{"id":495,"date":"2026-08-22T07:54:20","date_gmt":"2026-08-21T23:54:20","guid":{"rendered":"https:\/\/www.idolool.com\/ai\/ai-info-2026-08-22\/"},"modified":"2026-08-22T07:54:20","modified_gmt":"2026-08-21T23:54:20","slug":"ai-info-2026-08-22","status":"publish","type":"post","link":"https:\/\/www.idolool.com\/ai\/ai-info-2026-08-22\/","title":{"rendered":"AWS\u63a8ADOP\uff1a\u7528AI Agent\u628a\u6570\u636e\u5de5\u7a0b\u4ece\u5468\u538b\u7f29\u5230\u5c0f\u65f6\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\u4e86Agent\uff0c\u4eba\u53ea\u7b7e\u5b57\uff1b\u4eca\u5929AWS\u53c8\u8ba9\u6570\u636e\u5de5\u7a0b\u5e08\u4e0b\u73ed\u524d\u63d0\u4ea4\u9700\u6c42\uff0c\u7b2c\u4e8c\u5929\u65e9\u4e0a\u5c31\u80fd\u8dd1\u901aBronze\u2192Gold\u5168\u94fe\u8def\u2014\u2014\u4e0d\u662fPPT\uff0c\u662f\u5df2\u5728\u822a\u7a7a\u3001\u91d1\u878d\u5ba2\u6237\u843d\u5730\u7684\u53c2\u8003\u67b6\u6784\u3002<\/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\u53d1\u5e03ADOP\uff1a\u7528AI Agent\u5c06\u6570\u636e\u5de5\u7a0b\u5468\u671f\u4ece\u6570\u5468\u538b\u7f29\u81f3\u6570\u5c0f\u65f6<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59\/2026\/08\/18\/ML-20916-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 12px 0;font-size:16px;line-height:1.85;color:#2d3748;\">ADOP\uff08Agentic Data Operations Platform\uff09\u4e0d\u662f\u65b0\u6a21\u578b\uff0c\u800c\u662f\u4e00\u5957\u57fa\u4e8eAmazon Bedrock\u6784\u5efa\u7684\u3001\u5f00\u7bb1\u5373\u7528\u7684AI Agent\u53c2\u8003\u67b6\u6784\uff0c\u5b83\u628a\u4f20\u7edf\u6570\u636e\u5de5\u7a0b\u4e2d\u2018\u63a5\u6e90\u2192\u6e05\u6d17\u2192\u5efa\u6a21\u2192\u6cbb\u7406\u2019\u7684\u4e32\u884c\u4eba\u529b\u6d41\u7a0b\uff0c\u62c6\u89e3\u4e3a\u591a\u4e2a\u4e13\u4e1aAgent\u534f\u540c\u5de5\u4f5c\u7684\u5e76\u884c\u6d41\u6c34\u7ebf\uff1aSource Connector Agent\u81ea\u52a8\u89e3\u6790API\/\u6570\u636e\u5e93Schema\uff0cTransformer Agent\u6309\u4e1a\u52a1\u89c4\u5219\u751f\u6210SQL\u6216PySpark\u903b\u8f91\uff0cGovernance Agent\u5b9e\u65f6\u5d4c\u5165GDPR\/CCPA\u7b56\u7565\u6821\u9a8c\uff0cCatalog Agent\u540c\u6b65\u66f4\u65b0DataHub\u5143\u6570\u636e\u3002\u5173\u952e\u5728\u4e8e\u6240\u6709Agent\u5171\u4eab\u7edf\u4e00\u7684\u2018\u6570\u636e\u5951\u7ea6\u2019\u534f\u8bae\uff0c\u65e0\u9700\u4eba\u5de5\u534f\u8c03\u63a5\u53e3\u3002<\/p>\n<p style=\"margin:0 0 12px 0;font-size:16px;line-height:1.85;color:#2d3748;\">\u5bf9\u60f3\u505aAI\u81ea\u52a8\u5316\u7684\u4f01\u4e1a\u6765\u8bf4\uff0cADOP\u7684\u4ef7\u503c\u4e0d\u5728\u2018\u70ab\u6280\u2019\uff0c\u800c\u5728\u2018\u53ef\u590d\u7528\u2019\u2014\u2014\u5b83\u76f4\u63a5\u5bf9\u5e94\u4f01\u4e1a\u6700\u75db\u7684\u2018\u65b0\u4e1a\u52a1\u7cfb\u7edf\u4e0a\u7ebf\u6162\u2019\u95ee\u9898\uff1a\u67d0\u822a\u53f8\u5ba2\u6237\u7528ADOP\u63a5\u51653\u4e2a\u65b0\u673a\u573aIoT\u6570\u636e\u6e90\uff0c\u539f\u672c\u97006\u540d\u5de5\u7a0b\u5e08\u30012\u5468\u5b8c\u6210\u7684Bronze-to-Silver\u7ba1\u9053\uff0c\u73b0\u57281\u4eba\u914d\u7f6eAgent\u53c2\u6570+\u5ba1\u6838\u8f93\u51fa\uff0c4\u5c0f\u65f6\u4e0a\u7ebf\u3002\u5bf9\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u5b83\u63d0\u4f9b\u4e86Bedrock AgentCore\u5728\u771f\u5b9e\u6570\u636e\u573a\u666f\u4e0b\u7684\u5b8c\u6574\u8c03\u7528\u8303\u5f0f\uff1a\u5982\u4f55\u8ba9Agent\u7406\u89e3SQL\u610f\u56fe\u3001\u5982\u4f55\u6ce8\u5165\u884c\u7ea7\u6743\u9650\u3001\u5982\u4f55\u8ba9\u6cbb\u7406\u89c4\u5219\u53ef\u63d2\u62d4\uff0c\u6bd4\u4efb\u4f55\u6559\u7a0b\u90fd\u624e\u5b9e\u3002<\/p>\n<p style=\"margin:0 0 12px 0;font-size:16px;line-height:1.85;color:#2d3748;\">\u8fd9\u4e0d\u662f\u2018\u672a\u6765\u65b9\u6848\u2019\uff0c\u800c\u662f\u2018\u660e\u5929\u5c31\u80fd\u6284\u7684\u4f5c\u4e1a\u2019\uff1aADOP\u5168\u90e8\u4ee3\u7801\u5f00\u6e90\uff0c\u4f9d\u8d56\u4ec5AWS\u539f\u751f\u670d\u52a1\uff08\u65e0\u7b2c\u4e09\u65b9\u9ed1\u76d2\uff09\uff0c\u4e2d\u5c0f\u56e2\u961f\u53ef\u5148\u62ff\u4e00\u4e2a\u79bb\u7ebf\u65e5\u5fd7\u89e3\u6790\u573a\u666f\u8bd5\u8dd1\u2014\u2014\u91cd\u70b9\u4e0d\u662fAgent\u591a\u806a\u660e\uff0c\u800c\u662f\u5b83\u662f\u5426\u80fd\u628a\u4f60\u6700\u91cd\u590d\u7684\u2018\u6539SQL\u5b57\u6bb5\u540d+\u8865\u7a7a\u503c\u903b\u8f91+\u63d0\u5de5\u5355\u7ed9\u5408\u89c4\u90e8\u2019\u8fd9\u4e09\u6b65\uff0c\u53d8\u6210\u4e00\u6b21\u70b9\u51fb\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\u53d1\u5e03ADOP\uff1a\u7528AI Agent\u5c06\u6570\u636e\u5de5\u7a0b\u5468\u671f\u4ece\u6570\u5468\u538b\u7f29\u81f3\u6570\u5c0f\u65f6<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59\/2026\/08\/18\/ML-20916-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;\">ADOP\u662f\u57fa\u4e8eAmazon Bedrock\u7684\u53c2\u8003\u67b6\u6784\uff0c\u4f7f\u7528\u591a\u4e2a\u4e13\u7528AI Agent\u534f\u540c\u5b8c\u6210Bronze\u2192Silver\u2192Gold\u6570\u636e\u7ba1\u9053\u5168\u751f\u547d\u5468\u671f\u81ea\u52a8\u5316\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u65b0\u6570\u636e\u6e90\u63a5\u5165\u65f6\u95f4\u4ece\u4f20\u7edf\u6570\u5468\u7f29\u77ed\u81f3\u5c0f\u65f6\u7ea7\uff0c\u4e14\u5185\u7f6e\u6570\u636e\u6cbb\u7406\u4e0e\u5408\u89c4\u63a7\u5236\uff0c\u4e0d\u727a\u7272\u5b89\u5168\u6027\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5df2\u5e94\u7528\u4e8e\u822a\u7a7a\u3001\u91d1\u878d\u7b49\u884c\u4e1a\u5ba2\u6237\uff0c\u652f\u6301\u5b9e\u65f6\u76d1\u63a7\u3001\u8840\u7f18\u8ffd\u8e2a\u548c\u7b56\u7565\u9a71\u52a8\u7684\u6570\u636e\u8d28\u91cf\u6821\u9a8c\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\u2018\u5f00\u7bb1\u5373\u7528\u2019\u7684AI\u6570\u636e\u5de5\u7a0b\u65b9\u6848\uff1a\u4e0d\u4f9d\u8d56\u5b9a\u5236\u5927\u6a21\u578b\uff0c\u800c\u662f\u901a\u8fc7Agent\u89d2\u8272\u5206\u5de5+\u5951\u7ea6\u5316\u534f\u4f5c\u89e3\u51b3\u6570\u636e\u56e2\u961f\u957f\u671f\u5b58\u5728\u7684\u2018\u5f00\u53d1\u5feb\u4f46\u4e0a\u7ebf\u6162\u3001\u4e0a\u7ebf\u5feb\u4f46\u6cbb\u7406\u96be\u2019\u77db\u76fe\u3002\u5bf9CIO\u800c\u8a00\uff0c\u5b83\u628a\u6570\u636e\u5e73\u53f0\u5efa\u8bbe\u4ece\u9879\u76ee\u5236\u8f6c\u5411\u4ea7\u54c1\u5316\uff1b\u5bf9\u6570\u636e\u5de5\u7a0b\u5e08\u800c\u8a00\uff0c\u610f\u5473\u7740\u4ece\u5199SQL\u5de5\u5320\u5347\u7ea7\u4e3aAgent\u7f16\u6392\u5e08\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\u81ea\u7814Agent\u6846\u67b6\u2014\u2014\u5148\u7528ADOP\u8dd1\u901a\u4e00\u4e2a\u5185\u90e8BI\u62a5\u8868\u7684\u81ea\u52a8ETL\uff0c\u9a8c\u8bc1\u6570\u636e\u5951\u7ea6\u8bbe\u8ba1\u662f\u5426\u5408\u7406\uff0c\u518d\u51b3\u5b9a\u662f\u5426\u66ff\u6362\u73b0\u6709Airflow\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\/agentic-data-operations-platform-adop-data-engineering-into-hours\/\" 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\u63a8\u51faAgentCore Gateway\uff1a\u4e3a\u4f01\u4e1a\u5de5\u5177\u8bbf\u95ee\u5efa\u7acb\u56db\u9636\u6bb5\u6cbb\u7406\u6a21\u578b<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59\/2026\/08\/14\/ML-21003-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;\">AgentCore Gateway\u63d0\u4f9b\u4e00\u79cd\u6e10\u8fdb\u5f0f\u6cbb\u7406\u8def\u5f84\uff0c\u5206\u4e3aConnect\uff08\u8fde\u901a\uff09\u3001Control\uff08\u7ba1\u63a7\uff09\u3001Catalog\uff08\u76ee\u5f55\uff09\u3001Harden\uff08\u52a0\u56fa\uff09\u56db\u4e2a\u6210\u719f\u5ea6\u9636\u6bb5\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u4f01\u4e1a\u65e0\u9700\u91cd\u6784\u73b0\u6709IT\u7cfb\u7edf\uff0c\u5373\u53ef\u4e3aAI Agent\u8d4b\u4e88\u53d7\u63a7\u3001\u53ef\u5ba1\u8ba1\u7684\u5de5\u5177\u8c03\u7528\u6743\u9650\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u8be5\u6a21\u578b\u5f3a\u8c03\u2018\u6309\u6cbb\u7406\u75db\u70b9\u6f14\u8fdb\u2019\uff0c\u907f\u514d\u4e00\u6b65\u5230\u4f4d\u5bfc\u81f4Agent\u80fd\u529b\u88ab\u8fc7\u5ea6\u9650\u5236\u800c\u5931\u53bb\u4ef7\u503c\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\u591a\u6570\u4f01\u4e1a\u5361\u5728\u2018\u4e0d\u6562\u653e\u6743\u2019\uff1a\u6015Agent\u4e71\u8c03\u7528CRM\/ERP\u9020\u6210\u6570\u636e\u6cc4\u9732\u6216\u8bef\u64cd\u4f5c\u3002AgentCore Gateway\u7684\u56db\u9636\u6bb5\u6a21\u578b\u76f4\u51fb\u8fd9\u4e00\u6b7b\u7ed3\u2014\u2014\u5b83\u4e0d\u8981\u6c42\u4f01\u4e1a\u7acb\u523b\u4e0a\u9a6c\u96f6\u4fe1\u4efb\u7f51\u5173\uff0c\u800c\u662f\u5141\u8bb8\u5148\u4ece\u2018\u53ea\u8bfbCRM\u8054\u7cfb\u4eba\u2019\u8fd9\u79cd\u4f4e\u98ce\u9669\u573a\u666f\u8d77\u6b65\uff0c\u7528\u5b9e\u9645\u6536\u76ca\u8bc1\u660eAgent\u4ef7\u503c\u540e\u518d\u63a8\u8fdb\u9ad8\u9636\u6cbb\u7406\uff0c\u6781\u5927\u964d\u4f4e\u843d\u5730\u963b\u529b\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\u5148\u505aControl\u9636\u6bb5\uff1a\u7528IAM\u7b56\u7565\u9650\u5b9aAgent\u53ea\u80fd\u8c03\u7528\u6307\u5b9aAPI\u7aef\u70b9+\u9650\u5b9aHTTP\u65b9\u6cd5\uff0c\u6bd4\u5199RBAC\u89c4\u5219\u5feb10\u500d\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\/govern-ai-agent-tool-access-with-amazon-bedrock-agentcore-gateway\/\" 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. Panasonic Avionics\u7528AWS Agentic AI\u5c06\u673a\u4e0a\u5a31\u4e50\u6545\u969c\u8bca\u65ad\u4ece\u5c0f\u65f6\u7ea7\u964d\u81f3\u5206\u949f\u7ea7<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59\/2026\/08\/18\/ML-20350-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;\">\u8be5\u7cfb\u7edf\u57fa\u4e8eAmazon Bedrock\u3001SageMaker\u548cAWS Glue\u6784\u5efa\uff0c\u80fd\u8de8\u5168\u7403\u673a\u961f\u5b9e\u65f6\u8bca\u65adIFEC\uff08\u673a\u4e0a\u5a31\u4e50\u4e0e\u8fde\u63a5\uff09\u6545\u969c\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u8bca\u65ad\u51c6\u786e\u7387\u4fdd\u630199.2%\uff0c\u5e73\u5747\u54cd\u5e94\u65f6\u95f4\u4ece3.2\u5c0f\u65f6\u7f29\u77ed\u81f36.7\u5206\u949f\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">Agent\u80fd\u81ea\u52a8\u5173\u8054\u98de\u884c\u65e5\u5fd7\u3001\u786c\u4ef6\u4f20\u611f\u5668\u6570\u636e\u4e0e\u7ef4\u4fee\u77e5\u8bc6\u5e93\uff0c\u751f\u6210\u5e26\u6839\u56e0\u5206\u6790\u7684\u5904\u7f6e\u5efa\u8bae\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\u5c11\u89c1\u7684\u2018\u786c\u5b9e\u65f6+\u9ad8\u53ef\u9760\u2019Agent\u5de5\u4e1a\u843d\u5730\u6848\u4f8b\uff1a\u4e0d\u540c\u4e8e\u5ba2\u670d\/\u529e\u516c\u573a\u666f\uff0c\u822a\u7a7a\u7535\u5b50\u7cfb\u7edf\u8981\u6c42\u6beb\u79d2\u7ea7\u54cd\u5e94\u4e0e\u96f6\u8bef\u5224\u3002\u5176\u6838\u5fc3\u5e76\u975e\u5927\u6a21\u578b\u591a\u5f3a\uff0c\u800c\u662fAgent\u5982\u4f55\u7ed3\u6784\u5316\u5904\u7406\u591a\u6e90\u5f02\u6784\u65f6\u5e8f\u6570\u636e\uff08\u5982\u632f\u52a8\u9891\u7387+\u6e29\u5ea6\u66f2\u7ebf+\u9519\u8bef\u7801\u7ec4\u5408\uff09\uff0c\u8fd9\u5bf9\u5236\u9020\u3001\u80fd\u6e90\u7b49\u91cd\u8d44\u4ea7\u884c\u4e1a\u6709\u6781\u5f3a\u8fc1\u79fb\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\u5236\u9020\u4e1a\u60f3\u6284\u4f5c\u4e1a\uff1f\u5148\u786e\u4fdd\u4f60\u7684\u8bbe\u5907\u6570\u636e\u5df2\u63a5\u5165\u65f6\u5e8f\u6570\u636e\u5e93\uff08\u5982Timestream\uff09\uff0c\u518d\u8ba9Agent\u5b66\u7740\u770b\u2018\u6ce2\u5f62+\u4e8b\u4ef6\u2019\u5173\u8054\u6a21\u5f0f\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\/accelerating-aircraft-ifec-diagnostics-with-agentic-ai-on-aws\/\" 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. MarkTechPost\u6559\u7a0b\uff1a\u7528AutoFigure\u6784\u5efa\u6587\u6863\u667a\u80fdAgent\u6d41\u6c34\u7ebf\uff0c\u81ea\u52a8\u751f\u6210\u79d1\u7814\u56fe\u8868<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.marktechpost.com\/wp-content\/uploads\/2026\/08\/blog619100-18.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;\">AutoFigure\u662f\u4e00\u4e2a\u5f00\u6e90\u5de5\u5177\u5305\uff0c\u80fd\u6839\u636e\u6587\u672c\u63cf\u8ff0\u6216PDF\u8bba\u6587\u5185\u5bb9\uff0c\u81ea\u52a8\u751f\u6210\u7b26\u5408\u51fa\u7248\u89c4\u8303\u7684\u79d1\u5b66\u56fe\u8868\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u6559\u7a0b\u6f14\u793a\u4e86\u5982\u4f55\u914d\u7f6eAPI\u9a71\u52a8\u7684\u5de5\u4f5c\u6d41\uff0c\u652f\u6301\u81ea\u5b9a\u4e49\u5f15\u7528\u6837\u5f0f\u3001\u56fe\u4f8b\u4f4d\u7f6e\u53ca\u6279\u91cf\u5bfc\u51fa\u56fe\u5e93\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u8be5\u65b9\u6848\u5c06\u79d1\u7814\u4eba\u5458\u624b\u52a8\u7ed8\u56fe\u8017\u65f6\uff08\u5e73\u57474.2\u5c0f\u65f6\/\u56fe\uff09\u538b\u7f29\u81f32\u5206\u949f\u5185\uff0c\u5e76\u652f\u6301\u7248\u672c\u5316\u8fed\u4ee3\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\u2018\u6587\u6863\u667a\u80fd\u2019\u9886\u57df\u5c11\u6709\u7684\u7aef\u5230\u7aefAgent\u5b9e\u8df5\uff1a\u5b83\u4e0d\u53eaOCR\u8bc6\u522b\u6587\u5b57\uff0c\u800c\u662f\u8ba9Agent\u7406\u89e3\u2018Figure 3a\u5e94\u5c55\u793aX\u4e0eY\u7684\u8d1f\u76f8\u5173\u8d8b\u52bf\uff0c\u8bef\u5dee\u68d2\u4e3aSD\uff0c\u5b57\u4f53\u7528Times New Roman\u2019\u8fd9\u7c7b\u590d\u5408\u6307\u4ee4\u3002\u5bf9\u6cd5\u5f8b\u3001\u54a8\u8be2\u3001\u533b\u7597\u7b49\u91cd\u5ea6\u6587\u6863\u884c\u4e1a\uff0c\u610f\u5473\u7740\u5408\u540c\u6761\u6b3e\u6bd4\u5bf9\u3001\u8bca\u7597\u62a5\u544a\u751f\u6210\u7b49\u573a\u666f\u53ef\u5feb\u901f\u590d\u7528\u6b64\u8303\u5f0f\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\u5f8b\u6240\u52a9\u7406\u522b\u6025\u7740\u5b66Python\u2014\u2014\u5148\u7528AutoFigure\u6a21\u677f\u8dd1\u901a\u4e00\u4efd\u5e76\u8d2d\u5c3d\u8c03\u6458\u8981\u7684\u81ea\u52a8\u56fe\u8868\u751f\u6210\uff0c\u6548\u679c\u7acb\u73b0\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">MarkTechPost \u00b7 <a href=\"https:\/\/www.marktechpost.com\/2026\/08\/21\/building-agentic-document-intelligence-pipelines-creating-scientific-figures-with-autofigure\/\" 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. Nvidia\u7814\u7a76\u8bc1\u5b9e\uff1aAgent\u6027\u80fd\u74f6\u9888\u5e38\u5728\u2018\u9a7e\u9a6d\u65b9\u5f0f\u2019\u800c\u975e\u6a21\u578b\u672c\u8eab<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/techcrunch.com\/wp-content\/uploads\/2026\/08\/Nvidia-VP-of-product-Adel-El-Hallak.jpg?resize=1200,898\" 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;\">Nvidia\u5b9e\u9a8c\u8bc1\u660e\uff0c\u901a\u8fc7\u7ec6\u7c92\u5ea6\u63d0\u793a\u5de5\u7a0b\u4e0e\u6267\u884c\u7ea6\u675f\uff08\u5982\u5de5\u5177\u8c03\u7528\u767d\u540d\u5355\u3001\u6b65\u9aa4\u56de\u6eda\u673a\u5236\uff09\uff0c\u5f31\u6a21\u578b\u4e5f\u80fd\u7a33\u5b9a\u5b8c\u6210\u590d\u6742\u4efb\u52a1\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">Agent\u5931\u63a7\u4e3b\u56e0\u662f\u7f3a\u4e4f\u2018\u7f30\u7ef3\u2019\uff1a\u672a\u8bbe\u5b9a\u660e\u786e\u7ec8\u6b62\u6761\u4ef6\u3001\u672a\u9694\u79bb\u654f\u611f\u52a8\u4f5c\u3001\u672a\u8bbe\u8ba1fallback\u8def\u5f84\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u8be5\u7ed3\u8bba\u63a8\u52a8\u4e1a\u754c\u4ece\u2018\u5806\u7b97\u529b\u6362\u6a21\u578b\u2019\u8f6c\u5411\u2018\u7cbe\u8bbe\u8ba1\u6362\u9c81\u68d2\u6027\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\u7bc7\u7814\u7a76\u6233\u7834\u4e86\u4e00\u4e2a\u5e7b\u89c9\uff1a\u5f88\u591a\u4f01\u4e1a\u4ee5\u4e3a\u6362GPT-5.6\u5c31\u80fd\u89e3\u51b3Agent\u4e0d\u53ef\u9760\u95ee\u9898\u3002\u5b9e\u9645\u4e0a\uff0cNvidia\u7528\u5b9e\u8bc1\u8868\u660e\uff0c\u7ed9Claude-3-Haiku\u914d\u4e0a\u4e25\u8c28\u7684Tool Calling Schema\u548cStep-by-Step Validation Chain\uff0c\u5176\u4efb\u52a1\u5b8c\u6210\u7387\u53cd\u8d85\u672a\u7ecf\u7ea6\u675f\u7684GPT-5.6\u3002\u8fd9\u5bf9\u9884\u7b97\u6709\u9650\u7684\u4e2d\u5c0f\u4f01\u4e1a\u662f\u91cd\u5927\u5229\u597d\u2014\u2014\u7701\u4e0b\u767e\u4e07API\u8d26\u5355\uff0c\u628a\u94b1\u82b1\u5728Agent\u6d41\u7a0b\u8bbe\u8ba1\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\u522b\u8ff7\u4fe1\u9876\u7ea7\u6a21\u578b\u2014\u2014\u5148\u7528bedrock.titan-text-express-v1\u914dAgentCore\u505a\u91c7\u8d2d\u5ba1\u6279\u6d41\uff0c\u8dd1\u901a\u518d\u5347\u7ea7\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">TechCrunch AI \u00b7 <a href=\"https:\/\/techcrunch.com\/2026\/08\/21\/nvidia-just-showed-that-the-harness-not-the-ai-model-is-now-the-real-hero\/\" 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. llm-openrouter 0.7\u53d1\u5e03\uff1a\u5168\u9762\u517c\u5bb9OpenRouter\u63a8\u7406\u6a21\u578b\uff0c\u652f\u6301Claude-3.5\/DeepSeek-V4\u7b49\u65b0\u6a21\u578b<\/h2>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u65b0\u7248\u9002\u914dLLM 0.32\uff0c\u663e\u8457\u63d0\u5347\u5bf9OpenRouter\u4e0a\u63a8\u7406\u578b\u5927\u6a21\u578b\uff08\u5982Claude-3.5-Sonnet\u3001DeepSeek-V4\uff09\u7684\u8c03\u7528\u7a33\u5b9a\u6027\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u65b0\u589e\u6a21\u578b\u8def\u7531\u7b56\u7565\uff0c\u53ef\u6309\u6210\u672c\/\u5ef6\u8fdf\/\u80fd\u529b\u81ea\u52a8\u5207\u6362\u540e\u7aef\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u547d\u4ee4\u884c\u5de5\u5177\u94fe\u5b8c\u5584\uff0c\u652f\u6301\u4e00\u952e\u90e8\u7f72\u672c\u5730Agent\u670d\u52a1\uff0c\u65e0\u9700Docker\u6216Python\u73af\u5883\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\uff1aSimon Willison\u7684LLM\u751f\u6001\u6b63\u6210\u4e3a\u5f00\u53d1\u8005\u4e8b\u5b9e\u6807\u51c6\uff1a\u76f8\u6bd4LangChain\u7684\u590d\u6742\u62bd\u8c61\uff0cllm-openrouter\u7528\u6781\u7b80CLI\u5c01\u88c5\u4e86\u6a21\u578b\u8c03\u7528\u3001\u7f13\u5b58\u3001\u63d2\u4ef6\u6269\u5c55\u5168\u6d41\u7a0b\u30020.7\u7248\u5bf9OpenRouter\u7684\u652f\u6301\uff0c\u8ba9\u5f00\u53d1\u8005\u80fd\u96f6\u6210\u672c\u63a5\u5165\u6700\u65b0\u95ed\u6e90\u6a21\u578b\uff08\u5982\u521a\u53d1\u5e03\u7684Claude Mythos 5\uff09\uff0c\u8fd9\u5bf9\u60f3\u5feb\u901f\u9a8c\u8bc1Agent\u60f3\u6cd5\u7684\u4e2a\u4eba\u5f00\u53d1\u8005\u662f\u964d\u7ef4\u6253\u51fb\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\u5b66Agent\u5f00\u53d1\uff1f\u522b\u78b0LangChain\u2014\u2014\u88c5\u597dllm + llm-openrouter\uff0c\u75283\u6761\u547d\u4ee4\u642d\u8d77\u81ea\u5df1\u7684\u2018\u6a21\u578b\u8def\u7531\u5668\u2019\uff0c\u6bd4\u5199100\u884cPython\u8fd8\u5feb\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">Simon Willison \u00b7 <a href=\"https:\/\/simonwillison.net\/2026\/Aug\/21\/llm-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;\">2. llm 0.32.1\u4fee\u590d\u5173\u952e\u4f9d\u8d56\u6f0f\u6d1e\uff0c\u89e3\u51b3Fresh Install\u5931\u6548\u95ee\u9898<\/h2>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u7d27\u6025\u4fee\u590d\u56e0OpenAI Python SDK\u5f03\u7528httpx\u5bfc\u81f4\u7684\u65b0\u5b89\u88c5\u5931\u8d25\u95ee\u9898\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u72ec\u7acb\u58f0\u660ehttpx\u4f9d\u8d56\uff0c\u786e\u4fddLLM\u6838\u5fc3\u529f\u80fd\u4e0d\u968f\u4e0a\u6e38\u5e93\u53d8\u66f4\u800c\u4e2d\u65ad\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u8be5\u7248\u672c\u662f\u6240\u6709\u57fa\u4e8eLLM\u6784\u5efaAgent\u5de5\u5177\u94fe\u7684\u5fc5\u5347\u57fa\u7840\u7ec4\u4ef6\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\u770b\u4f3c\u662f\u5c0f\u4fee\u5c0f\u8865\uff0c\u5b9e\u5219\u5173\u4e4e\u6574\u4e2a\u8f7b\u91cfAgent\u751f\u6001\u7684\u7a33\u5b9a\u6027\uff1a\u5927\u91cf\u5f00\u53d1\u8005\u7528LLM\u4f5c\u4e3aCLI\u5165\u53e3\uff0c\u8c03\u7528OpenRouter\/Claude\u7b49\u6a21\u578b\u6784\u5efa\u81ea\u52a8\u5316\u811a\u672c\u3002\u82e5\u57fa\u7840\u5de5\u5177\u94fe\u9891\u7e41\u5d29\u6e83\uff0c\u518d\u597d\u7684Agent\u8bbe\u8ba1\u4e5f\u843d\u4e0d\u4e86\u5730\u3002\u8fd9\u6b21\u4fee\u590d\u4f53\u73b0\u4e86Simon Willison\u5bf9\u2018\u5f00\u53d1\u8005\u4f53\u9a8c\u2019\u7684\u6781\u81f4\u628a\u63a7\u2014\u2014\u8ba9\u5de5\u5177\u6d88\u5931\u4e8e\u80cc\u666f\uff0c\u53ea\u7559\u80fd\u529b\u6d6e\u73b0\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\u6240\u6709\u7528LLM\u505aAgent\u7684\u540c\u5b66\uff0c\u4eca\u5929\u7b2c\u4e00\u4ef6\u4e8b\u5c31\u662fpip install -U llm==0.32.1\uff0c\u5426\u5219\u4e0b\u5468\u53ef\u80fd\u8fdehello world\u90fd\u8dd1\u4e0d\u901a\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">Simon Willison \u00b7 <a href=\"https:\/\/simonwillison.net\/2026\/Aug\/21\/llm\/\" 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. Kagi\u65b0\u589e\u2018\u8fc7\u6ee4\u4ed8\u8d39\u5899\u94fe\u63a5\u2019\u8bbe\u7f6e\uff0c\u63d0\u5347AI\u641c\u7d22\u7ed3\u679c\u5b9e\u7528\u6027<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/kagifeedback.org\/assets\/files\/2026-08-21\/1787308096-146018-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;\">\u7528\u6237\u53ef\u5728Kagi\u8bbe\u7f6e\u4e2d\u5f00\u542f\u8be5\u9009\u9879\uff0c\u81ea\u52a8\u6392\u9664\u9700\u8ba2\u9605\u624d\u80fd\u67e5\u770b\u7684\u7f51\u9875\u94fe\u63a5\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u8be5\u529f\u80fd\u57fa\u4e8eKagi\u81ea\u6709\u722c\u866b\u5bf9\u9875\u9762\u5185\u5bb9\u7684\u5b9e\u65f6\u5224\u65ad\uff0c\u975e\u7b80\u5355\u5173\u952e\u8bcd\u5339\u914d\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5b9e\u6d4b\u4f7f\u6280\u672f\u6587\u6863\u3001\u5b66\u672f\u8bba\u6587\u7b49\u957f\u5c3e\u4fe1\u606f\u7684\u53ef\u8bbf\u95ee\u7387\u63d0\u5347\u7ea640%\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\u5f53AI\u641c\u7d22\u5de5\u5177\u5f00\u59cb\u4e3b\u52a8\u5e2e\u4f60\u7ed5\u8fc7\u4ed8\u8d39\u5899\uff0c\u5b83\u5c31\u4ece\u2018\u4fe1\u606f\u805a\u5408\u5668\u2019\u8fdb\u5316\u4e3a\u2018\u77e5\u8bc6\u83b7\u53d6\u4ee3\u7406\u2019\u3002Kagi\u6b64\u4e3e\u867d\u5c0f\uff0c\u5374\u76f4\u51fb\u5f00\u53d1\u8005\u65e5\u5e38\u75db\u70b9\uff1a\u67e5Stack Overflow\u7b54\u6848\u65f6\u4e0d\u518d\u88abMedium\u5899\u62e6\u4f4f\u3002\u5bf9\u60f3\u6784\u5efa\u5782\u76f4\u9886\u57dfAgent\u7684\u56e2\u961f\uff0c\u8fd9\u610f\u5473\u7740\u53ef\u76f4\u63a5\u590d\u7528Kagi API\u4f5c\u4e3a\u53ef\u4fe1\u4fe1\u606f\u6e90\uff0c\u5927\u5e45\u964d\u4f4eRAG\u6570\u636e\u6e05\u6d17\u6210\u672c\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\u5ba2\u670dAgent\uff1f\u628aKagi\u8bbe\u4e3a\u9ed8\u8ba4\u77e5\u8bc6\u6e90\uff0c\u52a0\u4e00\u6761\u2018\u9047\u5230\u4ed8\u8d39\u5899\u94fe\u63a5\u81ea\u52a8\u6362\u7528arXiv\u6216GitHub Pages\u2019\u89c4\u5219\uff0c\u4f53\u9a8c\u7acb\u5347\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">Hacker News \u00b7 <a href=\"https:\/\/kagi.com\/changelog#11296\" 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. Huzzah\u7f16\u8f91\u5668\u53d1\u5e03\uff1a\u7528\u2018\u539f\u5b50\u6307\u4ee4\u2019\u66ff\u4ee3\u81ea\u7136\u8bed\u8a00\u63d0\u793a\uff0c\u964d\u4f4eAI\u7f16\u7a0b\u75b2\u52b3\u611f<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.danielvaughn.dev\/opengraph-image.jpg\" 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;\">Huzzah\u6452\u5f03\u4f20\u7edf\u2018\u5199\u53e5\u5b50\u63cf\u8ff0\u9700\u6c42\u2019\u6a21\u5f0f\uff0c\u6539\u7528\u5feb\u6377\u952e\u89e6\u53d1\u9884\u8bbe\u539f\u5b50\u64cd\u4f5c\uff08\u5982Cmd+Shift+R\u91cd\u547d\u540d\u53d8\u91cf\u3001Cmd+Shift+D\u751f\u6210\u6d4b\u8bd5\uff09\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u6bcf\u4e2a\u64cd\u4f5c\u80cc\u540e\u662f\u4e13\u7528\u5c0f\u578bAgent\uff0c\u4e13\u6ce8\u5355\u4e00\u4efb\u52a1\uff0c\u54cd\u5e94\u901f\u5ea6\u6bd4\u901a\u7528\u6a21\u578b\u5feb3\u500d\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u652f\u6301VS Code\u63d2\u4ef6\u5f62\u6001\uff0c\u73b0\u6709\u5de5\u4f5c\u6d41\u65e0\u7f1d\u63a5\u5165\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\u5bf9\u2018AI\u7f16\u7a0b\u5026\u6020\u75c7\u2019\u7684\u7cbe\u51c6\u56de\u5e94\uff1a\u5f53\u5f00\u53d1\u8005\u6bcf\u5929\u8981\u519950\u6761\u2018\u8bf7\u628a\u8fd9\u6bb5\u4ee3\u7801\u6539\u6210async\/await\u5e76\u52a0\u9519\u8bef\u91cd\u8bd5\u2019\u65f6\uff0cHuzzah\u7528\u2018\u6309\u952e\u5373\u6267\u884c\u2019\u56de\u5f52\u5de5\u7a0b\u5e08\u672c\u80fd\u3002\u5176\u4ef7\u503c\u4e0d\u5728\u53d6\u4ee3Copilot\uff0c\u800c\u5728\u628a\u9ad8\u9891\u91cd\u590d\u52a8\u4f5c\u4ece\u2018\u8bed\u8a00\u7406\u89e3\u2019\u964d\u7ef4\u5230\u2018\u6307\u4ee4\u6620\u5c04\u2019\uff0c\u8fd9\u5bf9\u9700\u8981\u7a33\u5b9a\u4ea4\u4ed8\u7684\u4e2d\u5927\u578b\u56e2\u961f\u5c24\u5176\u73cd\u8d35\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\u524d\u7aef\u56e2\u961f\u522b\u6025\u7740\u5168\u5458\u6362Copilot\u2014\u2014\u5148\u7ed9Huzzah\u914d10\u4e2a\u4e1a\u52a1\u7ec4\u4ef6\u751f\u6210\u6307\u4ee4\uff0c\u8ba9\u65b0\u4eba3\u5929\u5b66\u4f1a\u642d\u9875\u9762\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">Hacker News \u00b7 <a href=\"https:\/\/www.danielvaughn.dev\/posts\/huzzah\/\" 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. Vomit\u5de5\u5177\u53d1\u5e03\uff1a\u7528\u72ec\u7acb\u5c0f\u6a21\u578b\u6e05\u7406Claude 5\u8f93\u51fa\u4e2d\u7684\u5197\u4f59token<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/opengraph.githubassets.com\/4c44817dcb5eb398a4a93f17789711bb094af339eb1d8638f1cdbd00e75d3adc\/zachahn\/vomit\" 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;\">Vomit\u662f\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u540e\u5904\u7406\u6a21\u578b\uff0c\u4e13\u4e3a\u4fee\u6b63Claude 5\u8f93\u51fa\u4e2d\u7684\u91cd\u590d\u53e5\u5f0f\u3001\u65e0\u610f\u4e49\u586b\u5145\u8bcd\u800c\u8bbe\u8ba1\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5b9e\u6d4b\u53ef\u51cf\u5c1130%\u65e0\u6548\u8f93\u51fatoken\uff0c\u540c\u65f6\u4fdd\u6301\u8bed\u4e49\u5b8c\u6574\u6027\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u652f\u6301CLI\u4e0eAPI\u8c03\u7528\uff0c\u53ef\u65e0\u7f1d\u96c6\u6210\u8fdb\u73b0\u6709Agent\u54cd\u5e94\u94fe\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\uff1aClaude\u7cfb\u5217\u6a21\u578b\u4ee5\u2018\u8bdd\u591a\u2019\u8457\u79f0\uff0c\u8fd9\u5728\u5ba2\u670d\u3001\u62a5\u8868\u751f\u6210\u7b49\u573a\u666f\u76f4\u63a5\u62ac\u9ad8API\u6210\u672c\u3002Vomit\u4e0d\u505a\u7ffb\u8bd1\u3001\u4e0d\u6539\u903b\u8f91\uff0c\u53ea\u505a\u4e00\u4ef6\u4e8b\uff1a\u526a\u6389\u5e9f\u8bdd\u3002\u8fd9\u79cd\u2018\u5c0f\u800c\u51c6\u2019\u7684\u5de5\u5177\u601d\u7ef4\uff0c\u6b63\u662f\u5f53\u524dAI\u5de5\u5177\u94fe\u6700\u7f3a\u7684\u2014\u2014\u4e0e\u5176\u7b49\u5927\u6a21\u578b\u81ea\u6211\u4f18\u5316\uff0c\u4e0d\u5982\u7528\u4e13\u7528\u5c0f\u6a21\u578b\u6253\u8865\u4e01\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\u7528Claude\u505a\u65e5\u62a5Agent\uff1f\u5148\u52a0Vomit\u505a\u540e\u5904\u7406\uff0c\u6bcf\u6708\u7701\u4e0b\u7684token\u8d39\u591f\u4e70\u53f0MacBook\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">Hacker News \u00b7 <a href=\"https:\/\/github.com\/zachahn\/vomit\" 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. Anthropic\u5c06Claude Mythos 5\u7528\u4e8e\u4f01\u4e1a\u7ea7\u7f51\u7edc\u5b89\u5168\u626b\u63cf\uff0c\u65e0\u9700\u5ba2\u6237\u5f00\u653e\u6e90\u7801<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.marktechpost.com\/wp-content\/uploads\/2026\/08\/blog619100-17-1024x731.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;\">Claude Security\u4ea7\u54c1\u5df2\u5347\u7ea7\u81f3Mythos 5\uff0c\u5728\u516c\u6d4b\u4e2d\u652f\u6301GitHub\u4ed3\u5e93\u81ea\u52a8\u63a5\u5165\u3001\u8de8\u6587\u4ef6\u6570\u636e\u6d41\u8ffd\u8e2a\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u626b\u63cf\u7ed3\u679c\u5305\u542bCWE\u5206\u7c7b\u3001\u7f6e\u4fe1\u5ea6\u8bc4\u5206\u3001\u4fee\u590d\u5efa\u8bae\uff0c\u4e14\u5168\u7a0b\u5728\u5ba2\u6237VPC\u5185\u8fd0\u884c\uff0c\u6e90\u7801\u4e0d\u51fa\u57df\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u67d0\u91d1\u878d\u79d1\u6280\u5ba2\u6237\u5b9e\u6d4b\u53d1\u73b0\uff0c\u5176\u68c0\u51fa\u7387\u8f83\u4f20\u7edfSAST\u5de5\u5177\u63d0\u534722%\uff0c\u8bef\u62a5\u7387\u4e0b\u964d37%\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\u662fAI\u5b89\u5168\u9886\u57df\u7684\u5206\u6c34\u5cad\uff1a\u8fc7\u53bb\u4f01\u4e1a\u7528AI\u626b\u63cf\u4ee3\u7801\uff0c\u8981\u4e48\u628a\u4ee3\u7801\u4e0a\u4f20\u5230\u5382\u5546\u4e91\uff08\u5408\u89c4\u98ce\u9669\uff09\uff0c\u8981\u4e48\u672c\u5730\u90e8\u7f72\u5927\u6a21\u578b\uff08\u7b97\u529b\u7206\u70b8\uff09\u3002Anthropic\u7528Mythos 5+\u79c1\u6709\u5316\u90e8\u7f72\u6a21\u5f0f\uff0c\u9996\u6b21\u5b9e\u73b0\u2018\u5f3a\u80fd\u529b\u2019\u4e0e\u2018\u96f6\u6570\u636e\u51fa\u5883\u2019\u517c\u5f97\u3002\u5bf9\u94f6\u884c\u3001\u653f\u52a1\u7b49\u5f3a\u76d1\u7ba1\u884c\u4e1a\uff0c\u8fd9\u610f\u5473\u7740AI\u5b89\u5168\u5de5\u5177\u7ec8\u4e8e\u80fd\u771f\u6b63\u843d\u5730\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\u91d1\u878dIT\u90e8\u95e8\u6ce8\u610f\uff1a\u522b\u518d\u4e70SAST\u8bb8\u53ef\u8bc1\u4e86\u2014\u2014\u7528Claude Enterprise+Mythos 5\u79c1\u6709\u90e8\u7f72\uff0c\u4e00\u5957\u7cfb\u7edf\u8986\u76d6\u4ee3\u7801\u626b\u63cf+\u5408\u89c4\u68c0\u67e5+\u5ba1\u8ba1\u62a5\u544a\u751f\u6210\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">MarkTechPost \u00b7 <a href=\"https:\/\/www.marktechpost.com\/2026\/08\/21\/anthropic-brings-claude-mythos-5-to-claude-security\/\" 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. Snowflake+SageMaker Canvas+QuickSight\u6253\u9020\u96f6\u4ee3\u7801ML\u5de5\u4f5c\u6d41\uff0c\u4fe1\u7528\u5361\u6b3a\u8bc8\u68c0\u6d4b\u5168\u7a0b\u65e0\u9700\u5199\u4ee3\u7801<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59\/2026\/08\/14\/ML-20655P2-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;\">\u8be5\u65b9\u6848\u5206\u4e09\u90e8\u5206\uff1aCanvas\u8fde\u63a5Snowflake\u505a\u6570\u636e\u51c6\u5907\u4e0e\u7279\u5f81\u5de5\u7a0b\uff0cCanvas\u81ea\u52a8\u8bad\u7ec3XGBoost\u6a21\u578b\uff0cQuickSight\u751f\u6210\u81ea\u7136\u8bed\u8a00BI\u770b\u677f\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u67d0\u96f6\u552e\u94f6\u884c\u7528\u6b64\u6d41\u7a0b\u5c06\u6b3a\u8bc8\u6a21\u578b\u8fed\u4ee3\u5468\u671f\u4ece2\u5468\u7f29\u77ed\u81f32\u5929\uff0c\u4e14\u4e1a\u52a1\u4eba\u5458\u53ef\u81ea\u4e3b\u8c03\u6574\u9608\u503c\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u6240\u6709\u7ec4\u4ef6\u5747\u901a\u8fc7AWS\u63a7\u5236\u53f0\u53ef\u89c6\u5316\u914d\u7f6e\uff0c\u65e0\u987bPython\u6216SQL\u6280\u80fd\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\u5bf9\u2018AI\u6c11\u4e3b\u5316\u2019\u6700\u52a1\u5b9e\u7684\u8be0\u91ca\uff1a\u5f53\u98ce\u63a7\u603b\u76d1\u80fd\u81ea\u5df1\u62d6\u62fd\u5b8c\u6210\u7279\u5f81\u9009\u62e9\u3001\u770b\u5230\u6a21\u578b\u9884\u6d4b\u70ed\u529b\u56fe\u3001\u7528\u8bed\u97f3\u95ee\u2018\u4e0a\u6708\u9ad8\u98ce\u9669\u4ea4\u6613\u96c6\u4e2d\u5728\u54ea\u4e9b\u5546\u6237\u7c7b\u578b\u2019\u65f6\uff0cAI\u624d\u771f\u6b63\u4eceIT\u90e8\u95e8\u7684\u73a9\u5177\u53d8\u6210\u4e1a\u52a1\u90e8\u95e8\u7684\u6b66\u5668\u3002\u5bf9\u4e2d\u5c0f\u91d1\u878d\u673a\u6784\uff0c\u8fd9\u5957\u7ec4\u5408\u62f3\u6bd4\u81ea\u5efaMLOps\u5e73\u53f0\u66f4\u9ad8\u6548\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\u4e2d\u5c0f\u94f6\u884c\u98ce\u63a7\u5c97\uff1a\u4eca\u5929\u5c31\u6ce8\u518cAWS\u8d26\u53f7\uff0c\u7167\u7740Part 2\u6559\u7a0b\u8dd1\u901a\u6570\u636e\u51c6\u5907\uff0c\u660e\u5929\u5c31\u80fd\u7ed9\u8001\u677f\u6f14\u793a\u5b9e\u65f6\u6b3a\u8bc8\u9884\u8b66\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-a-no-code-ml-workflow-with-snowflake-amazon-sagemaker-canvas-and-amazon-quick-part-2-data-preparation-and-model-building-with-amazon-sagemaker-canvas\/\" 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. Waymo\u81ea\u7814\u82af\u7247\u964d\u4f4e\u5bf9Nvidia\u4f9d\u8d56\uff0cRobotaxi\u91cf\u4ea7\u6210\u672c\u4e0b\u964d18%<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/the-decoder.com\/wp-content\/uploads\/2025\/12\/waymo_press_shot-scaled.jpg\" 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;\">Waymo\u82af\u7247\u4e13\u4e3aL4\u7ea7\u81ea\u52a8\u9a7e\u9a76\u5b9e\u65f6\u63a8\u7406\u4f18\u5316\uff0c\u80fd\u6548\u6bd4A100\u9ad83.2\u500d\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u8be5\u82af\u7247\u5df2\u642d\u8f7d\u4e8e\u6700\u65b0\u4e00\u4ee3Crown\u8f66\u578b\uff0c\u914d\u5408\u81ea\u7814\u611f\u77e5-\u89c4\u5212-\u63a7\u5236Agent\u6808\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u91cf\u4ea7\u6210\u672c\u4e0b\u964d\u4e3b\u8981\u6765\u81ea\u82af\u7247\u91c7\u8d2d\u6210\u672c\u964d\u4f4e\u53ca\u6563\u70ed\u7cfb\u7edf\u7b80\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\uff1aWaymo\u6b64\u4e3e\u4e0d\u4ec5\u662f\u4f9b\u5e94\u94fe\u5b89\u5168\u8003\u91cf\uff0c\u66f4\u662fAI Agent\u843d\u5730\u7684\u7269\u7406\u57fa\u7840\uff1a\u5f53\u8f66\u8f7dAgent\u9700\u5728100ms\u5185\u5b8c\u6210\u2018\u8bc6\u522b\u9525\u6876\u2192\u9884\u6d4b\u8f68\u8ff9\u2192\u751f\u6210\u907f\u8ba9\u8def\u5f84\u2019\u5168\u94fe\u8def\uff0c\u901a\u7528GPU\u7684\u529f\u8017\u4e0e\u5ef6\u8fdf\u6210\u4e3a\u74f6\u9888\u3002\u81ea\u7814\u82af\u7247\u8ba9\u2018\u8f66\u8f6e\u4e0a\u7684Agent\u2019\u771f\u6b63\u5177\u5907\u5546\u4e1a\u53ef\u884c\u6027\uff0c\u8fd9\u5bf9\u7269\u6d41\u3001\u73af\u536b\u7b49\u573a\u666f\u7684\u65e0\u4eba\u8f66\u516c\u53f8\u662f\u660e\u786e\u4fe1\u53f7\u2014\u2014\u7b97\u529b\u5fc5\u987b\u4e0b\u6c89\u5230\u8fb9\u7f18\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\u7269\u6d41\u516c\u53f8\u522b\u6025\u7740\u4e70\u82f1\u4f1f\u8fbe\u670d\u52a1\u5668\u2014\u2014\u5148\u8bc4\u4f30Waymo\u82af\u7247\u67b6\u6784\u6587\u6863\uff0c\u8bf4\u4e0d\u5b9a\u660e\u5e74\u4f60\u7684\u65e0\u4eba\u914d\u9001\u8f66\u5c31\u7528\u540c\u6b3e\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">The Decoder \u00b7 <a href=\"https:\/\/the-decoder.com\/waymo-builds-its-own-chip-for-its-robotaxis-cutting-its-reliance-on-nvidia\/\" 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. Meta\u6210\u5fae\u8f6fAI\u6700\u5927\u5ba2\u6237\u4e4b\u4e00\uff0c\u5e74\u91c7\u8d2d\u989d\u8fbe\u6570\u4ebf\u7f8e\u5143<\/h2>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u636eBloomberg\u62a5\u9053\uff0cMeta\u6b63\u5927\u89c4\u6a21\u91c7\u7528Microsoft Azure AI\u670d\u52a1\uff0c\u5305\u62ecAzure OpenAI\u3001Phi-4\u6a21\u578b\u6258\u7ba1\u53caCopilot Studio\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u91c7\u8d2d\u4e3b\u8981\u7528\u4e8e\u5e7f\u544a\u63a8\u8350\u7cfb\u7edf\u5fae\u8c03\u3001\u5185\u90e8\u5458\u5de5\u751f\u4ea7\u529b\u5de5\u5177\u53ca\u591a\u6a21\u6001\u5185\u5bb9\u5ba1\u6838\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u6b64\u4e3e\u53cd\u6620\u5934\u90e8\u79d1\u6280\u516c\u53f8\u6b63\u4ece\u2018\u81ea\u7814All-in-One\u2019\u8f6c\u5411\u2018\u6df7\u5408\u4e91AI\u6218\u7565\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\uff1aMeta\u7684\u9009\u62e9\u6495\u5f00\u4e86\u4e00\u4e2a\u771f\u76f8\uff1a\u5373\u4fbf\u5750\u62e5Llama\u751f\u6001\uff0c\u5de8\u5934\u4ecd\u613f\u4e3a\u5fae\u8f6f\u7684\u5de5\u7a0b\u5316\u80fd\u529b\u4ed8\u8d39\u3002Azure OpenAI\u7684\u5408\u89c4SLA\u3001Copilot Studio\u7684\u4f4e\u4ee3\u7801Agent\u7f16\u6392\u3001Phi-4\u5728\u56fe\u50cf\u7406\u89e3\u4e0a\u7684\u6027\u4ef7\u6bd4\uff0c\u5171\u540c\u6784\u6210\u96be\u4ee5\u66ff\u4ee3\u7684\u4ef7\u503c\u3002\u8fd9\u5bf9\u56fd\u5185SaaS\u5382\u5546\u662f\u8b66\u9192\u2014\u2014AI\u80fd\u529b\u5fc5\u987b\u6253\u5305\u6210\u53ef\u5d4c\u5165\u5ba2\u6237\u5de5\u4f5c\u6d41\u7684\u2018\u670d\u52a1\u6a21\u5757\u2019\uff0c\u800c\u975e\u5b64\u7acb\u5927\u6a21\u578b\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\uff1aSaaS\u521b\u4e1a\u8005\u8bb0\u7262\uff1a\u4f60\u7684\u5ba2\u6237\u4e0d\u60f3\u8981\u5927\u6a21\u578bAPI\uff0c\u4ed6\u4eec\u60f3\u8981\u2018\u70b9\u4e00\u4e0b\u5c31\u8ba9\u9500\u552e\u81ea\u52a8\u8ddf\u8fdb\u5fae\u4fe1\u7ebf\u7d22\u2019\u7684\u6309\u94ae\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">The Decoder \u00b7 <a href=\"https:\/\/the-decoder.com\/meta-spends-hundreds-of-millions-on-microsofts-ai-services\/\" 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. ChatGPT\u4e0a\u7ebfApple Messages\u63d2\u4ef6\uff0c\u53ef\u4ee3\u7528\u6237\u53d1\u9001\u77ed\u4fe1<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/techcrunch.com\/wp-content\/uploads\/2025\/03\/GettyImages-1831275897.jpg?resize=1200,800\" 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;\">\u8be5\u63d2\u4ef6\u5141\u8bb8ChatGPT\u8bbf\u95ee\u7528\u6237iMessage\u6536\u4ef6\u7bb1\u4e0e\u8054\u7cfb\u4eba\uff0c\u6839\u636e\u4e0a\u4e0b\u6587\u81ea\u52a8\u751f\u6210\u5e76\u53d1\u9001\u56de\u590d\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u652f\u6301\u591a\u8f6e\u5bf9\u8bdd\u8bb0\u5fc6\uff0c\u80fd\u5ef6\u7eed\u524d\u5e8f\u804a\u5929\u98ce\u683c\uff08\u5982\u6b63\u5f0f\/\u5e7d\u9ed8\/\u7b80\u6d01\uff09\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u521d\u671f\u4ec5\u9650\u7f8e\u56fd\u533aiOS 18\u7528\u6237\uff0c\u9700\u624b\u52a8\u5f00\u542f\u2018\u6d88\u606f\u8bbf\u95ee\u2019\u6743\u9650\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\u662fAI Agent\u6e17\u900f\u4e2a\u4eba\u6570\u5b57\u751f\u6d3b\u7684\u6807\u5fd7\u6027\u4e00\u6b65\uff1a\u5f53Agent\u80fd\u66ff\u4f60\u5904\u7406\u2018\u6536\u5230\u623f\u4e1c\u50ac\u79df\u77ed\u4fe1\u8be5\u5982\u4f55\u793c\u8c8c\u5ef6\u671f\u2019\u8fd9\u7c7b\u7410\u4e8b\u65f6\uff0c\u5b83\u5c31\u4ece\u5de5\u5177\u5347\u7ea7\u4e3a\u6570\u5b57\u5206\u8eab\u3002\u5bf9\u5ba2\u670d\u3001HR\u7b49\u9ad8\u9891\u6c9f\u901a\u5c97\u4f4d\uff0c\u610f\u5473\u7740\u53ef\u5feb\u901f\u590d\u523b\u8be5\u80fd\u529b\u2014\u2014\u628a\u4f01\u4e1a\u5fae\u4fe1\/\u9489\u9489\u63a5\u5165\u7c7b\u4f3c\u63d2\u4ef6\uff0c\u8ba9Agent\u81ea\u52a8\u5904\u7406\u5458\u5de5\u8bf7\u5047\u3001\u62a5\u9500\u786e\u8ba4\u7b49\u4e8b\u52a1\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\uff1aHRBP\u522b\u5b66Prompt Engineering\u2014\u2014\u660e\u5929\u5c31\u7528ChatGPT Messages\u63d2\u4ef6\u8bd5\u8dd1\u2018\u81ea\u52a8\u56de\u590d\u5458\u5de5\u5165\u804c\u7591\u95ee\u2019\uff0c\u4e00\u5468\u5185\u4e0a\u7ebf\u6700\u5c0f\u53ef\u884cAgent\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">TechCrunch AI \u00b7 <a href=\"https:\/\/techcrunch.com\/2026\/08\/20\/chatgpt-can-now-send-texts-for-you-with-new-apple-messages-plugin\/\" 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 #eaeef3;font-size:13px;color:#9aa5b1;line-height:1.7;\">\u300c\u53f7\u54e5\u804aAI\u300d\u4e13\u6ce8 AI \u843d\u5730\uff1a\u5e2e\u4f01\u4e1a\u628a\u91cd\u590d\u3001\u8de8\u7cfb\u7edf\u7684\u6d41\u7a0b\u505a\u6210 AI Agent\uff08\u91c7\u8d2d\u3001\u5ba2\u670d\u3001\u5355\u636e\u3001\u62a5\u8868\u2026\u2026\uff09\u3002<\/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;\">\u00b7 \u60f3\u8ba9\u516c\u53f8\u67d0\u4e2a\u6d41\u7a0b\u81ea\u52a8\u5316 \u2014\u2014 \u5728\u672c\u53f7\u3010\u53d1\u6d88\u606f\u56de\u590d\u300c\u81ea\u52a8\u5316\u300d\u3011\uff0c\u6211\u4eec\u5e2e\u4f60\u770b\u770b\u80fd\u600e\u4e48\u843d\u5730\uff1b<\/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;\">\u00b7 \u60f3\u5b66 Agent \u5f00\u53d1 \/ AI \u5de5\u5177 \u2014\u2014 \u5173\u6ce8\u672c\u53f7\uff0c\u6bcf\u5929\u66f4\u65b0\u3002<\/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;\">\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-2026-08-21\/\">AWS\u7528AgentCore\u591a\u667a\u80fd\u4f53\u81ea\u52a8\u5316\u4e91\u8fc1\u79fb\uff0cIaC\u5f00\u53d1\u4ece\u5468\u7f29\u81f3\u5206\u949f\uff5cAI\u843d\u5730\u4e0eAgent<\/a><\/li>\n<li style=\"margin:6px 0\"><a href=\"https:\/\/www.idolool.com\/ai\/ai-info-2026-08-20\/\">Fanatics\u7528\u591aAgent\u7cfb\u7edf\u63a5\u7ba1\u4f53\u80b2\u535a\u5f69\u5ba2\u670d\uff5cAI\u843d\u5730\u4e0eAgent<\/a><\/li>\n<li style=\"margin:6px 0\"><a href=\"https:\/\/www.idolool.com\/ai\/ai-info-2026-08-19\/\">Amazon Bedrock AgentCore Payments \u6b63\u5f0f\u5546\u7528\uff1a\u2026\uff5cAI\u843d\u5730\u4e0eAgent<\/a><\/li>\n<li style=\"margin:6px 0\"><a href=\"https:\/\/www.idolool.com\/ai\/ai-info-2026-08-18\/\">DeepSeek Harness\u53d1\u5e03\uff1aMIT\u8bb8\u53efAgent\u6846\u67b6\uff0c\u4e00\u5207\u7686\u63d2\u4ef6\uff5cAI\u843d\u5730\u4e0eAgent<\/a><\/li>\n<li style=\"margin:6px 0\"><a href=\"https:\/\/www.idolool.com\/ai\/ai-info-2026-08-16\/\">Flue 2\u53d1\u5e03\uff1aAstro\u521b\u59cb\u4eba\u7528React\u5f0fHooks\u91cd\u6784Agent\u5f00\u53d1\u8303\u5f0f\uff5cAI\u843d\u5730\u4e0eAgent<\/a><\/li>\n<li style=\"margin:6px 0\"><a href=\"https:\/\/www.idolool.com\/ai\/ai-info-2026-08-15\/\">AWS\u53d1\u5e03Bedrock AgentCore+SM AI\u591aAgent\u5de5\u4f5c\u6d41\u65b9\u6848\uff5cAI\u843d\u5730\u4e0eAgent<\/a><\/li>\n<li style=\"margin:6px 0\"><a href=\"https:\/\/www.idolool.com\/ai\/ai-info-2026-08-13\/\">xAI\u63a8\u51faGrok Bot\uff1a\u9996\u4e2a\u53ef\u5206\u914d\u4efb\u52a1\u7684AI\u961f\u53cb\uff0c\u652f\u6301\u591a\u6b65\u529e\u516c\u81ea\u52a8\u5316\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\u4e86Agent\uff0c\u4eba\u53ea\u7b7e\u5b57\uff1b\u4eca\u5929AWS\u53c8\u8ba9\u6570\u636e\u5de5\u7a0b\u5e08\u4e0b\u73ed\u524d\u63d0\u4ea4\u9700\u6c42\uff0c\u7b2c\u4e8c\u5929\u65e9\u4e0a\u5c31\u80fd\u8dd1\u901aBronze\u2192Gold\u5168\u94fe\u8def\u2014\u2014\u4e0d\u662fPPT\uff0c\u662f\u5df2\u5728\u822a\u7a7a\u3001\u91d1\u878d\u5ba2\u6237\u843d\u5730\u7684\u53c2\u8003\u67b6\u6784\u3002<\/p>\n","protected":false},"author":1,"featured_media":494,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[2],"tags":[],"class_list":["post-495","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-daily"],"_links":{"self":[{"href":"https:\/\/www.idolool.com\/ai\/wp-json\/wp\/v2\/posts\/495","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.idolool.com\/ai\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.idolool.com\/ai\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.idolool.com\/ai\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.idolool.com\/ai\/wp-json\/wp\/v2\/comments?post=495"}],"version-history":[{"count":0,"href":"https:\/\/www.idolool.com\/ai\/wp-json\/wp\/v2\/posts\/495\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.idolool.com\/ai\/wp-json\/wp\/v2\/media\/494"}],"wp:attachment":[{"href":"https:\/\/www.idolool.com\/ai\/wp-json\/wp\/v2\/media?parent=495"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.idolool.com\/ai\/wp-json\/wp\/v2\/categories?post=495"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.idolool.com\/ai\/wp-json\/wp\/v2\/tags?post=495"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}