{"id":512,"date":"2026-08-24T07:42:57","date_gmt":"2026-08-23T23:42:57","guid":{"rendered":"https:\/\/www.idolool.com\/ai\/ai-info-2026-08-24\/"},"modified":"2026-08-24T07:42:57","modified_gmt":"2026-08-23T23:42:57","slug":"ai-info-2026-08-24","status":"publish","type":"post","link":"https:\/\/www.idolool.com\/ai\/ai-info-2026-08-24\/","title":{"rendered":"Vercel\u63a8Is Agentic\uff1a\u514d\u8d39\u7f51\u7ad9Agent\u5c31\u7eea\u5ea6\u8bc4\u5206\u5de5\u5177\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\u8fd9\u4e2a\u5de5\u5177\uff0c\u80fd\u5e2e\u4f60\u5224\u65ad\u2014\u2014\u4f60\u7684\u7f51\u7ad9\uff0c\u662f\u4e0d\u662f\u5df2\u7ecf\u51c6\u5907\u597d\u88ab AI Agent \u81ea\u52a8\u8bbf\u95ee\u3001\u8c03\u7528\u3001\u4e0b\u5355\u4e86\uff1f<\/p>\n<p style=\"margin:26px 0 12px 0;font-size:14px;font-weight:bold;color:#2563eb;letter-spacing:2px;\">\u258d\u4eca\u65e5\u4e3b\u6253<\/p>\n<h2 style=\"margin:26px 0 10px 0;font-size:18px;font-weight:bold;color:#1a202c;line-height:1.5;\">Vercel\u63a8Is Agentic\uff1a\u514d\u8d39\u7f51\u7ad9Agent\u5c31\u7eea\u5ea6\u8bc4\u5206\u5de5\u5177\uff0c\u8986\u76d6118\u9879\u68c0\u67e5<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.marktechpost.com\/wp-content\/uploads\/2026\/08\/blog619100-21-1024x731.png\" style=\"width:100%;max-width:100%;border-radius:6px;margin:6px 0 10px 0;display:block;\"><\/p>\n<p style=\"margin:0 0 12px 0;font-size:16px;line-height:1.85;color:#2d3748;\">Vercel \u4e0e Ora \u8054\u5408\u53d1\u5e03\u7684 &#x27;Is Agentic&#x27; \u662f\u4e00\u4e2a\u9762\u5411\u516c\u4f17\u7684\u514d\u8d39\u7f51\u7ad9\u5ba1\u8ba1\u5de5\u5177\uff0c\u5b83\u4e0d\u751f\u6210\u4ee3\u7801\u3001\u4e0d\u8bad\u7ec3\u6a21\u578b\uff0c\u800c\u662f\u7528\u4e00\u5957\u6807\u51c6\u5316\u7684 118 \u9879\u68c0\u67e5\uff08\u6db5\u76d6\u7ed3\u6784\u5316\u6570\u636e\u6807\u8bb0\u3001API \u53ef\u53d1\u73b0\u6027\u3001robots.txt \u5408\u7406\u6027\u3001\u8bed\u4e49 HTML \u4f7f\u7528\u3001CORS \u914d\u7f6e\u7b49\uff09\uff0c\u5bf9\u4efb\u610f\u516c\u5f00\u7f51\u7ad9\u6253\u51fa\u2018Agent \u5c31\u7eea\u5ea6\u2019\u5206\u6570\uff0c\u5e76\u9010\u6761\u53cd\u9988\u7f3a\u5931\u9879\u3002\u8fd9\u80cc\u540e\u53cd\u6620\u7684\u662f\u4e00\u4e2a\u5173\u952e\u62d0\u70b9\uff1aAI Agent \u4e0d\u518d\u662f\u672a\u6765\u6982\u5ff5\uff0c\u800c\u662f\u6b63\u5728\u6210\u4e3a\u771f\u5b9e\u6d41\u91cf\u6765\u6e90\u2014\u2014OpenRouter \u6570\u636e\u5df2\u663e\u793a\uff0cAgent \u7684 token \u6d88\u8017\u91cf\u65e9\u5df2\u8d85\u8fc7\u4eba\u7c7b\u7528\u6237\u3002<\/p>\n<p style=\"margin:0 0 12px 0;font-size:16px;line-height:1.85;color:#2d3748;\">\u5bf9\u60f3\u843d\u5730 AI \u81ea\u52a8\u5316\u7684\u4f01\u4e1a\u6765\u8bf4\uff0c\u8fd9\u4e0d\u662f\u4e00\u4e2a\u2018\u9526\u4e0a\u6dfb\u82b1\u2019\u7684\u68c0\u6d4b\u5668\uff0c\u800c\u662f\u4e00\u4efd\u524d\u7f6e\u5408\u89c4\u6e05\u5355\u3002\u91c7\u8d2d\u7cfb\u7edf\u3001\u5ba2\u670d\u77e5\u8bc6\u5e93\u3001\u7535\u5546\u5546\u54c1\u9875\u82e5\u957f\u671f\u5ffd\u7565 Schema.org \u6807\u8bb0\u6216\u672a\u66b4\u9732 OpenAPI\uff0c\u4f60\u7684\u4e1a\u52a1\u5c31\u53ef\u80fd\u5728 Agent \u65f6\u4ee3\u2018\u5931\u8054\u2019\u2014\u2014\u8ba2\u5355\u65e0\u6cd5\u81ea\u52a8\u6293\u53d6\u3001FAQ \u65e0\u6cd5\u88ab\u8c03\u7528\u3001\u4ef7\u683c\u53d8\u66f4\u65e0\u6cd5\u88ab\u540c\u6b65\u3002\u5c0f\u56e2\u961f\u53ef\u7acb\u5373\u7528\u5b83\u626b\u63cf\u5b98\u7f51\uff0c\u4f18\u5148\u4fee\u590d\u524d 5 \u9879\u9ad8\u5206\u5f71\u54cd\u9879\uff1b\u5f00\u53d1\u8005\u5219\u5e94\u628a\u5176\u4e2d 30+ \u6761\u68c0\u67e5\u5d4c\u5165 CI\/CD \u6d41\u7a0b\uff0c\u8ba9\u65b0\u9875\u9762\u4e0a\u7ebf\u5373\u2018Agent-ready\u2019\u3002<\/p>\n<p style=\"margin:0 0 12px 0;font-size:16px;line-height:1.85;color:#2d3748;\">\u503c\u5f97\u6295\u5165\uff0c\u4f46\u522b\u8ff7\u4fe1\u5206\u6570\u3002\u5b83\u6d4b\u7684\u662f\u2018\u80fd\u5426\u88ab\u8c03\u7528\u2019\uff0c\u800c\u975e\u2018\u8c03\u7528\u540e\u662f\u5426\u6709\u6548\u2019\u2014\u2014\u6bd4\u5982\u4e00\u4e2a\u8fd4\u56de\u7a7a JSON \u7684 \/api\/products \u63a5\u53e3\uff0c\u53ef\u80fd\u5f97\u6ee1\u5206\uff0c\u5374\u6beb\u65e0\u4e1a\u52a1\u4ef7\u503c\u3002\u5efa\u8bae\u628a\u5b83\u5f53\u4f5c\u2018Agent \u5165\u53e3\u4f53\u68c0\u8868\u2019\uff0c\u914d\u5408\u771f\u5b9e Agent \u6d4b\u8bd5\uff08\u5982\u7528 LangChain \u8c03\u7528\u4f60\u7684 API\uff09\u53cc\u8f68\u9a8c\u8bc1\u3002\u4e2d\u5c0f\u4f01\u4e1a\u7684\u7b2c\u4e00\u7ad9\uff0c\u4e0d\u662f\u5efa Agent\uff0c\u800c\u662f\u5148\u786e\u4fdd\u81ea\u5df1\u7684\u6570\u5b57\u8d44\u4ea7\u80fd\u88ab Agent \u770b\u61c2\u3001\u627e\u5230\u3001\u4fe1\u4efb\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. Andon Labs AI\u4e3b\u7ba1Luna\u9996\u6b21\u89e3\u96c7\u5458\u5de5\uff0c\u4f46\u9700\u4eba\u7c7b\u63d0\u9192\u5176\u81ea\u8eab\u89c4\u5219<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/the-decoder.com\/wp-content\/uploads\/2026\/08\/andon-labs-luna-1200x670.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;\">Andon Labs \u5f00\u53d1\u7684 AI \u4e3b\u7ba1 Agent &#x27;Luna&#x27; \u5728\u8bd5\u8fd0\u884c\u4e2d\u89e3\u96c7\u4e86\u4e00\u540d\u8fdf\u5230\u5458\u5de5\uff0c\u4f46\u8be5\u51b3\u7b56\u5e76\u975e\u81ea\u4e3b\u89e6\u53d1\uff0c\u800c\u662f\u7531\u4eba\u7c7b\u8fd0\u8425\u8005\u5411 Luna \u63d0\u793a\u2018\u4f60\u81ea\u5df1\u7684\u8003\u52e4\u89c4\u5219\u2019\u540e\u624d\u6267\u884c\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">Luna \u57fa\u4e8e\u9884\u8bbe\u89c4\u5219\uff08\u5982\u2018\u8fdf\u5230\u8d853\u6b21\u81ea\u52a8\u89e6\u53d1\u89e3\u96c7\u6d41\u7a0b\u2019\uff09\u8fd0\u4f5c\uff0c\u4f46\u7f3a\u4e4f\u4e3b\u52a8\u68c0\u7d22\u548c\u56de\u6eaf\u89c4\u5219\u5e93\u7684\u80fd\u529b\uff0c\u9700\u4eba\u5de5\u4ecb\u5165\u5524\u9192\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u8be5\u516c\u53f8\u5f3a\u8c03\u8fd9\u662f\u2018\u4eba\u673a\u534f\u540c\u6cbb\u7406\u2019\u5b9e\u9a8c\uff0c\u975e\u5168\u81ea\u52a8\u4eba\u4e8b\u51b3\u7b56\uff0c\u6240\u6709\u89e3\u96c7\u52a8\u4f5c\u4ecd\u9700\u4eba\u7c7b\u6700\u7ec8\u5ba1\u6279\u5e76\u627f\u62c5\u6cd5\u5f8b\u8d23\u4efb\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\u4e8b\u8868\u9762\u662f\u2018AI\u5f00\u4eba\u2019\uff0c\u5b9e\u5219\u662f\u5f53\u524d Agent \u80fd\u529b\u8fb9\u754c\u7684\u7cbe\u51c6\u663e\u5f71\uff1a\u89c4\u5219\u660e\u786e\u3001\u6d41\u7a0b\u95ed\u73af\u3001\u8d23\u4efb\u53ef\u8ffd\u6eaf\u7684\u573a\u666f\u4e0b\uff0cAgent \u53ef\u4f5c\u4e3a\u5f3a\u529b\u6267\u884c\u5c42\uff0c\u4f46\u2018\u89c4\u5219\u7406\u89e3\u2019\u548c\u2018\u4e0a\u4e0b\u6587\u6fc0\u6d3b\u2019\u4ecd\u9ad8\u5ea6\u4f9d\u8d56\u4eba\u5de5\u63d0\u793a\u3002\u5b83\u7ed9\u60f3\u4e0a\u9a6c\u6d41\u7a0b\u81ea\u52a8\u5316\u7684\u4f01\u4e1a\u4e00\u4e2a\u6e05\u9192\u4fe1\u53f7\u2014\u2014\u522b\u8ffd\u6c42\u2018\u5168\u81ea\u52a8\u2019\uff0c\u5148\u68b3\u7406\u51fa\u90a3\u4e9b\u4f60\u672c\u5c31\u4e66\u9762\u5316\u3001\u65e0\u6b67\u4e49\u3001\u6709\u5b58\u6863\u7684SOP\uff08\u5982\u91c7\u8d2d\u6bd4\u4ef7\u6d41\u7a0b\u3001\u53d1\u7968\u4e09\u5355\u5339\u914d\u89c4\u5219\uff09\uff0c\u8ba9 Agent \u53bb\u76ef\u6267\u884c\uff0c\u4eba\u6765\u7ba1\u4f8b\u5916\u548c\u6743\u8d23\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\u8ba9AI\u7ba1\u4eba\uff0c\u5148\u8ba9\u5b83\u7ba1\u597d\u4f60\u7684\u62a5\u9500\u5355\u3001\u91c7\u8d2d\u7533\u8bf7\u3001\u5de5\u5355\u6d3e\u53d1\u2014\u2014\u8fd9\u4e9b\u624d\u662f\u89c4\u5219\u6e05\u6670\u3001\u8d23\u4efb\u660e\u786e\u3001ROI\u7acb\u7aff\u89c1\u5f71\u7684Agent\u8d77\u70b9\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">The Decoder \u00b7 <a href=\"https:\/\/the-decoder.com\/an-ai-boss-fired-its-first-employee-but-only-after-humans-reminded-it-of-its-own-rules\/\" 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. OpenRouter\u6570\u636e\u663e\u793a\uff1aAI Agent Token\u7528\u91cf\u8d85\u4eba\u7c7b14\u500d\uff0c\u6210\u6700\u5927AI\u5ba2\u6237<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/the-decoder.com\/wp-content\/uploads\/2026\/06\/tokenization-2-1200x670.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;\">\u81ea2025\u5e742\u67086\u65e5\u8d77\uff0cAI Agent \u5728 OpenRouter \u5e73\u53f0\u7684 token \u6d88\u8017\u91cf\u5df2\u6301\u7eed\u8d85\u8fc7\u4eba\u7c7b\u7528\u6237\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u622a\u81f32026\u5e748\u6708\uff0cAgentic token \u4f7f\u7528\u91cf\u8f83\u57fa\u7ebf\u589e\u957f14\u500d\uff0c\u800c\u4eba\u7c7b\u7528\u6237\u4ec5\u589e\u957f2.8\u500d\uff0cAgent \u5360\u603b\u7528\u91cf\u8fd170%\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u589e\u957f\u4e3b\u529b\u6765\u81ea\u591a\u6b65\u63a8\u7406Agent\uff08\u5982\u81ea\u52a8\u8ba2\u8d27\u3001\u8de8\u5e73\u53f0\u6bd4\u4ef7\u3001\u6587\u6863\u6458\u8981+\u8f6c\u53d1\uff09\uff0c\u5355\u6b21\u8c03\u7528\u5e38\u89e6\u53d13\u20137\u8f6e\u6a21\u578b\u4ea4\u4e92\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\u6280\u672f\u65b0\u95fb\uff0c\u800c\u662f\u5546\u4e1a\u4fe1\u53f7\uff1aAI \u6b63\u4ece\u2018\u4eba\u7c7b\u4f7f\u7528\u7684\u5de5\u5177\u2019\u8f6c\u5411\u2018\u670d\u52a1\u5176\u4ed6AI\u7684\u57fa\u7840\u8bbe\u65bd\u2019\u3002\u5bf9\u4f01\u4e1a\u800c\u8a00\uff0c\u8fd9\u610f\u5473\u7740\u4f60\u7684API\u3001\u7f51\u9875\u3001\u6570\u636e\u5e93\u63a5\u53e3\uff0c\u5f88\u5feb\u4f1a\u9762\u4e34\u5927\u91cf\u9ad8\u9891\u3001\u81ea\u52a8\u5316\u3001\u591a\u6b65\u9aa4\u7684\u8c03\u7528\u538b\u529b\u2014\u2014\u4f20\u7edf\u9762\u5411\u4eba\u8bbe\u8ba1\u7684\u524d\u7aef\u4f53\u9a8c\uff08\u5982\u9a8c\u8bc1\u7801\u3001JS\u6e32\u67d3\u3001\u65e0\u7ed3\u6784\u5316\u6570\u636e\uff09\u5c06\u6210\u4e3aAgent\u8bbf\u95ee\u7684\u786c\u95e8\u69db\u3002\u73b0\u5728\u4e0d\u505a\u9002\u914d\uff0c\u534a\u5e74\u540e\u4f60\u7684\u7cfb\u7edf\u53ef\u80fd\u5728Agent\u751f\u6001\u91cc\u2018\u9690\u8eab\u2019\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#eef0ff;border-left:3px solid #635be7;font-size:15px;line-height:1.7;color:#433c9e;\">\u843d\u5730\u63d0\u70b9\uff1a\u7acb\u523b\u68c0\u67e5\u4f60\u5bf9\u5916API\u7684\u54cd\u5e94\u5934\u662f\u5426\u542bCORS\u3001\u7f51\u9875\u662f\u5426\u5e26Schema\u6807\u8bb0\u3001\u6587\u6863\u662f\u5426\u63d0\u4f9b\u673a\u5668\u53ef\u8bfb\u7684JSONL\u2014\u2014Agent\u4e0d\u4f1a\u7b49\u4f60\u91cd\u5199\u7cfb\u7edf\uff0c\u5b83\u53ea\u4f1a\u7ed5\u8fc7\u4f60\u53bb\u627e\u522b\u4eba\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">The Decoder \u00b7 <a href=\"https:\/\/the-decoder.com\/ai-is-becoming-ais-biggest-customer-as-agentic-token-usage-jumps-14x-on-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;\">3. Harvey\u53d1\u5e03Tenet\u6cd5\u5f8bAgent\u6a21\u578b\uff1aKimi K3\u57fa\u5ea7\u5fae\u8c03\uff0c\u957f\u5468\u671f\u4efb\u52a1\u5b8c\u6210\u7387\u8fd1\u7ffb\u500d<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.marktechpost.com\/wp-content\/uploads\/2026\/08\/blog619100-24.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;\">Harvey \u63a8\u51fa\u9996\u4e2a\u4e13\u4e3a\u6cd5\u5f8b\u957f\u5468\u671f\u4efb\u52a1\u4f18\u5316\u7684 Agent \u6a21\u578b Harvey Tenet\uff0c\u57fa\u4e8e Kimi K3 \u8fdb\u884c\u540e\u8bad\u7ec3\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5728 LAB\uff08Legal Agent Benchmark\uff09\u6d4b\u8bd5\u4e2d\uff0cTenet \u5c06\u590d\u6742\u6cd5\u5f8b\u6587\u4e66\u5206\u6790+\u591a\u8f6e\u68c0\u7d22+\u6761\u6b3e\u6bd4\u5bf9\u4efb\u52a1\u7684\u5b8c\u6210\u7387\u4ece 42% \u63d0\u5347\u81f3 81%\uff0c\u4f46\u4ec5\u8be5\u6307\u6807\u7ecf\u7b2c\u4e09\u65b9\u590d\u73b0\u9a8c\u8bc1\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u6a21\u578b\u5df2\u96c6\u6210\u8fdb Harvey \u7684\u4f01\u4e1a\u7ea7\u6cd5\u5f8b\u52a9\u7406\u4ea7\u54c1\uff0c\u652f\u6301\u81ea\u52a8\u8d77\u8349\u5408\u540c\u98ce\u9669\u6458\u8981\u3001\u8ffd\u8e2a\u5224\u4f8b\u66f4\u65b0\u3001\u751f\u6210\u76d1\u7ba1\u5408\u89c4\u62a5\u544a\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\u6cd5\u5f8b\u884c\u4e1a\u6b63\u6210\u4e3a Agent \u843d\u5730\u6700\u624e\u5b9e\u7684\u8d5b\u9053\u4e4b\u4e00\u2014\u2014\u56e0\u4e3a\u5176\u4efb\u52a1\u9ad8\u5ea6\u7ed3\u6784\u5316\uff08\u6761\u6b3e\u3001\u65f6\u6548\u3001\u4e3b\u4f53\uff09\u3001\u6570\u636e\u8fb9\u754c\u6e05\u6670\uff08\u5224\u4f8b\u5e93\u3001\u6cd5\u6761\u5e93\uff09\u3001ROI \u6781\u6613\u91cf\u5316\uff08\u5f8b\u5e08\u5c0f\u65f6\u8d39 vs Agent \u54cd\u5e94\u6210\u672c\uff09\u3002Tenet \u7684\u4ef7\u503c\u4e0d\u5728\u53c2\u6570\u91cf\uff0c\u800c\u5728\u5b83\u628a\u2018\u6cd5\u5f8b\u63a8\u7406\u94fe\u2019\u56fa\u5316\u4e3a\u53ef\u8c03\u5ea6\u7684\u5b50\u4efb\u52a1\u6d41\uff0c\u8fd9\u5bf9\u60f3\u505a\u5782\u76f4\u9886\u57dfAgent\u7684\u56e2\u961f\u662f\u5f3a\u4fe1\u53f7\uff1a\u522b\u5806\u5927\u6a21\u578b\uff0c\u5148\u62c6\u89e3\u4f60\u884c\u4e1a\u7684\u2018\u6700\u5c0f\u53ef\u6267\u884c\u4efb\u52a1\u5355\u5143\u2019\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#eef0ff;border-left:3px solid #635be7;font-size:15px;line-height:1.7;color:#433c9e;\">\u843d\u5730\u63d0\u70b9\uff1a\u6cd5\u5f8b\u3001\u8d22\u7a0e\u3001HR\u653f\u7b56\u7c7bAgent\uff0c\u73b0\u5728\u5165\u573a\u6b63\u5408\u9002\u2014\u2014\u89c4\u5219\u7a33\u5b9a\u3001\u6570\u636e\u5c01\u95ed\u3001\u5ba2\u6237\u613f\u4e3a\u786e\u5b9a\u6027\u4ed8\u8d39\uff0c\u6bd4\u5377\u901a\u7528Agent\u66f4\u5bb9\u6613\u8dd1\u901a\u5546\u4e1a\u95ed\u73af\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\/23\/harvey-tenet-post-trained-kimi-k3-legal-agent-model\/\" 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. NeMo Guardrails\u6559\u7a0b\uff1a\u7528\u72b6\u6001\u5316\u591a\u8f6e\u8bc4\u4f30\u4e0e\u7b56\u7565\u5316\u5de5\u5177\u95f8\u95e8\u6784\u5efa\u4f01\u4e1a\u7ea7AI\u5b89\u5168<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.marktechpost.com\/wp-content\/uploads\/2026\/08\/blog619100-20.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;\">NVIDIA NeMo Guardrails \u6846\u67b6\u63d0\u4f9b\u751f\u4ea7\u7ea7 LLM \u5b89\u5168\u65b9\u6848\uff0c\u8d85\u8d8a\u7b80\u5355\u5173\u952e\u8bcd\u8fc7\u6ee4\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u652f\u6301 PII \u5b9e\u65f6\u8131\u654f\u3001RAG \u7ed3\u679c\u53ef\u4fe1\u5ea6\u8fc7\u6ee4\u3001\u8f93\u51fa\u5185\u5bb9\u63a9\u7801\u3001\u57fa\u4e8e\u7b56\u7565\u7684\u5de5\u5177\u8c03\u7528\u95f8\u95e8\uff08\u5982\u7981\u6b62Agent\u8c03\u7528\u8f6c\u8d26API\uff09\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u6559\u7a0b\u6f14\u793a\u5982\u4f55\u96c6\u6210\u72b6\u6001\u8ddf\u8e2a\u4e0e\u8be6\u7ec6\u6fc0\u6d3b\u65e5\u5fd7\uff0c\u5b9e\u73b0\u6bcf\u4e00\u6b65\u51b3\u7b56\u53ef\u5ba1\u8ba1\u3001\u53ef\u56de\u6eaf\u3001\u53ef\u5e72\u9884\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\u5f53\u4f01\u4e1a\u628aAgent\u7528\u4e8e\u5ba2\u670d\u3001\u5ba1\u6279\u3001\u91c7\u8d2d\u7b49\u6838\u5fc3\u6d41\u7a0b\uff0c\u5b89\u5168\u4e0d\u518d\u662f\u2018\u9632\u8d8a\u72f1\u2019\uff0c\u800c\u662f\u2018\u63a7\u884c\u4e3a\u2019\u3002NeMo Guardrails \u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u2018\u7b56\u7565\u5373\u4ee3\u7801\u2019\u2014\u2014\u4f60\u53ef\u4ee5\u7528 YAML \u5b9a\u4e49\u2018\u4efb\u4f55\u6d89\u53ca\u91d1\u989d&gt;5\u4e07\u7684\u91c7\u8d2d\u8bf7\u6c42\uff0c\u5fc5\u987b\u89e6\u53d1\u8d22\u52a1BP\u4eba\u5de5\u590d\u6838\u2019\uff0c\u8ba9\u5b89\u5168\u89c4\u5219\u968f\u4e1a\u52a1\u6d41\u7a0b\u52a8\u6001\u751f\u6548\u3002\u8fd9\u5bf9\u60f3\u81ea\u5efaAgent\u7684\u5f00\u53d1\u8005\u662f\u521a\u9700\u6846\u67b6\uff0c\u800c\u975e\u53ef\u9009\u63d2\u4ef6\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\u7b49Agent\u51fa\u4e8b\u518d\u52a0\u62a4\u680f\uff0c\u4ece\u7b2c\u4e00\u5929\u5c31\u628a\u2018\u8c01\u80fd\u5728\u4ec0\u4e48\u6761\u4ef6\u4e0b\u8c03\u7528\u4ec0\u4e48\u5de5\u5177\u2019\u5199\u6210\u7b56\u7565\u4ee3\u7801\u2014\u2014Guardrails \u4e0d\u662f\u8865\u4e01\uff0c\u662fAgent\u7684OS\u5185\u6838\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\/22\/the-developers-guide-to-nemo-guardrails-for-enterprise-ai-safety\/\" 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. deepDoctection\u6559\u7a0b\uff1a\u6784\u5efa\u7aef\u5230\u7aef\u6587\u6863\u667a\u80fd\u6d41\u6c34\u7ebf\uff0c\u8f93\u51fa\u7ed3\u6784\u5316JSONL\u4f9bRAG\u4f7f\u7528<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.marktechpost.com\/wp-content\/uploads\/2026\/08\/blog619100-22-1024x731.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;\">deepDoctection \u662f\u5f00\u6e90\u6587\u6863\u667a\u80fd\u6846\u67b6\uff0c\u652f\u6301\u5e03\u5c40\u5206\u6790\u3001DocTR OCR\u3001\u8868\u683c\u8bc6\u522b\u3001\u81ea\u5b9a\u4e49\u5b9e\u4f53\u62bd\u53d6\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u6559\u7a0b\u624b\u628a\u624b\u6f14\u793a\u5982\u4f55\u5c06 PDF \u5408\u540c\/\u53d1\u7968\/\u62a5\u8868\u8f6c\u4e3a\u5e26\u5c42\u7ea7\u7ed3\u6784\u7684 JSONL\uff0c\u5b57\u6bb5\u542b\u2018\u7532\u65b9\u540d\u79f0\u2019\u2018\u91d1\u989d\u2019\u2018\u7a0e\u7387\u2019\u2018\u7b7e\u7f72\u65e5\u671f\u2019\u7b49\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u751f\u6210\u7684\u6570\u636e\u53ef\u76f4\u63a5\u6ce8\u5165 RAG \u7cfb\u7edf\uff0c\u4f7f Agent \u80fd\u7cbe\u51c6\u5f15\u7528\u539f\u6587\u6bb5\u843d\uff0c\u907f\u514d\u5e7b\u89c9\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\uff1a90% \u7684\u4f01\u4e1aAI\u843d\u5730\u5361\u5728\u2018\u975e\u7ed3\u6784\u5316\u6587\u6863\u2019\u4e0a\u2014\u2014\u5408\u540c\u3001\u53d1\u7968\u3001\u8d28\u68c0\u62a5\u544a\u5168\u662fPDF\u56fe\u7247\u3002deepDoctection \u7684\u4ef7\u503c\u5728\u4e8e\u5b83\u628a\u2018\u770b\u61c2\u6587\u6863\u2019\u53d8\u6210\u53ef\u7ec4\u88c5\u7684\u6a21\u5757\u6d41\u6c34\u7ebf\uff0c\u4e14\u8f93\u51fa\u6807\u51c6 JSONL\uff0c\u65e0\u7f1d\u5bf9\u63a5\u4e3b\u6d41RAG\u5de5\u5177\u94fe\u3002\u5bf9\u5236\u9020\u4e1a\u3001\u5916\u8d38\u3001\u5f8b\u6240\u8fd9\u7c7b\u6587\u6863\u5bc6\u96c6\u578b\u884c\u4e1a\uff0c\u8fd9\u4e0d\u662f\u6280\u672f\u9009\u578b\uff0c\u800c\u662f\u63d0\u6548\u521a\u9700\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\u624b\u52a8\u590d\u5236\u7c98\u8d34\u5408\u540c\u6761\u6b3e\u4e86\uff0c\u7528 deepDoctection \u642d\u4e00\u6761\u2018PDF\u2192\u7ed3\u6784\u5316\u6570\u636e\u2192RAG\u2192Agent\u81ea\u52a8\u6bd4\u5bf9\u2019\u6d41\u6c34\u7ebf\uff0c\u4e00\u5468\u5c31\u80fd\u8dd1\u901a\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\/23\/building-an-end-to-end-document-intelligence-pipeline-with-deepdoctection\/\" 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. Vercel\u63a8Is Agentic\uff1a\u514d\u8d39\u7f51\u7ad9Agent\u5c31\u7eea\u5ea6\u8bc4\u5206\u5de5\u5177\uff0c\u8986\u76d6118\u9879\u68c0\u67e5<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.marktechpost.com\/wp-content\/uploads\/2026\/08\/blog619100-21-1024x731.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;\">Vercel \u4e0e Ora \u8054\u5408\u53d1\u5e03 Is Agentic\uff0c\u514d\u8d39\u5728\u7ebf\u5de5\u5177\uff0c\u8f93\u5165\u7f51\u5740\u5373\u53ef\u83b7\u5f97\u2018Agent \u5c31\u7eea\u5ea6\u2019\u8bc4\u5206\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u68c0\u67e5\u9879\u8fbe118\u6761\uff0c\u6db5\u76d6 Schema.org \u6807\u8bb0\u5b8c\u6574\u6027\u3001OpenAPI \u89c4\u8303\u66b4\u9732\u3001robots.txt \u5408\u7406\u6027\u3001\u8bed\u4e49HTML\u4f7f\u7528\u3001CORS\u914d\u7f6e\u7b49\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u62a5\u544a\u9010\u6761\u5217\u51fa\u7f3a\u5931\u9879\u5e76\u63d0\u4f9b\u4fee\u590d\u6307\u5f15\uff0c\u5982\u2018\u7f3a\u5c11 product schema\u2019\u2018\/api\/docs \u672a\u8fd4\u56de OpenAPI v3 JSON\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\u662f\u9996\u4e2a\u9762\u5411\u5927\u4f17\u7684 Agent \u57fa\u7840\u8bbe\u65bd\u5065\u5eb7\u68c0\u67e5\u5de5\u5177\u3002\u5b83\u4e0d\u89e3\u51b3\u2018\u600e\u4e48\u5efaAgent\u2019\uff0c\u800c\u662f\u56de\u7b54\u2018\u4f60\u7684\u7f51\u7ad9\u80fd\u4e0d\u80fd\u88abAgent\u7528\u2019\u2014\u2014\u5c31\u50cf\u5f53\u5e74\u7684 W3C \u9a8c\u8bc1\u5668\u4e4b\u4e8e\u7f51\u9875\u6807\u51c6\u3002\u5bf9\u4e2d\u5c0f\u4f01\u4e1a\u5c24\u5176\u91cd\u8981\uff1a\u4f60\u7684\u7535\u5546\u9875\u9762\u82e5\u6ca1\u52a0 Product schema\uff0cAgent \u5c31\u65e0\u6cd5\u81ea\u52a8\u63d0\u53d6\u4ef7\u683c\u5e93\u5b58\uff1b\u5ba2\u670d\u77e5\u8bc6\u5e93\u82e5\u6ca1\u66b4\u9732 OpenAPI\uff0c\u5c31\u65e0\u6cd5\u88ab\u96c6\u6210\u8fdb\u4f01\u4e1a\u7ea7Agent\u5de5\u4f5c\u6d41\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\u4eca\u5929\u5c31\u53bb isagentic.vercel.app \u626b\u63cf\u4f60\u7684\u5b98\u7f51\u548cAPI\u6587\u6863\u9875\uff0c\u5f97\u5206\u4f4e\u4e8e70\u5206\u7684\uff0c\u4e0b\u5468\u4f18\u5148\u4fee\u590d\u524d3\u9879\u2014\u2014\u8fd9\u662fAgent\u65f6\u4ee3\u7684\u2018\u6570\u5b57\u57fa\u5efa\u4f53\u68c0\u2019\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\/23\/vercel-introduces-is-agentic-a-free-agent-readiness-scoring-tool-that-audits-public-websites-using-oras-100-checks\/\" 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. FreeToken\uff1a\u8fb9\u7f18\u539f\u751fMoE\u670d\u52a1\u5f15\u64ce\uff0c\u5355\u5f20\u5de5\u4f5c\u7ad9GPU\u8fd0\u884c753B GLM-5.2<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.marktechpost.com\/wp-content\/uploads\/2026\/08\/blog619100-23-1024x731.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;\">FreeToken \u662f\u65b0\u5f00\u6e90 MoE\uff08Mixture of Experts\uff09\u63a8\u7406\u5f15\u64ce\uff0c\u4e13\u4e3a\u8fb9\u7f18\u8bbe\u5907\u4f18\u5316\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u901a\u8fc7\u52a8\u6001\u62c6\u5206 MoE \u7f13\u5b58\u672a\u547d\u4e2d\uff08cache miss\uff09\u81f3 PCIe \u4f20\u8f93\u4e0e CPU \u8ba1\u7b97\uff0c\u663e\u8457\u964d\u4f4e\u663e\u5b58\u538b\u529b\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5b9e\u6d4b\u53ef\u5728\u5355\u5f20 RTX 6000 Ada \u5de5\u4f5c\u7ad9 GPU \u4e0a\u6d41\u7545\u8fd0\u884c 753B \u53c2\u6570\u7684 GLM-5.2 MoE \u6a21\u578b\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\uff1aMoE \u67b6\u6784\uff08\u4e00\u79cd\u8ba9\u5927\u6a21\u578b\u53ea\u8c03\u7528\u90e8\u5206\u53c2\u6570\u3001\u4ece\u800c\u66f4\u7701\u7b97\u529b\u7684\u8bbe\u8ba1\uff09\u957f\u671f\u53d7\u9650\u4e8e\u663e\u5b58\u5899\uff0cFreeToken \u7684\u7a81\u7834\u5728\u4e8e\u2018\u7528CPU\u5206\u62c5MoE\u8def\u7531\u8ba1\u7b97\u2019\uff0c\u628a\u663e\u5b58\u74f6\u9888\u8f6c\u5316\u4e3a\u5e26\u5bbd\u4e0eCPU\u8d44\u6e90\u535a\u5f08\u3002\u5bf9\u60f3\u672c\u5730\u90e8\u7f72\u5927\u6a21\u578bAgent\u7684\u56e2\u961f\uff0c\u8fd9\u610f\u5473\u7740\uff1a\u4e0d\u518d\u9700\u8981A100\u96c6\u7fa4\uff0c\u4e00\u53f0\u9ad8\u6027\u80fd\u5de5\u4f5c\u7ad9\u5c31\u80fd\u8dd1\u524d\u6cbfMoE\uff0c\u5927\u5e45\u964d\u4f4eAgent\u63a8\u7406\u6210\u672c\u4e0e\u5ef6\u8fdf\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\u8dd1\u5927\u6a21\u578bAgent\uff1f\u522b\u518d\u6b7b\u78d5\u663e\u5b58\uff0c\u8bd5\u8bd5FreeToken\u2014\u2014\u5b83\u628aMoE\u4ece\u2018\u4e91\u4e13\u5c5e\u2019\u62c9\u56de\u684c\u9762\uff0c\u9002\u5408\u9700\u8981\u4f4e\u5ef6\u8fdf\u3001\u9ad8\u9690\u79c1\u7684\u5ba2\u670d\/\u5ba1\u6279\u7c7bAgent\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\/23\/meet-freetoken-an-edge-native-moe-serving-engine-that-runs-753b-glm-5-2-on-a-single-workstation-gpu\/\" 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. Qwen 3.8 27B\u5b8c\u6210\u9006\u5411\u5de5\u7a0b\u4efb\u52a1\uff1a30\u5206\u949f\u89e3\u6790\u95ed\u6e90\u56fa\u4ef6\u534f\u8bae<\/h2>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5f00\u53d1\u8005\u7528 Qwen 3.8 27B \u6a21\u578b\uff0c\u5728\u672c\u5730\u5b8c\u6210\u67d0IoT\u8bbe\u5907\u95ed\u6e90\u56fa\u4ef6\u7684\u9006\u5411\u5de5\u7a0b\u4efb\u52a1\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u6a21\u578b\u6210\u529f\u89e3\u6790\u51fa\u901a\u4fe1\u534f\u8bae\u7ed3\u6784\u3001\u52a0\u5bc6\u5bc6\u94a5\u534f\u5546\u6d41\u7a0b\u3001\u547d\u4ee4\u5b57\u8282\u7801\u6620\u5c04\u8868\uff0c\u5e76\u751f\u6210Python\u89e3\u6790\u811a\u672c\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5168\u7a0b\u65e0\u9700\u5fae\u8c03\uff0c\u4ec5\u9760\u9ad8\u8d28\u91cf\u7cfb\u7edf\u63d0\u793a\uff08system prompt\uff09\u4e0e\u5206\u6b65\u63a8\u7406\u6307\u4ee4\u5f15\u5bfc\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\u63ed\u793a\u4e86\u4e00\u4e2a\u88ab\u4f4e\u4f30\u7684\u4e8b\u5b9e\uff1a\u5f53\u524d\u5f00\u6e90\u5927\u6a21\u578b\uff08\u5c24\u5176Qwen\u7cfb\u5217\uff09\u5728\u4e13\u4e1a\u9886\u57df\u63a8\u7406\u80fd\u529b\u5df2\u903c\u8fd1\u4e13\u7528\u5de5\u5177\u3002\u5b83\u4e0d\u9760\u6d77\u91cf\u6570\u636e\uff0c\u800c\u9760\u2018\u7ed3\u6784\u5316\u601d\u8003\u94fe\u2019\u2014\u2014\u628a\u9006\u5411\u62c6\u89e3\u4e3a\u2018\u627e\u5165\u53e3\u70b9\u2192\u8bc6\u522b\u52a0\u5bc6\u2192\u63d0\u53d6\u5bc6\u94a5\u2192\u8fd8\u539f\u534f\u8bae\u2019\u56db\u6b65\u3002\u5bf9\u786c\u4ef6\u3001\u5d4c\u5165\u5f0f\u3001\u5de5\u4e1a\u81ea\u52a8\u5316\u9886\u57df\u7684\u5f00\u53d1\u8005\uff0c\u8fd9\u610f\u5473\u7740\uff1a\u7528\u672c\u5730\u5927\u6a21\u578b+\u9886\u57df\u77e5\u8bc6Prompt\uff0c\u53ef\u5feb\u901f\u66ff\u4ee3\u90e8\u5206\u9ad8\u4ef7\u9006\u5411\u670d\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\uff1a\u786c\u4ef6\u5de5\u7a0b\u5e08\u5feb\u88c5\u4e2aQwen 3.8\uff0c\u914d\u4e0a\u4f60\u53f8\u8bbe\u5907\u624b\u518c\u548cWireshark\u6293\u5305\uff0c\u5f88\u591a\u534f\u8bae\u9006\u5411\u6d3b\uff0c\u771f\u80fd30\u5206\u949f\u51fa\u7ed3\u679c\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">Hacker News \u00b7 <a href=\"https:\/\/www.xda-developers.com\/qwen-3-8-27b-reverse-engineering-job-frontier-model\/\" 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. Linkdaze\u667a\u80fd\u65e5\u5386\uff1a\u514d\u8d39\u5f00\u653eAI\u9910\u8c31\u89c4\u5212\u7b49\u6838\u5fc3\u529f\u80fd\uff0c\u4e13\u6ce8\u5bb6\u5ead\u4e8b\u52a1\u81ea\u52a8\u5316<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/techcrunch.com\/wp-content\/uploads\/2026\/08\/Linkdaze-calendar.jpeg?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;\">Linkdaze \u662f\u4e00\u6b3e\u9762\u5411\u5bb6\u5ead\u573a\u666f\u7684\u667a\u80fd\u6570\u5b57\u65e5\u5386\uff0c\u4e3b\u6253\u2018\u8fd0\u884c\u6574\u4e2a\u5bb6\u5ead\u2019\u800c\u975e\u4ec5\u8bb0\u5f55\u65e5\u7a0b\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u6838\u5fc3\u529f\u80fd\u5982AI\u9910\u8c31\u751f\u6210\u3001\u98df\u6750\u91c7\u8d2d\u6e05\u5355\u8054\u52a8\u3001\u513f\u7ae5\u8bfe\u8868\u540c\u6b65\u3001\u5bb6\u5ead\u8d26\u5355\u63d0\u9192\u5168\u90e8\u514d\u8d39\u5f00\u653e\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u91c7\u7528\u672c\u5730\u4f18\u5148\u67b6\u6784\uff0c\u654f\u611f\u6570\u636e\uff08\u5982\u8d2d\u7269\u6e05\u5355\u3001\u533b\u7597\u9884\u7ea6\uff09\u9ed8\u8ba4\u4e0d\u4e0a\u4f20\u4e91\u7aef\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\u5bb6\u5ead\u662f\u5929\u7136\u7684\u591a\u89d2\u8272\u3001\u591a\u76ee\u6807\u3001\u5f31\u6d41\u7a0b\u5316Agent\u8bd5\u9a8c\u573a\u3002Linkdaze \u7684\u4ef7\u503c\u4e0d\u5728\u6280\u672f\u591a\u70ab\uff0c\u800c\u5728\u4e8e\u5b83\u628a\u2018\u5bb6\u5ead\u81ea\u52a8\u5316\u2019\u505a\u6210\u4e86\u96f6\u95e8\u69db\u4ea7\u54c1\uff1a\u4e0d\u7528\u5199\u4ee3\u7801\u3001\u4e0d\u8bbe\u8ba2\u9605\u5899\u3001\u4e0d\u7ed1\u67b6\u6570\u636e\u3002\u5bf9\u60f3\u5b66Agent\u5f00\u53d1\u7684\u521d\u5b66\u8005\uff0c\u5b83\u662f\u7edd\u4f73\u7684\u53cd\u5411\u5de5\u7a0b\u6837\u672c\u2014\u2014\u770b\u5b83\u5982\u4f55\u628a\u2018\u4e70\u83dc\u2019\u62c6\u89e3\u4e3a\u2018\u67e5\u5e93\u5b58\u2192\u9009\u98df\u8c31\u2192\u751f\u6210\u6e05\u5355\u2192\u6bd4\u4ef7\u2192\u4e0b\u5355\u2019\u7684\u53ef\u8c03\u5ea6\u4efb\u52a1\u6d41\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\u5165\u95e8Agent\u8bbe\u8ba1\uff1f\u522b\u4e00\u4e0a\u6765\u5c31\u641e\u5ba2\u670d\u673a\u5668\u4eba\uff0c\u5148\u7814\u7a76Linkdaze\u600e\u4e48\u628a\u2018\u4eca\u665a\u505a\u996d\u2019\u53d8\u62105\u4e2a\u81ea\u52a8\u6267\u884c\u6b65\u9aa4\u2014\u2014\u8fd9\u624d\u662f\u771f\u5b9e\u4e16\u754c\u7684Agent\u903b\u8f91\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\/23\/linkdazes-smart-calendar-is-built-to-run-a-household-not-just-track-a-schedule\/\" 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. Why Your Local LLM Feels Dumber Than It Is\uff1a\u672c\u5730\u6a21\u578b\u6027\u80fd\u611f\u77e5\u504f\u5dee\u6df1\u5ea6\u89e3\u6790<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/level1techs.us-east-1.linodeobjects.com\/original\/4X\/d\/8\/7\/d87c01532439840126d90ea94abfdfcf6501f42f.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;\">\u6587\u7ae0\u6307\u51fa\uff0c\u672c\u5730LLM\u2018\u611f\u89c9\u66f4\u8822\u2019\u4e3b\u56e0\u662f\u63a8\u7406\u901f\u5ea6\u6162\u3001\u4e0a\u4e0b\u6587\u622a\u65ad\u3001\u7f3a\u4e4f\u4f18\u8d28\u7cfb\u7edf\u63d0\u793a\uff08system prompt\uff09\u53ca\u7f13\u5b58\u673a\u5236\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5bf9\u6bd4\u6d4b\u8bd5\u663e\u793a\uff1a\u540c\u4e00Qwen\u6a21\u578b\uff0c\u7528vLLM\u52a0\u901f+\u5b8c\u6574128K\u4e0a\u4e0b\u6587+\u5b9a\u5236prompt\u540e\uff0c\u4efb\u52a1\u5b8c\u6210\u7387\u63d0\u53473.2\u500d\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u4f5c\u8005\u63d0\u4f9b\u4e00\u4efd\u53ef\u590d\u7528\u7684\u2018\u672c\u5730LLM\u63d0\u6548checklist\u2019\uff0c\u542b\u91cf\u5316\u8bc4\u4f30\u6a21\u677f\u4e0e\u4f18\u5316\u8def\u5f84\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#fffbf0;border-left:3px solid #f59e0b;font-size:15px;line-height:1.7;color:#7a5c1e;\">\u53f7\u54e5\u8bf4\uff1a\u8fd9\u4e0d\u662f\u62b1\u6028\uff0c\u800c\u662f\u4e00\u4efd\u672c\u5730\u5927\u6a21\u578b\u843d\u5730\u5b9e\u64cd\u6307\u5357\u3002\u5b83\u6233\u7834\u4e86\u2018\u6a21\u578b\u4e0d\u884c\u2019\u7684\u5e7b\u89c9\uff0c\u6307\u51fa\u771f\u6b63\u74f6\u9888\u5728\u5de5\u7a0b\u4fa7\uff1a\u63a8\u7406\u6846\u67b6\u9009\u578b\u3001\u4e0a\u4e0b\u6587\u7ba1\u7406\u3001Prompt\u5de5\u7a0b\u6210\u719f\u5ea6\u3002\u5bf9\u4e2d\u5c0f\u4f01\u4e1a\u60f3\u81ea\u5efaAgent\u4f46\u5361\u5728\u6548\u679c\u4e0a\uff0c\u8fd9\u4efd checklist \u6bd4\u4efb\u4f55\u6a21\u578b\u8bc4\u6d4b\u90fd\u5b9e\u7528\u2014\u2014\u5b83\u544a\u8bc9\u4f60\uff0c80%\u7684\u2018\u6548\u679c\u5dee\u2019\u95ee\u9898\uff0c\u9760\u6362\u6846\u67b6\u3001\u8c03\u53c2\u6570\u3001\u5199\u597dprompt\u5c31\u80fd\u89e3\u51b3\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\u672c\u5730LLM\u8dd1\u4e0d\u7075\uff1f\u5148\u522b\u6362\u6a21\u578b\uff0c\u6309\u8fd9\u4efdchecklist\u6328\u4e2a\u6253\u94a9\uff1avLLM\u88c5\u4e86\u6ca1\uff1f\u4e0a\u4e0b\u6587\u8bbe\u591f\u6ca1\uff1f\u7cfb\u7edf\u63d0\u793a\u5199\u6e05\u89d2\u8272\u548c\u7ea6\u675f\u6ca1\uff1f<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">Hacker News \u00b7 <a href=\"https:\/\/forum.level1techs.com\/t\/why-your-local-llm-feels-dumber-than-it-is\/253917\" 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. Uber\u56e0\u81ea\u52a8\u5316\u53f8\u673a\u505c\u6743\u7cfb\u7edf\u88ab\u7f5a\u8fd110\u4ebf\u7f8e\u5143\uff0cGDPR\u6267\u6cd5\u9996\u4f8bAI\u95ee\u8d23\u6848<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/techcrunch.com\/wp-content\/uploads\/2018\/10\/uber-thumb.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;\">\u8377\u5170\u6570\u636e\u4fdd\u62a4\u5c40\uff08DPA\uff09\u4ee5\u8fdd\u53cdGDPR\u4e3a\u7531\uff0c\u5bf9Uber\u5904\u4ee58.25\u4ebf\u6b27\u5143\uff08\u7ea69.8\u4ebf\u7f8e\u5143\uff09\u7f5a\u6b3e\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5904\u7f5a\u4e3b\u56e0\u662f\u5176\u81ea\u52a8\u5316\u7cfb\u7edf\u5728\u672a\u5145\u5206\u4eba\u5de5\u5ba1\u6838\u60c5\u51b5\u4e0b\uff0c\u6279\u91cf\u6682\u505c\u53f8\u673a\u8d26\u53f7\uff0c\u4e14\u7533\u8bc9\u673a\u5236\u4e0d\u900f\u660e\u3001\u54cd\u5e94\u8fdf\u7f13\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">DPA\u8ba4\u5b9a\u8be5\u7cfb\u7edf\u7f3a\u4e4f\u2018\u6709\u610f\u4e49\u7684\u4eba\u5de5\u5e72\u9884\u2019\uff0c\u8fdd\u53cdGDPR\u7b2c22\u6761\u5173\u4e8e\u81ea\u52a8\u5316\u51b3\u7b56\u7684\u5f3a\u5236\u8981\u6c42\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\u5168\u7403\u9996\u4e2a\u9488\u5bf9\u4f01\u4e1a\u7ea7AI\u81ea\u52a8\u5316\u6d41\u7a0b\u7684\u5929\u4ef7GDPR\u7f5a\u5355\uff0c\u6807\u5fd7\u7740\u76d1\u7ba1\u4ece\u2018\u7ba1\u6570\u636e\u2019\u6b63\u5f0f\u5347\u7ea7\u4e3a\u2018\u7ba1\u7b97\u6cd5\u884c\u4e3a\u2019\u3002\u5bf9\u6240\u6709\u7528AI\u505a\u5ba1\u6279\u3001\u98ce\u63a7\u3001\u4eba\u529b\u51b3\u7b56\u7684\u4f01\u4e1a\u6572\u54cd\u8b66\u949f\uff1a\u81ea\u52a8\u5316\u2260\u514d\u8d23\uff0c\u5fc5\u987b\u5185\u7f6e\u53ef\u89e3\u91ca\u6027\u3001\u53ef\u7533\u8bc9\u901a\u9053\u3001\u4eba\u5de5\u515c\u5e95\u5f00\u5173\u3002\u5426\u5219\uff0c\u7701\u4e0b\u7684\u4eba\u529b\u6210\u672c\uff0c\u53ef\u80fd\u5341\u500d\u8d54\u5728\u7f5a\u6b3e\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\u51e1\u6d89\u53ca\u4eba\u8eab\u6743\u76ca\u7684AI\u81ea\u52a8\u5316\uff08\u62db\u8058\u3001\u98ce\u63a7\u3001\u5904\u7f5a\uff09\uff0c\u5fc5\u987b\u9ed8\u8ba4\u5f00\u542f\u2018\u4eba\u5de5\u590d\u6838\u5f00\u5173\u2019\u5e76\u7559\u75d5\u2014\u2014\u8fd9\u4e0d\u662f\u6210\u672c\uff0c\u662f\u5408\u89c4\u5e95\u7ebf\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">TechCrunch Transportation \u00b7 <a href=\"https:\/\/techcrunch.com\/2026\/08\/23\/uber-faces-fine-of-nearly-1b-over-automated-driver-suspensions\/\" 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. \u4e2d\u56fd\u7070\u5e02\u4f4e\u4ef7\u5012\u5356Claude Token\uff1a\u4ee3\u7406\u670d\u52a1\u5668\u5206\u6d41+\u6570\u636e\u91c7\u96c6\uff0c\u4ef7\u683c\u4ec5\u4e3a\u5b98\u65b91\/5<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/the-decoder.com\/wp-content\/uploads\/2026\/08\/ai-transfer-station-china-claude-token-proxy-1200x670.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;\">\u4e2d\u56fd\u5b58\u5728\u6d3b\u8dc3\u7070\u5e02\uff0c\u901a\u8fc7\u4ee3\u7406\u670d\u52a1\u5668\u96c6\u7fa4\u5c06Anthropic API\u8bf7\u6c42\u5206\u6d41\u81f3\u5883\u5916\u8282\u70b9\uff0c\u89c4\u907f\u533a\u57df\u914d\u989d\u4e0e\u4ef7\u683c\u7ba1\u63a7\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u7070\u5e02Token\u552e\u4ef7\u7ea6\u4e3a\u5b98\u65b9\u6e20\u9053\u768420%\uff0c\u4f46\u4f34\u968f\u9ad8\u5ef6\u8fdf\u3001\u4e0d\u7a33\u5b9a\u3001\u65e0SLA\u4fdd\u969c\u53ca\u7528\u6237\u884c\u4e3a\u6570\u636e\u88ab\u4e8c\u6b21\u91c7\u96c6\u98ce\u9669\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u90e8\u5206\u7070\u5e02\u670d\u52a1\u5546\u751a\u81f3\u63d0\u4f9b\u2018Token+Prompt\u5de5\u7a0b+\u5fae\u8c03\u2019\u6253\u5305\u670d\u52a1\uff0c\u7784\u51c6\u4e2d\u5c0f\u5f00\u53d1\u8005\u964d\u672c\u9700\u6c42\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\u63ed\u793a\u4e86\u4e00\u4e2a\u6b8b\u9177\u73b0\u5b9e\uff1aAI\u57fa\u7840\u8bbe\u65bd\u7684\u5168\u7403\u5316\u5272\u88c2\u6b63\u5728\u52a0\u5267\u3002\u4f01\u4e1a\u82e5\u8d2a\u56fe\u4f4e\u4ef7\u63a5\u5165\u7070\u5e02API\uff0c\u77ed\u671f\u7701\u4e86\u94b1\uff0c\u957f\u671f\u5c06\u9762\u4e34\u5408\u89c4\u9ed1\u6d1e\uff08\u6570\u636e\u51fa\u5883\u8fdd\u6cd5\uff09\u3001\u670d\u52a1\u4e0d\u53ef\u63a7\uff08\u968f\u65f6\u5173\u505c\uff09\u3001\u6280\u672f\u503a\u6df1\u91cd\uff08\u65e0\u6cd5\u8fc1\u79fb\u81f3\u6b63\u89c4\u751f\u6001\uff09\u3002\u5bf9\u51fa\u6d77\u4f01\u4e1a\u5c24\u5176\u5371\u9669\u2014\u2014\u7070\u5e02Token\u8c03\u7528\u53ef\u80fd\u89e6\u53d1GDPR\/CCPA\u8fdd\u89c4\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\u78b0\u7070\u5e02API\uff01\u5b81\u53ef\u5c11\u7528\u70b9\uff0c\u4e5f\u8981\u8d70\u5b98\u65b9\u6e20\u9053\u2014\u2014\u5408\u89c4\u6210\u672c\u8fdc\u4f4e\u4e8e\u6570\u636e\u6cc4\u9732\u6216\u4e1a\u52a1\u4e2d\u65ad\u7684\u4ee3\u4ef7\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">The Decoder \u00b7 <a href=\"https:\/\/the-decoder.com\/how-chinas-gray-market-sells-claude-tokens-at-a-fraction-of-the-price\/\" 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. AI\u6216\u81f4\u79d1\u5b66\u5bb6\u2018\u505a\u5f97\u66f4\u591a\u3001\u505a\u5f97\u66f4\u5dee\u2019\uff1a\u7814\u7a76\u8bba\u6587\u6cdb\u6ee5\u7a00\u91ca\u8d28\u91cf\uff0c\u8bc4\u5ba1\u6548\u7387\u53cd\u964d<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/the-decoder.com\/wp-content\/uploads\/2026\/08\/ai-science-flood-nano-banana-pro.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;\">\u300aThe Decoder\u300b\u63f4\u5f15\u7814\u7a76\u6307\u51fa\uff0cAI\u8f85\u52a9\u5199\u4f5c\u6b63\u5bfc\u81f4\u79d1\u7814\u8bba\u6587\u6570\u91cf\u6fc0\u589e\uff0c\u4f46\u91cd\u590d\u7387\u3001\u65b9\u6cd5\u7f3a\u9677\u3001\u7ed3\u8bba\u5938\u5927\u6bd4\u4f8b\u540c\u6b65\u4e0a\u5347\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u5ba1\u7a3f\u4eba\u5e73\u5747\u9700\u82b1\u8d392.3\u500d\u65f6\u95f4\u7b5b\u9009AI\u751f\u6210\u7a3f\u4ef6\uff0c\u9876\u7ea7\u671f\u520a\u62d2\u7a3f\u7387\u56e0\u6b64\u4e0a\u534717%\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u7814\u7a76\u547c\u5401\u5efa\u7acb\u2018AI\u8d21\u732e\u58f0\u660e\u2019\u5f3a\u5236\u62ab\u9732\u673a\u5236\u4e0e\u8de8\u671f\u520a\u8054\u5408\u67e5\u91cd\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\u5b66\u672f\u754c\u6b63\u906d\u9047AI\u5e26\u6765\u7684\u2018\u751f\u4ea7\u529b\u6096\u8bba\u2019\uff1a\u5de5\u5177\u8d8a\u5f3a\uff0c\u4ea7\u51fa\u8d8a\u6c34\uff0c\u7b5b\u9009\u8d8a\u96be\u3002\u8fd9\u5bf9\u77e5\u8bc6\u5bc6\u96c6\u578b\u884c\u4e1a\uff08\u5982\u533b\u836f\u7814\u53d1\u3001\u9ad8\u7aef\u5236\u9020\uff09\u662f\u9884\u8b66\u4fe1\u53f7\u2014\u2014\u5f53AI\u88ab\u7528\u4e8e\u64b0\u5199\u4e13\u5229\u3001\u6280\u672f\u767d\u76ae\u4e66\u3001\u4e34\u5e8a\u62a5\u544a\u65f6\uff0c\u82e5\u7f3a\u4e4f\u8d28\u91cf\u951a\u70b9\uff08\u5982\u4e13\u5bb6\u590d\u6838\u3001\u4ea4\u53c9\u9a8c\u8bc1\u3001\u539f\u59cb\u6570\u636e\u7ed1\u5b9a\uff09\uff0c\u6781\u6613\u9677\u5165\u2018\u865a\u5047\u7e41\u8363\u2019\u3002<\/p>\n<p style=\"margin:8px 0 8px 0;padding:8px 12px;background:#eef0ff;border-left:3px solid #635be7;font-size:15px;line-height:1.7;color:#433c9e;\">\u843d\u5730\u63d0\u70b9\uff1a\u7528AI\u5199\u6280\u672f\u6587\u6863\uff1f\u53ef\u4ee5\u3002\u4f46\u5fc5\u987b\u5f3a\u5236\u9644\u2018AI\u751f\u6210\u6bb5\u843d+\u539f\u59cb\u6570\u636e\u622a\u56fe+\u4eba\u5de5\u6821\u9a8c\u7b7e\u540d\u2019\u4e09\u4ef6\u5957\uff0c\u5426\u5219\u5c31\u662f\u57cb\u96f7\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">The Decoder \u00b7 <a href=\"https:\/\/the-decoder.com\/ai-could-make-scientists-do-more-work-less-well-not-less-work-better-study-argues\/\" 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. Waymo\u5b9a\u5236\u82af\u7247\u9a71\u52a8\u65e0\u4eba\u51fa\u79df\u8f66\uff1a\u4e13\u7528AI\u52a0\u901f\u5668\u63d0\u5347\u5b9e\u65f6\u51b3\u7b56\u541e\u5410\u91cf3\u500d<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/techcrunch.com\/wp-content\/uploads\/2026\/08\/waymo-ojai.jpg?resize=1200,675\" 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 \u65b0\u4e00\u4ee3\u65e0\u4eba\u8f66\u642d\u8f7d\u81ea\u7814AI\u82af\u7247\uff0c\u4e13\u4e3a\u6fc0\u5149\u96f7\u8fbe\u70b9\u4e91\u5904\u7406\u4e0e\u591a\u6a21\u6001\u878d\u5408\u51b3\u7b56\u4f18\u5316\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u76f8\u8f83\u901a\u7528GPU\u65b9\u6848\uff0c\u8be5\u82af\u7247\u5c06\u969c\u788d\u7269\u8bc6\u522b\u5ef6\u8fdf\u4ece120ms\u964d\u81f338ms\uff0c\u8def\u53e3\u51b3\u7b56\u541e\u5410\u91cf\u63d0\u5347300%\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u82af\u7247\u5df2\u91cf\u4ea7\u88c5\u8f66\uff0c\u652f\u6491\u5176\u5728\u65e7\u91d1\u5c71\u3001\u5965\u65af\u6c40\u7b49\u590d\u6742\u57ce\u533a\u7684\u5168\u65e0\u4eba\u9a7e\u9a76\u5546\u4e1a\u5316\u8fd0\u8425\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\u81ea\u52a8\u9a7e\u9a76\u4e0d\u662f\u7eaf\u8f6f\u4ef6\u6545\u4e8b\uff0c\u800c\u662f\u2018\u4e13\u7528\u82af\u7247+\u5782\u76f4\u6a21\u578b+\u771f\u5b9e\u8def\u6d4b\u2019\u7684\u94c1\u4e09\u89d2\u3002Waymo \u7684\u82af\u7247\u9009\u62e9\u900f\u9732\u5173\u952e\u903b\u8f91\uff1a\u5f53AI\u51b3\u7b56\u76f4\u63a5\u5f71\u54cd\u4eba\u8eab\u5b89\u5168\uff0c\u901a\u7528\u7b97\u529b\u7684\u5197\u4f59\u4e0e\u4e0d\u786e\u5b9a\u6027\u5fc5\u987b\u8ba9\u4f4d\u4e8e\u786e\u5b9a\u6027\u4f4e\u5ef6\u8fdf\u3002\u8fd9\u5bf9\u5de5\u4e1a\u8d28\u68c0\u3001\u7535\u529b\u5de1\u68c0\u7b49\u9ad8\u5371\u573a\u666f\u7684AI\u843d\u5730\u6781\u5177\u53c2\u8003\u2014\u2014\u522b\u8ff7\u4fe1\u5927\u6a21\u578b\uff0c\u5148\u4e3a\u4f60\u7684\u6838\u5fc3\u51b3\u7b56\u94fe\u6253\u9020\u4e13\u7528\u52a0\u901f\u5668\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\u5b89\u5168\u6538\u5173\u573a\u666f\u7684AI\u843d\u5730\uff0c\u82af\u7247\u9009\u578b\u6bd4\u6a21\u578b\u9009\u578b\u66f4\u91cd\u8981\u2014\u2014\u4e13\u7528ASIC\u7684\u786e\u5b9a\u6027\uff0c\u8fdc\u80dc\u4e8e\u901a\u7528GPU\u7684\u7075\u6d3b\u6027\u3002<\/p>\n<p style=\"margin:0 0 4px 0;font-size:13px;color:#9aa5b1;\">TechCrunch Transportation \u00b7 <a href=\"https:\/\/techcrunch.com\/2026\/08\/23\/techcrunch-mobility-the-custom-chip-driving-waymos-robotaxi-ambitions\/\" 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. Flock Safety\u906d\u516c\u4f17\u62b5\u5236\uff1aAI\u76d1\u63a7\u7cfb\u7edf\u88ab\u6307\u6ee5\u7528\uff0cCEO\u547c\u5401\u2018\u6280\u672f\u59a5\u534f\u2019\u5e73\u8861\u5b89\u5168\u4e0e\u9690\u79c1<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/techcrunch.com\/wp-content\/uploads\/2026\/08\/flock-camera-pole.jpg?resize=1200,799\" 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;\">\u5b89\u9632\u516c\u53f8Flock Safety\u56e0AI\u6444\u50cf\u5934\u81ea\u52a8\u8bc6\u522b\u8f66\u724c\u3001\u8ffd\u8e2a\u4eba\u5458\u8f68\u8ff9\u5f15\u53d1\u5927\u89c4\u6a21\u9690\u79c1\u4e89\u8bae\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">\u591a\u5730\u5e02\u653f\u53eb\u505c\u91c7\u8d2d\uff0c\u516c\u6c11\u56e2\u4f53\u8d77\u8bc9\u5176\u6570\u636e\u6536\u96c6\u672a\u7ecf\u660e\u786e\u6388\u6743\uff0c\u6d89\u5acc\u8fdd\u53cd\u5dde\u7ea7\u751f\u7269\u4fe1\u606f\u6cd5\uff1b<\/p>\n<p style=\"margin:0 0 8px 0;font-size:16px;line-height:1.75;color:#3f3f3f;\">CEO\u516c\u5f00\u627f\u8ba4\u2018\u6280\u672f\u8dd1\u5f97\u592a\u5feb\u2019\uff0c\u63d0\u51fa\u4e0e\u793e\u533a\u5171\u8bbe\u6570\u636e\u7559\u5b58\u671f\u9650\u3001\u6a21\u7cca\u5316\u975e\u6d89\u4e8b\u4eba\u5458\u5f71\u50cf\u7b49\u59a5\u534f\u65b9\u6848\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\uff1aFlock \u7684\u56f0\u5883\u662fAI\u884c\u4e1a\u5fc5\u7ecf\u9635\u75db\uff1a\u5f53\u6280\u672f\u80fd\u529b\u8fdc\u8d85\u73b0\u6709\u6cbb\u7406\u6846\u67b6\uff0c\u4f01\u4e1a\u4e0d\u80fd\u53ea\u558a\u2018\u6280\u672f\u4e2d\u7acb\u2019\u3002\u5b83\u7684\u2018\u59a5\u534f\u65b9\u6848\u2019\u867d\u88ab\u52a8\uff0c\u5374\u4e3a\u6240\u6709ToG\/ToB AI\u516c\u53f8\u63d0\u4f9b\u4e86\u53ef\u501f\u9274\u8def\u5f84\u2014\u2014\u628a\u9690\u79c1\u8bbe\u8ba1\uff08Privacy by Design\uff09\u524d\u7f6e\u4e3a\u4ea7\u54c1\u6838\u5fc3\u53c2\u6570\uff0c\u800c\u975e\u4e8b\u540e\u516c\u5173\u8865\u6551\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\u5b89\u9632\u3001HR\u3001\u91d1\u878d\u7c7bAI\u4ea7\u54c1\uff1f\u628a\u2018\u6570\u636e\u7559\u5b58\u671f\u2019\u2018\u533f\u540d\u5316\u5f3a\u5ea6\u2019\u2018\u4eba\u5de5\u590d\u6838\u9608\u503c\u2019\u5199\u8fdbPRD\u7b2c\u4e00\u6761\uff0c\u800c\u4e0d\u662f\u85cf\u5728\u5408\u89c4\u6587\u6863\u672b\u5c3e\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\/23\/flock-ceo-calls-for-compromise-as-surveillance-company-faces-growing-backlash\/\" 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-2026-08-23\/\">Munder Difflin\uff1a\u7528AI Agent\u7ec4\u5efa\u865a\u62df\u529e\u516c\u5ba4\uff0c\u514b\u9686\u4f60\u6765\u5904\u7406\u91c7\u2026\uff5cAI\u843d\u5730\u4e0eAgent<\/a><\/li>\n<li style=\"margin:6px 0\"><a href=\"https:\/\/www.idolool.com\/ai\/ai-info-2026-08-22\/\">AWS\u63a8ADOP\uff1a\u7528AI Agent\u628a\u6570\u636e\u5de5\u7a0b\u4ece\u5468\u538b\u7f29\u5230\u5c0f\u65f6\uff5cAI\u843d\u5730\u4e0eAgent<\/a><\/li>\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<\/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\u8fd9\u4e2a\u5de5\u5177\uff0c\u80fd\u5e2e\u4f60\u5224\u65ad\u2014\u2014\u4f60\u7684\u7f51\u7ad9\uff0c\u662f\u4e0d\u662f\u5df2\u7ecf\u51c6\u5907\u597d\u88ab AI Agent \u81ea\u52a8\u8bbf\u95ee\u3001\u8c03\u7528\u3001\u4e0b\u5355\u4e86\uff1f<\/p>\n","protected":false},"author":1,"featured_media":511,"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-512","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\/512","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=512"}],"version-history":[{"count":0,"href":"https:\/\/www.idolool.com\/ai\/wp-json\/wp\/v2\/posts\/512\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.idolool.com\/ai\/wp-json\/wp\/v2\/media\/511"}],"wp:attachment":[{"href":"https:\/\/www.idolool.com\/ai\/wp-json\/wp\/v2\/media?parent=512"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.idolool.com\/ai\/wp-json\/wp\/v2\/categories?post=512"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.idolool.com\/ai\/wp-json\/wp\/v2\/tags?post=512"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}