{"id":27353,"date":"2025-09-29T07:51:40","date_gmt":"2025-09-28T23:51:40","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=27353"},"modified":"2025-09-29T07:51:40","modified_gmt":"2025-09-28T23:51:40","slug":"%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e7%9a%84%e7%ac%ac%e5%9b%9b%e5%a4%a7%e6%94%af%e6%9f%b1%ef%bc%9aagentic-ai-%e7%9a%84%e5%85%b3%e9%94%ae","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/09\/29\/27353\/","title":{"rendered":"\u53ef\u89c2\u6d4b\u6027\u7684\u7b2c\u56db\u5927\u652f\u67f1\uff1aAgentic AI \u7684\u5173\u952e"},"content":{"rendered":"
\u5982\u679c\u6ca1\u6709\u660e\u786e\u8bc6\u522b\u548c\u7f16\u7801\u8bca\u65ad\u7a0b\u5e8f\uff08\u5305\u62ec\u5176\u524d\u63d0\u6761\u4ef6\u3001\u6210\u672c\u548c\u540e\u679c\uff09\uff0cAI \u5c06\u5f88\u96be[4]\u505a\u51fa\u8fd9\u4e9b\u7ec6\u81f4\u7684\u5224\u65ad\u3002\u5982\u679c\u6211\u4eec\u73b0\u5728\u4e0d\u8bc6\u522b\u8bca\u65ad\u7a0b\u5e8f\uff0c\u968f\u7740\u53ef\u89c2\u6d4b\u6027 2.0 \u5de5\u5177\u548c AI \u9a71\u52a8\u7684\u5de5\u4f5c\u6d41\u7a0b\u7684\u6210\u719f\uff0c\u6211\u4eec\u5c06\u843d\u540e\u4e8e\u4e00\u9879\u5173\u952e\u80fd\u529b\u3002<\/div>\n
\n
\n

\u6587\u7ae0\u8ba8\u8bba\u4e86\u53ef\u89c2\u6d4b\u6027\u4e2d\u88ab\u5ffd\u89c6\u7684\u201c\u8bca\u65ad\u7a0b\u5e8f\u201d\u6982\u5ff5\uff0c\u7c7b\u4f3c\u4e8e\u533b\u5b66\u4e2d\u7684MRI\u7b49\uff0c\u7528\u4e8e\u7cfb\u7edf\u6545\u969c\u8bca\u65ad\u3002\u5f3a\u8c03\u4e86\u5728\u53ef\u89c2\u6d4b\u60272.0\u65f6\u4ee3\uff0c\u4e3a\u4e86\u8ba9AI\u4ee3\u7406\u80fd\u591f\u8fdb\u884c\u4e3b\u52a8\u8bca\u65ad\uff0c\u9700\u8981\u660e\u786e\u8bca\u65ad\u7a0b\u5e8f\u7684\u5b9a\u4e49\u3001\u98ce\u9669\u3001\u6210\u672c\u7b49\uff0c\u5e76\u89c4\u8303\u5176\u6267\u884c\u65b9\u5f0f\uff0c\u4ee5\u4fbfAI\u80fd\u591f\u505a\u51fa\u66f4\u51c6\u786e\u7684\u51b3\u7b56\u3002<\/p>\n

 <\/p><\/blockquote>\n

\u4ece\u53ef\u89c2\u6d4b\u6027 1.0 \u5230 2.0 \u7684\u8f6c\u53d8\u589e\u52a0\u4e86\u5f88\u591a\u4e1c\u897f\uff0c\u4f46\u6211\u8ba4\u4e3a\u6211\u4eec\u5728\u6b64\u8fc7\u7a0b\u4e2d\u5fd8\u8bb0\u4e86\u4e00\u4e9b\u4e1c\u897f\u3002<\/p>\n

\u5feb\u901f\u56de\u987e\u4e00\u4e0b\u53ef\u89c2\u6d4b\u6027 1.0 \u7684\u4e09\u5927\u652f\u67f1\u3002\u4e09\u4e2a\u65e2\u5b9a\u7684\u652f\u67f1\u662f\u00a0\u6307\u6807\u3001\u65e5\u5fd7\u548c\u8ffd\u8e2a[2]<\/sup>\u3002\u6211\u559c\u6b22\u6839\u636e\u6210\u672c\uff08\u5728\u7cfb\u7edf\u76d1\u63a7\u65b9\u9762\uff0cCPU\u3001\u5185\u5b58\u548c\u78c1\u76d8\uff09\u4ee5\u53ca\u4f18\u52bf\u548c\u52a3\u52bf\uff08\u57fa\u6570\u3001\u5206\u8fa8\u7387\u548c\u4fdd\u7559\uff09\u5bf9\u5b83\u4eec\u8fdb\u884c\u5206\u7c7b\u3002<\/p>\n

\u2022\u00a0\u6307\u6807\uff1a<\/strong>\u00a0\u6570\u503c\uff0c\u57fa\u6570\u6709\u9650\uff0c\u5206\u8fa8\u7387\u65e0\u9650\uff0c\u4fdd\u7559\u65f6\u95f4\u5f88\u957f\u3002\u5b83\u4eec\u7684\u7cfb\u7edf\u6210\u672c\u5f88\u4f4e\u3002<\/p>\n

\u2022\u00a0\u65e5\u5fd7\uff1a<\/strong>\u00a0\u65e5\u5fd7\u5177\u6709\u65e0\u9650\u7684\u57fa\u6570\u3001\u6709\u9650\u7684\u5206\u8fa8\u7387\u548c\u6709\u9650\u7684\u4fdd\u7559\u65f6\u95f4\u3002\u7531\u4e8e\u78c1\u76d8\u4f7f\u7528\u91cf\uff0c\u5b83\u4eec\u81f3\u5c11\u6bd4\u6307\u6807\u8d35\u4e00\u4e2a\u6570\u91cf\u7ea7\u3002<\/p>\n

\u2022\u00a0\u8ffd\u8e2a\uff1a<\/strong>\u00a0\u8ffd\u8e2a\u5177\u6709\u9ad8\u57fa\u6570\u3001\u4f4e\u5206\u8fa8\u7387\u3001\u957f\u4fdd\u7559\u65f6\u95f4\u548c\u76f8\u5bf9\u8f83\u9ad8\u7684\u7cfb\u7edf\u9700\u6c42\u3002\u540c\u6837\uff0c\u5b83\u4eec\u81f3\u5c11\u6bd4\u65e5\u5fd7\u8d35\u4e00\u5230\u4e24\u4e2a\u6570\u91cf\u7ea7\u3002<\/p>\n

\u53ef\u89c2\u6d4b\u6027 2.0[3]<\/sup>\u00a0\u5f15\u5165\u4e86\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u4e00\u7b49\u516c\u6c11\u3002\u4e0a\u4e0b\u6587\u662f\u5b9e\u8df5\u8005\u5df2\u7ecf\u5728\u4f7f\u7528\u7684\u4e1c\u897f\u3002\u7136\u800c\uff0c\u5b83\u5b58\u5728\u4e8e\u6b63\u5f0f\u7684\u53ef\u89c2\u6d4b\u6027\u5806\u6808\u4e4b\u5916\uff0c\u5e76\u4e14\u6ca1\u6709\u88ab\u660e\u786e\u547d\u540d\u3002\u5b83\u8fd8\u589e\u52a0\u4e86\u5bbd\u4e8b\u4ef6\u7684\u6982\u5ff5\uff0c\u4e3a\u89c2\u5bdf\u63d0\u4f9b\u4e86\u4e0a\u4e0b\u6587\u3002\u8fd9\u4e24\u8005\u90fd\u6765\u81ea\u4e8e\u89c2\u5bdf\u53ef\u89c2\u6d4b\u6027\u5df2\u7ecf\u62e5\u6709\u7684\u4e1c\u897f\uff0c\u5e76\u8bc6\u522b\u51fa\u7f3a\u5931\u7684\u4e1c\u897f\u3002<\/p>\n

\u540c\u6837\uff0c\u6211\u4eec\u4e00\u76f4\u5728\u4f7f\u7528\u4f46\u6ca1\u6709\u547d\u540d\u7684\u53e6\u4e00\u90e8\u5206\u662f\uff1a\u8bca\u65ad\u7a0b\u5e8f\u3002\u5982\u679c\u6211\u4eec\u73b0\u5728\u4e0d\u8ba4\u8bc6\u5230\u8fd9\u4e00\u70b9\uff0c\u6211\u4eec\u5c31\u6709\u53ef\u80fd\u91cd\u8e48\u8986\u8f99\uff1a\u5c06\u4e00\u9879\u5173\u952e\u80fd\u529b\u6392\u9664\u5728\u53ef\u89c2\u6d4b\u6027\u6a21\u578b\u4e4b\u5916\uff0c\u76f4\u5230\u4e3a\u65f6\u5df2\u665a\u3002\u5982\u679c\u6211\u4eec\u5c06\u5176\u6392\u9664\u5728\u5916\uff0c\u6211\u4eec\u5c06\u6ca1\u6709\u5de5\u5177\u6216\u673a\u5668\u53ef\u7528\u7684\u77e5\u8bc6\uff0c\u5728\u8fc1\u79fb\u5230\u53ef\u89c2\u6d4b\u6027 2.0 \u65f6\uff0c\u81ea\u52a8\u5316\u4ee3\u7406\u6267\u884c\u8fd9\u4e9b\u64cd\u4f5c\u6240\u9700\u7684\u5de5\u5177\u6216\u673a\u5668\u53ef\u7528\u7684\u77e5\u8bc6\u3002<\/p>\n

\u533b\u5b66\u7c7b\u6bd4<\/h2>\n

\u6211\u60f3\u4e3e\u4e00\u4e2a\u533b\u5b66\u7c7b\u6bd4\u3002\u6211\u627f\u8ba4\uff0c\u6211\u770b\u8fc7\u592a\u591a\u201c\u8c6a\u65af\u533b\u751f\u201d\u7684\u5267\u96c6\u3002\u4e3a\u81ea\u5df1\u8fa9\u89e3\u7684\u662f\uff0c\u6211\u4e5f\u89c1\u8fc7\u5f88\u591a\u7cfb\u7edf\u8bca\u65ad\u3002<\/p>\n

\u4e00\u4e2a\u4eba\u6839\u636e\u75c7\u72b6\u88ab\u9001\u8fdb\u533b\u9662\u3002\u5de5\u4f5c\u4eba\u5458\u5c06\u4ed6\u4eec\u8fde\u63a5\u5230\u76d1\u89c6\u5668\uff08\u597d\u5427\uff0c\u8fd9\u662f\u7c7b\u6bd4\u4e2d\u663e\u800c\u6613\u89c1\u7684\u90e8\u5206\uff09\uff0c\u8fdb\u884c\u4e00\u4e9b\u8840\u6db2\u68c0\u67e5\uff0c\u5e76\u901a\u8fc7\u53e3\u5934\u65b9\u5f0f\u8ddf\u8e2a\u4ed6\u4eec\u7684\u72b6\u51b5\u3002\uff08\u5c31\u50cf\u75c5\u4eba\u558a\u9053\uff0c\u201c\u62a4\u58eb\uff0c\u6211\u5934\u75bc\uff01\u201d\uff09<\/p>\n

\u5728\u8fd9\u4e2a\u9636\u6bb5\uff0c\u533b\u751f\u53ef\u80fd\u4f1a\u67e5\u770b\u6240\u6709\u8fd9\u4e9b\u8f93\u5165\uff0c\u7136\u540e\u51b3\u5b9a\uff0c\u201c\u4ed6\u4eec\u53ea\u662f\u8131\u6c34\u4e86\u201d\uff0c\u7136\u540e\u8ba9\u4ed6\u4eec\u56de\u5bb6\u3002\u8fd9\u662f\u4f8b\u884c\u7684\u7b2c\u4e00\u7ebf\u8bca\u65ad\uff0c\u8fd9\u662f\u6211\u4eec\u5728\u201c\u8c6a\u65af\u533b\u751f\u201d\u4e2d\u51e0\u4e4e\u770b\u4e0d\u5230\u7684\u90e8\u5206\u3002<\/p>\n

\u4f46\u662f\uff0c\u5f53\u7b2c\u4e00\u7ebf\u8bca\u65ad\u5931\u8d25\u65f6\uff0c\u53e6\u4e00\u7ec4\u8bca\u65ad\u7a0b\u5e8f\u5c31\u4f1a\u53d1\u6325\u4f5c\u7528\uff1aX \u5c04\u7ebf\u3001MRI\u3001\u5bfc\u7ba1\u63d2\u5165\u672f\u7b49\u7b49\u3002\u8fd9\u4e9b\u8981\u6602\u8d35\u5f97\u591a\uff0c\u5e76\u4e14\u53ef\u80fd\u5bf9\u60a3\u8005\u7684\u5065\u5eb7\u6216\u798f\u7949\u9020\u6210\u771f\u6b63\u7684\u98ce\u9669\u3002\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u5b83\u4eec\u662f\u6839\u636e\u4e34\u5e8a\u5224\u65ad\uff0c\u4ee5\u7279\u522b\u7684\u65b9\u5f0f\u542f\u52a8\u7684\uff0c\u5e76\u4e14\u5177\u6709\u5f88\u5f3a\u7684\u9488\u5bf9\u6027\u3002<\/p>\n

\u5728\u66f4\u590d\u6742\u7684\u60c5\u51b5\u4e0b\uff0c\u60a8\u53ef\u80fd\u4f1a\u542c\u5230\u8bf8\u5982\u201c\u8ba9\u6211\u4eec\u7ed9\u4ed6\u4eec\u65bd\u52a0\u538b\u529b\uff0c\u76f4\u5230\u75c7\u72b6\u53d8\u5f97\u66f4\u5f3a\u70c8\u201d\u6216\u201c\u8ba9\u6211\u4eec\u51b2\u6d17\u4ed6\u4eec\uff0c\u8fd9\u6837\u4ed6\u4eec\u5c31\u4f1a\u518d\u6b21\u766b\u75eb\u53d1\u4f5c\u201d\u4e4b\u7c7b\u7684\u8bdd\u3002\u8fd9\u4e9b\u662f\u6709\u610f\u5e72\u9884\uff0c\u4ee5\u4f7f\u9690\u85cf\u7684\u95ee\u9898\u53ef\u89c1\u3002<\/p>\n

\u8fd9\u91cc\u7684\u5173\u952e\u662f\uff0c\u8bca\u65ad\u7a0b\u5e8f\u662f\u9009\u62e9\u6027\u7684\u3001\u6709\u610f\u7684\uff0c\u5e76\u4e14\u7531\u5176\u4ed6\u6570\u636e\u4ee5\u53ca\u8c03\u67e5\u4eba\u5458\u7684\u7ecf\u9a8c\u548c\u7406\u89e3\u6765\u544a\u77e5\u3002<\/p>\n

\u6620\u5c04\u5230\u53ef\u89c2\u6d4b\u6027<\/h2>\n

\u5728\u8fdb\u4e00\u6b65\u8ba8\u8bba\u4e4b\u524d\uff0c\u8ba9\u6211\u4eec\u660e\u786e\u533b\u5b66\u8bca\u65ad\u5982\u4f55\u6620\u5c04\u5230\u53ef\u89c2\u6d4b\u6027\u8bca\u65ad\u3002<\/p>\n\n\n\n\n<\/colgroup>\n\n\n\n\n\n
\u533b\u5b66<\/strong><\/td>\n\u53ef\u89c2\u6d4b\u6027<\/strong><\/td>\n\u4f18\u70b9\/\u7f3a\u70b9<\/strong><\/td>\n<\/tr>\n
\u751f\u547d\u4f53\u5f81\u76d1\u89c6\u5668<\/td>\n\u76d1\u63a7<\/td>\n\u4f7f\u7528\u6210\u672c\u4f4e\uff0c\u91c7\u6837\u7387\u9ad8\uff0c\u57fa\u6570\u4f4e<\/td>\n<\/tr>\n
\u75c5\u4eba\u56fe\u8868<\/td>\n\u65e5\u5fd7<\/td>\n\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u5728\u8fd9\u91cc\u5199\u4efb\u4f55\u4e1c\u897f\uff0c\u81ea\u7531\u5f62\u5f0f\u548c\u975e\u7ed3\u6784\u5316\uff0c\u4f46\u662f\u53ef\u4ee5\u8bb0\u5f55\u7684\u6570\u91cf\u6709\u9650<\/td>\n<\/tr>\n
\u8840\u6db2\u68c0\u67e5<\/td>\n\u8ffd\u8e2a<\/td>\n\u66f4\u6602\u8d35\uff0c\u63d0\u4f9b\u6df1\u5165\u7684\u89c6\u56fe\uff0c\u60a8\u53ef\u4ee5\u5408\u7406\u8fd0\u884c\u7684\u6570\u91cf\u6709\u9650<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u7136\u540e\u662f\u7b2c\u56db\u5927\u652f\u67f1\uff1a\u8bca\u65ad\u7a0b\u5e8f\uff0c\u5b83\u4eec\u662f\u7528\u4e8e\u7cfb\u7edf\u7684 MRI\u3001\u6d3b\u68c0\u548c\u5bfc\u7ba1\u63d2\u5165\u672f\u3002\u8fd9\u4e9b\u662f\u7f55\u89c1\u7684\u3001\u6709\u9488\u5bf9\u6027\u7684\u3001\u6709\u65f6\u662f\u5371\u9669\u7684\u64cd\u4f5c\uff0c\u5f53\u6211\u4eec\u53d1\u73b0\u6240\u6709\u5176\u4ed6\u65b9\u6cd5\u90fd\u65e0\u6cd5\u89e3\u91ca\u75c7\u72b6\u65f6\uff0c\u6211\u4eec\u4f1a\u6267\u884c\u8fd9\u4e9b\u64cd\u4f5c\u3002<\/p>\n

\u7cfb\u7edf\u4e2d\u7684\u8bca\u65ad\u7a0b\u5e8f<\/h2>\n

\u5bf9\u4e8e\u8f6f\u4ef6\u7cfb\u7edf\uff0c\u8bca\u65ad\u662f\u6709\u9488\u5bf9\u6027\u7684\u3001\u901a\u5e38\u662f\u6602\u8d35\u7684\u3001\u4e34\u65f6\u7684\u64cd\u4f5c\uff0c\u7528\u4e8e\u4e86\u89e3\u5185\u90e8\u7cfb\u7edf\u884c\u4e3a\u3002\u8ba9\u6211\u4eec\u7a0d\u5fae\u89e3\u91ca\u4e00\u4e0b\u3002<\/p>\n

\u9996\u5148\uff0c\u4e34\u65f6\u548c\u6709\u610f\u7684\u3002\u53d1\u8d77\u8005\u5728\u7cfb\u7edf\u5916\u90e8\uff0c\u901a\u5e38\u662f\u5bf9\u75c7\u72b6\u6216\u610f\u5916\u884c\u4e3a\u505a\u51fa\u54cd\u5e94\u3002\u5173\u952e\u662f\uff0c\u51b3\u5b9a\u89e6\u53d1\u5b83\u662f\u2026\u2026\u7531\u4eba\u6216\u7531\u81ea\u52a8\u5316\u7cfb\u7edf\u505a\u51fa\u3002<\/p>\n

\u5176\u6b21\uff0c\u6709\u9488\u5bf9\u6027\u3002\u6211\u4eec\u6267\u884c\u8be5\u7a0b\u5e8f\u662f\u4e3a\u4e86\u56de\u7b54\u4e00\u4e2a\u7279\u5b9a\u7684\u95ee\u9898\u6216\u9a8c\u8bc1\u4e00\u4e2a\u5047\u8bbe\u3002\u5173\u952e\u662f\u5b83\u7cbe\u786e\u4e14\u4e13\u6ce8\uff08\u4e0e\u5e7f\u6cdb\u4e14\u8fde\u7eed\u7684\u6307\u6807\u6216\u65e5\u5fd7\u4e0d\u540c\uff09\u3002<\/p>\n

\u6700\u540e\uff0c\u6210\u672c\u3002\u8fd9\u5305\u62ec\u7cfb\u7edf\u8d44\u6e90\uff0c\u5982 CPU\u3001\u5185\u5b58\u3001\u7f51\u7edc\u548c\u78c1\u76d8\uff0c\u4ee5\u53ca\u4efb\u4f55\u5916\u90e8\u8d44\u6e90\uff08\u5982\u5de5\u7a0b\u5e08\u5c06\u63a2\u9488\u7269\u7406\u8fde\u63a5\u5230\u7f51\u5361\uff09\u3002\u6210\u672c\u8fd8\u5305\u62ec\u98ce\u9669\uff1a\u5bf9\u7cfb\u7edf\u7684\u6f5c\u5728\u5f71\u54cd\u4ee5\u53ca\u98ce\u9669\u5b9e\u73b0\u65f6\u7684\u60e9\u7f5a\u3002<\/p>\n

\u4ee5\u4e0b\u662f\u8bca\u65ad\u7a0b\u5e8f\u7684\u4e00\u4e9b\u771f\u5b9e\u793a\u4f8b\uff1a<\/p>\n

\u2022 \u5c06\u65e5\u5fd7\u7ea7\u522b\u8bbe\u7f6e\u4e3a DEBUG<\/p>\n

\u2022 \u751f\u6210\u6838\u5fc3\u8f6c\u50a8<\/p>\n

\u2022 \u91cd\u7f6e\u673a\u5668<\/p>\n

\u2022 \u8fde\u63a5\u8c03\u8bd5\u5668<\/p>\n

\u2022 \u8fd0\u884c\u7f51\u7edc\u6570\u636e\u5305\u8bca\u65ad<\/p>\n

\u4efb\u4f55\u7167\u987e\u8fc7\u82e6\u82e6\u6323\u624e\u7684\u7cfb\u7edf\u7684\u4eba\u53ef\u80fd\u90fd\u80fd\u7406\u89e3\u3002\u60a8\u6709\u7406\u7531\u8fd9\u6837\u505a\uff0c\u5e76\u4e14\u60a8\u77e5\u9053\u8fd9\u4f1a\u5e26\u6765\u98ce\u9669\uff0c\u5c24\u5176\u662f\u5728\u7cfb\u7edf\u5df2\u7ecf\u663e\u793a\u51fa\u6027\u80fd\u4e0b\u964d\u7684\u60c5\u51b5\u4e0b\u3002\u4ece\u6210\u672c\u548c\u98ce\u9669\u7684\u89d2\u5ea6\u7406\u89e3\u66f4\u5e7f\u6cdb\u7684\u80cc\u666f\u662f\u5173\u952e\u3002\u5728\u6d4b\u8bd5\u73af\u5883\u4e2d\u5c06\u8c03\u8bd5\u5668\u8fde\u63a5\u5230\u4e3b\u673a\u4ee5\u89e3\u51b3\u5df2\u77e5\u95ee\u9898\u53ef\u80fd\u4f1a\u8ba9\u60a8\u83b7\u5f97\u52a0\u85aa\uff1b\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u6267\u884c\u76f8\u540c\u7684\u64cd\u4f5c\u53ef\u80fd\u4f1a\u8ba9\u60a8\u88ab\u89e3\u96c7\u3002<\/p>\n

\u8bca\u65ad\u7a0b\u5e8f\u901a\u5e38\uff1a<\/p>\n

\u2022 \u54cd\u5e94\u89c2\u5bdf\u7ed3\u679c\u800c\u89e6\u53d1\u3002<\/p>\n

\u2022 \u4e13\u6ce8\u4e8e\u7279\u5b9a\u7684\u5047\u8bbe\u3002<\/p>\n

\u2022 \u53ef\u80fd\u5bf9\u7cfb\u7edf\u7a33\u5b9a\u6027\u9020\u6210\u5e72\u6270\u3002<\/p>\n

\u2022 \u5728\u8bbe\u8ba1\u4e0a\u662f\u975e\u8fde\u7eed\u7684\u3002<\/p>\n

\u770b\u770b\u7ef4\u57fa\u767e\u79d1\u5bf9\u53ef\u89c2\u6d4b\u6027\u7684\u5b9a\u4e49\uff1a\u201c\u53ef\u89c2\u6d4b\u6027\u662f\u6536\u96c6\u6709\u5173\u7a0b\u5e8f\u6267\u884c\u3001\u6a21\u5757\u5185\u90e8\u72b6\u6001\u4ee5\u53ca\u7ec4\u4ef6\u4e4b\u95f4\u901a\u4fe1\u7684\u6570\u636e\u7684\u80fd\u529b\u3002\u201d\u8fd9\u6b63\u662f\u8fd9\u4e9b\u8bca\u65ad\u7a0b\u5e8f\u6240\u505a\u7684\u3002<\/p>\n

\u5b83\u4eec\u4e00\u76f4\u90fd\u5728\u8fd9\u91cc\u3002\u5b83\u4eec\u662f\u53ef\u89c2\u6d4b\u6027\u7684\u4e00\u4e2a\u91cd\u8981\u65b9\u9762\uff0c\u4f46\u5728\u5b9a\u4e49\u539f\u59cb\u652f\u67f1\u65f6\uff0c\u5b83\u4eec\u5374\u88ab\u5ffd\u89c6\u548c\u672a\u547d\u540d\u3002\u5c31\u50cf\u53ef\u89c2\u6d4b\u6027 1.0 \u4e2d\u7684\u4e0a\u4e0b\u6587\u4e00\u6837\uff0c\u5b83\u4eec\u4e00\u76f4\u662f\u8c03\u67e5\u4eba\u5458\u5de5\u5177\u5305\u7684\u4e00\u90e8\u5206\uff0c\u4f46\u4e0d\u662f\u91cd\u70b9\u3002<\/p>\n

\u4e3a\u4ec0\u4e48\u8bca\u65ad\u7a0b\u5e8f\u73b0\u5728\u5982\u6b64\u91cd\u8981<\/h2>\n

\u53ef\u89c2\u6d4b\u6027 2.0 \u5982\u6b64\u53d7\u4eba\u5173\u6ce8\u662f\u6709\u539f\u56e0\u7684\u3002\u5b83\u4ee5\u201cA\u201d\u5f00\u5934\uff0c\u4ee5\u201cI\u201d\u7ed3\u5c3e\u3002<\/p>\n

\u4e00\u65e6\u60a8\u5c1d\u8bd5\u6559 AI \u4ee3\u7406\u7406\u89e3\u60a8\u7684\u53ef\u89c2\u6d4b\u6027\u5806\u6808\uff0c\u60a8\u5c31\u4f1a\u610f\u8bc6\u5230\u4e0a\u4e0b\u6587\u5f88\u96be\u3002\u5bf9\u4eba\u7c7b\u6765\u8bf4\u4e5f\u5f88\u96be\u3002\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u6211\u4eec\u6709\u719f\u7ec3\u7684\u5de5\u7a0b\u5e08\u52aa\u529b\u8bca\u65ad\u6709\u6545\u969c\u7684\u7cfb\u7edf\u3002\u4f46\u6211\u4eec\u4e5f\u770b\u5230\uff0c\u5bf9\u4eba\u7c7b\u6765\u8bf4\u5f88\u81ea\u7136\u7684\u4e00\u4e9b\u4efb\u52a1\u5bf9 AI \u6765\u8bf4\u8981\u56f0\u96be\u5f97\u591a\u3002<\/p>\n

\u5728\u53ef\u89c2\u6d4b\u6027 2.0 \u4e2d\uff0c\u6211\u4eec\u7684\u76ee\u6807\u662f\u4e3a\u4e8b\u4ef6\u63d0\u4f9b\u4e0a\u4e0b\u6587\u3002\u5bf9\u4e8e\u4eba\u7c7b\u6765\u8bf4\uff0c\u4e0a\u4e0b\u6587\u5b58\u5728\u4e8e\u6211\u4eec\u7684\u5934\u8111\u4e2d\uff08\u548c\u6211\u4eec\u7684\u7b14\u8bb0\u672c\u4e2d\uff09\u3002\u8fd9\u79cd\u8f6c\u53d8\u53ef\u80fd\u4f1a\u5bf9\u7b2c\u4e00\u7ebf\u652f\u6301\u6709\u6240\u5e2e\u52a9\uff0c\u8fd9\u76f8\u5f53\u4e8e\u6025\u8bca\u5ba4\u62a4\u58eb\u7684\u53ef\u89c2\u6d4b\u6027\u3002\u4f46\u5f88\u5feb\u6211\u4eec\u5c31\u4f1a\u9047\u5230\u4e0b\u4e00\u4e2a\u969c\u788d\uff1a\u8fd9\u8fd8\u4e0d\u591f\u3002<\/p>\n

\u5982\u679c\u6211\u4eec\u5e0c\u671b AI \u4e0d\u4ec5\u4ec5\u8fdb\u884c\u5206\u8bca\uff0c\u8fd8\u80fd\u8fdb\u884c\u4e3b\u52a8\u8bca\u65ad\uff0c\u6211\u4eec\u9700\u8981\u5c06\u65b9\u5411\u76d8\u4ea4\u7ed9\u5b83\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u5730\u56fe\u3002\u8fd9\u610f\u5473\u7740\u4ee5\u673a\u5668\u53ef\u4ee5\u7406\u89e3\u7684\u65b9\u5f0f\u6355\u83b7\u8bca\u65ad\u7a0b\u5e8f\uff0c\u5305\u62ec\u5b83\u4eec\u7684\u4e0a\u4e0b\u6587\u3001\u6210\u672c\u548c\u98ce\u9669\u3002\u5c31\u50cf\u5bbd\u4e8b\u4ef6\u4e00\u6837\uff0cAI \u9700\u8981\u66f4\u5e7f\u6cdb\u7684\u4e0a\u4e0b\u6587\u624d\u80fd\u505a\u51fa\u6709\u610f\u4e49\u7684\u51b3\u7b56\u3002\u5b83\u9700\u8981\u5bf9\u7cfb\u7edf\u53ca\u5176\u64cd\u4f5c\u7684\u53ef\u80fd\u7ed3\u679c\u6709\u66f4\u5e7f\u6cdb\u7684\u7406\u89e3\u3002<\/p>\n

\u5206\u5e03\u5f0f\u6570\u636e\u5e93\u793a\u4f8b<\/h2>\n

\u4ee5\u5206\u5e03\u5f0f\u6570\u636e\u5e93\u4e2d\u5178\u578b\u7684\u9ad8\u53ef\u7528\u6027\u8bbe\u7f6e\u4e3a\u4f8b\uff1a\u590d\u5236\u56e0\u5b50\u4e3a 3\u3002\u6bcf\u6761\u6570\u636e\u90fd\u5b58\u50a8\u5728\u4e09\u4e2a\u8282\u70b9\u4e0a\uff0c\u5141\u8bb8\u7cfb\u7edf\u5728\u4e00\u4e2a\u8282\u70b9\u51fa\u73b0\u6545\u969c\u65f6\u7ee7\u7eed\u6b63\u5e38\u8fd0\u884c\u3002<\/p>\n

\u73b0\u5728\u60f3\u8c61\u4e00\u4e0b\uff0c\u96c6\u7fa4\u6b63\u5728\u906d\u53d7\u7a81\u53d1\u7684\u9ad8\u5ef6\u8fdf\u3002<\/p>\n

\u2022\u00a0\u573a\u666f 1\uff1a<\/strong>\u00a0\u7cfb\u7edf\u8fc7\u8f7d\u3002\u6b63\u786e\u7684\u505a\u6cd5\u53ef\u80fd\u662f\u51cf\u5c11\u4e0d\u5fc5\u8981\u7684\u540e\u53f0\u4efb\u52a1\u6216\u6dfb\u52a0\u66f4\u591a\u8ba1\u7b97\u8d44\u6e90\u3002<\/p>\n

\u2022\u00a0\u573a\u666f 2\uff1a<\/strong>\u00a0\u4e00\u53f0\u673a\u5668\u4e0a\u7684\u6545\u969c\u78c1\u76d8\u6b63\u5728\u51cf\u6162\u64cd\u4f5c\u901f\u5ea6\u3002<\/p>\n

\u53d1\u73b0\u4e00\u4e2a\u8282\u70b9\u843d\u540e\u4e8e\u5176\u4ed6\u8282\u70b9\uff0c\u4eba\u5de5\u64cd\u4f5c\u5458\u53ef\u80fd\u4f1a\u51b3\u5b9a\u91cd\u65b0\u542f\u52a8\u8be5\u8282\u70b9\uff0c\u751a\u81f3\u5c06\u5176\u4ece\u670d\u52a1\u4e2d\u5220\u9664\uff0c\u56e0\u4e3a\u77e5\u9053\u5176\u4f59\u8282\u70b9\u53ef\u4ee5\u5904\u7406\u8d1f\u8f7d\u3002\u540c\u4e00\u4e2a\u4eba\u8fd8\u4f1a\u68c0\u67e5\u5168\u5c40\u4e8b\u4ef6\uff0c\u4f8b\u5982\u6b63\u5728\u8fdb\u884c\u7684\u5347\u7ea7\uff0c\u4ee5\u786e\u5b9a\u6b64\u64cd\u4f5c\u662f\u5426\u5b89\u5168\u3002<\/p>\n

\u867d\u7136\u5728\u8fd9\u79cd\u8bbe\u7f6e\u4e2d\u4e22\u5931\u4e00\u4e2a\u8282\u70b9\u662f\u53ef\u4ee5\u7684\uff0c\u4f46\u4e22\u5931\u4e24\u4e2a\u8282\u70b9\u4f1a\u7834\u574f\u53ef\u7528\u6027\u3002\u505a\u51fa\u8fd9\u79cd\u5224\u65ad\u9700\u8981\u5e7f\u6cdb\u7684\u80cc\u666f\uff1a\u4e86\u89e3\u5f53\u524d\u7684\u5de5\u4f5c\u8d1f\u8f7d\u3001\u5197\u4f59\u3001\u6700\u8fd1\u7684\u66f4\u6539\u548c\u6545\u969c\u98ce\u9669\u3002<\/p>\n

\u5bf9\u4e8e AI \u4ee3\u7406\uff0c\u57fa\u4e8e\u7406\u89e3\u66f4\u5e7f\u6cdb\u7684\u80cc\u666f\u505a\u51fa\u6b63\u786e\u7684\u51b3\u5b9a\u53ef\u80fd\u610f\u5473\u7740\uff1a<\/p>\n

\u2022 \u901a\u8fc7\u667a\u80fd\u5730\u5220\u9664\u4e0d\u7a33\u5b9a\u7684\u8282\u70b9\u6765\u4fdd\u5b58\u7cfb\u7edf\uff0c\u4ee5\u53ca<\/p>\n

\u2022 \u5c06\u5176\u4ece\u9ad8\u5ef6\u8fdf\u53d8\u4e3a\u5b8c\u5168\u505c\u673a<\/p>\n

Agentic AI \u9700\u8981\u4ec0\u4e48<\/h2>\n

\u5982\u679c\u6ca1\u6709\u660e\u786e\u8bc6\u522b\u548c\u7f16\u7801\u8bca\u65ad\u7a0b\u5e8f\uff08\u5305\u62ec\u5176\u524d\u63d0\u6761\u4ef6\u3001\u6210\u672c\u548c\u540e\u679c\uff09\uff0cAI \u5c06\u5f88\u96be[4]<\/sup>\u505a\u51fa\u8fd9\u4e9b\u7ec6\u81f4\u7684\u5224\u65ad\u3002<\/p>\n

\u5982\u679c\u6211\u4eec\u73b0\u5728\u4e0d\u8bc6\u522b\u8bca\u65ad\u7a0b\u5e8f\uff0c\u968f\u7740\u53ef\u89c2\u6d4b\u6027 2.0 \u5de5\u5177\u548c AI \u9a71\u52a8\u7684\u5de5\u4f5c\u6d41\u7a0b\u7684\u6210\u719f\uff0c\u6211\u4eec\u5c06\u843d\u540e\u4e8e\u4e00\u9879\u5173\u952e\u80fd\u529b\u3002<\/p>\n

\u4e0a\u4e0b\u6587\u5728\u53ef\u89c2\u6d4b\u6027 1.0 \u7684\u6b63\u5f0f\u652f\u67f1\u4e2d\u7f3a\u5931\u3002\u5de5\u5177\u548c\u64cd\u4f5c\u5458\u5e76\u975e\u65e8\u5728\u6355\u83b7\u6216\u4f7f\u7528\u5b83\u3002\u5bf9\u4e8e AI \u4ee3\u7406\u6765\u8bf4\uff0c\u81ea\u884c\u751f\u6210\u4e0a\u4e0b\u6587\u662f\u4e00\u9879\u7279\u522b\u8270\u5de8\u7684\u4efb\u52a1\u3002<\/p>\n

\u540c\u6837\u7684\u98ce\u9669\u4e5f\u9002\u7528\u4e8e\u4eca\u5929\u7684\u8bca\u65ad\u7a0b\u5e8f\u3002\u4eba\u7c7b\u5c06\u7ee7\u7eed\u51fa\u4e8e\u4e60\u60ef\u548c\u7ecf\u9a8c\u6267\u884c\u8fd9\u4e9b\u64cd\u4f5c\uff0c\u4f46 AI \u4ee3\u7406\u548c\u81ea\u52a8\u5316\u7cfb\u7edf\u5c06\u6ca1\u6709\u6302\u94a9\u3001\u4fdd\u969c\u63aa\u65bd\u6216\u7406\u89e3\u6765\u6709\u6548\u5730\u4f7f\u7528\u5b83\u4eec\u3002\u5982\u679c\u6211\u4eec\u5e0c\u671b\u4e0b\u4e00\u4ee3\u53ef\u89c2\u6d4b\u6027\u771f\u6b63\u4e0e\u6211\u4eec\u6700\u597d\u7684\u5de5\u7a0b\u5e08\u6240\u80fd\u505a\u7684\u4e8b\u60c5\u76f8\u5339\u914d\uff0c\u6211\u4eec\u9700\u8981\u7acb\u5373\u5c06\u8bca\u65ad\u7a0b\u5e8f\u516c\u5f00\u5316\uff1a\u547d\u540d\u5b83\u4eec\u3001\u5efa\u6a21\u5b83\u4eec\u5e76\u4e3a\u5b83\u4eec\u8bbe\u8ba1\u3002<\/p>\n

\u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u4e00\u79cd\u7edf\u4e00\u7684\u65b9\u6cd5\u6765\u63cf\u8ff0\u5b83\u4eec\uff0c\u6355\u83b7\u98ce\u9669\u3001\u6301\u7eed\u65f6\u95f4\u3001\u6210\u672c\u3001\u53ef\u80fd\u7684\u5f71\u54cd\u3001\u670d\u52a1\u7ea7\u522b\u534f\u8bae (SLA) \u8003\u8651\u56e0\u7d20\u3001\u53ef\u9006\u6027\u548c\u5f71\u54cd\u6807\u51c6\u7b49\u5c5e\u6027\u3002\uff08\u4f8b\u5982\uff0c\u8bf7\u53c2\u9605\u6b64\u5047\u8bbe\u7684\u8bca\u65ad\u7a0b\u5e8f\u5b9a\u4e49[5]<\/sup>\u3002\uff09<\/p>\n

\u8fd9\u79cd\u65b9\u6cd5\u7684\u7f8e\u5999\u4e4b\u5904\u5728\u4e8e\uff0c\u4e00\u65e6\u6211\u4eec\u4ee5\u8fd9\u79cd\u7ed3\u6784\u5316\u7684\u65b9\u5f0f\u89c4\u8303\u8bca\u65ad\u7a0b\u5e8f\uff0c\u6211\u4eec\u81ea\u7136\u4f1a\u5f00\u59cb\u91cd\u65b0\u601d\u8003\u5b83\u4eec\u3002\u901a\u8fc7\u4f7f\u8fd9\u4e9b\u98ce\u9669\u56e0\u7d20\u663e\u5f0f\u5316\uff0c\u800c\u4e0d\u662f\u4ec5\u4ec5\u4f9d\u9760\u76f4\u89c9\uff0c\u6211\u4eec\u53ef\u4ee5\u964d\u4f4e\u652f\u6301\u5de5\u7a0b\u5e08\u4eca\u5929\u5df2\u7ecf\u5728\u505a\u7684\u4e8b\u60c5\u7684\u5371\u9669\uff0c\u5e76\u4f7f\u5176\u5bf9 AI \u4ee3\u7406\u660e\u5929\u505a\u540c\u6837\u7684\u4e8b\u60c5\u66f4\u5b89\u5168\u3002<\/p>\n

\u5176\u6b21\uff0c\u6211\u4eec\u5c06\u9700\u8981\u4e00\u79cd\u7edf\u4e00\u548c\u89c4\u8303\u7684\u65b9\u5f0f\u6765\u8fd0\u884c\u8fd9\u4e9b\u7a0b\u5e8f\u3002\u4f8b\u5982\uff0cAI \u4ee3\u7406\u53ef\u80fd\u4f1a\u9009\u62e9\u901a\u8fc7\u4ece\u8bca\u65ad\u7a0b\u5e8f\u5e93\u4e2d\u9009\u62e9\u201c\u5168\u9762\u8868\u9762\u626b\u63cf\u201d\u6765\u9a8c\u8bc1\u6709\u5173\u6545\u969c\u78c1\u76d8\u7684\u5047\u8bbe\u3002\u5b83\u4f1a\u627f\u8ba4\u5bf9\u7cfb\u7edf\u7684\u6f5c\u5728\u5f71\u54cd\uff0c\u786e\u5b9a\u5b83\u4e0d\u4f1a\u8fdd\u53cd SLA \u627f\u8bfa\uff0c\u5e76\u4f7f\u7528 SLA \u6807\u51c6\u7684\u89c4\u8303\u5316\u89c4\u8303\u6765\u6267\u884c\u5b83\uff1a\u5b9a\u4e49\u4ec0\u4e48\u662f\u670d\u52a1\u4e2d\u65ad\u4e0e\u670d\u52a1\u964d\u7ea7\uff0c\u4e2d\u65ad\u591a\u957f\u65f6\u95f4\u662f\u53ef\u4ee5\u63a5\u53d7\u7684\uff0c\u5728\u4ec0\u4e48\u6761\u4ef6\u4e0b\u505c\u6b62\u4ee5\u53ca\u5141\u8bb8\u8be5\u8fc7\u7a0b\u6d88\u8017\u591a\u5c11\u7cfb\u7edf\u8d44\u6e90\u3002<\/p>\n

\u5f15\u7528\u94fe\u63a5<\/h4>\n

[1]<\/code>\u00a0Observability\u2019s Overlooked Fourth Pillar: Key for Agentic AI:\u00a0https:\/\/thenewstack.io\/observabilitys-overlooked-fourth-pillar-key-for-agentic-ai\/<\/p>\n

[2]<\/code>\u00a0\u6307\u6807\u3001\u65e5\u5fd7\u548c\u8ffd\u8e2a:\u00a0https:\/\/thenewstack.io\/observability-working-with-metrics-logs-and-traces\/<\/code><\/p>\n

[3]<\/code>\u00a0\u53ef\u89c2\u6d4b\u6027 2.0:\u00a0https:\/\/thenewstack.io\/beyond-monitoring-how-observability-2-0-is-revolutionizing-developer-experience\/<\/p>\n

[4]<\/code>\u00a0AI \u5c06\u5f88\u96be:\u00a0https:\/\/thenewstack.io\/why-ai-demands-a-new-approach-to-observability\/<\/p>\n

[5]<\/code>\u00a0\u5047\u8bbe\u7684\u8bca\u65ad\u7a0b\u5e8f\u5b9a\u4e49:\u00a0https:\/\/gist.github.com\/amnonh\/42b889f9f53648714565afe938c11bdb<\/p>\n

\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n

<\/div>\n

<\/g><\/svg><\/i> \"Loading\"<\/p>\n

<\/div>\n","protected":false},"excerpt":{"rendered":"

\u5982\u679c\u6ca1\u6709\u660e\u786e\u8bc6\u522b\u548c\u7f16\u7801\u8bca\u65ad\u7a0b\u5e8f\uff08\u5305\u62ec\u5176\u524d\u63d0\u6761\u4ef6\u3001\u6210\u672c\u548c\u540e\u679c\uff09\uff0cAI \u5c06\u5f88\u96be[4]\u505a\u51fa\u8fd9\u4e9b\u7ec6\u81f4\u7684\u5224\u65ad\u3002\u5982\u679c\u6211\u4eec\u73b0 […]<\/p>\n

<\/div>\n

<\/g><\/svg><\/i> \"Loading\"<\/p>\n

<\/div>\n","protected":false},"author":56,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23,20,80],"tags":[1884],"class_list":["post-27353","post","type-post","status-publish","format-standard","hentry","category-23","category-20","category-80","tag-agentic-ai-"],"_links":{"self":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/27353","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/users\/56"}],"replies":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/comments?post=27353"}],"version-history":[{"count":1,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/27353\/revisions"}],"predecessor-version":[{"id":27354,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/27353\/revisions\/27354"}],"wp:attachment":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media?parent=27353"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/categories?post=27353"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/tags?post=27353"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}