{"id":753,"date":"2026-09-14T08:00:03","date_gmt":"2026-09-14T00:00:03","guid":{"rendered":"https:\/\/www.idolool.com\/ai\/ai-info-2026-09-11\/"},"modified":"2026-09-14T08:00:03","modified_gmt":"2026-09-14T00:00:03","slug":"ai-info-2026-09-11","status":"publish","type":"post","link":"https:\/\/www.idolool.com\/ai\/ai-info-2026-09-11\/","title":{"rendered":"OpenAI Agents API \u516c\u6d4b\uff1aCodex \u5e95\u5ea7\u76f4\u63a5\u8c03\u7528\uff0c\u652f\u6301\u957f\u5468\u671f\u2026\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\u4eca\u5929 OpenAI \u628a\u8fd9\u5957\u80fd\u529b\u6253\u5305\u6210 API\uff0c\u5f00\u7bb1\u5373\u7528\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;\">OpenAI Agents API \u516c\u6d4b\uff1aCodex \u5e95\u5ea7\u76f4\u63a5\u8c03\u7528\uff0c\u652f\u6301\u957f\u5468\u671f\u4f1a\u8bdd\u4e0e\u81ea\u52a8\u5de5\u5177\u8c03\u7528<\/h2>\n<p style=\"margin:0 0 12px 0;font-size:16px;line-height:1.85;color:#2d3748;\">OpenAI \u6b63\u5f0f\u53d1\u5e03 Agents API \u516c\u5171\u6d4b\u8bd5\u7248\uff0c\u8fd9\u4e0d\u662f\u4e00\u4e2a\u65b0\u6a21\u578b\uff0c\u800c\u662f\u4e00\u5957\u2018Agent \u8fd0\u884c\u65f6\u57fa\u7840\u8bbe\u65bd\u2019\uff1a\u5b83\u5c06 Codex\uff08\u5373\u652f\u6491 ChatGPT Pro \u548c\u5185\u90e8\u9ad8\u9636 Agent \u7684\u5e95\u5c42\u5f15\u64ce\uff09\u7684\u80fd\u529b\u5c01\u88c5\u4e3a\u6258\u7ba1\u670d\u52a1\uff0c\u652f\u6301\u957f\u4f1a\u8bdd\uff08long-running sessions\uff09\u3001\u81ea\u52a8\u5de5\u5177\u8c03\u7528\u3001\u72b6\u6001\u6301\u4e45\u5316\u4e0e\u9519\u8bef\u6062\u590d\u3002\u5f00\u53d1\u8005\u53ea\u9700\u4f20\u5165\u7cfb\u7edf\u63d0\u793a\u8bcd\u3001\u5de5\u5177\u5b9a\u4e49\u548c\u521d\u59cb\u6d88\u606f\uff0cOpenAI \u5373\u5728\u6c99\u76d2\u4e2d\u5b8c\u6210\u6574\u4e2a Agent \u751f\u547d\u5468\u671f\u7ba1\u7406\u2014\u2014\u4ece\u9996\u6b21\u54cd\u5e94\u5230\u591a\u8f6e\u51b3\u7b56\u3001\u5916\u90e8 API \u8c03\u7528\u3001\u91cd\u8bd5\u903b\u8f91\uff0c\u5168\u90e8\u65e0\u9700\u81ea\u5efa\u8c03\u5ea6\u5668\u6216\u72b6\u6001\u673a\u3002<\/p>\n<p style=\"margin:0 0 12px 0;font-size:16px;line-height:1.85;color:#2d3748;\">\u5bf9\u60f3\u7ed9\u516c\u53f8\u505a\u81ea\u52a8\u5316\u7684\u4f01\u4e1a\u6765\u8bf4\uff0c\u8fd9\u610f\u5473\u7740\uff1a\u8fc7\u53bb\u9700\u8981 2~3 \u5468\u642d\u5efa\u7684\u91c7\u8d2d\u5ba1\u6279 Agent \u6216\u5ba2\u670d\u5de5\u5355\u5206\u6d3e Agent\uff0c\u73b0\u5728\u53ef\u80fd 1 \u5929\u5185\u5c31\u80fd\u8dd1\u901a MVP\uff1b\u5bf9\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u5b83\u7ed5\u5f00\u4e86 LangChain\/LlamaIndex \u7b49\u6846\u67b6\u4e2d\u7e41\u6742\u7684\u72b6\u6001\u540c\u6b65\u3001\u8d85\u65f6\u7194\u65ad\u3001\u5de5\u5177\u7f16\u6392\u903b\u8f91\uff0c\u8ba9\u91cd\u5fc3\u56de\u5f52\u4e1a\u52a1\u903b\u8f91\u672c\u8eab\u3002\u5c24\u5176\u9002\u5408\u9700\u8981\u2018\u6301\u7eed\u4ea4\u4e92+\u591a\u6b65\u9aa4\u52a8\u4f5c\u2019\u7684\u573a\u666f\uff0c\u6bd4\u5982\u5408\u540c\u5ba1\u6838\uff08\u8bfbPDF\u2192\u67e5\u6cd5\u6761\u2192\u6bd4\u6761\u6b3e\u2192\u751f\u6210\u4fee\u8ba2\u5efa\u8bae\u2192\u53d1\u90ae\u4ef6\uff09\uff0c\u800c\u975e\u5355\u6b21\u95ee\u7b54\u3002<\/p>\n<p style=\"margin:0 0 12px 0;font-size:16px;line-height:1.85;color:#2d3748;\">\u4f46\u8981\u6ce8\u610f\uff1a\u5b83\u76ee\u524d\u4e0d\u5f00\u653e\u79c1\u6709\u6a21\u578b\u63a5\u5165\uff0c\u6240\u6709\u63a8\u7406\u8d70 OpenAI \u6258\u7ba1\u6a21\u578b\uff1b\u4f01\u4e1a\u654f\u611f\u6570\u636e\u82e5\u9700\u5168\u7a0b\u4e0d\u51fa\u57df\uff0c\u4ecd\u9700\u81ea\u5efa\u65b9\u6848\u3002\u5c0f\u56e2\u961f\u5efa\u8bae\u5148\u62ff\u975e\u6838\u5fc3\u6d41\u7a0b\uff08\u5982\u4f1a\u8bae\u7eaa\u8981\u5f52\u6863+\u65e5\u7a0b\u540c\u6b65\uff09\u9a8c\u8bc1\u95ed\u73af\uff0c\u518d\u8fc1\u79fb\u81f3\u91c7\u8d2d\/\u8d22\u52a1\u7b49\u5173\u952e\u94fe\u8def\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. OpenAI Agents API \u516c\u6d4b\uff1aCodex \u5e95\u5ea7\u76f4\u63a5\u8c03\u7528\uff0c\u652f\u6301\u957f\u5468\u671f\u4f1a\u8bdd\u4e0e\u81ea\u52a8\u5de5\u5177\u8c03\u7528<\/h2>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">OpenAI \u53d1\u5e03 Agents API \u516c\u5171\u6d4b\u8bd5\u7248\uff0c\u57fa\u4e8e Codex \u5f15\u64ce\u6784\u5efa\uff0c\u63d0\u4f9b\u6258\u7ba1\u5f0f Agent \u8fd0\u884c\u73af\u5883\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u652f\u6301 long-running sessions\uff08\u6700\u957f 14 \u5929\uff09\u3001\u5185\u7f6e\u5de5\u5177\u8c03\u7528\u3001\u72b6\u6001\u6301\u4e45\u5316\u4e0e\u5931\u8d25\u6062\u590d\u673a\u5236\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5f00\u53d1\u8005\u53ef\u5c06\u81ea\u6709\u5de5\u5177\uff08\u5982 CRM\u3001ERP \u63a5\u53e3\uff09\u6ce8\u518c\u8fdb API\uff0cAgent \u81ea\u52a8\u8bc6\u522b\u4f55\u65f6\u8c03\u7528\u3001\u5982\u4f55\u4f20\u53c2\u3001\u5982\u4f55\u5904\u7406\u8fd4\u56de\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\u7531\u5927\u5382\u63a8\u51fa\u7684\u3001\u771f\u6b63\u9762\u5411\u751f\u4ea7\u7ea7 Agent \u90e8\u7f72\u7684\u6258\u7ba1 API\u2014\u2014\u4e0d\u662f\u6a21\u578b\uff0c\u800c\u662f\u8fd0\u884c\u65f6\u3002\u5b83\u628a\u8fc7\u53bb\u9700\u81ea\u884c\u5b9e\u73b0\u7684\u4f1a\u8bdd\u7ba1\u7406\u3001\u5de5\u5177\u8def\u7531\u3001\u91cd\u8bd5\u7b56\u7565\u7b49\u2018\u810f\u6d3b\u2019\u5168\u6536\u8d70\u4e86\uff0c\u8ba9\u4f01\u4e1a\u80fd\u8df3\u8fc7\u5de5\u7a0b\u57fa\u5efa\u9636\u6bb5\uff0c\u76f4\u63a5\u805a\u7126\u4e1a\u52a1\u903b\u8f91\u5c01\u88c5\u3002\u5bf9\u6bd4 LangGraph \u7b49\u5f00\u6e90\u6846\u67b6\uff0c\u7701\u53bb\u81f3\u5c11 60% \u7684\u8fd0\u7ef4\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\u522b\u6025\u7740\u5199 prompt\uff0c\u5148\u628a\u4f60\u516c\u53f8\u6700\u5e38\u91cd\u590d\u3001\u8de8 3 \u4e2a\u4ee5\u4e0a\u7cfb\u7edf\u7684\u6d41\u7a0b\uff08\u6bd4\u5982\u4f9b\u5e94\u5546\u51c6\u5165\uff09\u62c6\u6210 5 \u6b65\uff0c\u8fd9\u5c31\u662f Agents API \u6700\u8be5\u5e72\u7684\u7b2c\u4e00\u4ef6\u4e8b\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">OpenAI News \u00b7 <a href=\"https:\/\/openai.com\/index\/introducing-the-agents-api\" 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 AgentCore \u52a9 AvioBook \u5b9e\u73b0\u822a\u73ed\u5468\u8f6c\u5206\u6790\u81ea\u52a8\u5316\uff1a\u8fd0\u8425\u6570\u636e\u79d2\u53d8\u53ef\u6267\u884c\u6d1e\u5bdf<\/h2>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">AvioBook\uff08Thales \u5b50\u516c\u53f8\uff09\u4f7f\u7528 Amazon Bedrock AgentCore \u6784\u5efa Connected Analytics\uff0c\u8fde\u63a5\u5176 AvioBook Connect \u7cfb\u7edf\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">Agent \u53ef\u76f4\u63a5\u89e3\u6790\u822a\u73ed\u5ef6\u8bef\u65e5\u5fd7\u3001\u5730\u52e4\u64cd\u4f5c\u8bb0\u5f55\u3001\u5929\u6c14\u6570\u636e\u7b49\u591a\u6e90\u7ed3\u6784\u5316\/\u534a\u7ed3\u6784\u5316\u6570\u636e\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5411\u7a7a\u7ba1\u8c03\u5ea6\u5458\u548c\u673a\u573a\u7ecf\u7406\u63d0\u4f9b\u81ea\u7136\u8bed\u8a00\u95ee\u7b54\uff0c\u4f8b\u5982\u2018\u6628\u5929\u6210\u90fd\u53cc\u6d41 T2 \u5ef6\u8bef\u8d85 30 \u5206\u949f\u7684\u524d 3 \u4e2a\u6839\u672c\u539f\u56e0\u662f\u4ec0\u4e48\uff1f\u2019\u5e76\u9644\u8bc1\u636e\u622a\u56fe\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 RAG \u67e5\u6587\u6863\uff0c\u800c\u662f\u8ba9 Agent \u76f4\u63a5\u2018\u770b\u61c2\u2019\u822a\u7a7a\u4e1a\u4e13\u6709\u6570\u636e\u6d41\uff0c\u5e76\u5728\u5206\u949f\u7ea7\u5185\u7ed9\u51fa\u5e26\u5f52\u56e0\u7684\u884c\u52a8\u5efa\u8bae\u3002\u5176\u5173\u952e\u5728\u4e8e AgentCore \u5bf9 AWS \u5185\u90e8\u6570\u636e\u6e90\uff08\u5982 S3\u3001Redshift\uff09\u7684\u539f\u751f\u96c6\u6210\u80fd\u529b\uff0c\u7701\u53bb\u4e86 ETL \u548c schema \u6620\u5c04\u73af\u8282\u2014\u2014\u5236\u9020\u4e1a\u3001\u7269\u6d41\u4e1a\u53ef\u76f4\u63a5\u590d\u7528\u6b64\u6a21\u5f0f\u505a\u8bbe\u5907\u6545\u969c\u6839\u56e0\u5206\u6790\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\u822a\u7a7a\u4e1a\u5df2\u7528\u4e0a\uff0c\u4f60\u7684\u5de5\u5382 MES \u6216 WMS \u6570\u636e\uff0c\u5176\u5b9e\u4e5f\u65e9\u8be5\u5582\u7ed9 Agent \u505a\u5b9e\u65f6\u8bca\u65ad\u4e86\uff0c\u522b\u5361\u5728\u2018\u7b49\u6570\u636e\u6cbb\u7406\u5b8c\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\/how-aviobook-uses-generative-ai-to-drive-airline-turnaround-insights\/\" 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. AWS \u53d1\u5e03 Agent Evaluation Metric\uff08AEM\uff09\uff1a\u4e13\u6cbb\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u2018\u4e00\u6b65\u9519\u3001\u6b65\u6b65\u9519\u2019\u7684\u8bc4\u4f30\u76f2\u533a<\/h2>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u4f20\u7edf\u5355\u8f6e\u8bc4\u4f30\u65e0\u6cd5\u53d1\u73b0 Agent \u5728 multi-turn \u5bf9\u8bdd\u4e2d\u7684\u7d2f\u79ef\u6027\u9519\u8bef\uff0c\u4f8b\u5982\u7b2c 2 \u8f6e\u8bef\u89e3\u7528\u6237\u610f\u56fe\u5bfc\u81f4\u540e\u7eed\u5168\u9519\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">AEM \u662f\u9996\u4e2a\u53ef\u5206\u89e3\u7684 turn-level \u8bc4\u4f30\u6307\u6807\uff0c\u80fd\u5b9a\u4f4d\u5177\u4f53\u54ea\u4e00\u8f6e\u51fa\u9519\u3001\u9519\u8bef\u7c7b\u578b\uff08\u4e8b\u5b9e\u6027\/\u903b\u8f91\u6027\/\u5de5\u5177\u8c03\u7528\uff09\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5df2\u5728 Bedrock AgentCore \u4e0a\u5b9e\u6d4b\uff0c\u5e2e\u52a9\u5ba2\u6237\u5c06 Agent \u4efb\u52a1\u6210\u529f\u7387\u4ece 68% \u63d0\u5347\u81f3 89%\uff0c\u4e3b\u8981\u9760\u4fee\u590d\u65e9\u671f\u610f\u56fe\u8bc6\u522b\u504f\u5dee\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 Agent \u843d\u5730\u6700\u5173\u952e\u7684\u2018\u8d28\u91cf\u4eea\u8868\u76d8\u2019\uff1a\u6ca1\u6709 AEM\uff0c\u4f01\u4e1a\u53ea\u80fd\u9760\u4eba\u5de5\u62bd\u68c0\uff0c\u6548\u7387\u4f4e\u4e14\u96be\u5f52\u56e0\uff1b\u6709\u4e86\u5b83\uff0c\u5c31\u80fd\u50cf\u76d1\u63a7\u670d\u52a1\u5668 CPU \u4e00\u6837\u76d1\u63a7 Agent \u7684\u6bcf\u4e00\u8f6e\u51b3\u7b56\u5065\u5eb7\u5ea6\u3002\u5c24\u5176\u9002\u5408\u91d1\u878d\u3001\u6cd5\u5f8b\u7b49\u5bb9\u9519\u7387\u6781\u4f4e\u7684\u884c\u4e1a\u505a\u4e0a\u7ebf\u524d\u538b\u6d4b\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\u4e0a\u7ebf\u524d\u4e0d\u8dd1 AEM \u8bc4\u4f30\u7684 Agent\uff0c\u7b49\u4e8e\u6ca1\u505a\u538b\u529b\u6d4b\u8bd5\u2014\u2014\u522b\u8ba9\u8001\u677f\u7b2c\u4e00\u6b21\u7528\u5c31\u9047\u5230\u2018\u5b83\u660e\u660e\u542c\u61c2\u4e86\u5374\u529e\u9519\u4e8b\u2019\u7684\u5c34\u5c2c\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\/agent-evaluation-metric-for-multi-turn-conversations\/\" 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. LandingAI \u53d1\u5e03 Agentic Document Extraction Gen2\uff1a\u7528 DPT-3 Pro\/Verity \u5b9e\u73b0\u50cf\u7d20\u7ea7\u6587\u6863\u7406\u89e3<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.marktechpost.com\/wp-content\/uploads\/2026\/09\/blog122-2.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;\">Agentic Document Extraction Gen2 \u5f7b\u5e95\u629b\u5f03\u4f20\u7edf\u2018\u6309\u9875\u5207\u5757\u2019\u903b\u8f91\uff0c\u6539\u4e3a\u6784\u5efa\u6587\u6863-\u9875\u9762-\u533a\u5757\u4e09\u7ea7\u6811\u72b6\u7ed3\u6784\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">DPT-3 Pro \u652f\u6301\u884c\u7ea7\u5b9a\u4f4d\uff0cDPT-3 Verity \u652f\u6301\u5b57\u7ea7\u5b9a\u4f4d+\u7f6e\u4fe1\u5ea6\u6253\u5206\uff0c\u9002\u7528\u4e8e\u53d1\u7968\u3001\u5408\u540c\u3001\u533b\u7597\u62a5\u544a\u7b49\u9ad8\u7cbe\u5ea6\u573a\u666f\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u8ba1\u8d39\u6a21\u5f0f\u4ece\u2018\u6309\u9875\u2019\u6539\u4e3a\u2018\u6309\u8f93\u51fa\u5b57\u7b26\u2019\uff0c\u5ba2\u6237\u5e73\u5747\u6210\u672c\u4e0b\u964d 40%\uff0c\u540c\u65f6\u63d0\u53d6\u51c6\u786e\u7387\u63d0\u5347\u81f3 99.2%\uff08\u5728 EU e-Invoice \u6807\u51c6\u6d4b\u8bd5\u96c6\uff09\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\u6587\u6863\u667a\u80fd\u6b63\u4ece\u2018OCR+\u5173\u952e\u8bcd\u5339\u914d\u2019\u8fdb\u5165\u2018Agent \u5f0f\u7406\u89e3\u2019\u9636\u6bb5\uff1aGen2 \u4e0d\u662f\u9759\u6001\u63d0\u53d6\uff0c\u800c\u662f\u8ba9\u6a21\u578b\u50cf\u4eba\u4e00\u6837\u9010\u5c42\u89e3\u6790\u6587\u6863\u8bed\u4e49\u7ed3\u6784\uff0c\u5e76\u4e3b\u52a8\u5224\u65ad\u54ea\u4e9b\u5b57\u6bb5\u9700\u8981\u4ea4\u53c9\u9a8c\u8bc1\uff08\u5982\u91d1\u989d\u4e0e\u7a0e\u7801\u662f\u5426\u5339\u914d\uff09\u3002\u8fd9\u5bf9\u8d22\u52a1\u5171\u4eab\u4e2d\u5fc3\u3001\u4fdd\u9669\u7406\u8d54\u7b49\u5f3a\u89c4\u5219\u573a\u666f\u662f\u964d\u672c\u63d0\u6548\u7684\u5173\u952e\u6760\u6746\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\u8fd8\u5728\u7528 OCR+\u6b63\u5219\uff1f\u4f60\u7684\u53d1\u7968\u5ba1\u6838\u6d41\u7a0b\uff0c\u5df2\u7ecf\u843d\u540e\u4e8e LandingAI \u65b0\u7248 Agent \u4e24\u4e2a\u4ee3\u9645\u4e86\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\/09\/landingai-releases-agentic-document-extraction-gen2-with-dpt-3-pro-and-dpt-3-verity\/\" 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. AWS \u63a8\u51fa\u6a21\u578b\u65e0\u5173 PII \u68c0\u6d4b\u65b9\u6848\uff1a\u7528 LLM Prompt \u5373\u53ef\u9002\u914d\u4efb\u610f\u65b0\u654f\u611f\u5b9e\u4f53\u7c7b\u578b<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59\/2026\/09\/08\/ML-21255-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\u4e0d\u4f9d\u8d56\u9884\u8bad\u7ec3\u6a21\u578b\u6216\u56fa\u5b9a\u89c4\u5219\u5e93\uff0c\u4ec5\u901a\u8fc7\u81ea\u7136\u8bed\u8a00 prompt \u63cf\u8ff0\u5f85\u68c0\u6d4b\u5b9e\u4f53\uff08\u5982\u2018\u6b27\u76df GDPR \u5b9a\u4e49\u7684\u751f\u7269\u8bc6\u522b\u6570\u636e\u2019\uff09\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5728 5 \u4e2a\u516c\u5f00 PII \u6570\u636e\u96c6\u4e0a F1 \u8fbe 92.7%\uff0c\u8d85\u8d8a spaCy\u3001Presidio \u7b49\u4e13\u7528\u5de5\u5177\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u53ef\u76f4\u63a5\u90e8\u7f72\u5728 Amazon Bedrock \u4e0a\u4efb\u610f\u57fa\u7840\u6a21\u578b\uff08Claude\u3001Llama\u3001Cohere\uff09\u4e4b\u4e0a\uff0c\u65e0\u9700\u5fae\u8c03\u6216\u91cd\u8bad\u7ec3\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\u6570\u636e\u5b89\u5168\u5408\u89c4\u843d\u5730\u7684\u91cd\u5927\u7b80\u5316\uff1a\u8fc7\u53bb\u6bcf\u65b0\u589e\u4e00\u7c7b\u654f\u611f\u6570\u636e\uff08\u5982\u2018\u4e2d\u56fd\u4e2a\u4fdd\u6cd5\u4e0b\u7684\u672a\u6210\u5e74\u4eba\u4fe1\u606f\u2019\uff09\uff0cIT \u90e8\u95e8\u9700\u6570\u5468\u5f00\u53d1\u65b0\u89c4\u5219\u6216\u91cd\u8bad\u6a21\u578b\uff1b\u73b0\u5728\u6cd5\u52a1\u5199\u4e00\u6bb5\u4e2d\u6587\u63cf\u8ff0\uff0c\u5f00\u53d1 1 \u5c0f\u65f6\u5185\u5373\u53ef\u4e0a\u7ebf\u68c0\u6d4b\u3002\u7279\u522b\u9002\u5408\u8de8\u56fd\u4f01\u4e1a\u5e94\u5bf9\u591a\u56fd\u9690\u79c1\u6cd5\u89c4\u5feb\u901f\u8fed\u4ee3\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\u518d\u5806 PII \u5de5\u5177\u4e86\uff0c\u7528\u8fd9\u4e2a\u65b9\u6848\uff0c\u8ba9\u6cd5\u52a1\u540c\u4e8b\u81ea\u5df1\u5199 prompt \u5c31\u80fd\u7ba1\u4f4f\u65b0\u51fa\u7684\u76d1\u7ba1\u8981\u6c42\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\/model-agnostic-pii-detection-with-llms\/\" 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. Redis LangCache \u6b63\u5f0f\u53d1\u5e03\uff1a\u8bed\u4e49\u7f13\u5b58\u670d\u52a1\uff0cLLM API \u6210\u672c\u76f4\u964d 90%<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.marktechpost.com\/wp-content\/uploads\/2026\/09\/blog111.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;\">Redis LangCache \u662f\u9996\u4e2a\u5b8c\u5168\u6258\u7ba1\u7684\u8bed\u4e49\u7f13\u5b58\u670d\u52a1\uff0c\u81ea\u52a8\u5c06\u76f8\u4f3c\u8bed\u4e49\u95ee\u9898\u6620\u5c04\u5230\u540c\u4e00\u7f13\u5b58\u952e\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u652f\u6301\u4e3b\u6d41 LLM API\uff08OpenAI\u3001Anthropic\u3001Cohere\uff09\uff0c\u65e0\u9700\u4fee\u6539\u5e94\u7528\u4ee3\u7801\uff0c\u4ec5\u9700\u66ff\u6362 endpoint\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5728\u5ba2\u670d\u573a\u666f\u5b9e\u6d4b\uff1a\u76f8\u540c\u95ee\u9898\u4e0d\u540c\u95ee\u6cd5\uff08\u5982\u2018\u600e\u4e48\u9000\u6b3e\u2019\u2018\u6211\u8981\u9000\u94b1\u2019\u2018\u8ba2\u5355\u53d6\u6d88\u540e\u94b1\u5565\u65f6\u5019\u5230\u2019\uff09\u547d\u4e2d\u540c\u4e00\u7f13\u5b58\uff0cP95 \u5ef6\u8fdf\u4ece 2.1s \u964d\u81f3 140ms\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\u89e3\u51b3\u7684\u662f LLM \u5e94\u7528\u6700\u75db\u7684\u6210\u672c\u9ed1\u6d1e\u2014\u2014\u5927\u91cf\u91cd\u590d\u610f\u56fe\u88ab\u5f53\u6210\u5168\u65b0\u8bf7\u6c42\u8ba1\u8d39\u3002\u4e0e\u4f20\u7edf Redis \u7f13\u5b58\u4e0d\u540c\uff0cLangCache \u80fd\u7406\u89e3\u2018\u6362\u79cd\u8bf4\u6cd5\u4f46\u610f\u601d\u4e00\u6837\u2019\uff0c\u4e14\u81ea\u52a8\u5904\u7406 embedding \u5411\u91cf\u66f4\u65b0\u3001\u7f13\u5b58\u6dd8\u6c70\u7b56\u7565\uff0c\u8fde\u5411\u91cf\u6570\u636e\u5e93\u90fd\u7701\u4e86\u3002\u4e2d\u5c0f\u56e2\u961f\u4e0a\u7ebf\u6210\u672c\u8fd1\u4e4e\u4e3a\u96f6\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\u53ea\u8981\u4f60\u7684 LLM \u5e94\u7528\u6709\u9ad8\u9891\u91cd\u590d\u95ee\u9898\uff08\u5ba2\u670d\/HR\/IT \u652f\u6301\uff09\uff0c\u88c5 LangCache \u5c31\u662f ROI \u6700\u9ad8\u7684\u7b2c\u4e00\u6b65\uff0c\u6bd4\u6362\u6a21\u578b\u8fd8\u5feb\u89c1\u6548\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\/meet-redis-langcache-a-managed-semantic-cache-that-cuts-llm-api-costs-by-up-to-90-and-returns-cache-hits-up-to-15x-faster\/\" 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. Amazon Quick Automate \u4e0a\u7ebf\u7aef\u5230\u7aef RFI \u95ee\u5377\u5de5\u4f5c\u6d41\uff1aS3 \u6587\u6863\u89e3\u6790 \u2192 NL \u63d0\u53d6 \u2192 CSV \u8f93\u51fa\uff0c\u5f00\u53d1\u8017\u65f6\u4ece\u5929\u7ea7\u964d\u81f3\u5c0f\u65f6\u7ea7<\/h2>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">Quick Automate \u53ef\u76f4\u63a5\u8bfb\u53d6 S3 \u4e2d\u591a\u6807\u7b7e Excel RFI \u95ee\u5377\uff0c\u7528\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u63d0\u53d6\u2018\u6280\u672f\u53c2\u6570\u2019\u2018\u4ea4\u4ed8\u5468\u671f\u2019\u2018\u8d28\u4fdd\u6761\u6b3e\u2019\u7b49\u5b57\u6bb5\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u652f\u6301\u5bf9\u8bdd\u5f0f\u8c03\u8bd5\uff1a\u7528\u6237\u53cd\u9988\u2018\u6f0f\u4e86\u7b2c 3 \u9875\u7684\u9a8c\u6536\u6807\u51c6\u2019\uff0c\u7cfb\u7edf\u81ea\u52a8\u4fee\u6b63 prompt \u5e76\u91cd\u8dd1\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u6700\u7ec8\u751f\u6210\u7ed3\u6784\u5316 CSV \u5199\u56de S3\uff0c\u4f9b\u91c7\u8d2d\u7cfb\u7edf\u81ea\u52a8\u6bd4\u4ef7\uff0c\u5168\u6d41\u7a0b\u65e0\u9700\u5199\u4e00\u884c\u4ee3\u7801\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\uff1aRFI\uff08\u4fe1\u606f\u5f81\u8be2\uff09\u662f\u91c7\u8d2d\/\u62db\u6807\u4e2d\u6700\u8017\u4eba\u529b\u7684\u73af\u8282\u4e4b\u4e00\uff0c\u4f20\u7edf\u65b9\u5f0f\u9700\u4eba\u5de5\u590d\u5236\u7c98\u8d34 10+ \u4f9b\u5e94\u5546\u6587\u6863\u3002Quick Automate \u5c06\u5176\u53d8\u6210\u2018\u4e0a\u4f20\u2192\u63d0\u95ee\u2192\u4e0b\u8f7d\u2019\u4e09\u6b65\u64cd\u4f5c\uff0c\u4e14\u4fdd\u7559\u5b8c\u6574\u5ba1\u8ba1\u94fe\uff08\u8c01\u6539\u4e86\u54ea\u6761 prompt\u3001\u54ea\u6b21\u8fd0\u884c\u7ed3\u679c\uff09\u3002\u5bf9\u56fd\u4f01\u3001\u5236\u9020\u4e1a\u91c7\u8d2d\u90e8\u95e8\u6781\u5177\u5b9e\u64cd\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\u91c7\u8d2d\u603b\u76d1\u522b\u518d\u50ac IT \u5f00\u53d1 RFI \u5de5\u5177\u4e86\uff0c\u4eca\u5929\u5c31\u7528 Quick Automate \u628a\u4e0a\u5b63\u5ea6 20 \u4efd RFI \u8865\u8dd1\u4e00\u904d\uff0c\u6548\u679c\u7acb\u89c1\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-an-end-to-end-rfi-questionnaire-workflow-using-amazon-quick-automate\/\" 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. DeepSeek-V4.1-Flash \u6b63\u5f0f\u53d1\u5e03\uff1a552B \u53c2\u6570 multimodal \u6a21\u578b\uff0cKV \u7f13\u5b58\u5185\u5b58\u964d\u81f3 1\/4<\/h2>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">V4.1-Flash \u662f DeepSeek \u6700\u65b0 multimodal MoE \u6a21\u578b\uff0c\u542b 552B \u4e3b\u5e72\u53c2\u6570 + 196B Engram \u53c2\u6570\uff0c\u652f\u6301 1M token \u4e0a\u4e0b\u6587\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u91c7\u7528 FP4 KV cache \u4e0e cross-layer attention reuse \u6280\u672f\uff0c\u663e\u5b58\u5360\u7528\u4ec5\u4e3a\u524d\u4ee3 V4 \u7684 25%\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5728 DeepSWE \u7f16\u7a0b\u57fa\u51c6\u4e0a\u5f97\u5206\u8d85\u8d8a GPT-Astra\uff0c\u63a8\u7406\u541e\u5410\u8fbe 128 tokens\/sec\uff08A100 80GB\uff09\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\u4e13\u4e3a Agent \u573a\u666f\u4f18\u5316\uff1a\u957f\u4e0a\u4e0b\u6587+\u4f4e\u663e\u5b58=\u66f4\u957f\u7684\u81ea\u4e3b\u601d\u8003\u94fe\uff08chain-of-thought\uff09\u548c\u66f4\u4f4e\u7684\u786c\u4ef6\u95e8\u69db\u3002\u4e2d\u5c0f\u56e2\u961f\u7528\u5355\u5f20 A100 \u5c31\u80fd\u8dd1\u8d77\u652f\u6301\u590d\u6742\u5de5\u5177\u8c03\u7528\u7684 Agent\uff0c\u4e0d\u518d\u88ab\u663e\u5b58\u5899\u5361\u6b7b\u3002\u4f46\u6ce8\u610f\uff1a\u591a\u6a21\u6001\u80fd\u529b\u76ee\u524d\u4ec5\u9650\u56fe\u6587\uff0c\u6682\u4e0d\u652f\u6301\u89c6\u9891\u5e27\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\u672c\u5730\u90e8\u7f72 Agent \u53c8\u5361\u5728\u663e\u5b58\uff1fV4.1-Flash \u662f\u5f53\u524d\u6027\u4ef7\u6bd4\u6700\u9ad8\u7684\u9009\u62e9\uff0c\u5c24\u5176\u9002\u5408\u9700\u8981\u767e\u4e07 token \u4e0a\u4e0b\u6587\u7684\u6cd5\u5f8b\/\u91d1\u878d\u6587\u6863 Agent\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">The Decoder \u00b7 <a href=\"https:\/\/the-decoder.com\/new-deepseek-model-v4-1-flash-cuts-memory-needs-for-ai-agents\/\" 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. Amazon SageMaker HyperPod \u65b0\u589e\u6a21\u578b\u7f13\u5b58\uff1a\u51b7\u542f\u52a8\u4ece\u6570\u5341\u5206\u949f\u538b\u7f29\u81f3\u79d2\u7ea7<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59\/2026\/09\/08\/ML-21820-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;\">HyperPod \u73b0\u652f\u6301\u6a21\u578b\u6743\u91cd\u4e0e\u5bb9\u5668\u955c\u50cf\u9884\u52a0\u8f7d\u81f3\u8282\u70b9\u672c\u5730 NVMe \u5b58\u50a8\uff0c\u907f\u514d\u6bcf\u6b21\u63a8\u7406\u90fd\u7f51\u7edc\u62c9\u53d6\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5b9e\u6d4b Llama 3.1 70B \u6a21\u578b\u51b7\u542f\u52a8\u65f6\u95f4\u4ece 22 \u5206\u949f\u964d\u81f3 3.7 \u79d2\uff0c\u96c6\u7fa4\u8d44\u6e90\u5229\u7528\u7387\u63d0\u5347 35%\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u914d\u7f6e\u53ea\u9700\u5728 SageMaker SDK \u4e2d\u542f\u7528 cache_policy \u53c2\u6570\uff0c\u65e0\u9700\u4fee\u6539\u6a21\u578b\u4ee3\u7801\u6216\u5bb9\u5668\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\u5927\u6a21\u578b\u63a8\u7406\u670d\u52a1\u5316\u7684\u5173\u952e\u4e00\u8dc3\uff1a\u8fc7\u53bb\u4f01\u4e1a\u4e0d\u6562\u7528\u5927\u6a21\u578b\u505a\u5b9e\u65f6\u670d\u52a1\uff0c\u4e3b\u56e0\u662f\u51b7\u542f\u52a8\u4e0d\u53ef\u63a7\u3002\u73b0\u5728 HyperPod \u8ba9\u5b83\u50cf\u666e\u901a\u5fae\u670d\u52a1\u4e00\u6837\u7a33\u5b9a\u542f\u505c\uff0c\u7279\u522b\u9002\u5408\u9700\u8981\u7a81\u53d1\u6269\u5bb9\u7684 Agent \u573a\u666f\uff08\u5982\u7535\u5546\u5927\u4fc3\u671f\u95f4\u5ba2\u670d Agent \u6d6a\u6d8c\uff09\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\u7684 Agent \u7ecf\u5e38\u2018\u7b2c\u4e00\u53e5\u8bdd\u6162\u5f97\u50cf\u5728\u601d\u8003\u4eba\u751f\u2019\uff0cHyperPod \u6a21\u578b\u7f13\u5b58\u5c31\u662f\u6700\u5feb\u7684\u6b62\u75db\u836f\uff0c\u6539\u4e00\u884c\u914d\u7f6e\u5c31\u80fd\u4e0a\u7ebf\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\/reduce-inference-cold-starts-on-amazon-sagemaker-hyperpod-with-model-caching\/\" 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. Amazon SageMaker Inference \u63a8\u51fa\u524d\u7f00\u611f\u77e5\u8def\u7531\uff1aKV \u7f13\u5b58\u547d\u4e2d\u7387\u4ece 25% \u63d0\u5347\u81f3 80%+<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59\/2026\/09\/10\/ML-21885-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;\">\u65b0\u529f\u80fd prefix-aware routing \u5c06\u76f8\u540c prompt \u524d\u7f00\u7684\u8bf7\u6c42\u8def\u7531\u81f3\u540c\u4e00\u5b9e\u4f8b\uff0c\u4fdd\u6301 KV cache \u6e29\u70ed\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5728 Llama 3.1 70B \u5b9e\u6d4b\u4e2d\uff0cP50 \u9996 token \u5ef6\u8fdf\u964d\u4f4e 77%\uff0cP95 \u5ef6\u8fdf\u964d\u4f4e 63%\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5bf9 Agent \u573a\u666f\u5c24\u4e3a\u5173\u952e\u2014\u2014\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u7528\u6237\u53cd\u590d\u8ffd\u95ee\u540c\u4e00\u4e3b\u9898\uff08\u5982\u2018\u7ee7\u7eed\u5206\u6790\u521a\u624d\u7684\u8d22\u62a5\u2019\uff09\uff0c\u7f13\u5b58\u590d\u7528\u7387\u5927\u5e45\u63d0\u5347\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 Agent \u6027\u80fd\u74f6\u9888\uff1a\u591a\u8f6e\u5bf9\u8bdd\u4e2d\uff0c\u6bcf\u6b21\u7528\u6237\u8bf4\u2018\u7ee7\u7eed\u2019\uff0c\u4f20\u7edf\u8def\u7531\u4f1a\u8ba9\u8bf7\u6c42\u968f\u673a\u843d\u5230\u4e0d\u540c\u5b9e\u4f8b\uff0c\u5bfc\u81f4\u6bcf\u6b21\u90fd\u91cd\u7b97 KV cache\u3002prefix-aware routing \u8ba9 Agent \u50cf\u4eba\u7c7b\u4e00\u6837\u2018\u8bb0\u4f4f\u4e0a\u4e0b\u6587\u2019\uff0c\u662f\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u6700\u52a1\u5b9e\u7684\u6280\u672f\u5347\u7ea7\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\uff1aAgent \u54cd\u5e94\u6162\uff1f\u5148\u5f00 prefix-aware routing\uff0c\u6bd4\u6362 GPU \u66f4\u5feb\u89c1\u6548\u2014\u2014\u5c24\u5176\u9002\u5408\u5bf9\u8bdd\u5f0f\u5ba2\u670d\u3001\u6295\u987e\u7b49\u5f3a\u4ea4\u4e92\u573a\u666f\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\/reduce-llm-latency-with-prefix-aware-routing-on-amazon-sagemaker-inference\/\" 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. Pocket FM\uff1a\u5370\u5ea6\u97f3\u9891\u5e73\u53f0\u7528 AI \u751f\u4ea7 93% \u5185\u5bb9\uff0c\u5236\u4f5c\u6210\u672c\u964d\u4e3a\u539f\u6765\u7684 1\/80<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/techcrunch.com\/wp-content\/uploads\/2026\/09\/pocket-fm.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;\">Pocket FM \u5229\u7528\u81ea\u7814 AI \u5de5\u5177\u94fe\u751f\u6210 99% \u65b0\u4e0a\u7ebf\u97f3\u9891\u5185\u5bb9\uff08\u5e7f\u64ad\u5267\u3001\u6709\u58f0\u4e66\uff09\uff0c\u8986\u76d6 12 \u79cd\u5370\u5ea6\u65b9\u8a00\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5355\u96c6\u5236\u4f5c\u6210\u672c\u4ece\u4eba\u5de5 800 \u7f8e\u5143\u964d\u81f3 AI 10 \u7f8e\u5143\uff0c\u5185\u5bb9\u4e0a\u7ebf\u5468\u671f\u4ece 2 \u5468\u538b\u7f29\u81f3 4 \u5c0f\u65f6\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u7528\u6237\u6536\u542c\u65f6\u957f\u589e\u957f 3.2 \u500d\uff0c\u4ed8\u8d39\u8f6c\u5316\u7387\u63d0\u5347 27%\uff0c\u9a8c\u8bc1 AI \u5185\u5bb9\u5177\u5907\u771f\u5b9e\u5546\u4e1a\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\u8fd9\u4e0d\u662f\u73a9\u5177 Demo\uff0c\u800c\u662f\u5df2\u8dd1\u901a\u7684\u76c8\u5229\u6a21\u578b\uff1aAI \u4e0d\u662f\u66ff\u4ee3\u7f16\u5267\uff0c\u800c\u662f\u5c06\u521b\u610f\u4eba\u5458\u4ece\u2018\u5f55\u97f3-\u526a\u8f91-\u6df7\u97f3\u2019\u4e2d\u89e3\u653e\uff0c\u4e13\u6ce8\u6545\u4e8b\u67b6\u6784\u4e0e\u89d2\u8272\u8bbe\u8ba1\u3002\u5bf9\u56fd\u5185\u6709\u58f0\u4e66\u3001\u77e5\u8bc6\u4ed8\u8d39\u3001\u672c\u5730\u751f\u6d3b\u97f3\u9891\u5e73\u53f0\u800c\u8a00\uff0c\u5176\u5de5\u5177\u94fe\u7ec4\u5408\uff08TTS+\u5267\u60c5\u751f\u6210+\u65b9\u8a00\u9002\u914d\uff09\u53ef\u76f4\u63a5\u501f\u9274\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\u4f60\u7684\u77e5\u8bc6\u4ed8\u8d39\u8bfe\u7a0b\u8fd8\u5728\u627e\u914d\u97f3\uff1fPocket FM \u7684\u8def\u5f84\u8bc1\u660e\uff1aAI \u97f3\u9891\u4e0d\u662f\u964d\u8d28\uff0c\u800c\u662f\u7528 1\/80 \u6210\u672c\u6253\u5f00 10 \u500d\u7528\u6237\u89c4\u6a21\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\/indias-pocket-fm-doubles-revenue-run-rate-to-500m-as-ai-powers-93-of-audio-content\/\" 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. NVIDIA \u4e0e Palantir \u5408\u4f5c\u6253\u9020 AI \u4f9b\u5e94\u94fe\u4e2d\u67a2\uff1a\u5148\u63a5\u7ba1 NVIDIA \u81ea\u8eab\u767e\u4e07\u7ea7\u96f6\u90e8\u4ef6\u8c03\u5ea6<\/h2>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u53cc\u65b9\u8054\u5408\u5f00\u53d1 AI \u4f9b\u5e94\u94fe\u5e73\u53f0\uff0c\u878d\u5408 Palantir Foundry \u6570\u636e\u64cd\u4f5c\u7cfb\u7edf\u4e0e NVIDIA \u7684 BioNeMo\u3001Omniverse \u6570\u5b57\u5b6a\u751f\u80fd\u529b\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u9996\u671f\u843d\u5730 NVIDIA \u5168\u7403\u4f9b\u5e94\u94fe\uff0c\u5b9e\u65f6\u8ffd\u8e2a 120 \u4e07\u79cd\u96f6\u90e8\u4ef6\u5e93\u5b58\u3001\u7269\u6d41\u3001\u4ea7\u80fd\u7ea6\u675f\uff0c\u5e76\u81ea\u52a8\u89e6\u53d1\u8865\u8d27\/\u5207\u6362\u4f9b\u5e94\u5546\u51b3\u7b56\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u8bd5\u70b9 3 \u4e2a\u6708\u540e\uff0c\u7f3a\u8d27\u9884\u8b66\u51c6\u786e\u7387\u63d0\u5347\u81f3 94%\uff0c\u7d27\u6025\u7a7a\u8fd0\u6210\u672c\u4e0b\u964d 31%\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\u5de5\u4e1a\u7ea7 AI Agent \u7684\u6807\u6746\u6848\u4f8b\uff1a\u4e0d\u662f\u5355\u70b9\u4f18\u5316\uff0c\u800c\u662f\u5c06\u91c7\u8d2d\u3001\u751f\u4ea7\u3001\u7269\u6d41\u3001\u4ed3\u50a8\u5168\u94fe\u8def\u6570\u636e\u6253\u901a\uff0c\u8ba9 Agent \u57fa\u4e8e\u5b9e\u65f6\u7ea6\u675f\u81ea\u4e3b\u51b3\u7b56\u3002\u5bf9\u4e2d\u56fd\u5236\u9020\u4f01\u4e1a\u800c\u8a00\uff0c\u5176\u4ef7\u503c\u4e0d\u5728\u2018\u70ab\u6280\u2019\uff0c\u800c\u5728\u89e3\u51b3\u2018\u82af\u7247\u65ad\u4f9b\u2019\u2018\u6d77\u8fd0\u5ef6\u8bef\u2019\u7b49\u771f\u5b9e\u751f\u5b58\u95ee\u9898\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\u518d\u8bf4\u2018\u6211\u4eec\u4f9b\u5e94\u94fe\u592a\u590d\u6742 AI \u641e\u4e0d\u5b9a\u2019\u2014\u2014\u8fde NVIDIA \u767e\u4e07\u96f6\u4ef6\u90fd\u80fd\u7ba1\uff0c\u4f60\u4ea7\u7ebf\u7684 BOM \u8868\u548c ERP \u6570\u636e\uff0c\u5c31\u662f Agent \u6700\u8be5\u5403\u7684\u5934\u9053\u83dc\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">The Decoder \u00b7 <a href=\"https:\/\/the-decoder.com\/nvidia-and-palantir-team-up-to-run-supply-chains-with-ai-starting-with-nvidias-own-million-part-operation\/\" 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. Slack \u63a8\u51fa Slackforce Surfaces\uff1a\u804a\u5929\u6846\u5185 AI \u751f\u6210\u4ea4\u4e92\u5f0f\u56fe\u8868\u4e0e\u5fae\u7ad9<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2026\/09\/IMG_2464.png?quality=90&amp;amp;strip=all&amp;amp;crop=0%2C9.8234763765205%2C100%2C80.353047246959&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\u529f\u80fd\u5141\u8bb8\u7528\u6237\u5728 Slack \u4e2d\u5bf9 Slackbot \u63cf\u8ff0\u9700\u6c42\uff08\u5982\u2018\u5c55\u793a Q3 \u5404\u533a\u57df\u9500\u552e\u989d\u5bf9\u6bd4\u2019\uff09\uff0cAI \u81ea\u52a8\u4ece Google Sheets\/Salesforce \u62c9\u53d6\u6570\u636e\u5e76\u751f\u6210\u53ef\u7b5b\u9009\u56fe\u8868\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u652f\u6301\u4e00\u952e\u53d1\u5e03\u4e3a\u5fae\u7ad9\uff08microsite\uff09\uff0c\u5d4c\u5165\u7f51\u9875\u6216\u90ae\u4ef6\uff0c\u6743\u9650\u53ef\u63a7\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5b9e\u6d4b\u9500\u552e\u56e2\u961f\u7528\u8be5\u529f\u80fd\u5c06\u5468\u62a5\u5236\u4f5c\u65f6\u95f4\u4ece 5 \u5c0f\u65f6\u7f29\u77ed\u81f3 12 \u5206\u949f\uff0c\u4e14\u6570\u636e\u5b9e\u65f6\u8054\u52a8\u6e90\u7cfb\u7edf\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\u4f01\u4e1a\u534f\u4f5c\u5de5\u5177\u6b63\u5f0f\u8fdb\u5165\u2018AI \u539f\u751f\u2019\u9636\u6bb5\uff1a\u6570\u636e\u4e0d\u518d\u9700\u8981\u5bfc\u51fa-\u52a0\u5de5-\u5bfc\u5165\uff0c\u800c\u662f\u5728\u534f\u4f5c\u6d41\u4e2d\u5b9e\u65f6\u751f\u6210\u53ef\u64cd\u4f5c\u6d1e\u5bdf\u3002\u5bf9\u5e02\u573a\u3001\u9500\u552e\u3001\u8fd0\u8425\u7b49\u5f3a\u6570\u636e\u9a71\u52a8\u5c97\u4f4d\uff0c\u5b83\u8ba9\u2018\u4f1a\u63d0\u95ee\u2019\u6210\u4e3a\u65b0\u751f\u4ea7\u529b\u6838\u5fc3\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\u4f60\u7684\u65e5\u62a5\u8fd8\u5728 copy-paste Excel\uff1fSlackforce Surfaces \u8bc1\u660e\uff1a\u6700\u597d\u7684 BI \u5de5\u5177\uff0c\u5df2\u7ecf\u85cf\u5728\u4f60\u6bcf\u5929\u6253\u5f00\u6700\u591a\u7684\u804a\u5929\u6846\u91cc\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\/tech\/989853\/slackforce-surfaces-launch\" 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. Universal Music \u4e0e ElevenLabs \u63a8\u51fa AI \u97f3\u4e50\u5e73\u53f0\uff1a\u6388\u6743\u66f2\u5e93\u9a71\u52a8\u5b89\u5168 Remix \u4e0e\u521b\u4f5c<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/platform.theverge.com\/wp-content\/uploads\/sites\/2\/2025\/02\/STK467_AI_MUSIC_CVirginia_A.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;\">\u5e73\u53f0\u5141\u8bb8\u7528\u6237\u57fa\u4e8e UMG \u6570\u767e\u4e07\u9996\u6388\u6743\u66f2\u76ee\u8fdb\u884c AI Remix\u3001\u98ce\u683c\u8fc1\u79fb\u3001\u4eba\u58f0\u66ff\u6362\uff0c\u6240\u6709\u8f93\u51fa\u53d7\u7248\u6743\u6c34\u5370\u4e0e\u4f7f\u7528\u8bb8\u53ef\u7ba1\u63a7\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">ElevenLabs \u63d0\u4f9b\u8bed\u97f3\u514b\u9686\u4e0e\u97f3\u4e50\u751f\u6210\u6a21\u578b\uff0cUMG \u63d0\u4f9b\u66f2\u5e93+\u7248\u6743\u6e05\u7b97\u80fd\u529b\uff0c\u89c4\u907f\u6cd5\u5f8b\u98ce\u9669\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u9996\u6279\u9762\u5411\u521b\u4f5c\u8005\u5f00\u653e\uff0c\u672a\u6765\u5c06\u5d4c\u5165 Spotify\u3001Apple Music \u7b49\u6d41\u5a92\u4f53\u5e73\u53f0\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\u5185\u5bb9\u4ea7\u4e1a AI \u5316\u7684\u7834\u51b0\u4e4b\u4e3e\uff1a\u65e2\u91ca\u653e\u521b\u4f5c\u8005\u6f5c\u529b\uff0c\u53c8\u5b88\u4f4f\u7248\u6743\u5e95\u7ebf\u3002\u5bf9\u56fd\u5185 MCN\u3001\u97f3\u4e50\u5e73\u53f0\u3001\u6559\u80b2\u673a\u6784\u800c\u8a00\uff0c\u5176\u2018\u6388\u6743\u6570\u636e+\u53ef\u63a7\u751f\u6210+\u5408\u89c4\u5206\u53d1\u2019\u4e09\u89d2\u6a21\u578b\uff0c\u6bd4\u7eaf\u5f00\u6e90\u6a21\u578b\u66f4\u5177\u843d\u5730\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\u522b\u518d\u7ea0\u7ed3\u2018AI \u4f1a\u4e0d\u4f1a\u641e\u57ae\u97f3\u4e50\u4eba\u2019\u2014\u2014UMG \u7684\u505a\u6cd5\u544a\u8bc9\u4f60\uff1a\u628a\u7248\u6743\u5f53\u57fa\u5efa\uff0cAI \u624d\u662f\u653e\u5927\u521b\u610f\u7684\u65b0\u5587\u53ed\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\/993465\/universal-music-elevenlabs-ai\" 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. Meta Muse \u5728 WhatsApp \u4e0a\u5b9e\u73b0\u5168\u94fe\u8def\u5546\u52a1\u4ee3\u7406\uff1a\u6bd4\u4ef7\u3001\u4e0b\u5355\u3001\u8bae\u4ef7\u3001\u552e\u540e\u5168\u6258\u7ba1<\/h2>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">Muse \u53ef\u63a5\u5165\u7528\u6237 WhatsApp \u8d26\u6237\uff0c\u5728\u804a\u5929\u4e2d\u81ea\u52a8\u5b8c\u6210\u5546\u54c1\u6bd4\u4ef7\u3001\u4e0b\u5355\u652f\u4ed8\u3001\u4ef7\u683c\u534f\u5546\uff08\u5982\u5411\u5546\u5bb6\u53d1\u9001\u2018\u540c\u6b3e\u80fd\u5426 8 \u6298\uff1f\u2019\uff09\u3001\u7269\u6d41\u8ffd\u8e2a\u3001\u9000\u8d27\u7533\u8bf7\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5df2\u652f\u6301 17 \u56fd\u7535\u5546\u7f51\u7ad9\u53ca\u672c\u5730\u96f6\u552e\u5546\uff0c\u8bae\u4ef7\u6210\u529f\u7387\u8d85 63%\uff08\u57fa\u4e8e 200 \u4e07\u6b21\u771f\u5b9e\u5bf9\u8bdd\u7edf\u8ba1\uff09\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u7528\u6237\u65e0\u9700\u8df3\u8f6c App\uff0c\u5168\u7a0b\u5728 WhatsApp \u5185\u5b8c\u6210\uff0c\u4f1a\u8bdd\u6570\u636e\u7aef\u5230\u7aef\u52a0\u5bc6\uff0c\u4e0d\u4e0a\u4f20 Meta \u670d\u52a1\u5668\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\u6d88\u8d39\u9886\u57df Agent \u843d\u5730\u6700\u6210\u719f\u7684\u6848\u4f8b\uff1a\u5b83\u4e0d\u8ffd\u6c42\u2018\u5168\u80fd\u2019\uff0c\u800c\u662f\u6b7b\u78d5\u8d2d\u7269\u51b3\u7b56\u94fe\u4e2d\u6700\u8017\u795e\u7684 3 \u4e2a\u73af\u8282\u2014\u2014\u6bd4\u4ef7\u3001\u780d\u4ef7\u3001\u552e\u540e\u3002\u5bf9\u8de8\u5883\u7535\u5546\u3001\u672c\u5730\u751f\u6d3b\u670d\u52a1\u5e73\u53f0\u800c\u8a00\uff0cMuse \u7684 WhatsApp 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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 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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<li style=\"margin:6px 0\"><a href=\"https:\/\/www.idolool.com\/ai\/ai-info-2026-09-03\/\">AWS AgentCore \u5b9e\u73b0 .NET \u4ee3\u7801\u81ea\u52a8\u8f6c\u67b6\u6784\u56fe\u4e0e\u53ef\u641c\u7d22\u6587\u6863\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\u4eca\u5929 OpenAI \u628a\u8fd9\u5957\u80fd\u529b\u6253\u5305\u6210 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