agent \u81ea\u4e3b\u6392\u969c<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59\/2026\/08\/31\/ML-20434-featured-image.png\" style=\"width:100%;max-width:100%;border-radius:6px;margin:6px 0 10px 0;display:block;\"><\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">AWS \u63d0\u51fa\u9488\u5bf9\u751f\u4ea7\u73af\u5883\u591a Agent \u7cfb\u7edf\u7684\u65b0\u578b\u76d1\u63a7\u8303\u5f0f\uff0c\u89e3\u51b3\u4f20\u7edf APM \u5de5\u5177\u65e0\u6cd5\u6355\u6349 Agent \u884c\u4e3a\u5f02\u5e38\u7684\u95ee\u9898\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">AgentCore Evaluations \u63d0\u4f9b\u7ec6\u7c92\u5ea6\u8d28\u91cf\u8bc4\u5206\uff08\u5982\u4efb\u52a1\u5b8c\u6210\u5ea6\u3001\u5de5\u5177\u8c03\u7528\u6b63\u786e\u7387\u3001\u54cd\u5e94\u4e00\u81f4\u6027\uff09\uff0c\u652f\u6301\u6301\u7eed\u8ffd\u8e2a Agent \u8d28\u91cf\u8870\u51cf\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">AWS DevOps Agent \u662f\u4e00\u4e2a\u53ef\u8c03\u5ea6\u7684\u81ea\u6cbb Agent\uff0c\u80fd\u57fa\u4e8e\u76d1\u63a7\u4fe1\u53f7\u81ea\u52a8\u6267\u884c\u57fa\u7840\u8bbe\u65bd\u8bca\u65ad\u3001\u65e5\u5fd7\u5206\u6790\u4e0e\u4fee\u590d\u52a8\u4f5c\uff0c\u5df2\u5728\u56db Agent \u822a\u7a7a\u9884\u8ba2\u7cfb\u7edf\u4e2d\u9a8c\u8bc1\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#fffbf0;border-left:3px solid #f59e0b;font-size:15px;line-height:1.7;color:#7a5c1e;\">\u53f7\u54e5\u8bf4\uff1a\u8fd9\u662f\u76ee\u524d\u6700\u63a5\u8fd1\u4f01\u4e1a\u7ea7 Agent \u8fd0\u7ef4\u6807\u51c6\u7684\u5b9e\u64cd\u65b9\u6848\u2014\u2014\u5b83\u4e0d\u8bb2\u2018Agent \u591a\u806a\u660e\u2019\uff0c\u800c\u805a\u7126\u2018\u5b83\u51fa\u9519\u65f6\u4f60\u600e\u4e48\u77e5\u9053\u3001\u600e\u4e48\u6b62\u635f\u2019\u3002\u5bf9\u6b63\u5728\u5c06\u5ba2\u670d\/\u91c7\u8d2d\/\u6cd5\u52a1\u6d41\u7a0b\u4ea4\u7ed9 Agent \u7684\u4f01\u4e1a\uff0c\u8fd9\u624d\u662f\u771f\u521a\u9700\uff1a\u4e0d\u662f\u8ba9 Agent \u4e0a\u7ebf\uff0c\u800c\u662f\u8ba9\u5b83\u4e0a\u7ebf\u540e\u4e0d\u6389\u94fe\u5b50\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#eef0ff;border-left:3px solid #635be7;font-size:15px;line-height:1.7;color:#433c9e;\">\u843d\u5730\u63d0\u70b9\uff1a\u522b\u6025\u7740\u5806\u529f\u80fd\uff0c\u5148\u60f3\u6e05\u695a\uff1a\u4f60\u7684 Agent \u5e72\u7838\u4e86\uff0c\u7cfb\u7edf\u80fd\u81ea\u52a8\u53d1\u73b0\u5e76\u53eb\u505c\u5417\uff1fAWS \u8fd9\u5957\u5c31\u662f\u544a\u8bc9\u4f60\u2018\u600e\u4e48\u8bbe\u8fd9\u4e2a\u54e8\u5175\u2019\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">AWS Machine Learning Blog \u00b7 <a href=\"https:\/\/aws.amazon.com\/blogs\/machine-learning\/monitoring-production-agent-lifecycle-with-aws-devops-agent-and-agentcore-evaluations\/\" style=\"color:#2563eb;text-decoration:none;word-break:break-all;\" target=\"_blank\" rel=\"nofollow noopener\">\u9605\u8bfb\u539f\u6587<\/a><\/p>\n<hr style=\"margin:20px 0;border:none;border-top:1px solid #eaeef3;\">\n<h2 style=\"margin:26px 0 10px 0;font-size:18px;font-weight:bold;color:#1a202c;line-height:1.5;\">2. OpenAI Agents API \u6b63\u5f0f\u516c\u6d4b\uff1aCodex \u5e95\u5ea7\u5f00\u653e\uff0c\u652f\u6301\u957f\u5468\u671f\u81ea\u6cbb\u4e0e\u6c99\u7bb1\u9694\u79bb<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.marktechpost.com\/wp-content\/uploads\/2026\/09\/blog122-4.png\" style=\"width:100%;max-width:100%;border-radius:6px;margin:6px 0 10px 0;display:block;\"><\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">OpenAI \u5c06\u652f\u6491 Codex \u548c ChatGPT \u7684\u5e95\u5c42 Agent \u8fd0\u884c\u65f6\uff08harness\uff09\u5c01\u88c5\u4e3a\u7edf\u4e00 API\uff0c\u5f00\u53d1\u8005\u65e0\u9700\u81ea\u5efa\u8c03\u5ea6\u3001\u8bb0\u5fc6\u3001\u5de5\u5177\u8c03\u7528\u6846\u67b6\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">API \u652f\u6301 Agent \u5728 OpenAI \u6258\u7ba1\u6c99\u7bb1\u3001\u5ba2\u6237\u81ea\u6709\u57fa\u7840\u8bbe\u65bd\u6216\u7b2c\u4e09\u65b9\u6c99\u7bb1\u4e2d\u8fd0\u884c\uff0c\u6700\u957f\u53ef\u6301\u7eed\u6267\u884c\u6570\u5c0f\u65f6\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5f00\u53d1\u8005\u53ea\u9700\u5b9a\u4e49\u5de5\u5177\u96c6\u3001\u63d0\u793a\u8bcd\u4e0e\u7ec8\u6b62\u6761\u4ef6\uff0c\u5176\u4f59\u751f\u547d\u5468\u671f\u7ba1\u7406\uff08\u91cd\u8bd5\u3001\u964d\u7ea7\u3001\u8d85\u65f6\u3001\u72b6\u6001\u6301\u4e45\u5316\uff09\u5747\u7531 OpenAI \u6258\u7ba1\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#fffbf0;border-left:3px solid #f59e0b;font-size:15px;line-height:1.7;color:#7a5c1e;\">\u53f7\u54e5\u8bf4\uff1a\u8fd9\u6807\u5fd7\u7740 Agent \u5f00\u53d1\u6b63\u5f0f\u8fdb\u5165\u2018\u57fa\u7840\u8bbe\u65bd\u5373\u670d\u52a1\u2019\u9636\u6bb5\u3002\u76f8\u6bd4\u81ea\u7814\u6846\u67b6\uff0c\u5b83\u7701\u53bb 70% \u4ee5\u4e0a\u5de5\u7a0b\u6210\u672c\uff0c\u4f46\u4ee3\u4ef7\u662f\u6570\u636e\u4e0d\u51fa\u57df\u53d7\u9650\u3001\u8c03\u8bd5\u6df1\u5ea6\u6709\u9650\u3002\u9002\u5408\u5e0c\u671b\u5feb\u901f\u9a8c\u8bc1\u4e1a\u52a1\u95ed\u73af\u7684\u56e2\u961f\uff0c\u800c\u975e\u8ffd\u6c42\u6781\u81f4\u53ef\u63a7\u6027\u7684\u5b89\u5168\u654f\u611f\u578b\u573a\u666f\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#eef0ff;border-left:3px solid #635be7;font-size:15px;line-height:1.7;color:#433c9e;\">\u843d\u5730\u63d0\u70b9\uff1a\u9002\u5408\u60f3\u4e24\u5468\u5185\u8dd1\u901a\u4e00\u4e2a\u91c7\u8d2d\u7533\u8bf7 Agent \u7684\u4e1a\u52a1\u65b9\u2014\u2014\u522b\u81ea\u5df1\u642d harness\uff0c\u76f4\u63a5\u8c03\u7528 API\uff0c\u628a\u7cbe\u529b\u653e\u5728\u5b9a\u4e49\u2018\u5ba1\u6279\u89c4\u5219\u2019\u548c\u2018\u5bf9\u63a5 ERP\u2019\u4e0a\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">MarkTechPost \u00b7 <a href=\"https:\/\/www.marktechpost.com\/2026\/09\/10\/openai-launches-the-agents-api-in-public-beta-putting-the-codex-harness-behind-one-api-call\/\" style=\"color:#2563eb;text-decoration:none;word-break:break-all;\" target=\"_blank\" rel=\"nofollow noopener\">\u9605\u8bfb\u539f\u6587<\/a><\/p>\n<hr style=\"margin:20px 0;border:none;border-top:1px solid #eaeef3;\">\n<h2 style=\"margin:26px 0 10px 0;font-size:18px;font-weight:bold;color:#1a202c;line-height:1.5;\">3. Anthropic \u53d1\u5e03\u63d2\u4ef6\u8bc4\u4f30\u65b0\u6d41\u7a0b\uff1a6 \u7c7b\u8bc4\u5206\u5668 + \u65e0\u63d2\u4ef6\u57fa\u7ebf + CI \u95e8\u7981<\/h2>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">Anthropic \u4e3a Claude Code \u63d2\u4ef6\u5f00\u53d1\u8005\u63a8\u51fa\u6807\u51c6\u5316\u8bc4\u4f30\u547d\u4ee4 claude plugin eval\uff0c\u8986\u76d6\u6280\u80fd\u89e6\u53d1\u7387\u3001\u8f93\u51fa\u8d28\u91cf\u3001\u5b89\u5168\u6027\u7b49 6 \u7ef4\u5ea6\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5f15\u5165\u2018\u65e0\u63d2\u4ef6\u8fd0\u884c\u2019\u5bf9\u7167\u7ec4\uff0c\u91cf\u5316\u63d2\u4ef6\u771f\u5b9e\u589e\u76ca\uff0c\u907f\u514d\u865a\u5047\u63d0\u5347\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u652f\u6301\u63a5\u5165 CI \u6d41\u7a0b\uff0c\u5728\u4ee3\u7801\u5408\u5e76\u524d\u62e6\u622a\u672a\u8fbe\u6807\u7684\u63d2\u4ef6\u53d8\u66f4\uff0c\u6210\u4e3a\u6280\u80fd\u4e0a\u7ebf\u7684\u5f3a\u5236\u95e8\u7981\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#fffbf0;border-left:3px solid #f59e0b;font-size:15px;line-height:1.7;color:#7a5c1e;\">\u53f7\u54e5\u8bf4\uff1a\u8fd9\u662f\u9996\u4e2a\u5c06 AI \u6280\u80fd\u53d1\u5e03\u6d41\u7a0b\u7eb3\u5165\u8f6f\u4ef6\u5de5\u7a0b\u89c4\u8303\u7684\u5b9e\u8df5\u3002\u5b83\u628a\u8fc7\u53bb\u9760\u4eba\u5de5\u62bd\u67e5\u7684\u2018\u63d2\u4ef6\u597d\u4e0d\u597d\u7528\u2019\uff0c\u53d8\u6210\u53ef\u81ea\u52a8\u5316\u3001\u53ef\u7248\u672c\u5316\u3001\u53ef\u51c6\u5165\u5361\u63a7\u7684\u8d28\u91cf\u95e8\u7981\u2014\u2014\u5bf9\u6784\u5efa\u4f01\u4e1a\u7ea7 AI \u6280\u80fd\u5e02\u573a\u6709\u793a\u8303\u610f\u4e49\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#eef0ff;border-left:3px solid #635be7;font-size:15px;line-height:1.7;color:#433c9e;\">\u843d\u5730\u63d0\u70b9\uff1a\u5982\u679c\u4f60\u5728\u642d\u5efa\u5185\u90e8 AI \u5de5\u5177\u5e73\u53f0\uff0c\u7acb\u523b\u6284\u4f5c\u4e1a\uff1a\u6ca1\u6709\u8bc4\u4f30\u95e8\u7981\u7684\u63d2\u4ef6\uff0c\u5c31\u50cf\u6ca1\u5355\u5143\u6d4b\u8bd5\u7684\u4ee3\u7801\uff0c\u4e0a\u7ebf=\u57cb\u96f7\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">MarkTechPost \u00b7 <a href=\"https:\/\/www.marktechpost.com\/2026\/09\/11\/anthropic-adds-plugin-evals-to-claude-code-6-grader-types-a-no-plugin-baseline-and-a-ci-gate-for-skills\/\" style=\"color:#2563eb;text-decoration:none;word-break:break-all;\" target=\"_blank\" rel=\"nofollow noopener\">\u9605\u8bfb\u539f\u6587<\/a><\/p>\n<hr style=\"margin:20px 0;border:none;border-top:1px solid #eaeef3;\">\n<h2 style=\"margin:26px 0 10px 0;font-size:18px;font-weight:bold;color:#1a202c;line-height:1.5;\">4. Sakana AI \u53d1\u5e03 Fugu Max\/Ultra v2\uff1a\u4f4e\u6210\u672c\u591a Agent \u7f16\u6392\u6a21\u578b\uff0c\u652f\u6301\u6309\u9700\u8def\u7531\u81f3\u4e13\u7528\u6a21\u578b<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.marktechpost.com\/wp-content\/uploads\/2026\/09\/blog111-2.png\" style=\"width:100%;max-width:100%;border-radius:6px;margin:6px 0 10px 0;display:block;\"><\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">Fugu Max \u91c7\u7528\u52a8\u6001\u8def\u7531\u67b6\u6784\uff0c\u5c06\u4efb\u52a1\u5206\u53d1\u81f3\u8f7b\u91cf\u5f00\u6e90\u6a21\u578b\uff08\u5982 NVIDIA Nemotron\uff09\u6216\u5782\u7c7b\u4e13\u7528\u6a21\u578b\uff0ctoken \u6210\u672c\u4f4e\u81f3 $2\/\u767e\u4e07\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">Fugu Ultra v2 \u4e13\u6ce8\u80fd\u529b\u5cf0\u503c\uff0c\u5728 Chartography\uff08\u56fe\u8868\u7406\u89e3\uff09\u8fbe 48.3 \u5206\u3001DeepSWE\uff08\u4ee3\u7801\u8bc4\u6d4b\uff09\u8fbe 74.3 \u5206\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u4e24\u8005\u5747\u57fa\u4e8e\u540c\u4e00\u5b66\u4e60\u578b\u7f16\u6392\u67b6\u6784\uff0c\u53ef\u5728\u63a8\u7406\u65f6\u6839\u636e\u4efb\u52a1\u590d\u6742\u5ea6\u81ea\u52a8\u9009\u62e9\u6700\u4f18\u8def\u5f84\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#fffbf0;border-left:3px solid #f59e0b;font-size:15px;line-height:1.7;color:#7a5c1e;\">\u53f7\u54e5\u8bf4\uff1a\u5b83\u76f4\u51fb\u5f53\u524d\u591a Agent \u7cfb\u7edf\u6700\u5927\u75db\u70b9\uff1a\u2018\u5927\u6a21\u578b\u5168\u5305\u2019\u592a\u8d35\uff0c\u2018\u5c0f\u6a21\u578b\u4e71\u914d\u2019\u4e0d\u51c6\u3002Fugu \u7684\u4ef7\u503c\u4e0d\u5728\u53c2\u6570\u91cf\uff0c\u800c\u5728\u2018\u4ec0\u4e48\u65f6\u5019\u8be5\u53eb\u8c01\u6765\u5e72\u6d3b\u2019\u7684\u51b3\u7b56\u667a\u80fd\u2014\u2014\u8fd9\u5bf9\u9700\u8981\u5e73\u8861\u6210\u672c\u4e0e\u6548\u679c\u7684\u4e2d\u53f0\u578b Agent \u67b6\u6784\u6781\u5177\u53c2\u8003\u4ef7\u503c\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#eef0ff;border-left:3px solid #635be7;font-size:15px;line-height:1.7;color:#433c9e;\">\u843d\u5730\u63d0\u70b9\uff1a\u9002\u5408\u505a Agent \u4e2d\u53f0\u7684\u56e2\u961f\uff1a\u522b\u6b7b\u78d5\u5355\u4e00\u5927\u6a21\u578b\uff0c\u5b66 Fugu \u7528\u7f16\u6392\u903b\u8f91\u628a\u5f00\u6e90\u5c0f\u6a21\u578b\u3001\u5782\u7c7b\u6a21\u578b\u3001API \u5de5\u5177\u4e32\u6210\u4e00\u6761\u6d41\u6c34\u7ebf\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">MarkTechPost \u00b7 <a href=\"https:\/\/www.marktechpost.com\/2026\/09\/10\/sakana-ai-launches-fugu-max-and-fugu-ultra-v2-for-cheaper-stronger-multi-agent-orchestration\/\" style=\"color:#2563eb;text-decoration:none;word-break:break-all;\" target=\"_blank\" rel=\"nofollow noopener\">\u9605\u8bfb\u539f\u6587<\/a><\/p>\n<hr style=\"margin:20px 0;border:none;border-top:1px solid #eaeef3;\">\n<h2 style=\"margin:26px 0 10px 0;font-size:18px;font-weight:bold;color:#1a202c;line-height:1.5;\">5. Google ToolGrad \u6846\u67b6\uff1a\u7b54\u6848\u4f18\u5148\u7684\u6570\u636e\u751f\u6210\u6cd5\uff0c\u5de5\u5177\u8c03\u7528\u6570\u636e\u96c6\u6784\u5efa\u6210\u529f\u7387\u63d0\u5347\u81f3 99.8%<\/h2>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">ToolGrad \u98a0\u8986\u4f20\u7edf\uff1a\u5148\u6784\u9020\u9a8c\u8bc1\u901a\u8fc7\u7684 API \u8c03\u7528\u94fe\uff0c\u518d\u53cd\u5411\u751f\u6210\u5339\u914d\u7684\u81ea\u7136\u8bed\u8a00\u67e5\u8be2\uff0c\u786e\u4fdd\u6bcf\u6761\u6570\u636e\u90fd\u2018\u80fd\u8dd1\u901a\u2019\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u91c7\u7528\u56db\u6a21\u5757\u5faa\u73af\uff08propose-execute-select-update\uff09\u751f\u6210\u6587\u672c\u68af\u5ea6\uff0c\u5f15\u5bfc\u6a21\u578b\u7cbe\u51c6\u5bf9\u9f50\u5de5\u5177\u884c\u4e3a\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u4ec5\u7528 500 \u6761\u6837\u672c\u5fae\u8c03 Gemma-3-12B\uff0c\u5373\u53ef\u5728 ToolBench \u4e0a\u8fbe\u5230 80%+ \u5de5\u5177\u8c03\u7528\u51c6\u786e\u7387\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#fffbf0;border-left:3px solid #f59e0b;font-size:15px;line-height:1.7;color:#7a5c1e;\">\u53f7\u54e5\u8bf4\uff1a\u9ad8\u8d28\u91cf\u5de5\u5177\u8c03\u7528\u6570\u636e\u662f Agent \u80fd\u529b\u7684\u57fa\u77f3\uff0c\u4f46\u624b\u5de5\u6807\u6ce8\u6210\u672c\u6781\u9ad8\u3002ToolGrad \u63d0\u4f9b\u4e86\u4e00\u79cd\u5de5\u4e1a\u5316\u91cf\u4ea7\u65b9\u6848\u2014\u2014\u5b83\u8ba9\u2018\u6570\u636e\u751f\u6210\u2019\u672c\u8eab\u6210\u4e3a\u4e00\u4e2a\u53ef\u7f16\u7a0b\u3001\u53ef\u9a8c\u8bc1\u3001\u53ef\u8fed\u4ee3\u7684\u8fc7\u7a0b\uff0c\u5927\u5e45\u964d\u4f4e\u4f01\u4e1a\u5b9a\u5236 Agent \u7684\u6570\u636e\u95e8\u69db\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#eef0ff;border-left:3px solid #635be7;font-size:15px;line-height:1.7;color:#433c9e;\">\u843d\u5730\u63d0\u70b9\uff1a\u60f3\u8bad\u7ec3\u81ea\u5bb6\u5ba2\u670d Agent\uff1f\u522b\u518d\u4eba\u5de5\u5199 1000 \u6761\u2018\u67e5\u8ba2\u5355\u2019\u6837\u4f8b\uff0c\u7528 ToolGrad \u81ea\u52a8\u751f\u6210\u5e26\u771f\u5b9e API \u8c03\u7528\u8def\u5f84\u7684\u8bed\u6599\uff0c\u6548\u7387\u7ffb\u500d\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">MarkTechPost \u00b7 <a href=\"https:\/\/www.marktechpost.com\/2026\/09\/10\/google-research-releases-toolgrad-answer-first-framework-hits-99-8-pass-rate-for-tool-use-data-generation\/\" style=\"color:#2563eb;text-decoration:none;word-break:break-all;\" target=\"_blank\" rel=\"nofollow noopener\">\u9605\u8bfb\u539f\u6587<\/a><\/p>\n<hr style=\"margin:20px 0;border:none;border-top:1px solid #eaeef3;\">\n<h2 style=\"margin:32px 0 14px 0;padding:10px 16px;background:#0e1e4b;color:#ffffff;font-size:17px;font-weight:bold;border-radius:6px;letter-spacing:1px;line-height:1.5;\">AI \u5de5\u5177 \u00b7 \u5b9e\u6d4b\u4e0a\u65b0<\/h2>\n<h2 style=\"margin:26px 0 10px 0;font-size:18px;font-weight:bold;color:#1a202c;line-height:1.5;\">1. Amazon Bedrock \u65b0\u589e Marengo 3.0\uff1a\u652f\u6301\u89c6\u9891\/\u56fe\u50cf\/\u97f3\u9891\u5185\u5bb9\u7684\u81ea\u7136\u8bed\u8a00\u8bed\u4e49\u641c\u7d22<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59\/2026\/09\/10\/ML-21835-featured-image.png\" style=\"width:100%;max-width:100%;border-radius:6px;margin:6px 0 10px 0;display:block;\"><\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">TwelveLabs Marengo Embed 3.0 \u6210\u4e3a Bedrock Knowledge Base \u5185\u7f6e\u5d4c\u5165\u6a21\u578b\uff0c\u652f\u6301\u8de8\u6a21\u6001\u5185\u5bb9\u5411\u91cf\u5316\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u7528\u6237\u53ef\u7528\u81ea\u7136\u8bed\u8a00\u63d0\u95ee\uff08\u5982\u2018\u627e\u51fa\u6240\u6709\u5c55\u793a\u4ea7\u54c1\u5305\u88c5\u7834\u635f\u7684\u8d28\u68c0\u89c6\u9891\u7247\u6bb5\u2019\uff09\uff0c\u7cfb\u7edf\u81ea\u52a8\u5b9a\u4f4d\u89c6\u9891\u5e27\u3001\u56fe\u50cf\u533a\u57df\u53ca\u97f3\u9891\u5173\u952e\u8bcd\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5168\u7a0b\u7531 AWS \u6258\u7ba1\uff0c\u65e0\u9700\u5ba2\u6237\u81ea\u884c\u90e8\u7f72\u591a\u6a21\u6001\u6a21\u578b\u6216\u6784\u5efa\u7279\u5f81 pipeline\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#fffbf0;border-left:3px solid #f59e0b;font-size:15px;line-height:1.7;color:#7a5c1e;\">\u53f7\u54e5\u8bf4\uff1a\u8fd9\u662f\u4f01\u4e1a\u77e5\u8bc6\u5e93\u80fd\u529b\u7684\u4e00\u6b21\u8dc3\u8fc1\uff1a\u8fc7\u53bb\u53ea\u80fd\u641c\u6587\u6863\u5173\u952e\u8bcd\uff0c\u73b0\u5728\u80fd\u76f4\u63a5\u95ee\u2018\u4e0a\u4e2a\u6708\u5ba2\u6237\u6295\u8bc9\u91cc\u63d0\u5230\u2018\u6f0f\u6db2\u2019\u7684\u89c6\u9891\u6709\u54ea\u4e9b\u2019\u3002\u5bf9\u5236\u9020\u4e1a\u8d28\u68c0\u3001\u7535\u5546\u76f4\u64ad\u590d\u76d8\u3001\u5b89\u9632\u4e8b\u4ef6\u56de\u6eaf\u7b49\u573a\u666f\uff0c\u610f\u5473\u7740\u4ece\u2018\u67e5\u8d44\u6599\u2019\u5347\u7ea7\u4e3a\u2018\u627e\u8bc1\u636e\u2019\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#eef0ff;border-left:3px solid #635be7;font-size:15px;line-height:1.7;color:#433c9e;\">\u843d\u5730\u63d0\u70b9\uff1a\u9002\u5408\u6709\u5927\u91cf\u975e\u7ed3\u6784\u5316\u97f3\u89c6\u9891\u8d44\u4ea7\u7684\u4f01\u4e1a\uff1a\u522b\u518d\u82b1\u4eba\u529b\u8f6c\u5f55\u526a\u8f91\uff0c\u7528 Marengo 3.0 \u8ba9 AI \u76f4\u63a5\u542c\u61c2\u89c6\u9891\u3001\u770b\u61c2\u753b\u9762\u3001\u627e\u5230\u4f60\u8981\u7684\u90a3\u4e00\u79d2\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">AWS Machine Learning Blog \u00b7 <a href=\"https:\/\/aws.amazon.com\/blogs\/machine-learning\/video-and-image-search-in-amazon-bedrock-knowledge-base-using-marengo-3-0\/\" style=\"color:#2563eb;text-decoration:none;word-break:break-all;\" target=\"_blank\" rel=\"nofollow noopener\">\u9605\u8bfb\u539f\u6587<\/a><\/p>\n<hr style=\"margin:20px 0;border:none;border-top:1px solid #eaeef3;\">\n<h2 style=\"margin:26px 0 10px 0;font-size:18px;font-weight:bold;color:#1a202c;line-height:1.5;\">2. AWS \u53d1\u5e03\u4ea4\u4e92\u5f0f MCP App \u6784\u5efa\u6307\u5357\uff1aHTML \u5c0f\u90e8\u4ef6\u65e0\u7f1d\u63a5\u5165 ChatGPT\/Claude<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59\/2026\/09\/09\/ML-20314-featured-image.png\" style=\"width:100%;max-width:100%;border-radius:6px;margin:6px 0 10px 0;display:block;\"><\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u57fa\u4e8e Amazon Bedrock AgentCore\uff0c\u5f00\u53d1\u8005\u53ef\u6784\u5efa\u542b\u6309\u94ae\u3001\u8868\u5355\u3001\u56fe\u8868\u7b49 HTML \u4ea4\u4e92\u7ec4\u4ef6\u7684 MCP App\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">MCP\uff08Model Communication Protocol\uff09\u662f\u4e3b\u673a\u65e0\u5173\u6807\u51c6\uff0c\u540c\u4e00\u5957\u524d\u7aef\u4ee3\u7801\u53ef\u5728\u652f\u6301 MCP \u7684\u4efb\u610f AI \u4e3b\u673a\uff08\u5982 ChatGPT\u3001Claude\uff09\u4e2d\u8fd0\u884c\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u6559\u7a0b\u63d0\u4f9b\u5b8c\u6574\u90e8\u7f72\u6d41\u7a0b\uff0c\u5305\u62ec\u672c\u5730\u8c03\u8bd5\u3001Bedrock \u96c6\u6210\u4e0e\u8de8\u5e73\u53f0\u517c\u5bb9\u6027\u9a8c\u8bc1\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#fffbf0;border-left:3px solid #f59e0b;font-size:15px;line-height:1.7;color:#7a5c1e;\">\u53f7\u54e5\u8bf4\uff1aMCP \u6b63\u5728\u6210\u4e3a AI \u5e94\u7528\u7684\u2018USB-C \u63a5\u53e3\u2019\uff1a\u5b83\u8ba9\u4ea4\u4e92\u903b\u8f91\u4e0e\u6a21\u578b\u89e3\u8026\u3002\u4f01\u4e1a\u4e0d\u518d\u9700\u8981\u4e3a\u6bcf\u4e2a\u5927\u6a21\u578b\u5355\u72ec\u5f00\u53d1 UI\uff0c\u4e00\u5957 MCP App \u5373\u53ef\u8986\u76d6\u4e3b\u6d41\u5e73\u53f0\u2014\u2014\u8fd9\u5bf9\u60f3\u5feb\u901f\u4e0a\u7ebf AI \u52a9\u624b\u7684 SaaS \u5382\u5546\u662f\u91cd\u5927\u5229\u597d\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#eef0ff;border-left:3px solid #635be7;font-size:15px;line-height:1.7;color:#433c9e;\">\u843d\u5730\u63d0\u70b9\uff1a\u505a ToB SaaS \u7684\u670b\u53cb\u6ce8\u610f\uff1a\u4e0b\u6b21\u7ed9\u5ba2\u6237\u52a0 AI \u529f\u80fd\uff0c\u522b\u518d\u5199\u4e09\u5957\u524d\u7aef\uff0c\u7528 MCP \u6807\u51c6\u4e00\u6b21\u5f00\u53d1\uff0c\u5168\u5e73\u53f0\u90e8\u7f72\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">AWS Machine Learning Blog \u00b7 <a href=\"https:\/\/aws.amazon.com\/blogs\/machine-learning\/build-interactive-mcp-apps-using-amazon-bedrock-agentcore\/\" style=\"color:#2563eb;text-decoration:none;word-break:break-all;\" target=\"_blank\" rel=\"nofollow noopener\">\u9605\u8bfb\u539f\u6587<\/a><\/p>\n<hr style=\"margin:20px 0;border:none;border-top:1px solid #eaeef3;\">\n<h2 style=\"margin:26px 0 10px 0;font-size:18px;font-weight:bold;color:#1a202c;line-height:1.5;\">3. OpenRouter \u65b0\u589e\u81ea\u52a8\u964d\u7ea7\u4e0e\u6210\u672c\u4f18\u5316\u8def\u7531\uff0c\u652f\u6301\u5355\u63a5\u53e3\u8c03\u7528\u591a\u540e\u7aef\u6a21\u578b<\/h2>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">OpenRouter \u63d0\u4f9b\u7edf\u4e00 API \u5165\u53e3\uff0c\u81ea\u52a8\u6839\u636e\u8bf7\u6c42\u7c7b\u578b\u3001\u5b9e\u65f6\u8d1f\u8f7d\u3001\u4ef7\u683c\u6ce2\u52a8\uff0c\u5c06\u8bf7\u6c42\u8def\u7531\u81f3\u6700\u4f18\u540e\u7aef\u6a21\u578b\uff08\u5982 GPT-4o\u3001Claude-3.5\u3001Llama-3.1\uff09\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5185\u7f6e fallback \u673a\u5236\uff0c\u5f53\u9996\u9009\u6a21\u578b\u4e0d\u53ef\u7528\u65f6\u65e0\u7f1d\u5207\u6362\u81f3\u5907\u9009\uff0c\u4fdd\u969c SLA\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5f00\u53d1\u8005\u65e0\u9700\u4fee\u6539\u4ee3\u7801\uff0c\u4ec5\u9700\u914d\u7f6e\u504f\u597d\u6743\u91cd\uff08\u5982\u2018\u901f\u5ea6\u4f18\u5148\u2019\u6216\u2018\u6210\u672c\u6700\u4f4e\u2019\uff09\uff0c\u5e73\u53f0\u81ea\u52a8\u51b3\u7b56\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#fffbf0;border-left:3px solid #f59e0b;font-size:15px;line-height:1.7;color:#7a5c1e;\">\u53f7\u54e5\u8bf4\uff1a\u5b83\u628a\u6a21\u578b\u9009\u578b\u8fd9\u4e2a\u2018\u7384\u5b66\u51b3\u7b56\u2019\u53d8\u6210\u4e86\u53ef\u914d\u7f6e\u7684\u57fa\u7840\u8bbe\u65bd\u3002\u5bf9\u4e2d\u5c0f\u56e2\u961f\u800c\u8a00\uff0c\u8fd9\u610f\u5473\u7740\u7528\u4e00\u4e2a API \u5c31\u80fd\u4eab\u53d7\u5934\u90e8\u6a21\u578b\u7684\u5f39\u6027\u4e0e\u5f00\u6e90\u6a21\u578b\u7684\u6210\u672c\u4f18\u52bf\uff0c\u907f\u514d\u88ab\u5355\u4e00\u4f9b\u5e94\u5546\u7ed1\u5b9a\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#eef0ff;border-left:3px solid #635be7;font-size:15px;line-height:1.7;color:#433c9e;\">\u843d\u5730\u63d0\u70b9\uff1a\u5c0f\u56e2\u961f\u505a PoC \u522b\u518d\u7ea0\u7ed3\u9009\u54ea\u4e2a\u6a21\u578b\u2014\u2014\u7528 OpenRouter\uff0c\u8ba9\u5b83\u81ea\u52a8\u5e2e\u4f60\u6311\u6700\u5212\u7b97\u7684\u90a3\u4e2a\uff0c\u7701\u4e0b\u7684\u94b1\u591f\u4e70\u534a\u5e74\u670d\u52a1\u5668\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">Simon Willison \u00b7 <a href=\"https:\/\/simonwillison.net\/2026\/Sep\/11\/so-you-want-to-use-openrouter\/\" style=\"color:#2563eb;text-decoration:none;word-break:break-all;\" target=\"_blank\" rel=\"nofollow noopener\">\u9605\u8bfb\u539f\u6587<\/a><\/p>\n<hr style=\"margin:20px 0;border:none;border-top:1px solid #eaeef3;\">\n<h2 style=\"margin:26px 0 10px 0;font-size:18px;font-weight:bold;color:#1a202c;line-height:1.5;\">4. Cohere \u53d1\u5e03 North Small Translate\uff1a218B MoE \u5f00\u6e90\u7ffb\u8bd1\u6a21\u578b\uff0c\u652f\u6301 50 \u79cd\u8bed\u8a00\uff0cWMT26 \u5f97\u5206 83.6<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.marktechpost.com\/wp-content\/uploads\/2026\/09\/blog111-3.png\" style=\"width:100%;max-width:100%;border-radius:6px;margin:6px 0 10px 0;display:block;\"><\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">North Small Translate \u662f Mixture-of-Experts \u67b6\u6784\uff0c\u6bcf\u6b21\u63a8\u7406\u4ec5\u6fc0\u6d3b 25B \u53c2\u6570\uff0c\u517c\u987e\u6027\u80fd\u4e0e\u6548\u7387\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5728 Cohere \u81ea\u5efa WMT26 \u591a\u8bed\u8a00\u8bc4\u6d4b\u96c6\u4e0a\u53d6\u5f97 83.6 \u5206\uff0c\u663e\u8457\u4f18\u4e8e\u540c\u89c4\u6a21\u5f00\u6e90\u6a21\u578b\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u6a21\u578b\u6743\u91cd\u514d\u8d39\u5f00\u653e\u975e\u5546\u7528\uff0c\u5546\u4e1a\u7528\u9014\u53ef\u901a\u8fc7 Cohere Model Vault \u6216 RWS Language Weaver \u83b7\u53d6\u6388\u6743\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#fffbf0;border-left:3px solid #f59e0b;font-size:15px;line-height:1.7;color:#7a5c1e;\">\u53f7\u54e5\u8bf4\uff1a\u5b83\u586b\u8865\u4e86\u9ad8\u8d28\u91cf\u3001\u591a\u8bed\u8a00\u3001\u53ef\u5546\u7528\u5f00\u6e90\u7ffb\u8bd1\u6a21\u578b\u7684\u7a7a\u767d\u3002\u5bf9\u8de8\u5883\u7535\u5546\u3001\u5168\u7403\u5316 SaaS\u3001\u591a\u8bed\u79cd\u5ba2\u670d\u7cfb\u7edf\u800c\u8a00\uff0c\u8fd9\u610f\u5473\u7740\u6446\u8131 Google\/Baidu API \u4f9d\u8d56\uff0c\u7528\u81ea\u6709\u6a21\u578b\u5b9e\u73b0\u4f4e\u5ef6\u8fdf\u3001\u9ad8\u53ef\u63a7\u7684\u5b9e\u65f6\u7ffb\u8bd1\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#eef0ff;border-left:3px solid #635be7;font-size:15px;line-height:1.7;color:#433c9e;\">\u843d\u5730\u63d0\u70b9\uff1a\u505a\u8de8\u5883\u4e1a\u52a1\u7684\u516c\u53f8\uff0c\u7acb\u523b\u4e0b\u8f7d\u8bd5\u8dd1\uff1a\u7528 North \u66ff\u4ee3\u767e\u5ea6\u7ffb\u8bd1 API\uff0c\u65e2\u80fd\u4fdd\u6570\u636e\u4e0d\u51fa\u5883\uff0c\u53c8\u80fd\u7701\u4e0b\u6bcf\u5e74\u51e0\u5341\u4e07\u8c03\u7528\u8d39\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">MarkTechPost \u00b7 <a href=\"https:\/\/www.marktechpost.com\/2026\/09\/10\/cohere-releases-north-small-translate-a-218b-moe-translation-model-that-scores-83-6-on-wmt26-across-50-languages\/\" style=\"color:#2563eb;text-decoration:none;word-break:break-all;\" target=\"_blank\" rel=\"nofollow noopener\">\u9605\u8bfb\u539f\u6587<\/a><\/p>\n<hr style=\"margin:20px 0;border:none;border-top:1px solid #eaeef3;\">\n<h2 style=\"margin:26px 0 10px 0;font-size:18px;font-weight:bold;color:#1a202c;line-height:1.5;\">5. ByteDance Seed \u53d1\u5e03 HarnessDev \u57fa\u51c6\uff1a\u8bc4\u4f30 LLM \u81ea\u5efa Agent \u6846\u67b6\u7684\u53ef\u8fd0\u884c\u6027\u800c\u975e\u7b54\u6848\u6b63\u786e\u7387<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.marktechpost.com\/wp-content\/uploads\/2026\/09\/blog111-5.png\" style=\"width:100%;max-width:100%;border-radius:6px;margin:6px 0 10px 0;display:block;\"><\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">HarnessDev \u4e0d\u8003\u6838\u6a21\u578b\u56de\u7b54\u662f\u5426\u6b63\u786e\uff0c\u800c\u662f\u8bc4\u4f30\u5176\u751f\u6210\u7684 Agent \u8fd0\u884c\u65f6\u6846\u67b6\uff08harness\uff09\u80fd\u5426\u771f\u6b63\u6267\u884c\u6210\u529f\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u6db5\u76d6 5 \u5927\u57fa\u51c6\u30012207 \u4e2a\u4efb\u52a1\uff0c\u8981\u6c42\u6a21\u578b\u4ece\u96f6\u6784\u5efa\u53ef\u90e8\u7f72\u3001\u53ef\u8c03\u8bd5\u3001\u53ef\u6269\u5c55\u7684 harness \u4ee3\u7801\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5b9e\u9a8c\u663e\u793a\uff0c6 \u4e2a\u4e3b\u6d41 LLM \u751f\u6210\u7684 harness \u4e2d\uff0c\u4ec5 34\/64 \u5177\u5907\u8de8\u4efb\u52a1\u6cdb\u5316\u80fd\u529b\uff0c\u4eba\u7c7b\u7f16\u5199\u4ecd\u5177\u660e\u663e\u4f18\u52bf\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#fffbf0;border-left:3px solid #f59e0b;font-size:15px;line-height:1.7;color:#7a5c1e;\">\u53f7\u54e5\u8bf4\uff1a\u8fd9\u662f\u9996\u4e2a\u5c06\u2018Agent \u5de5\u7a0b\u80fd\u529b\u2019\u4ece\u2018\u8bed\u8a00\u80fd\u529b\u2019\u4e2d\u5265\u79bb\u51fa\u6765\u7684\u6d4b\u8bc4\u6807\u51c6\u3002\u5b83\u63ed\u793a\u4e86\u4e00\u4e2a\u5173\u952e\u4e8b\u5b9e\uff1a\u8ba9\u6a21\u578b\u5199\u4ee3\u7801\u5bb9\u6613\uff0c\u4f46\u8ba9\u5b83\u5199\u51fa\u7a33\u5b9a\u3001\u5065\u58ee\u3001\u53ef\u8fd0\u7ef4\u7684 Agent \u6846\u67b6\uff0c\u4ecd\u662f\u5de8\u5927\u6311\u6218\u2014\u2014\u5bf9\u4f01\u4e1a\u6280\u672f\u9009\u578b\u6709\u8b66\u793a\u610f\u4e49\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#eef0ff;border-left:3px solid #635be7;font-size:15px;line-height:1.7;color:#433c9e;\">\u843d\u5730\u63d0\u70b9\uff1a\u522b\u8ff7\u4fe1\u2018LLM \u80fd\u5199 Agent \u4ee3\u7801\u2019\uff0cHarnessDev \u8bc1\u660e\uff1a\u771f\u6b63\u53ef\u9760\u7684 Agent \u6846\u67b6\uff0c\u8fd8\u5f97\u9760\u5de5\u7a0b\u5e08\u4eb2\u624b\u6253\u78e8\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">MarkTechPost \u00b7 <a href=\"https:\/\/www.marktechpost.com\/2026\/09\/11\/can-llms-engineer-their-own-agent-harness-bytedance-seeds-harnessdev-says-only-34-of-64-changes-generalize\/\" style=\"color:#2563eb;text-decoration:none;word-break:break-all;\" target=\"_blank\" rel=\"nofollow noopener\">\u9605\u8bfb\u539f\u6587<\/a><\/p>\n<hr style=\"margin:20px 0;border:none;border-top:1px solid #eaeef3;\">\n<h2 style=\"margin:32px 0 14px 0;padding:10px 16px;background:#0e1e4b;color:#ffffff;font-size:17px;font-weight:bold;border-radius:6px;letter-spacing:1px;line-height:1.5;\">\u884c\u4e1a AI \u843d\u5730<\/h2>\n<h2 style=\"margin:26px 0 10px 0;font-size:18px;font-weight:bold;color:#1a202c;line-height:1.5;\">1. Meta Muse \u6210\u4e3a\u7f8e\u56fd\u4e0b\u8f7d\u91cf\u7b2c\u4e8c\u7684 App\uff1aAI \u4ee3\u7406\u6b63\u4ece\u5de5\u5177\u8d70\u5411\u65e5\u5e38\u5165\u53e3<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/techcrunch.com\/wp-content\/uploads\/2026\/09\/meta-muse-app-GettyImages-2293792137.jpg?w=1024\" style=\"width:100%;max-width:100%;border-radius:6px;margin:6px 0 10px 0;display:block;\"><\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">Meta \u65b0\u63a8\u51fa\u7684 AI \u4ee3\u7406\u5e94\u7528 Muse \u4e0a\u7ebf\u5373\u767b\u9876\u7f8e\u56fd App Store \u4e0b\u8f7d\u699c\u7b2c\u4e8c\uff0c\u4ec5\u6b21\u4e8e TikTok\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">Muse \u5b9a\u4f4d\u4e3a\u4e2a\u4eba AI \u52a9\u7406\uff0c\u6574\u5408 Messenger\u3001WhatsApp\u3001Instagram \u6d88\u606f\u4e0e\u65e5\u7a0b\u7ba1\u7406\uff0c\u652f\u6301\u8de8\u5e73\u53f0\u4efb\u52a1\u534f\u540c\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u7528\u6237\u53cd\u9988\u663e\u793a\uff0c\u9ad8\u9891\u4f7f\u7528\u573a\u666f\u96c6\u4e2d\u4e8e\u2018\u81ea\u52a8\u6574\u7406\u4f1a\u8bae\u7eaa\u8981\u2019\u2018\u8de8\u804a\u5929\u8bb0\u5f55\u6c47\u603b\u9879\u76ee\u8fdb\u5ea6\u2019\u2018\u9884\u7ea6\u9910\u5385\u5e76\u540c\u6b65\u65e5\u5386\u2019\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#fffbf0;border-left:3px solid #f59e0b;font-size:15px;line-height:1.7;color:#7a5c1e;\">\u53f7\u54e5\u8bf4\uff1a\u8fd9\u4e0d\u662f\u53c8\u4e00\u4e2a\u804a\u5929\u673a\u5668\u4eba\uff0c\u800c\u662f\u9996\u4e2a\u4ee5\u2018\u4ee3\u7406\u2019\u8eab\u4efd\u6df1\u5ea6\u5d4c\u5165\u7528\u6237\u6570\u5b57\u751f\u6d3b\u7684 App\u3002\u5b83\u7684\u7206\u53d1\u8bf4\u660e\uff1a\u5f53 AI \u80fd\u4e3b\u52a8\u8de8\u5e94\u7528\u5b8c\u6210\u4efb\u52a1\uff0c\u7528\u6237\u613f\u610f\u4e3a\u5176\u8ba9\u51fa\u624b\u673a\u4e3b\u5c4f\u2014\u2014\u8fd9\u5bf9\u6240\u6709 ToC \u4ea7\u54c1\u90fd\u662f\u4fe1\u53f7\uff1a\u4f60\u7684 App \u662f\u5426\u51c6\u5907\u597d\u88ab Muse \u8c03\u7528\uff1f<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#eef0ff;border-left:3px solid #635be7;font-size:15px;line-height:1.7;color:#433c9e;\">\u843d\u5730\u63d0\u70b9\uff1aToC \u4ea7\u54c1\u7ecf\u7406\u5feb\u68c0\u67e5\uff1a\u4f60\u7684 App \u6709\u6ca1\u6709\u5f00\u653e API \u6216 MCP \u63a5\u53e3\uff1f\u5426\u5219 Muse \u672a\u6765\u53ef\u80fd\u7ed5\u8fc7\u4f60\uff0c\u76f4\u63a5\u66ff\u7528\u6237\u64cd\u4f5c\u4f60\u7684\u7ade\u54c1\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">TechCrunch AI \u00b7 <a href=\"https:\/\/techcrunch.com\/2026\/09\/10\/metas-ai-agent-muse-is-now-the-no-2-app-in-the-us\/\" style=\"color:#2563eb;text-decoration:none;word-break:break-all;\" target=\"_blank\" rel=\"nofollow noopener\">\u9605\u8bfb\u539f\u6587<\/a><\/p>\n<hr style=\"margin:20px 0;border:none;border-top:1px solid #eaeef3;\">\n<h2 style=\"margin:26px 0 10px 0;font-size:18px;font-weight:bold;color:#1a202c;line-height:1.5;\">2. \u58a8\u897f\u54e5\u5b66\u751f\u7814\u53d1\u58f0\u6ce2\u706d\u706b\u5668\uff1a\u5229\u7528\u7279\u5b9a\u9891\u7387\u58f0\u6ce2\u9694\u7edd\u6c27\u6c14\uff0c3 \u79d2\u6251\u706d\u660e\u706b<\/h2>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">16 \u5c81\u58a8\u897f\u54e5\u5b66\u751f\u5f00\u53d1\u4fbf\u643a\u5f0f\u58f0\u6ce2\u706d\u706b\u8bbe\u5907\uff0c\u901a\u8fc7\u626c\u58f0\u5668\u53d1\u5c04 30\u201360Hz \u4f4e\u9891\u58f0\u6ce2\u5f62\u6210\u6c14\u6d41\u5c4f\u969c\uff0c\u7269\u7406\u9694\u7edd\u706b\u7130\u5468\u56f4\u6c27\u6c14\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u539f\u578b\u673a\u5df2\u901a\u8fc7\u5b9e\u9a8c\u5ba4\u6d4b\u8bd5\uff0c\u5bf9\u7eb8\u5f20\u3001\u6728\u6750\u7b49\u56fa\u4f53\u71c3\u6599\u660e\u706b\u706d\u706b\u65f6\u95f4\uff1c3 \u79d2\uff0c\u4e14\u4e0d\u635f\u4f24\u7269\u54c1\u3001\u4e0d\u7559\u6b8b\u7559\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u6280\u672f\u539f\u7406\u5df2\u7533\u8bf7\u4e13\u5229\uff0c\u6b63\u5bfb\u6c42\u4e0e\u6d88\u9632\u8bbe\u5907\u5382\u5546\u5408\u4f5c\u4ea7\u4e1a\u5316\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#fffbf0;border-left:3px solid #f59e0b;font-size:15px;line-height:1.7;color:#7a5c1e;\">\u53f7\u54e5\u8bf4\uff1a\u8fd9\u4e0d\u662f\u79d1\u5e7b\uff0c\u800c\u662f\u58f0\u5b66\u7269\u7406\u5728\u73b0\u5b9e\u573a\u666f\u7684\u7cbe\u51c6\u5e94\u7528\u3002\u5b83\u63d0\u9192\u6211\u4eec\uff1aAI \u843d\u5730\u4e0d\u5fc5\u603b\u76ef\u7740\u5927\u6a21\u578b\uff0c\u6709\u65f6\u4e00\u4e2a\u88ab\u5ffd\u89c6\u7684\u57fa\u7840\u5b66\u79d1\u7a81\u7834\uff08\u5982\u58f0\u6ce2\u63a7\u5236\uff09\uff0c\u7ed3\u5408\u5fae\u578b\u5316\u786c\u4ef6\uff0c\u5c31\u80fd\u50ac\u751f\u98a0\u8986\u6027\u5de5\u4e1a\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#eef0ff;border-left:3px solid #635be7;font-size:15px;line-height:1.7;color:#433c9e;\">\u843d\u5730\u63d0\u70b9\uff1a\u5236\u9020\u4e1a\u5b89\u5168\u8d1f\u8d23\u4eba\u6ce8\u610f\uff1a\u522b\u53ea\u76ef\u7740 AI \u89c6\u89c9\u5de1\u68c0\uff0c\u8fd9\u79cd\u65e0\u6c34\u65e0\u5316\u5b66\u6b8b\u7559\u7684\u58f0\u6ce2\u706d\u706b\uff0c\u53ef\u80fd\u662f\u8f66\u95f4\u7cbe\u5bc6\u8bbe\u5907\u9632\u706b\u7684\u65b0\u9009\u9879\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">Hacker News \u00b7 <a href=\"https:\/\/www.upsocl.com\/en\/16-year-old-mexican-student-creates-an-acoustic-fire-extinguisher-that-uses-sound-waves-to-put-out-fires-in-seconds\/\" style=\"color:#2563eb;text-decoration:none;word-break:break-all;\" target=\"_blank\" rel=\"nofollow noopener\">\u9605\u8bfb\u539f\u6587<\/a><\/p>\n<hr style=\"margin:20px 0;border:none;border-top:1px solid #eaeef3;\">\n<h2 style=\"margin:26px 0 10px 0;font-size:18px;font-weight:bold;color:#1a202c;line-height:1.5;\">3. New Mexico \u6cd5\u9662\u88c1\u5b9a\u5f8b\u5e08\u56e0\u4f7f\u7528 AI \u7f16\u9020\u8bc1\u4eba\u8bc1\u8bcd\u88ab\u7f5a 5000 \u7f8e\u5143<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/chorus\/uploads\/chorus_asset\/file\/25384193\/STK470_AI_LAW_CVIRGINIA_C.jpg?quality=90&amp;amp;strip=all&amp;amp;crop=0%2C10.732984293194%2C100%2C78.534031413613&amp;amp;w=1200\" style=\"width:100%;max-width:100%;border-radius:6px;margin:6px 0 10px 0;display:block;\"><\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u65b0\u58a8\u897f\u54e5\u5dde\u6700\u9ad8\u6cd5\u9662\u8ba4\u5b9a\u5f8b\u5e08 Stephen Aarons \u5728\u8c0b\u6740\u6848\u4e0a\u8bc9\u4e2d\u63d0\u4ea4\u7531 ChatGPT \u751f\u6210\u7684\u865a\u6784\u8bc1\u4eba\u8bc1\u8bcd\u4e0e\u5047\u8b66\u5bdf\u62a5\u544a\uff0c\u6784\u6210\u4e25\u91cd\u5931\u804c\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u6cd5\u9662\u5f3a\u8c03\uff1a\u5f8b\u5e08\u6709\u7edd\u5bf9\u4e49\u52a1\u6838\u5b9e AI \u8f93\u51fa\u5185\u5bb9\u7684\u771f\u5b9e\u6027\uff0c\u4e0d\u80fd\u4ee5\u2018\u4e0d\u77e5\u9053\u662f\u5047\u7684\u2019\u4e3a\u514d\u8d23\u7406\u7531\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u8be5\u6848\u6210\u4e3a\u7f8e\u56fd\u9996\u4f8b\u56e0 AI \u4e8b\u5b9e\u6027\u9519\u8bef\u5bfc\u81f4\u53f8\u6cd5\u60e9\u6212\u7684\u5224\u4f8b\uff0c\u5df2\u5f15\u53d1\u5168\u7f8e\u5f8b\u534f\u7d27\u6025\u4fee\u8ba2\u6267\u4e1a\u6307\u5f15\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#fffbf0;border-left:3px solid #f59e0b;font-size:15px;line-height:1.7;color:#7a5c1e;\">\u53f7\u54e5\u8bf4\uff1a\u8fd9\u8d77\u5224\u4f8b\u5212\u6e05\u4e86 AI \u8f85\u52a9\u4e0e AI \u7529\u9505\u7684\u6cd5\u5f8b\u7ea2\u7ebf\u3002\u5b83\u5012\u903c\u6cd5\u5f8b\u3001\u533b\u7597\u3001\u91d1\u878d\u7b49\u5f3a\u8d23\u4efb\u884c\u4e1a\u91cd\u65b0\u8bbe\u8ba1\u5de5\u4f5c\u6d41\uff1aAI \u53ea\u80fd\u63d0\u5efa\u8bae\uff0c\u5173\u952e\u7ed3\u8bba\u5fc5\u987b\u7ecf\u4eba\u7c7b\u4ea4\u53c9\u9a8c\u8bc1\u5e76\u7559\u75d5\u2014\u2014\u5426\u5219\uff0c\u677f\u5b50\u6253\u5728\u5177\u4f53\u6267\u884c\u4eba\u8eab\u4e0a\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#eef0ff;border-left:3px solid #635be7;font-size:15px;line-height:1.7;color:#433c9e;\">\u843d\u5730\u63d0\u70b9\uff1a\u4e13\u4e1a\u670d\u52a1\u673a\u6784\u7acb\u523b\u884c\u52a8\uff1a\u5728\u5408\u540c\u91cc\u660e\u786e AI \u4f7f\u7528\u8fb9\u754c\uff0c\u5728\u7cfb\u7edf\u91cc\u5f3a\u5236\u6dfb\u52a0\u2018\u4eba\u5de5\u590d\u6838\u2019\u6b65\u9aa4\u5e76\u81ea\u52a8\u5b58\u8bc1\uff0c\u5426\u5219\u4e0b\u4e00\u4e2a\u88ab\u7f5a\u7684\u5c31\u662f\u4f60\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">The Verge AI \u00b7 <a href=\"https:\/\/www.theverge.com\/ai-artificial-intelligence\/994207\/chatgpt-new-mexico-lawyer-fined-murder-appeal\" style=\"color:#2563eb;text-decoration:none;word-break:break-all;\" target=\"_blank\" rel=\"nofollow noopener\">\u9605\u8bfb\u539f\u6587<\/a><\/p>\n<hr style=\"margin:20px 0;border:none;border-top:1px solid #eaeef3;\">\n<h2 style=\"margin:26px 0 10px 0;font-size:18px;font-weight:bold;color:#1a202c;line-height:1.5;\">4. OpenAI Navier-Stokes \u6a21\u578b\u9644\u5e26 Lean 4 \u5f62\u5f0f\u5316\u8bc1\u660e\uff1aAI \u79d1\u7814\u6210\u679c\u6b63\u8fc8\u5411\u6570\u5b66\u7ea7\u53ef\u9a8c\u8bc1<\/h2>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">OpenAI \u53d1\u5e03 Navier-Stokes \u65b9\u7a0b\u6c42\u89e3\u6a21\u578b\uff0c\u540c\u6b65\u516c\u5f00\u5176\u6838\u5fc3\u7b97\u6cd5\u7684 Lean 4 \u5f62\u5f0f\u5316\u8bc1\u660e\u6587\u4ef6\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u8be5\u8bc1\u660e\u7ecf\u8ba1\u7b97\u673a\u8f85\u52a9\u9a8c\u8bc1\uff0c\u786e\u8ba4\u6a21\u578b\u63a8\u5bfc\u8fc7\u7a0b\u7b26\u5408\u6570\u5b66\u516c\u7406\u7cfb\u7edf\uff0c\u675c\u7edd\u903b\u8f91\u6f0f\u6d1e\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u6b64\u4e3e\u5c06 AI \u79d1\u7814\u4ece\u2018\u5b9e\u9a8c\u53ef\u590d\u73b0\u2019\u63a8\u5411\u2018\u903b\u8f91\u53ef\u9a8c\u8bc1\u2019\uff0c\u4e3a\u7269\u7406\u4eff\u771f\u3001\u82af\u7247\u8bbe\u8ba1\u7b49\u9ad8\u53ef\u9760\u6027\u9886\u57df\u94fa\u8def\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#fffbf0;border-left:3px solid #f59e0b;font-size:15px;line-height:1.7;color:#7a5c1e;\">\u53f7\u54e5\u8bf4\uff1a\u8fd9\u662f AI \u4e0e\u5f62\u5f0f\u5316\u65b9\u6cd5\u7684\u91cc\u7a0b\u7891\u878d\u5408\u3002\u5f53\u6a21\u578b\u4e0d\u4ec5\u2018\u7b97\u5f97\u5bf9\u2019\uff0c\u8fd8\u80fd\u2018\u8bc1\u5f97\u660e\u2019\uff0c\u5b83\u5c31\u5177\u5907\u4e86\u8fdb\u5165\u822a\u5929\u3001\u6838\u7535\u3001\u836f\u7269\u7814\u53d1\u7b49\u2018\u96f6\u5bb9\u9519\u2019\u9886\u57df\u7684\u8d44\u683c\u2014\u2014\u79d1\u7814\u673a\u6784\u548c\u9ad8\u7aef\u5236\u9020\u4f01\u4e1a\u5e94\u91cd\u70b9\u5173\u6ce8\u6b64\u7c7b\u53ef\u9a8c\u8bc1 AI \u7684\u6f14\u8fdb\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#eef0ff;border-left:3px solid #635be7;font-size:15px;line-height:1.7;color:#433c9e;\">\u843d\u5730\u63d0\u70b9\uff1a\u641e\u4eff\u771f\u7684\u5de5\u7a0b\u5e08\u522b\u53ea\u770b\u7cbe\u5ea6\uff0c\u4e0b\u6b21\u9009\u6a21\u578b\u524d\u5148\u67e5\u67e5\u5b83\u6709\u6ca1\u6709\u914d\u5957\u7684\u5f62\u5f0f\u5316\u8bc1\u660e\uff0c\u90a3\u624d\u662f\u771f\u00b7\u519b\u5de5\u7ea7\u53ef\u9760\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">Hacker News \u00b7 <a href=\"https:\/\/www.johndcook.com\/blog\/2026\/09\/09\/formal-method-revolution\/\" style=\"color:#2563eb;text-decoration:none;word-break:break-all;\" target=\"_blank\" rel=\"nofollow noopener\">\u9605\u8bfb\u539f\u6587<\/a><\/p>\n<hr style=\"margin:20px 0;border:none;border-top:1px solid #eaeef3;\">\n<h2 style=\"margin:26px 0 10px 0;font-size:18px;font-weight:bold;color:#1a202c;line-height:1.5;\">5. Instagram \u5934\u90e8\u8d1f\u8d23\u4eba\u8bc1\u5b9e\uff1a\u5173\u95ed\u7b97\u6cd5\u63a8\u8350\u540e\u7528\u6237\u4e92\u52a8\u7387\u4e0b\u964d 50%<\/h2>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">Instagram CEO Adam Mosseri \u5411\u6fb3\u5927\u5229\u4e9a\u76d1\u7ba1\u673a\u6784\u8bc1\u5b9e\uff0c\u82e5\u79fb\u9664\u4e2a\u6027\u5316\u63a8\u8350\u7b97\u6cd5\uff0c\u7528\u6237\u5e73\u5747\u6bcf\u65e5\u4e92\u52a8\u6b21\u6570\uff08\u70b9\u8d5e\u3001\u8bc4\u8bba\u3001\u5206\u4eab\uff09\u4e0b\u964d\u7ea6 50%\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u8be5\u6570\u636e\u6765\u81ea\u6fb3\u5927\u5229\u4e9a\u5f3a\u5236\u7b97\u6cd5\u900f\u660e\u5316\u8bd5\u70b9\uff0c\u9a8c\u8bc1\u4e86\u63a8\u8350\u7cfb\u7edf\u5bf9\u7528\u6237\u7c98\u6027\u7684\u6838\u5fc3\u4f5c\u7528\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">Meta 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#635be7;font-size:15px;line-height:1.7;color:#433c9e;\">\u843d\u5730\u63d0\u70b9\uff1a\u505a\u7528\u6237\u8fd0\u8425\u7684\u540c\u5b66\u8bb0\u4f4f\uff1a\u4f60\u7684\u589e\u957f\u7b56\u7565\u5982\u679c\u6ca1\u628a AI \u63a8\u8350\u4f5c\u4e3a\u5e95\u5c42\u53d8\u91cf\uff0c\u90a3\u5927\u6982\u7387\u662f\u5728\u7a7a\u4e2d\u5efa\u697c\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">Hacker News \u00b7 <a href=\"https:\/\/thenextweb.com\/news\/mosseri-instagram-algorithm-opt-out-engagement-australia\" style=\"color:#2563eb;text-decoration:none;word-break:break-all;\" target=\"_blank\" rel=\"nofollow noopener\">\u9605\u8bfb\u539f\u6587<\/a><\/p>\n<p style=\"margin:24px 0 0 0;padding-top:12px;border-top:1px solid #eaeef3;font-size:13px;color:#9aa5b1;line-height:1.7;\">\u2014\u2014\u2014\u2014 \u5173\u4e8e\u6211\u4eec \u2014\u2014\u2014\u2014<\/p>\n<p style=\"margin:24px 0 0 0;padding-top:12px;border-top:1px solid 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0;padding-top:12px;border-top:1px solid #eaeef3;font-size:13px;color:#9aa5b1;line-height:1.7;\">\u672c\u6587\u4e3a \u56fd\u5916\u6700\u65b0\u7684AI\u8d44\u8baf\u6458\u8981\u4e0e\u70b9\u8bc4\uff0c\u975e\u539f\u6587\u8f6c\u8f7d\uff1b\u7248\u6743\u5f52\u539f\u4f5c\u8005\u6240\u6709\uff0c\u70b9\u51fb\u94fe\u63a5\u53ef\u8bfb\u539f\u6587\u3002<\/p>\n<hr style=\"border:none;border-top:1px solid #e5e7eb;margin:28px 0 16px\">\n<p style=\"font-size:17px;font-weight:600;color:#1f2937;margin:0 0 8px\">\ud83d\udcda \u5f80\u671f\u56de\u987e<\/p>\n<ul style=\"padding-left:20px;color:#2563eb;font-size:15px;line-height:1.7\">\n<li style=\"margin:6px 0\"><a href=\"https:\/\/www.idolool.com\/ai\/ai-info-2026-09-11\/\">OpenAI Agents API \u516c\u6d4b\uff1aCodex \u5e95\u5ea7\u76f4\u63a5\u8c03\u7528\uff0c\u652f\u6301\u957f\u5468\u671f\u2026\uff5cAI\u843d\u5730\u4e0eAgent<\/a><\/li>\n<li style=\"margin:6px 0\"><a href=\"https:\/\/www.idolool.com\/ai\/ai-info-2026-09-10\/\">Heurist Finance\u7528Bedrock AgentCore\u5efaAI\u6295\u8d44\u5de5\u2026\uff5cAI\u843d\u5730\u4e0eAgent<\/a><\/li>\n<li style=\"margin:6px 0\"><a href=\"https:\/\/www.idolool.com\/ai\/ai-info-2026-09-09\/\">HPE Zerto\u7528Bedrock\u5efa\u672c\u5730\u5316\u6545\u969c\u6392\u67e5Agent\uff5cAI\u843d\u5730\u4e0eAgent<\/a><\/li>\n<li style=\"margin:6px 0\"><a href=\"https:\/\/www.idolool.com\/ai\/ai-info-2026-09-08\/\">OpenAI\u5185\u90e8AI\u7814\u7a76\u5b9e\u4e60\u751f\u65e5\u5747\u5b8c\u62103.1\u4eba\u5929\u5de5\u4f5c\u91cf\uff5cAI\u843d\u5730\u4e0eAgent<\/a><\/li>\n<li style=\"margin:6px 0\"><a href=\"https:\/\/www.idolool.com\/ai\/ai-info-2026-09-07\/\">OpenAI Astra\u8ba9\u5185\u90e8\u7814\u53d1\u8ba1\u5212\u63d0\u524d6\u4e2a\u6708\uff0cAgent\u771f\u80fd\u62c9\u5feb\u7814\u53d1\u8282\u594f\uff5cAI\u843d\u5730\u4e0eAgent<\/a><\/li>\n<li style=\"margin:6px 0\"><a href=\"https:\/\/www.idolool.com\/ai\/ai-info-2026-09-06\/\">AWS\u4e0a\u7ebf\u591a\u6a21\u6001WhatsApp\u8ba2\u9910Agent\uff0c\u652f\u6301\u8bed\u97f3+\u5b9e\u65f6\u901a\u8bdd\uff5cAI\u843d\u5730\u4e0eAgent<\/a><\/li>\n<li style=\"margin:6px 0\"><a href=\"https:\/\/www.idolool.com\/ai\/ai-info-2026-09-04\/\">Legora\u7528GPT-6 Astra\u5ba141\u4efd\u8d22\u62a5\u6587\u6863\uff0c5\u5206\u949f\u63ea\u51fa\u5168\u90e84\u4e2a\u9519\u8bef\uff5cAI\u843d\u5730\u4e0eAgent<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u6709\u4eba\u628a\u6574\u5957\u62a5\u5173\u6d41\u7a0b\u4ea4\u7ed9\u4e86 Agent\uff0c\u4eba\u53ea\u7b7e\u5b57\uff1b\u73b0\u5728 AWS \u544a\u8bc9\u4f60\uff1aAgent 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