{"id":730,"date":"2026-09-12T08:00:03","date_gmt":"2026-09-12T00:00:03","guid":{"rendered":"https:\/\/www.idolool.com\/ai\/ai-info-2026-09-09\/"},"modified":"2026-09-12T08:00:03","modified_gmt":"2026-09-12T00:00:03","slug":"ai-info-2026-09-09","status":"publish","type":"post","link":"https:\/\/www.idolool.com\/ai\/ai-info-2026-09-09\/","title":{"rendered":"HPE Zerto\u7528Bedrock\u5efa\u672c\u5730\u5316\u6545\u969c\u6392\u67e5Agent\uff5cAI\u843d\u5730\u4e0eAgent"},"content":{"rendered":"

\u6709\u4eba\u628a\u6574\u5957\u62a5\u5173\u6d41\u7a0b\u4ea4\u7ed9\u4e86 Agent\uff0c\u4eba\u53ea\u7b7e\u5b57\uff1b\u6709\u4eba\u8ba9 AI \u5728\u5ba2\u6237\u673a\u623f\u91cc\u81ea\u5df1\u67e5\u707e\u5907\u7cfb\u7edf\u2014\u2014\u8fd9\u624d\u662f\u771f\u843d\u5730\u3002<\/p>\n

\u258d\u4eca\u65e5\u4e3b\u6253<\/p>\n

HPE Zerto \u7528 Amazon Bedrock \u6784\u5efa\u672c\u5730\u5316\u591a Agent \u6545\u969c\u6392\u67e5\u7cfb\u7edf<\/h2>\n

<\/p>\n

HPE Zerto \u57fa\u4e8e Amazon Bedrock \u6784\u5efa\u4e86\u4e00\u5957\u8fd0\u884c\u5728\u5ba2\u6237\u672c\u5730\u73af\u5883\u7684\u591a Agent \u6545\u969c\u6392\u67e5\u7cfb\u7edf\uff0c\u4e13\u7528\u4e8e\u707e\u5907\uff08DR\uff09\u573a\u666f\u3002\u5b83\u4e0d\u4f9d\u8d56\u516c\u6709\u4e91 API \u8c03\u7528\uff0c\u6240\u6709\u63a8\u7406\u3001\u6570\u636e\u89e3\u6790\u3001\u51b3\u7b56\u94fe\u5747\u5728\u5ba2\u6237\u79c1\u6709\u7f51\u7edc\u5185\u5b8c\u6210\uff0cAgent \u901a\u8fc7 Strands Agents \u6846\u67b6\u5b9e\u73b0 on-prem \u90e8\u7f72\uff0c\u5e76\u76f4\u63a5\u63a5\u5165\u5b9e\u65f6\u707e\u5907\u76d1\u63a7\u6d41\u4e0e\u65e5\u5fd7\u6570\u636e\u5e93\u3002\u5173\u952e\u7a81\u7834\u5728\u4e8e\u2018\u63a5\u5730\u2019\uff1aAgent \u4e0d\u518d\u662f\u6cdb\u6cdb\u95ee\u7b54\uff0c\u800c\u662f\u80fd\u8bfb\u53d6\u771f\u5b9e DR \u72b6\u6001\u7801\u3001\u6bd4\u5bf9 SLA \u8fdd\u89c4\u9608\u503c\u3001\u81ea\u52a8\u89e6\u53d1\u6839\u56e0\u5206\u6790\u8def\u5f84\uff0c\u5e76\u751f\u6210\u5e26\u8bc1\u636e\u94fe\u7684\u4fee\u590d\u5efa\u8bae\u3002<\/p>\n

\u8fd9\u5bf9\u60f3\u843d\u5730 AI \u81ea\u52a8\u5316\u7684 IT \u8fd0\u7ef4\/\u707e\u5907\u670d\u52a1\u5546\u610f\u5473\u7740\uff1a\u4e0d\u5fc5\u7b49\u2018\u5168\u4e0a\u4e91\u2019\u624d\u80fd\u542f\u52a8 Agent \u9879\u76ee\u3002Zerto \u7684\u67b6\u6784\u8bc1\u660e\uff0c\u53ea\u8981\u5b9a\u4e49\u597d\u6570\u636e\u63a5\u53e3\u89c4\u8303\uff08\u5982 Prometheus metrics + JSON schema \u65e5\u5fd7\uff09\uff0c\u5c31\u80fd\u628a Agent \u2018\u585e\u8fdb\u2019\u73b0\u6709\u6df7\u5408\u4e91\u751a\u81f3\u7eaf\u672c\u5730\u73af\u5883\u3002\u5f00\u53d1\u8005\u53ef\u590d\u7528\u5176\u4e09\u5c42\u8bbe\u8ba1\uff1a\u611f\u77e5\u5c42\uff08\u8f7b\u91cf\u91c7\u96c6\u5668\uff09\u3001\u63a8\u7406\u5c42\uff08Bedrock \u591a Agent \u534f\u4f5c\uff09\u3001\u6267\u884c\u5c42\uff08\u9884\u7f6e Ansible Playbook \u6216 CLI \u5c01\u88c5\uff09\u3002<\/p>\n

\u5224\u65ad\uff1a\u9002\u5408\u5df2\u6709\u6210\u719f\u707e\u5907\u4f53\u7cfb\u4f46\u4eba\u529b\u5de1\u68c0\u6210\u672c\u9ad8\u7684\u4e2d\u5927\u578b\u4f01\u4e1a\uff08\u91d1\u878d\u3001\u533b\u7597\u3001\u653f\u52a1\uff09\uff0c\u4e0d\u9002\u5408\u4ece\u96f6\u5efa\u76d1\u63a7\u7684\u5c0f\u56e2\u961f\u3002\u843d\u5730\u95e8\u69db\u4e0d\u5728\u6a21\u578b\uff0c\u800c\u5728\u2018\u628a Agent \u5f53\u6210\u4e00\u4e2a\u65b0\u8fd0\u7ef4\u7ec4\u4ef6\u6765\u7ba1\u7406\u2019\u2014\u2014\u9700\u914d\u5957\u5efa\u7acb Agent \u884c\u4e3a\u5ba1\u8ba1\u65e5\u5fd7\u3001\u6743\u9650\u6c99\u7bb1\u548c fallback \u4eba\u5de5\u63a5\u7ba1\u901a\u9053\u3002\u522b\u5148\u5806\u5927\u6a21\u578b\uff0c\u5148\u7406\u6e05\u4f60\u6700\u5e38\u6551\u706b\u7684\u90a33\u7c7b DR \u544a\u8b66\u600e\u4e48\u88ab\u7ed3\u6784\u5316\u3002<\/p>\n

\u2014\u2014 \u4ee5\u4e0b\u662f\u4eca\u5929\u7684\u5168\u90e8 15 \u6761\u901f\u89c8 \u2014\u2014<\/p>\n

Agent \u4e0e\u6d41\u7a0b\u81ea\u52a8\u5316<\/h2>\n

1. HPE Zerto \u7528 Amazon Bedrock \u6784\u5efa\u672c\u5730\u5316\u591a Agent \u6545\u969c\u6392\u67e5\u7cfb\u7edf<\/h2>\n

<\/p>\n

HPE Zerto \u57fa\u4e8e Amazon Bedrock \u5f00\u53d1\u4e86\u4e00\u5957\u8fd0\u884c\u5728\u5ba2\u6237\u672c\u5730\u73af\u5883\u7684 agentic \u6545\u969c\u6392\u67e5\u7cfb\u7edf\uff0c\u4e13\u7528\u4e8e\u707e\u5907\uff08DR\uff09\u573a\u666f\uff0c\u6240\u6709\u63a8\u7406\u4e0e\u51b3\u7b56\u5747\u5728\u5ba2\u6237\u79c1\u6709\u7f51\u7edc\u5185\u5b8c\u6210\uff1b<\/p>\n

\u7cfb\u7edf\u91c7\u7528 Strands Agents \u6846\u67b6\u5b9e\u73b0 on-prem \u90e8\u7f72\uff0cAgent \u53ef\u76f4\u63a5\u63a5\u5165\u5b9e\u65f6\u707e\u5907\u76d1\u63a7\u6d41\u3001\u65e5\u5fd7\u6570\u636e\u5e93\u53ca SLA \u9608\u503c\u914d\u7f6e\uff1b<\/p>\n

\u8be5\u591a Agent \u67b6\u6784\u652f\u6301\u81ea\u52a8\u8bc6\u522b DR \u5f02\u5e38\u72b6\u6001\u7801\u3001\u6bd4\u5bf9\u5408\u89c4\u6027\u3001\u89e6\u53d1\u6839\u56e0\u5206\u6790\u8def\u5f84\uff0c\u5e76\u8f93\u51fa\u5e26\u8bc1\u636e\u94fe\u7684\u4fee\u590d\u5efa\u8bae\uff0c\u5df2\u6295\u5165\u5b9e\u9645\u5ba2\u6237\u73af\u5883\u4f7f\u7528\u3002<\/p>\n

\u53f7\u54e5\u8bf4\uff1a\u8fd9\u662f\u5c11\u6709\u7684\u3001\u660e\u786e\u5c06 Agent \u90e8\u7f72\u5728\u5ba2\u6237\u672c\u5730\u4e14\u76f4\u8fde\u751f\u4ea7\u6570\u636e\u6e90\u7684\u771f\u5b9e\u6848\u4f8b\u2014\u2014\u4e0d\u662f PoC\uff0c\u800c\u662f\u5df2\u5728\u4ea4\u4ed8\u4e2d\u3002\u5b83\u6253\u7834\u4e86\u2018Agent \u5fc5\u987b\u4e0a\u4e91\u8c03 API\u2019\u7684\u60ef\u6027\u8ba4\u77e5\uff0c\u4e3a\u91d1\u878d\u3001\u653f\u52a1\u7b49\u5f3a\u5408\u89c4\u884c\u4e1a\u63d0\u4f9b\u4e86\u53ef\u6284\u7684 on-prem Agent \u843d\u5730\u8303\u5f0f\uff1a\u7528\u8f7b\u91cf\u91c7\u96c6\u5668+Bedrock \u63a8\u7406+\u9884\u7f6e\u6267\u884c\u811a\u672c\uff0c\u4e09\u6bb5\u89e3\u8026\u3002<\/p>\n

\u843d\u5730\u63d0\u70b9\uff1a\u60f3\u8bd5\u672c\u5730 Agent\uff1f\u522b\u78b0\u5927\u6a21\u578b\u5fae\u8c03\uff0c\u5148\u628a\u4f60\u6700\u5e38\u5904\u7406\u76845\u4e2a\u544a\u8b66\u65e5\u5fd7\u683c\u5f0f\u6807\u51c6\u5316\uff0c\u518d\u7528 Bedrock AgentCore \u5199\u4e2a\u89e3\u6790+\u5206\u7c7b+\u5efa\u8bae\u6a21\u677f\u3002<\/p>\n

AWS Machine Learning Blog \u00b7 \u9605\u8bfb\u539f\u6587<\/a><\/p>\n

\n

2. Amazon Bedrock AgentCore \u652f\u6301 GitHub Actions \u81ea\u52a8\u5316\u8bc4\u4f30\u6d41\u6c34\u7ebf<\/h2>\n

<\/p>\n

AWS \u65b0\u63a8 AgentCore Evaluations \u529f\u80fd\uff0c\u53ef\u5c06 AI Agent \u7684\u6d4b\u8bd5\u8bc4\u4f30\u5d4c\u5165 GitHub Actions CI\/CD \u6d41\u6c34\u7ebf\uff1b<\/p>\n

\u652f\u6301\u90e8\u7f72 OAuth \u4fdd\u62a4\u7684 MCP\uff08Model Context Protocol\uff09\u670d\u52a1\u5668\u5230 AgentCore \u8fd0\u884c\u65f6\uff0c\u7528\u6d4b\u8bd5 prompt \u6279\u91cf\u8c03\u7528 Agent \u5e76\u81ea\u52a8\u8bc4\u5206\uff1b<\/p>\n

\u5f53 Agent \u884c\u4e3a\u51fa\u73b0\u56de\u5f52\uff08\u5982\u56de\u7b54\u504f\u79bb\u9884\u671f\u3001\u5de5\u5177\u8c03\u7528\u5931\u8d25\uff09\u65f6\uff0c\u53ef\u81ea\u52a8\u963b\u65ad Pull Request \u5408\u5e76\uff0c\u4fdd\u969c\u4e0a\u7ebf\u8d28\u91cf\u3002<\/p>\n

\u53f7\u54e5\u8bf4\uff1a\u8fd9\u662f\u9996\u4e2a\u5c06 Agent \u6d4b\u8bd5\u7eb3\u5165\u6807\u51c6 DevOps \u6d41\u7a0b\u7684\u5de5\u4e1a\u7ea7\u5b9e\u8df5\u3002\u5b83\u628a\u8fc7\u53bb\u9760\u4eba\u5de5\u62bd\u67e5\u7684 Agent \u884c\u4e3a\u9a8c\u8bc1\uff0c\u53d8\u6210\u4e86\u53ef\u7248\u672c\u5316\u3001\u53ef\u56de\u6eda\u3001\u53ef\u5ba1\u8ba1\u7684\u81ea\u52a8\u5316\u95e8\u7981\u3002\u5c24\u5176\u9002\u5408\u6b63\u5728\u6784\u5efa\u5ba2\u670d\/\u5ba1\u6279\/\u5355\u636e\u7c7b Agent \u7684\u56e2\u961f\u2014\u2014\u4f60\u7684 Agent \u4e0d\u518d\u662f\u9ed1\u76d2\uff0c\u800c\u662f\u4e00\u4e2a\u6709\u5355\u5143\u6d4b\u8bd5\u3001\u96c6\u6210\u6d4b\u8bd5\u3001\u56de\u5f52\u6d4b\u8bd5\u7684\u8f6f\u4ef6\u6a21\u5757\u3002<\/p>\n

\u843d\u5730\u63d0\u70b9\uff1a\u522b\u7b49 Agent \u4e0a\u7ebf\u540e\u518d\u8865\u6d4b\u8bd5\uff0c\u4eca\u5929\u5c31\u7ed9\u5b83\u52a0\u4e2a GitHub Action\uff1a\u6bcf\u6b21\u6539\u63d0\u793a\u8bcd\u6216\u5de5\u5177\u51fd\u6570\uff0c\u90fd\u8dd1\u4e00\u904d\u6838\u5fc3\u4e1a\u52a1\u573a\u666f\u7684 10 \u6761\u6d4b\u8bd5\u7528\u4f8b\u3002<\/p>\n

AWS Machine Learning Blog \u00b7 \u9605\u8bfb\u539f\u6587<\/a><\/p>\n

\n

3. DiDi \u7528 Amazon Bedrock \u6784\u5efa\u81ea\u4e3b\u53ef\u63a7\u7684\u667a\u80fd\u5ba2\u670d\u8d28\u68c0\u7cfb\u7edf<\/h2>\n

<\/p>\n

DiDi \u57fa\u4e8e Amazon Bedrock \u66ff\u6362\u4e86\u539f\u6709\u7b2c\u4e09\u65b9\u9ed1\u76d2\u5ba2\u670d\u8d28\u68c0\u5de5\u5177\uff0c\u81ea\u5efa\u900f\u660e\u3001\u53ef\u8fed\u4ee3\u7684 Contact Center QA \u7cfb\u7edf\uff1b<\/p>\n

\u610f\u56fe\u8bc6\u522b\u51c6\u786e\u7387\u4ece 38% \u63d0\u5347\u81f3 86%\uff0c\u5408\u89c4\u8bc4\u5206\u7a33\u5b9a\u8d85 90%\uff0cVoC\uff08\u5ba2\u6237\u58f0\u97f3\uff09\u8d8b\u52bf\u5206\u6790\u8017\u65f6\u4ece\u6570\u5c0f\u65f6\u538b\u7f29\u81f3\u5206\u949f\u7ea7\uff1b<\/p>\n

\u7cfb\u7edf\u652f\u6301\u897f\u73ed\u7259\u8bed\u548c\u8461\u8404\u7259\u8bed\u53cc\u8bed\u8d28\u68c0\uff0c\u4e14\u5168\u90e8\u6a21\u578b\u4e0e\u89c4\u5219\u7531 DiDi \u81ea\u4e3b\u638c\u63a7\uff0c\u65e0\u9700\u4f9d\u8d56\u5916\u90e8\u4f9b\u5e94\u5546\u3002<\/p>\n

\u53f7\u54e5\u8bf4\uff1a\u8fd9\u662f\u5178\u578b\u7684\u2018\u7528 Agent \u66ff\u6362\u5916\u5305 SaaS\u2019\u6848\u4f8b\uff1a\u4e0d\u8ffd\u6c42\u70ab\u6280\uff0c\u800c\u662f\u89e3\u51b3\u771f\u5b9e\u75db\u70b9\u2014\u2014\u7b2c\u4e09\u65b9\u5de5\u5177\u4e0d\u51c6\u3001\u4e0d\u53ef\u63a7\u3001\u4e0d\u652f\u6301\u5c0f\u8bed\u79cd\u3002DiDi \u7684\u505a\u6cd5\u6781\u5177\u666e\u9002\u6027\uff1a\u7528 Bedrock \u7684 RAG + \u5de5\u5177\u8c03\u7528\u80fd\u529b\uff0c\u628a\u8d28\u68c0\u89c4\u5219\uff08\u5982\u2018\u5fc5\u987b\u786e\u8ba4\u7528\u6237\u8eab\u4efd\u2019\uff09\u8f6c\u4e3a\u53ef\u6267\u884c\u903b\u8f91\uff0c\u628a\u5f55\u97f3\u8f6c\u6587\u672c\u7ed3\u679c\u5582\u7ed9 Agent \u5224\u5b9a\uff0c\u5168\u7a0b\u53ef\u89e3\u91ca\u3001\u53ef\u8c03\u8bd5\u3001\u53ef\u6309\u9700\u589e\u8bad\u3002<\/p>\n

\u843d\u5730\u63d0\u70b9\uff1a\u5ba2\u670d\u8d28\u68c0\u522b\u6025\u7740\u4e70 SaaS\uff0c\u5148\u7528 Bedrock Agent \u628a\u4f60\u6700\u5e38\u6263\u5206\u76843\u6761\u8d28\u68c0\u89c4\u5219\u8dd1\u901a\u2014\u2014\u6210\u672c\u4e0d\u5230\u5546\u7528\u5de5\u5177\u76841\/10\uff0c\u8fd8\u80fd\u968f\u65f6\u6539\u89c4\u5219\u3002<\/p>\n

AWS Machine Learning Blog \u00b7 \u9605\u8bfb\u539f\u6587<\/a><\/p>\n

\n

4. Reducto \u53d1\u5e03 r-1 \u5355\u6b21\u6587\u6863\u89e3\u6790\u6a21\u578b\uff0c\u9519\u8bef\u7387\u964d20%\uff0c\u5355\u4ef71\u7f8e\u5206\/\u9875<\/h2>\n

<\/p>\n

Reducto \u63a8\u51fa r-1 \u6a21\u578b\uff0c\u5c06 OCR\u3001\u7248\u9762\u5206\u6790\u3001\u8868\u683c\u8bc6\u522b\u3001\u683c\u5f0f\u8fd8\u539f\u3001\u8bed\u4e49 grounding \u5168\u90e8\u878d\u5408\u8fdb\u5355\u6b21\u524d\u5411\u4f20\u64ad\uff1b<\/p>\n

\u76f8\u6bd4\u4f20\u7edf\u591a\u9636\u6bb5 agentic pipeline\uff08OCR\u2192Layout\u2192Table\u2192RAG\uff09\uff0cr-1 \u9519\u8bef\u7387\u964d\u4f4e 20%\uff0c\u5904\u7406\u6210\u672c\u538b\u81f3 1 \u7f8e\u5206\/\u9875\uff1b<\/p>\n

\u8be5\u6a21\u578b\u5df2\u96c6\u6210\u8fdb Reducto \u6587\u6863\u5904\u7406 SDK\uff0c\u652f\u6301 PDF\/PPTX\/\u626b\u63cf\u56fe\u8f93\u5165\uff0c\u8f93\u51fa\u7ed3\u6784\u5316 JSON+\u539f\u59cb\u89c6\u89c9\u951a\u70b9\u3002<\/p>\n

\u53f7\u54e5\u8bf4\uff1ar-1 \u7684\u4ef7\u503c\u4e0d\u5728\u2018\u591a\u5f3a\u5927\u2019\uff0c\u800c\u5728\u2018\u591a\u7701\u4e8b\u2019\uff1a\u5b83\u628a\u539f\u672c\u9700\u8981 4~5 \u4e2a Agent \u534f\u540c\u5b8c\u6210\u7684\u6587\u6863\u7406\u89e3\u4efb\u52a1\uff0c\u538b\u7f29\u6210\u4e00\u4e2a\u6a21\u578b\u8c03\u7528\u3002\u5bf9\u91c7\u8d2d\u3001\u6cd5\u52a1\u3001\u8d22\u52a1\u7b49\u91cd\u5ea6\u4f9d\u8d56\u5408\u540c\/\u53d1\u7968\/\u62a5\u8868\u7684\u90e8\u95e8\uff0c\u8fd9\u610f\u5473\u7740\u53ef\u8df3\u8fc7\u590d\u6742 Agent \u7f16\u6392\uff0c\u76f4\u63a5\u7528 API \u63a5\u5165\u73b0\u6709\u7cfb\u7edf\u2014\u2014\u5c24\u5176\u9002\u5408\u4e0d\u60f3\u517b AI \u5de5\u7a0b\u5e08\u4f46\u53c8\u8981\u63d0\u6548\u7684\u4e2d\u5c0f\u4f01\u4e1a\u3002<\/p>\n

\u843d\u5730\u63d0\u70b9\uff1a\u505a\u5355\u636e\u81ea\u52a8\u5316\uff1f\u5148\u522b\u5199 Agent\uff0c\u8bd5\u8bd5 r-1 API\uff1a\u4f20\u4e2a PDF\uff0c\u76f4\u63a5\u62ff\u56de\u5e26\u8868\u683c\u548c\u7b7e\u540d\u4f4d\u7f6e\u7684 JSON\uff0c90% \u573a\u666f\u591f\u7528\u4e86\u3002<\/p>\n

MarkTechPost \u00b7 \u9605\u8bfb\u539f\u6587<\/a><\/p>\n

\n

5. Danijar Hafner \u65b0\u521b\u516c\u53f8\u4e13\u6ce8\u5f00\u53d1\u2018\u80fd\u9884\u5224\u610f\u5916\u2019\u7684\u89c4\u5212\u578b Agent<\/h2>\n

<\/p>\n

DeepMind \u524d\u7814\u7a76\u5458 Danijar Hafner \u521b\u7acb\u65b0\u516c\u53f8\uff0c\u805a\u7126\u7814\u53d1\u5177\u5907\u2018\u524d\u77bb\u6027\u5bb9\u9519\u80fd\u529b\u2019\u7684 AI Agent\uff1b<\/p>\n

\u5176\u6838\u5fc3\u601d\u8def\u662f\u8ba9 Agent \u5728\u89c4\u5212\u9636\u6bb5\u4e3b\u52a8\u6a21\u62df\u591a\u79cd\u5931\u8d25\u8def\u5f84\uff08\u5982\u5de5\u5177\u8c03\u7528\u8d85\u65f6\u3001API \u8fd4\u56de\u7a7a\u3001\u7528\u6237\u4e2d\u9014\u6253\u65ad\uff09\uff0c\u5e76\u9884\u7f6e fallback \u7b56\u7565\uff1b<\/p>\n

\u76ee\u524d\u5df2\u5728\u7269\u6d41\u8c03\u5ea6\u4e0e\u8fdc\u7a0b\u533b\u7597\u95ee\u8bca\u4e24\u4e2a\u573a\u666f\u5b8c\u6210\u65e9\u671f\u9a8c\u8bc1\uff0cAgent \u5728\u7a81\u53d1\u4e2d\u65ad\u4e0b\u7684\u4efb\u52a1\u5b8c\u6210\u7387\u6bd4\u57fa\u7ebf\u9ad8 37%\u3002<\/p>\n

\u53f7\u54e5\u8bf4\uff1a\u5f53\u524d\u591a\u6570 Agent \u662f\u2018\u987a\u5883\u4e13\u5bb6\u2019\uff0c\u4e00\u9047\u5f02\u5e38\u5c31\u5d29\u3002Hafner \u7684\u5de5\u4f5c\u76f4\u51fb\u843d\u5730\u6700\u5927\u8f6f\u808b\uff1a\u771f\u5b9e\u4e1a\u52a1\u5145\u6ee1\u4e0d\u786e\u5b9a\u6027\u3002\u4ed6\u63d0\u51fa\u7684\u2018failure-aware planning\u2019\u4e0d\u662f\u65b0\u6a21\u578b\uff0c\u800c\u662f\u4e00\u5957\u53ef\u5d4c\u5165\u73b0\u6709 Agent \u6846\u67b6\uff08\u5982 LangGraph\u3001LlamaIndex\uff09\u7684\u8bbe\u8ba1\u6a21\u5f0f\u2014\u2014\u6bd4\u5982\u5728\u6bcf\u6b65 plan \u540e\u63d2\u5165\u2018\u5982\u679c\u8fd9\u6b65\u5931\u8d25\uff0c\u6211\u4e0b\u4e00\u6b65\u8be5\u505a\u4ec0\u4e48\u2019\u7684\u5b50\u94fe\u3002<\/p>\n

\u843d\u5730\u63d0\u70b9\uff1a\u4f60\u7684 Agent \u603b\u5728\u7b2c\u4e09\u6b65\u5361\u4f4f\uff1f\u522b\u8c03\u6a21\u578b\uff0c\u5148\u7ed9\u6bcf\u4e2a\u5de5\u5177\u8c03\u7528\u52a0\u4e00\u884c fallback \u903b\u8f91\uff1a\u2018\u82e5\u8d85\u65f6\uff0c\u5219\u67e5\u7f13\u5b58\uff1b\u82e5\u65e0\u7f13\u5b58\uff0c\u5219\u95ee\u7528\u6237\u2019\u3002<\/p>\n

MIT Technology Review AI \u00b7 \u9605\u8bfb\u539f\u6587<\/a><\/p>\n

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AI \u5de5\u5177 \u00b7 \u5b9e\u6d4b\u4e0a\u65b0<\/h2>\n

1. llm 0.35 \u7248\u672c\u53d1\u5e03\uff0c\u65b0\u589e GPT-6 Astra \u6a21\u578b\u652f\u6301<\/h2>\n

\u547d\u4ee4\u884c\u5de5\u5177 llm v0.35 \u6b63\u5f0f\u53d1\u5e03\uff0c\u539f\u751f\u652f\u6301 OpenAI \u6700\u65b0 GPT-6 Astra \u6a21\u578b\uff08\u901a\u8fc7 API \u8c03\u7528\uff09\uff1b<\/p>\n

\u7528\u6237\u53ea\u9700\u4e00\u6761\u547d\u4ee4\u5373\u53ef\u5207\u6362\u6a21\u578b\uff1a`llm -m gpt-6-astra '\u5e2e\u6211\u5199\u4e00\u5c01\u82f1\u6587\u8f9e\u804c\u4fe1'`\uff1b<\/p>\n

\u8be5\u7248\u672c\u8fd8\u4f18\u5316\u4e86\u63d2\u4ef6\u6269\u5c55\u673a\u5236\uff0c\u652f\u6301\u66f4\u7075\u6d3b\u7684\u81ea\u5b9a\u4e49\u6a21\u578b\u8def\u7531\u4e0e\u4e0a\u4e0b\u6587\u7ba1\u7406\u3002<\/p>\n

\u53f7\u54e5\u8bf4\uff1allm \u662f\u5f00\u53d1\u8005\u6700\u8f7b\u91cf\u7684 AI \u5de5\u5177\u5165\u53e3\u2014\u2014\u6ca1\u6709 UI\u3001\u4e0d\u9700\u767b\u5f55\u3001\u7eaf CLI\u3002v0.35 \u52a0\u5165 GPT-6 Astra\uff0c\u610f\u5473\u7740\u4e00\u7ebf\u5de5\u7a0b\u5e08\u73b0\u5728\u5c31\u80fd\u5728\u7ec8\u7aef\u91cc\u7528\u4e0a\u6700\u5f3a\u63a8\u7406\u6a21\u578b\uff0c\u505a\u4ee3\u7801\u5ba1\u67e5\u3001\u65e5\u5fd7\u5206\u6790\u3001SQL \u751f\u6210\u7b49\u9ad8\u9891\u4efb\u52a1\u3002\u5b83\u4e0d\u66ff\u4ee3 IDE \u63d2\u4ef6\uff0c\u800c\u662f\u6210\u4e3a\u2018\u5feb\u901f\u9a8c\u8bc1\u60f3\u6cd5\u2019\u7684\u745e\u58eb\u519b\u5200\uff1a\u6bd4\u5982\u7528 `llm -m gpt-6-astra –file logs.txt '\u603b\u7ed3\u6700\u8fd13\u5c0f\u65f6\u9519\u8bef\u6a21\u5f0f'` \u76f4\u63a5\u7529\u7ed9\u6a21\u578b\u3002<\/p>\n

\u843d\u5730\u63d0\u70b9\uff1a\u522b\u6025\u7740\u5b66 LangChain\uff0c\u5148\u88c5 llm\uff1a\u6bcf\u5929\u7528\u5b83\u5904\u7406 5 \u6761\u91cd\u590d\u547d\u4ee4\u884c\u4efb\u52a1\uff0c\u4f60\u5c31\u6478\u6e05\u4e86 prompt \u5de5\u7a0b\u7684\u5e95\u5c42\u624b\u611f\u3002<\/p>\n

Simon Willison \u00b7 \u9605\u8bfb\u539f\u6587<\/a><\/p>\n

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2. ChatGPT Images 2.5 \u4e0a\u7ebf Sketch \u529f\u80fd\uff1a\u624b\u7ed8\u8349\u56fe\u79d2\u53d8\u9ad8\u6e05\u56fe<\/h2>\n

OpenAI \u53d1\u5e03 ChatGPT Images 2.5\uff0c\u65b0\u589e Sketch \u529f\u80fd\uff1a\u7528\u6237\u53ef\u5728 ChatGPT \u754c\u9762\u5185\u76f4\u63a5\u624b\u7ed8\u7b80\u7b14\u753b\uff0c\u6a21\u578b\u81ea\u52a8\u7406\u89e3\u8bed\u4e49\u5e76\u751f\u6210\u9ad8\u8d28\u91cf\u56fe\u50cf\uff1b<\/p>\n

\u8be5\u7248\u672c\u663e\u8457\u63d0\u5347\u591a\u8f6e\u6307\u4ee4\u9075\u5faa\u80fd\u529b\uff0c\u54cd\u5e94\u901f\u5ea6\u66f4\u5feb\uff0c\u5bf9\u590d\u6742\u6784\u56fe\uff08\u5982\u2018\u5de6\u4fa7\u7a7f\u7ea2\u8863\u7684\u4eba\u80cc\u5bf9\u955c\u5934\uff0c\u53f3\u4fa7\u6709\u534a\u900f\u660e\u73bb\u7483\u7a97\u2019\uff09\u7406\u89e3\u66f4\u51c6\uff1b<\/p>\n

Sketch \u529f\u80fd\u5df2\u5411 Plus \u7528\u6237\u5f00\u653e\uff0cAPI \u7aef\u540c\u6b65\u66f4\u65b0\uff0c\u652f\u6301\u4e0a\u4f20 SVG\/PNG \u8349\u56fe\u4f5c\u4e3a\u751f\u6210\u8f93\u5165\u3002<\/p>\n

\u53f7\u54e5\u8bf4\uff1aSketch \u4e0d\u662f\u70ab\u6280\uff0c\u800c\u662f\u964d\u4f4e\u975e\u4e13\u4e1a\u7528\u6237\u7684\u56fe\u50cf\u751f\u6210\u95e8\u69db\u3002\u5bf9\u7535\u5546\u3001\u6559\u80b2\u3001\u4ea7\u54c1\u8bbe\u8ba1\u56e2\u961f\uff0c\u8fd9\u610f\u5473\u7740\uff1a\u8fd0\u8425\u4eba\u5458\u753b\u4e2a\u5546\u54c1\u8349\u56fe \u2192 \u751f\u6210 5 \u5f20\u8be6\u60c5\u9875\u56fe \u2192 \u9009\u4e2d\u540e\u4e00\u952e\u5bfc\u51fa PNG\uff0c\u5168\u7a0b\u65e0\u9700 PS \u6216\u8bbe\u8ba1\u5e08\u4ecb\u5165\u3002\u6280\u672f\u4e0a\uff0c\u5b83\u9a8c\u8bc1\u4e86\u2018\u591a\u6a21\u6001 grounding\u2019\u7684\u5b9e\u7528\u4ef7\u503c\u2014\u2014\u6a21\u578b\u4e0d\u518d\u53ea\u770b\u6587\u5b57\uff0c\u800c\u662f\u771f\u6b63\u2018\u770b\u61c2\u2019\u6f66\u8349\u7ebf\u6761\u80cc\u540e\u7684\u610f\u56fe\u3002<\/p>\n

\u843d\u5730\u63d0\u70b9\uff1a\u505a\u8425\u9500\u7d20\u6750\uff1f\u522b\u518d\u5199 200 \u5b57 prompt\uff0c\u6253\u5f00 ChatGPT \u753b\u4e2a\u706b\u67f4\u4eba+\u6587\u5b57\u8bf4\u660e\uff0c3 \u79d2\u51fa\u56fe\uff0c\u6548\u7387\u7ffb\u500d\u3002<\/p>\n

Hacker News \u00b7 \u9605\u8bfb\u539f\u6587<\/a><\/p>\n

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3. Amazon SageMaker Feature Store \u65b0\u589e UpdateRecord API\uff0c\u652f\u6301\u7279\u5f81\u7ea7\u5199\u5165<\/h2>\n

<\/p>\n

SageMaker Feature Store \u63a8\u51fa UpdateRecord API\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u76f4\u63a5\u66f4\u65b0\u5355\u4e2a\u6216\u591a\u4e2a\u7279\u5f81\u503c\uff0c\u65e0\u9700\u8bfb\u53d6\/\u91cd\u5199\u6574\u6761\u8bb0\u5f55\uff1b<\/p>\n

\u8be5\u529f\u80fd\u540c\u65f6\u652f\u6301 Standard\uff08DynamoDB\uff09\u548c In-Memory\uff08ElastiCache\uff09\u5728\u7ebf\u5b58\u50a8\u5c42\uff0c\u964d\u4f4e\u5ef6\u8fdf\u4e0e\u6210\u672c\uff1b<\/p>\n

\u9002\u7528\u4e8e\u5b9e\u65f6\u98ce\u63a7\u3001\u4e2a\u6027\u5316\u63a8\u8350\u7b49\u9700\u9ad8\u9891\u66f4\u65b0\u7528\u6237\u753b\u50cf\u7279\u5f81\u7684\u573a\u666f\uff0c\u5199\u5165\u541e\u5410\u63d0\u5347\u6700\u9ad8\u8fbe 5 \u500d\u3002<\/p>\n

\u53f7\u54e5\u8bf4\uff1aFeature Store \u957f\u671f\u88ab\u8bdf\u75c5\u2018\u5199\u5165\u7b28\u91cd\u2019\uff0cUpdateRecord \u662f\u4e00\u6b21\u7cbe\u51c6\u624b\u672f\uff1a\u5b83\u8ba9\u7279\u5f81\u66f4\u65b0\u4ece\u2018\u6362\u6574\u5757\u786c\u76d8\u2019\u53d8\u6210\u2018\u6539\u4e00\u4e2a\u6587\u4ef6\u2019\u3002\u5bf9\u6b63\u5728\u6784\u5efa\u5b9e\u65f6\u51b3\u7b56 Agent \u7684\u56e2\u961f\uff08\u5982\u4fe1\u8d37\u5ba1\u6279\u3001\u52a8\u6001\u5b9a\u4ef7\uff09\uff0c\u8fd9\u610f\u5473\u7740\u53ef\u5c06\u7528\u6237\u6700\u65b0\u884c\u4e3a\uff08\u5982\u521a\u70b9\u51fb\u67d0\u5546\u54c1\uff09\u6beb\u79d2\u7ea7\u6ce8\u5165\u7279\u5f81\u5e93\uff0c\u518d\u7531 Agent \u5b9e\u65f6\u8c03\u7528\u2014\u2014\u771f\u6b63\u5b9e\u73b0\u2018\u884c\u4e3a\u53d1\u751f\u5373\u51b3\u7b56\u2019\u3002<\/p>\n

\u843d\u5730\u63d0\u70b9\uff1a\u505a\u5b9e\u65f6\u63a8\u8350 Agent\uff1f\u5148\u5347\u7ea7 Feature Store \u5230\u652f\u6301 UpdateRecord\uff0c\u5426\u5219\u4f60\u7684\u2018\u5b9e\u65f6\u2019\u6c38\u8fdc\u6162\u534a\u62cd\u3002<\/p>\n

AWS Machine Learning Blog \u00b7 \u9605\u8bfb\u539f\u6587<\/a><\/p>\n

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4. Mercury 2.5 \u53d1\u5e03\uff1a\u5f00\u6e90\u8f7b\u91cf\u7ea7 LLM \u63a8\u7406\u6846\u67b6\uff0c\u652f\u6301 4-bit \u91cf\u5316\u4e0e CPU \u63a8\u7406<\/h2>\n

Inception Labs \u5f00\u6e90 Mercury 2.5\uff0c\u4e3b\u6253\u6781\u7b80\u90e8\u7f72\uff1a\u4ec5\u9700 2GB RAM \u5373\u53ef\u5728\u666e\u901a\u7b14\u8bb0\u672c\u8fd0\u884c 7B \u6a21\u578b\uff1b<\/p>\n

\u65b0\u589e\u5bf9 GGUF \u683c\u5f0f 4-bit \u91cf\u5316\u7684\u539f\u751f\u652f\u6301\uff0c\u63a8\u7406\u901f\u5ea6\u6bd4 v2.4 \u63d0\u5347 40%\uff0c\u652f\u6301 Windows\/macOS\/Linux\uff1b<\/p>\n

\u63d0\u4f9b Python SDK \u4e0e REST API\uff0c\u5f00\u7bb1\u5373\u7528\uff0c\u65e0\u9700 Docker \u6216 CUDA \u73af\u5883\u3002<\/p>\n

\u53f7\u54e5\u8bf4\uff1aMercury 2.5 \u4e0d\u62fc\u6027\u80fd\u4e0a\u9650\uff0c\u800c\u62fc\u2018\u8c01\u90fd\u80fd\u8dd1\u2019\u3002\u5b83\u7784\u51c6\u7684\u662f\u90a3\u4e9b\u6ca1 GPU\u3001\u6ca1\u8fd0\u7ef4\u3001\u4f46\u6025\u9700\u672c\u5730\u5316 AI \u80fd\u529b\u7684\u573a\u666f\uff1a\u6bd4\u5982\u5f8b\u6240\u7528\u5b83\u8dd1\u5408\u540c\u5ba1\u67e5\uff08\u6570\u636e\u4e0d\u51fa\u5185\u7f51\uff09\uff0c\u5b66\u6821\u7528\u5b83\u642d\u4f5c\u6587\u6279\u6539\u52a9\u624b\uff08\u4e0d\u4f9d\u8d56\u516c\u7f51\uff09\u3002\u5b83\u7684\u4ef7\u503c\u4e0d\u662f\u66ff\u4ee3 vLLM\uff0c\u800c\u662f\u8ba9\u2018\u8dd1\u4e2a\u6a21\u578b\u2019\u8fd9\u4ef6\u4e8b\uff0c\u4ece\u5de5\u7a0b\u95ee\u9898\u9000\u56de\u5230\u5de5\u5177\u95ee\u9898\u3002<\/p>\n

\u843d\u5730\u63d0\u70b9\uff1a\u60f3\u5b66 Agent \u5f00\u53d1\u53c8\u6ca1 GPU\uff1f\u88c5 Mercury 2.5 + Qwen2.5-7B\uff0c\u672c\u5730\u8dd1\u901a\u4e00\u4e2a\u2018\u81ea\u52a8\u5199\u4f1a\u8bae\u7eaa\u8981\u2019Agent\uff0c\u6bd4\u770b\u5341\u7bc7\u8bba\u6587\u90fd\u7ba1\u7528\u3002<\/p>\n

Hacker News \u00b7 \u9605\u8bfb\u539f\u6587<\/a><\/p>\n

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5. Simon Willison \u5f00\u6e90 i-have-adhd\uff1a\u4e13\u6cbb LLM \u56de\u7b54\u2018\u57cb\u7b54\u6848\u2019\u95ee\u9898<\/h2>\n

\u5f00\u53d1\u8005 Simon Willison \u5f00\u6e90\u5de5\u5177 i-have-adhd\uff0c\u901a\u8fc7\u5f3a\u5236\u6a21\u578b\u5728\u9996\u53e5\u7ed9\u51fa\u7ed3\u8bba\uff0c\u89e3\u51b3 LLM \u5e38\u89c1\u7684\u2018\u7b54\u6848\u85cf\u5728\u6700\u540e\u2019\u95ee\u9898\uff1b<\/p>\n

\u8be5\u5de5\u5177\u672c\u8d28\u662f prompt \u5de5\u7a0b\u5c01\u88c5\uff1a\u81ea\u52a8\u6dfb\u52a0 system prompt \u2018\u8bf7\u7b2c\u4e00\u53e5\u8bdd\u5c31\u7ed9\u51fa\u6700\u7ec8\u7b54\u6848\uff0c\u518d\u5c55\u5f00\u89e3\u91ca\u2019\uff1b<\/p>\n

\u5df2\u96c6\u6210\u8fdb llm \u5de5\u5177\u94fe\uff0c\u652f\u6301\u4e00\u952e\u542f\u7528\uff0c\u5b9e\u6d4b\u5728\u6570\u5b66\u9898\u3001\u6cd5\u5f8b\u54a8\u8be2\u7b49\u573a\u666f\u63d0\u5347\u4fe1\u606f\u83b7\u53d6\u6548\u7387 60%+\u3002<\/p>\n

\u53f7\u54e5\u8bf4\uff1a\u8fd9\u4e0d\u662f\u65b0\u6a21\u578b\uff0c\u800c\u662f\u4e00\u4e2a\u76f4\u51fb\u5f00\u53d1\u8005\u75db\u70b9\u7684 prompt \u6a21\u677f\u5e93\u3002i-have-adhd \u89e3\u51b3\u7684\u662f Agent \u843d\u5730\u4e2d\u6700\u607c\u4eba\u7684\u7ec6\u8282\u95ee\u9898\uff1a\u7528\u6237\u4e0d\u60f3\u8bfb 200 \u5b57\u63a8\u7406\u8fc7\u7a0b\uff0c\u53ea\u60f3\u7acb\u523b\u77e5\u9053\u2018\u80fd\u4e0d\u80fd\u529e\u2019\u2018\u8981\u4e0d\u8981\u6539\u2019\u2018\u9519\u5728\u54ea\u2019\u3002\u5b83\u63d0\u9192\u6211\u4eec\u2014\u2014\u6700\u597d\u7684\u5de5\u5177\uff0c\u5f80\u5f80\u662f\u6700\u5c0f\u7684\u5e72\u9884\u3002<\/p>\n

\u843d\u5730\u63d0\u70b9\uff1a\u4f60\u7684 Agent \u603b\u8ba9\u7528\u6237\u7ffb\u5230\u5e95\u624d\u770b\u5230\u7b54\u6848\uff1f\u52a0\u4e00\u884c system prompt\uff1a\u2018\u7b2c\u4e00\u53e5\u8bdd\u5fc5\u987b\u662f\u7ed3\u8bba\uff0c\u7981\u6b62\u94fa\u57ab\u2019\uff0c\u6548\u679c\u7acb\u7aff\u89c1\u5f71\u3002<\/p>\n

Hacker News \u00b7 \u9605\u8bfb\u539f\u6587<\/a><\/p>\n

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\u884c\u4e1a AI \u843d\u5730<\/h2>\n

1. 1Password \u5de5\u7a0b\u56e2\u961f\u7528 Codex \u63d0\u5347\u7814\u53d1\u6548\u80fd 21%\uff0c\u4e25\u5b88\u5b89\u5168\u7ea2\u7ebf<\/h2>\n

1Password \u5de5\u7a0b\u5e08\u5c06 OpenAI Codex \u6df1\u5ea6\u96c6\u6210\u8fdb\u5f00\u53d1\u6d41\u7a0b\uff0c\u7528\u4e8e\u5feb\u901f\u751f\u6210\u65b0\u529f\u80fd\u539f\u578b\u3001\u5185\u90e8\u5de5\u5177\u53ca\u5b89\u5168\u5ba1\u8ba1\u811a\u672c\uff1b<\/p>\n

\u5728\u4fdd\u6301\u539f\u6709 SOC2\/ISO27001 \u5b89\u5168\u7b56\u7565\u524d\u63d0\u4e0b\uff0c\u5b9e\u73b0 21% \u7684\u4eba\u5747\u529f\u80fd\u4ea4\u4ed8\u91cf\u63d0\u5347\uff1b<\/p>\n

\u5173\u952e\u505a\u6cd5\u662f\uff1a\u6240\u6709 Codex \u8f93\u51fa\u5fc5\u7ecf\u9759\u6001\u626b\u63cf+\u4eba\u5de5 review+\u81ea\u52a8\u5316\u6e17\u900f\u6d4b\u8bd5\u4e09\u9053\u5173\uff0c\u4ee3\u7801\u4ece\u672a\u76f4\u63a5\u5408\u5165\u4e3b\u5e72\u3002<\/p>\n

\u53f7\u54e5\u8bf4\uff1a1Password \u7684\u6848\u4f8b\u7834\u9664\u4e86\u4e00\u4e2a\u8ff7\u601d\uff1a\u2018\u5b89\u5168\u516c\u53f8\u4e0d\u80fd\u7528 AI\u2019\u3002\u5b83\u8bc1\u660e\uff0c\u53ea\u8981\u628a AI \u5f53\u4f5c\u2018\u8d85\u7ea7 autocomplete\u2019\u800c\u975e\u2018\u5168\u81ea\u52a8\u7a0b\u5e8f\u5458\u2019\uff0c\u5c31\u80fd\u5728\u5f3a\u5408\u89c4\u7ea6\u675f\u4e0b\u83b7\u5f97\u771f\u5b9e\u63d0\u6548\u3002\u5176\u4e09\u9636\u5ba1\u6838\u673a\u5236\uff08\u626b\u63cf\u2192\u4eba\u5de5\u2192\u6e17\u900f\uff09\u53ef\u76f4\u63a5\u6284\u4f5c\u4e1a\uff0c\u5c24\u5176\u9002\u5408\u91d1\u878d\u3001\u533b\u7597\u7b49\u5bf9\u4ee3\u7801\u5b89\u5168\u96f6\u5bb9\u5fcd\u7684\u884c\u4e1a\u3002<\/p>\n

\u843d\u5730\u63d0\u70b9\uff1a\u505a\u91d1\u878d\u7cfb\u7edf\uff1f\u522b\u7981 AI\uff0c\u5b66 1Password\uff1a\u8ba9 Codex \u5199\u521d\u7a3f\uff0c\u4f46\u6bcf\u884c\u4ee3\u7801\u5fc5\u987b\u8fc7\u4f60\u7684 SAST+\u4eba\u5de5+\u7ea2\u961f\u4e09\u5173\u3002<\/p>\n

OpenAI News \u00b7 \u9605\u8bfb\u539f\u6587<\/a><\/p>\n

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2. Google Cloud \u8054\u5408 Accenture \u63a8\u51fa\u2018\u524d\u9a7b\u5f0f AI \u5de5\u7a0b\u5e08\u2019\u670d\u52a1\uff0c\u653b\u575a\u4f01\u4e1a\u90e8\u7f72\u74f6\u9888<\/h2>\n

<\/p>\n

Google Cloud \u4e0e Accenture \u5408\u4f5c\u63a8\u51fa\u65b0\u578b AI \u4ea4\u4ed8\u6a21\u5f0f\uff1a\u5411\u5ba2\u6237\u73b0\u573a\u6d3e\u9a7b Google \u8ba4\u8bc1 AI \u5de5\u7a0b\u5e08\uff0c\u9a7b\u573a 3~6 \u4e2a\u6708\uff1b<\/p>\n

\u5de5\u7a0b\u5e08\u4e0d\u5356\u6a21\u578b\uff0c\u800c\u662f\u5e2e\u5ba2\u6237\u68b3\u7406\u4e1a\u52a1\u6d41\u7a0b\u3001\u5b9a\u4e49 Agent \u7528\u4f8b\u3001\u642d\u5efa MLOps \u7ba1\u9053\u3001\u8fc1\u79fb\u5386\u53f2\u6570\u636e\uff0c\u5e76\u8054\u5408\u57f9\u8bad\u5185\u90e8\u56e2\u961f\uff1b<\/p>\n

\u9996\u6279\u8bd5\u70b9\u8986\u76d6\u5236\u9020\u4e1a\u4f9b\u5e94\u94fe\u4f18\u5316\u4e0e\u96f6\u552e\u5e93\u5b58\u9884\u6d4b\u4e24\u5927\u573a\u666f\uff0c\u5e73\u5747\u7f29\u77ed AI \u9879\u76ee\u4e0a\u7ebf\u5468\u671f 40%\u3002<\/p>\n

\u53f7\u54e5\u8bf4\uff1a\u8fd9\u662f\u5bf9\u2018AI \u843d\u5730\u96be\u2019\u6700\u52a1\u5b9e\u7684\u56de\u5e94\u2014\u2014\u4e0d\u662f\u5356\u7b97\u529b\uff0c\u800c\u662f\u5356\u2018\u4eba\u2019\u3002\u5b83\u63ed\u793a\u4e86\u4e00\u4e2a\u771f\u76f8\uff1a\u4f01\u4e1a\u7f3a\u7684\u4e0d\u662f\u5927\u6a21\u578b\uff0c\u800c\u662f\u80fd\u628a\u6a21\u578b\u7ffb\u8bd1\u6210\u4e1a\u52a1\u8bed\u8a00\u3001\u628a API \u5c01\u88c5\u6210\u5ba1\u6279\u6d41\u3001\u628a\u6307\u6807\u5bf9\u9f50\u5230 KPI \u7684\u6865\u6881\u578b\u4eba\u624d\u3002\u5bf9\u4e2d\u5c0f\u5236\u9020\/\u96f6\u552e\u4f01\u4e1a\uff0c\u8fd9\u79cd\u2018\u5e26\u4eba\u5165\u573a\u2019\u7684\u670d\u52a1\u6bd4\u81ea\u5efa AI \u56e2\u961f\u66f4\u5212\u7b97\u3002<\/p>\n

\u843d\u5730\u63d0\u70b9\uff1a\u60f3\u4e0a AI \u4f46\u6ca1\u5934\u7eea\uff1f\u522b\u5148\u4e70\u4e91\uff0c\u5148\u7533\u8bf7 Google+Accenture \u7684\u9a7b\u573a\u5de5\u7a0b\u5e08\u2014\u2014\u82b1 10 \u4e07\uff0c\u7701\u4e0b 100 \u4e07\u8bd5\u9519\u6210\u672c\u3002<\/p>\n

TechCrunch AI \u00b7 \u9605\u8bfb\u539f\u6587<\/a><\/p>\n

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3. Meta Muse \u4e2a\u4eba AI Agent \u4e0a\u7ebf\uff0c\u9700\u8bbf\u95ee\u90ae\u4ef6\/\u65e5\u5386\/\u652f\u4ed8\/\u5065\u5eb7\u6570\u636e<\/h2>\n

Meta \u6b63\u5f0f\u53d1\u5e03 Muse \u4e2a\u4eba AI Agent\uff0c\u5b9a\u4f4d\u4e3a\u5168\u80fd\u751f\u6d3b\u52a9\u624b\uff0c\u5ba3\u79f0\u53ef\u4ee3\u552e\u4e8c\u624b\u8f66\u3001\u8ba2\u673a\u7968\u3001\u9884\u7ea6\u533b\u751f\u3001\u7ba1\u7406\u5bb6\u5ead\u8d26\u5355\uff1b<\/p>\n

Muse \u8981\u6c42\u7528\u6237\u6388\u6743\u8bbf\u95ee Gmail\u3001Outlook\u3001Apple Health\u3001Stripe\u3001Plaid \u7b49 12 \u7c7b\u654f\u611f\u6570\u636e\u6e90\uff0c\u5f15\u53d1\u9690\u79c1\u4fe1\u4efb\u4e89\u8bae\uff1b<\/p>\n

\u9996\u6279\u5f00\u653e\u7f8e\u56fd\u5e02\u573a\uff0c\u91c7\u7528\u7aef\u4fa7+\u4e91\u534f\u540c\u67b6\u6784\uff0c\u90e8\u5206\u63a8\u7406\u5728\u8bbe\u5907\u5b8c\u6210\u4ee5\u964d\u4f4e\u5ef6\u8fdf\u3002<\/p>\n

\u53f7\u54e5\u8bf4\uff1aMuse \u662f\u6d88\u8d39\u7ea7 Agent \u7684\u5206\u6c34\u5cad\uff1a\u5b83\u4e0d\u518d\u6ee1\u8db3\u4e8e\u804a\u5929\uff0c\u800c\u662f\u8981\u63a5\u7ba1\u771f\u5b9e\u8d26\u6237\u3002\u5bf9\u56fd\u5185\u4f01\u4e1a\u6709\u53cc\u91cd\u542f\u793a\u2014\u2014\u6b63\u9762\uff1a\u8bc1\u660e\u7528\u6237\u613f\u4e3a\u2018\u7701\u4e8b\u2019\u8ba9\u6e21\u6570\u636e\uff1b\u53cd\u9762\uff1a\u82e5\u65e0\u53ef\u4fe1\u9690\u79c1\u8bbe\u8ba1\uff08\u5982\u7aef\u4fa7\u5904\u7406\u3001\u6700\u5c0f\u6743\u9650\u3001\u53ef\u5ba1\u8ba1\u65e5\u5fd7\uff09\uff0c\u518d\u5f3a\u529f\u80fd\u4e5f\u4f1a\u88ab\u62d2\u4e4b\u95e8\u5916\u3002\u56fd\u5185\u505a C \u7aef Agent \u7684\u56e2\u961f\uff0c\u5fc5\u987b\u628a\u2018\u6570\u636e\u4e3b\u6743\u2019\u5199\u8fdb MVP\u3002<\/p>\n

\u843d\u5730\u63d0\u70b9\uff1a\u505a\u4e2a\u4eba\u52a9\u7406 Agent\uff1f\u522b\u5806\u529f\u80fd\uff0c\u5148\u641e\u5b9a\u4e09\u4ef6\u4e8b\uff1a\u7528\u6237\u80fd\u968f\u65f6\u64a4\u56de\u67d0\u9879\u6388\u6743\u3001\u6240\u6709\u64cd\u4f5c\u7559\u5b8c\u6574\u65e5\u5fd7\u3001\u5173\u952e\u52a8\u4f5c\uff08\u5982\u4ed8\u6b3e\uff09\u5fc5\u987b\u4e8c\u6b21\u786e\u8ba4\u3002<\/p>\n

Hacker News \u00b7 \u9605\u8bfb\u539f\u6587<\/a><\/p>\n

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4. AlphaGenome Atlas \u53d1\u5e03\uff1aDeepMind \u9884\u8ba1\u7b97 90 \u4ebf\u4eba\u7c7b DNA \u53d8\u5f02\u5f71\u54cd\u5206<\/h2>\n

<\/p>\n

Google DeepMind \u53d1\u5e03 AlphaGenome Atlas\uff0c\u4e3a\u5168\u90e8 90 \u4ebf\u4e2a\u5df2\u77e5\u4eba\u7c7b\u5355\u78b1\u57fa\u53d8\u5f02\uff08SNV\uff09\u63d0\u4f9b\u5206\u5b50\u6548\u5e94\u9884\u6d4b\u4e0e AVI\uff08\u81f4\u75c5\u6027\uff09\u8bc4\u5206\uff1b<\/p>\n

\u8be5\u56fe\u8c31\u57fa\u4e8e\u5343\u4e07\u7ea7\u57fa\u56e0\u7ec4\u8bad\u7ec3\uff0c\u652f\u6301\u79d1\u7814\u673a\u6784\u514d\u8d39\u4e0b\u8f7d\uff0c\u4e34\u5e8a\u5b9e\u9a8c\u5ba4\u53ef\u4ed8\u8d39\u63a5\u5165 API \u5b9e\u65f6\u67e5\u8be2\uff1b<\/p>\n

\u5df2\u5728\u4e09\u5bb6\u9876\u7ea7\u533b\u9662\u8bd5\u70b9\u7528\u4e8e\u7f55\u89c1\u75c5\u5feb\u901f\u7b5b\u67e5\uff0c\u5c06\u7591\u4f3c\u81f4\u75c5\u53d8\u5f02\u521d\u7b5b\u65f6\u95f4\u4ece 2 \u5468\u7f29\u77ed\u81f3 2 \u5c0f\u65f6\u3002<\/p>\n

\u53f7\u54e5\u8bf4\uff1a\u8fd9\u662f AI \u5728\u533b\u7597\u9886\u57df\u6700\u786c\u6838\u7684\u843d\u5730\u4e4b\u4e00\uff1a\u4e0d\u804a\u6982\u5ff5\uff0c\u76f4\u63a5\u4ea7\u51fa\u53ef\u5d4c\u5165\u4e34\u5e8a\u5de5\u4f5c\u6d41\u7684\u51b3\u7b56\u652f\u6301\u5de5\u5177\u3002Atlas \u7684\u4ef7\u503c\u4e0d\u5728\u2018\u9884\u6d4b\u51c6\u2019\uff0c\u800c\u5728\u2018\u53ef\u96c6\u6210\u2019\u2014\u2014\u5b83\u63d0\u4f9b\u6807\u51c6 API \u548c\u7ed3\u6784\u5316 JSON \u8f93\u51fa\uff0c\u533b\u9662 LIS \u7cfb\u7edf\u8c03\u7528\u540e\uff0c\u81ea\u52a8\u5728\u62a5\u544a\u4e2d\u6807\u7ea2\u9ad8\u5371\u53d8\u5f02\u3002\u5bf9\u56fd\u5185\u57fa\u56e0\u68c0\u6d4b\u516c\u53f8\uff0c\u8fd9\u662f\u73b0\u6210\u7684\u2018AI \u533b\u7597\u63d2\u4ef6\u2019\u3002<\/p>\n

\u843d\u5730\u63d0\u70b9\uff1a\u505a\u533b\u7597 AI\uff1f\u522b\u4ece\u96f6\u8bad\u6a21\u578b\uff0c\u5148\u63a5\u5165 AlphaGenome Atlas API\uff1a\u628a\u4f60\u4eec\u7684\u68c0\u6d4b\u62a5\u544a\u7cfb\u7edf\u548c\u5b83\u7684 AVI \u5206\u6570\u6253\u901a\uff0c\u5c31\u662f\u7b2c\u4e00\u4e2a\u4ed8\u8d39\u529f\u80fd\u3002<\/p>\n

Hacker News \u00b7 \u9605\u8bfb\u539f\u6587<\/a><\/p>\n

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5. ASML \u9501\u5b9a TSMC\u3001\u4e09\u661f\u3001\u82f1\u7279\u5c14\uff0c\u534e\u4e3a\u52a0\u901f\u653b\u5173 EUV \u66dd\u5149\u673a\u56fd\u4ea7\u66ff\u4ee3<\/h2>\n

ASML \u6210\u529f\u63a8\u52a8 TSMC\u3001\u4e09\u661f\u3001\u82f1\u7279\u5c14\u5168\u9762\u91c7\u7528\u66f4\u5927\u5c3a\u5bf8\u5149\u7f69\uff08mask\uff09\uff0c\u4f7f\u5176\u6700\u65b0 EUV \u673a\u53f0 throughput \u63d0\u5347 40%\uff1b<\/p>\n

\u6b64\u4e3e\u8fdb\u4e00\u6b65\u5de9\u56fa ASML \u5728\u9ad8\u7aef\u5149\u523b\u673a\u5e02\u573a\u7684\u5784\u65ad\u5730\u4f4d\uff0c\u534e\u4e3a\u5219\u6b63\u5168\u529b\u63a8\u8fdb\u56fd\u4ea7 EUV \u66dd\u5149\u673a\u7814\u53d1\uff0c\u76ee\u6807 2027 \u5e74\u6d41\u7247\u9a8c\u8bc1\uff1b<\/p>\n

AI \u82af\u7247\u9700\u6c42\u6fc0\u589e\u6b63\u5012\u903c\u5168\u7403\u6676\u5706\u5382\u52a0\u901f\u6269\u4ea7\uff0c\u5149\u523b\u673a\u6210\u4e3a AI \u7b97\u529b\u519b\u5907\u7ade\u8d5b\u7684\u5173\u952e\u5361\u70b9\u3002<\/p>\n

\u53f7\u54e5\u8bf4\uff1a\u8fd9\u6761\u770b\u4f3c\u8bb2\u786c\u4ef6\uff0c\u5b9e\u5219\u63ed\u793a AI \u843d\u5730\u7684\u5e95\u5c42\u74f6\u9888\uff1a\u6ca1\u6709 EUV\uff0c\u5c31\u6ca1\u6709\u5148\u8fdb\u5236\u7a0b\u82af\u7247\uff1b\u6ca1\u6709\u5148\u8fdb\u82af\u7247\uff0c\u5c31\u6ca1\u6709\u5927\u6a21\u578b\u63a8\u7406\u96c6\u7fa4\u3002\u5bf9\u56fd\u5185 AI \u4f01\u4e1a\uff0c\u8fd9\u610f\u5473\u7740\u2014\u2014\u4e0e\u5176\u62bc\u6ce8\u4e0b\u4e00\u4e2a\u5927\u6a21\u578b\uff0c\u4e0d\u5982\u5173\u6ce8\u56fd\u4ea7\u5149\u523b\u673a\u8fdb\u5c55\uff1b\u5bf9\u5236\u9020\u4e1a\u5ba2\u6237\uff0cAI \u81ea\u52a8\u5316\u9879\u76ee\u7684 ROI \u5fc5\u987b\u8ba1\u5165\u672a\u6765 3 \u5e74\u7b97\u529b\u6210\u672c\u6ce2\u52a8\u3002<\/p>\n

\u843d\u5730\u63d0\u70b9\uff1a\u505a AI \u9879\u76ee\u9884\u7b97\uff1f\u522b\u53ea\u7b97\u4e91\u8d39\u7528\uff0c\u628a 2027 \u5e74\u56fd\u4ea7 EUV \u662f\u5426\u91cf\u4ea7\u3001\u5f71\u54cd\u82af\u7247\u4ef7\u683c\u591a\u5c11\uff0c\u5199\u8fdb\u98ce\u9669\u8bc4\u4f30\u7b2c\u4e00\u6761\u3002<\/p>\n

The Decoder \u00b7 \u9605\u8bfb\u539f\u6587<\/a><\/p>\n

\u2014\u2014\u2014\u2014 \u5173\u4e8e\u6211\u4eec \u2014\u2014\u2014\u2014<\/p>\n

\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

\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

\u00b7 \u60f3\u5b66 Agent \u5f00\u53d1 \/ AI \u5de5\u5177 \u2014\u2014 \u5173\u6ce8\u672c\u53f7\uff0c\u6bcf\u5929\u66f4\u65b0\u3002<\/p>\n

\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

\n

\ud83d\udcda \u5f80\u671f\u56de\u987e<\/p>\n