{"id":26431,"date":"2025-06-17T08:18:34","date_gmt":"2025-06-17T00:18:34","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=26431"},"modified":"2025-06-17T08:18:34","modified_gmt":"2025-06-17T00:18:34","slug":"%e4%b8%ba%e4%bd%95ai%e7%b3%bb%e7%bb%9f%e5%9c%a8%e8%a7%84%e6%a8%a1%e5%8c%96%e9%83%a8%e7%bd%b2%e5%89%8d%e5%bf%85%e9%a1%bb%e6%a4%8d%e5%85%a5%e5%ae%a1%e8%ae%a1%e8%bf%bd%e8%b8%aa%e6%9c%ba%e5%88%b6","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/06\/17\/26431\/","title":{"rendered":"\u4e3a\u4f55AI\u7cfb\u7edf\u5728\u89c4\u6a21\u5316\u90e8\u7f72\u524d\u5fc5\u987b\u690d\u5165\u5ba1\u8ba1\u8ffd\u8e2a\u673a\u5236"},"content":{"rendered":"<div 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Garnier\u5728\u63a5\u53d7\u91c7\u8bbf\u65f6\u8868\u793a\uff0c\u201c\u8981\u771f\u6b63\u505a\u5230\u8fd9\u4e00\u70b9\uff0c\u7406\u89e3\u6211\u62e5\u6709\u6b63\u786e\u7684\u53c2\u8003\u7cfb\u7edf\u6765\u9a8c\u8bc1AI\u89e3\u51b3\u65b9\u6848\u662f\u975e\u5e38\u56f0\u96be\u7684\u3002\u201d<\/p>\n<p>\u4e00\u65e6\u4f01\u4e1a\u8bc6\u522b\u5e76\u5b9a\u4f4d\u4e86\u5176\u6570\u636e\uff0c\u5c31\u9700\u8981\u5efa\u7acb\u6570\u636e\u96c6\u7248\u672c\u63a7\u5236(dataset versioning)\u2014\u2014\u672c\u8d28\u4e0a\u662f\u4e3a\u6570\u636e\u96c6\u5206\u914d\u65f6\u95f4\u6233\u6216\u7248\u672c\u53f7\u2014\u2014\u4ee5\u4f7f\u5b9e\u9a8c\u53ef\u91cd\u590d\uff0c\u5e76\u7406\u89e3\u6a21\u578b\u53d1\u751f\u4e86\u4ec0\u4e48\u53d8\u5316\uff0c\u8fd9\u4e9b\u6570\u636e\u96c6\u548c\u6a21\u578b\u3001\u4efb\u4f55\u4f7f\u7528\u8fd9\u4e9b\u7279\u5b9a\u6a21\u578b\u6216\u4ee3\u7406\u7684\u5e94\u7528\u3001\u6388\u6743\u7528\u6237\u4ee5\u53ca\u57fa\u51c6\u8fd0\u884c\u65f6\u95f4\u6570\u5b57\u90fd\u53ef\u4ee5\u52a0\u8f7d\u5230\u7f16\u6392\u6216\u53ef\u89c2\u5bdf\u6027\u5e73\u53f0\u4e2d\u3002<\/p>\n<p>\u5c31\u50cf\u5728\u9009\u62e9\u57fa\u7840\u6a21\u578b(foundation models)\u8fdb\u884c\u6784\u5efa\u65f6\u4e00\u6837\uff0c\u7f16\u6392\u56e2\u961f\u9700\u8981\u8003\u8651\u900f\u660e\u5ea6\u548c\u5f00\u653e\u6027\u3002\u867d\u7136\u4e00\u4e9b\u95ed\u6e90\u7f16\u6392\u7cfb\u7edf\u5177\u6709\u4f17\u591a\u4f18\u52bf\uff0c\u4f46\u66f4\u591a\u7684\u5f00\u6e90\u5e73\u53f0\u4e5f\u53ef\u80fd\u4e3a\u4f01\u4e1a\u63d0\u4f9b\u6240\u91cd\u89c6\u7684\u597d\u5904\uff0c\u4f8b\u5982\u589e\u52a0\u5bf9\u51b3\u7b56\u7cfb\u7edf\u7684\u53ef\u89c1\u6027\u3002<\/p>\n<p>\u5f00\u6e90\u5e73\u53f0\u5982MLFlow\u3001LangChain\u548cGrafana\u4e3a\u4ee3\u7406\u548c\u6a21\u578b\u63d0\u4f9b\u4e86\u7ec6\u81f4\u4e14\u7075\u6d3b\u7684\u6307\u4ee4\u548c\u76d1\u63a7\u3002\u4f01\u4e1a\u53ef\u4ee5\u9009\u62e9\u901a\u8fc7\u4e00\u4e2a\u5355\u4e00\u7684\u3001\u7aef\u5230\u7aef\u7684\u5e73\u53f0(\u5982DataDog)\u6765\u5f00\u53d1\u5176AI\u6d41\u7a0b\u7ba1\u9053\uff0c\u6216\u5229\u7528AWS\u7684\u5404\u79cd\u4e92\u8fde\u5de5\u5177\u3002<\/p>\n<p>\u4f01\u4e1a\u8003\u8651\u7684\u53e6\u4e00\u4e2a\u65b9\u9762\u662f\u63a5\u5165\u4e00\u4e2a\u7cfb\u7edf\uff0c\u8be5\u7cfb\u7edf\u80fd\u591f\u5c06\u4ee3\u7406\u548c\u5e94\u7528\u54cd\u5e94\u6620\u5c04\u5230\u5408\u89c4\u5de5\u5177\u6216\u8d1f\u8d23\u4efb\u7684AI\u653f\u7b56\u4e0a\u3002AWS\u548cMicrosoft\u90fd\u63d0\u4f9b\u4e86\u8ddf\u8e2aAI\u5de5\u5177\u4ee5\u53ca\u5b83\u4eec\u5982\u4f55\u7d27\u5bc6\u9075\u5b88\u7528\u6237\u8bbe\u5b9a\u7684\u62a4\u680f(guardrails)\u548c\u5176\u4ed6\u653f\u7b56\u7684\u670d\u52a1\u3002<\/p>\n<p>Kiley\u8868\u793a\uff0c\u4f01\u4e1a\u5728\u6784\u5efa\u8fd9\u4e9b\u53ef\u9760\u6d41\u7a0b\u7ba1\u9053\u65f6\u9700\u8981\u8003\u8651\u7684\u4e00\u4e2a\u65b9\u9762\u662f\u9009\u62e9\u4e00\u4e2a\u66f4\u900f\u660e\u7684\u7cfb\u7edf\u3002\u5bf9\u4e8eKiley\u6765\u8bf4\uff0c\u65e0\u6cd5\u770b\u5230AI\u7cfb\u7edf\u5982\u4f55\u5de5\u4f5c\u662f\u4e0d\u53ef\u884c\u7684\u3002<\/p>\n<p>\u201c\u65e0\u8bba\u4f7f\u7528\u6848\u4f8b\u662f\u4ec0\u4e48\uff0c\u751a\u81f3\u65e0\u8bba\u884c\u4e1a\u662f\u4ec0\u4e48\uff0c\u4f60\u90fd\u4f1a\u9047\u5230\u9700\u8981\u7075\u6d3b\u6027\u7684\u60c5\u51b5\uff0c\u800c\u4e00\u4e2a\u5c01\u95ed\u7684\u7cfb\u7edf\u5c06\u65e0\u6cd5\u6ee1\u8db3\u9700\u6c42\u3002\u6709\u4e9b\u63d0\u4f9b\u5546\u62e5\u6709\u5f88\u68d2\u7684\u5de5\u5177\uff0c\u4f46\u5b83\u4eec\u5c31\u50cf\u662f\u4e00\u4e2a\u9ed1\u7bb1\uff0c\u6211\u4e0d\u77e5\u9053\u5b83\u662f\u5982\u4f55\u5f97\u51fa\u8fd9\u4e9b\u51b3\u5b9a\u7684\uff0c\u6211\u4e5f\u6ca1\u6709\u80fd\u529b\u5728\u6211\u53ef\u80fd\u60f3\u8981\u5e72\u9884\u6216\u4ecb\u5165\u7684\u70b9\u4e0a\u8fdb\u884c\u64cd\u4f5c\u3002\u201d\u4ed6\u8bf4\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div 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