{"id":16816,"date":"2026-08-12T11:43:53","date_gmt":"2026-08-12T01:43:53","guid":{"rendered":"https:\/\/geoffreychen.com\/?p=16816"},"modified":"2026-08-12T11:43:53","modified_gmt":"2026-08-12T01:43:53","slug":"when-an-external-ai-service-changes-has-the-organisations-promise-changed","status":"publish","type":"post","link":"https:\/\/geoffreychen.com\/zh\/when-an-external-ai-service-changes-has-the-organisations-promise-changed\/","title":{"rendered":"\u5916\u90e8AI\u670d\u52a1\u6084\u6084\u6539\u53d8\u4ee5\u540e\uff0c\u673a\u6784\u5bf9\u5ba2\u6237\u7684\u627f\u8bfa\u662f\u5426\u4e5f\u6539\u53d8\u4e86\uff1f"},"content":{"rendered":"<\/p>\n<p><em>\u300aAI\u8fdb\u5165\u5de5\u4f5c\u4e4b\u540e\u300b\u00b7 \u7b2c\u4e09\u5b63\u201c\u5f53AI\u5f00\u59cb\u4ee3\u8868\u7ec4\u7ec7\u201d\u00b7 \u7b2c\u5341\u4e00\u7bc7<\/em><\/p>\n<p>\u4e00\u5bb6\u4f01\u4e1a\u5728\u7f51\u7ad9\u4e0a\u627f\u8bfa\uff1aAI\u52a9\u624b\u53ea\u6839\u636e\u7ecf\u8fc7\u6279\u51c6\u7684\u77e5\u8bc6\u5e93\u56de\u7b54\uff0c\u91cd\u8981\u95ee\u9898\u4f1a\u663e\u793a\u6765\u6e90\uff0c\u8d85\u51fa\u8303\u56f4\u65f6\u8f6c\u7ed9\u5458\u5de5\u3002\u7cfb\u7edf\u4e0a\u7ebf\u65f6\u7ecf\u8fc7\u6d4b\u8bd5\uff0c\u8868\u73b0\u7b26\u5408\u8981\u6c42\u3002<\/p>\n<p>\u4e09\u4e2a\u6708\u540e\uff0c\u6a21\u578b\u4f9b\u5e94\u5546\u66f4\u65b0\u4e86\u9ed8\u8ba4\u6a21\u578b\u3002\u68c0\u7d22\u670d\u52a1\u4e5f\u8c03\u6574\u6392\u5e8f\u7b97\u6cd5\uff0c\u5b89\u5168\u8fc7\u6ee4\u5668\u66f4\u6362\u7248\u672c\uff0c\u63a5\u53e3\u628a\u6700\u957f\u4e0a\u4e0b\u6587\u7f29\u77ed\u3002\u4f01\u4e1a\u6ca1\u6709\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801\uff0c\u4ea7\u54c1\u540d\u79f0\u548c\u7f51\u9875\u8bf4\u660e\u90fd\u6ca1\u6709\u53d8\u5316\uff0c\u4f46\u5ba2\u6237\u5f00\u59cb\u770b\u5230\u66f4\u80af\u5b9a\u7684\u56de\u7b54\u3001\u66f4\u5c11\u7684\u5f15\u7528\uff0c\u4ee5\u53ca\u90e8\u5206\u957f\u6587\u6863\u88ab\u9057\u6f0f\u3002<\/p>\n<p>\u4ece\u4f9b\u5e94\u5546\u89d2\u5ea6\u770b\uff0c\u8fd9\u53ef\u80fd\u53ea\u662f\u6301\u7eed\u6539\u8fdb\uff1b\u4ece\u4f01\u4e1a\u89d2\u5ea6\u770b\uff0c\u670d\u52a1\u884c\u4e3a\u5df2\u7ecf\u504f\u79bb\u539f\u5148\u5bf9\u5ba2\u6237\u7684\u627f\u8bfa\u3002<\/p>\n<p>\u673a\u6784\u4e0d\u80fd\u628a\u201c\u6211\u4eec\u6ca1\u6709\u6539\u7cfb\u7edf\u201d\u5f53\u4f5c\u6ca1\u6709\u53d8\u5316\u3002\u53ea\u8981\u5916\u90e8\u7ec4\u4ef6\u80fd\u591f\u6539\u53d8\u5ba2\u6237\u5f97\u5230\u7684\u7b54\u6848\uff0c\u4f9b\u5e94\u5546\u53d8\u5316\u5c31\u662f\u673a\u6784\u4ea7\u54c1\u53d8\u5316\uff0c\u9700\u8981\u88ab\u53d1\u73b0\u3001\u8bc4\u4f30\u5e76\u5728\u5fc5\u8981\u65f6\u91cd\u65b0\u6388\u6743\u3002<\/p>\n<h2>\u5ba2\u6237\u8d2d\u4e70\u7684\u662f\u7a33\u5b9a\u7684\u670d\u52a1\u8fb9\u754c\uff0c\u4e0d\u662f\u4e00\u4e2a\u6a21\u578b\u540d\u79f0<\/h2>\n<p>\u5ba2\u6237\u901a\u5e38\u4e0d\u77e5\u9053\u4e5f\u4e0d\u9700\u8981\u77e5\u9053\u5e95\u5c42\u6a21\u578b\u7248\u672c\u3002\u4ed6\u4f9d\u8d56\u7684\u662f\u4f01\u4e1a\u5bf9\u7ed3\u679c\u4f5c\u51fa\u7684\u627f\u8bfa\uff1a\u8d44\u6599\u8303\u56f4\u3001\u670d\u52a1\u7528\u9014\u3001\u54cd\u5e94\u65f6\u95f4\u3001\u9690\u79c1\u5904\u7406\u3001\u4eba\u5de5\u5347\u7ea7\u548c\u9519\u8bef\u8865\u6551\u3002<\/p>\n<p>\u4f9b\u5e94\u5546\u53ef\u80fd\u53ea\u627f\u8bfaAPI\u53ef\u7528\u7387\uff0c\u5374\u4e0d\u4fdd\u8bc1\u56de\u7b54\u98ce\u683c\u3001\u5f15\u7528\u9891\u7387\u3001\u62d2\u7edd\u8fb9\u754c\u6216\u540c\u4e00\u8f93\u5165\u957f\u671f\u5f97\u5230\u76f8\u4f3c\u7ed3\u679c\u3002\u4f01\u4e1a\u82e5\u628a\u6280\u672f\u670d\u52a1\u7ea7\u522b\u534f\u8bae\u76f4\u63a5\u5f53\u6210\u5ba2\u6237\u670d\u52a1\u4fdd\u8bc1\uff0c\u5c31\u4f1a\u7559\u4e0b\u7a7a\u767d\uff1a\u57fa\u7840\u8bbe\u65bd\u201c\u6b63\u5e38\u201d\uff0c\u5ba2\u6237\u4f53\u9a8c\u5374\u5df2\u7ecf\u5b9e\u8d28\u53d8\u5316\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u7ec4\u7ec7\u5e94\u628a\u627f\u8bfa\u62c6\u6210\u53ef\u89c2\u5bdf\u6307\u6807\u3002\u4f8b\u5982\uff1a\u56de\u7b54\u5fc5\u987b\u6765\u81ea\u6307\u5b9a\u8d44\u6599\uff1b\u6ca1\u6709\u652f\u6301\u65f6\u5e94\u660e\u786e\u505c\u6b62\uff1b\u91cd\u8981\u4e8b\u5b9e\u663e\u793a\u53ef\u70b9\u51fb\u6765\u6e90\uff1b\u7279\u5b9a\u4e3b\u9898\u5fc5\u987b\u8f6c\u4eba\u5de5\uff1b\u4e0d\u5f97\u8c03\u7528\u672a\u6279\u51c6\u5de5\u5177\u3002\u8fd9\u4e9b\u6307\u6807\u624d\u80fd\u5728\u5916\u90e8\u7ec4\u4ef6\u53d8\u5316\u540e\u91cd\u65b0\u6d4b\u8bd5\u3002<\/p>\n<h2>\u4e00\u4e2aAI\u5de5\u4f5c\u6d41\u53ef\u80fd\u5728\u4e03\u4e2a\u5730\u65b9\u53d8\u5316<\/h2>\n<p>\u5373\u4f7f\u5185\u90e8\u4ee3\u7801\u4e0d\u52a8\uff0c\u884c\u4e3a\u4ecd\u53ef\u80fd\u7531\u4ee5\u4e0b\u7ec4\u4ef6\u6539\u53d8\uff1a<\/p>\n<ol>\n<li><strong>\u57fa\u7840\u6a21\u578b<\/strong>\uff1a\u80fd\u529b\u3001\u62d2\u7edd\u3001\u8bed\u8a00\u98ce\u683c\u548c\u4e0a\u4e0b\u6587\u5904\u7406\uff1b<\/li>\n<li><strong>\u7cfb\u7edf\u6307\u4ee4<\/strong>\uff1a\u4f9b\u5e94\u5546\u9ed8\u8ba4\u63d0\u793a\u6216\u5b89\u5168\u7b56\u7565\uff1b<\/li>\n<li><strong>\u77e5\u8bc6\u68c0\u7d22<\/strong>\uff1a\u5207\u5206\u3001\u7d22\u5f15\u3001\u6392\u5e8f\u548c\u8fd4\u56de\u6570\u91cf\uff1b<\/li>\n<li><strong>\u5b89\u5168\u8fc7\u6ee4<\/strong>\uff1a\u8f93\u5165\u8f93\u51fa\u963b\u6b62\u548c\u5206\u7c7b\u9608\u503c\uff1b<\/li>\n<li><strong>\u5de5\u5177\u63a5\u53e3<\/strong>\uff1a\u53c2\u6570\u3001\u6743\u9650\u3001\u8d85\u65f6\u548c\u9519\u8bef\u5904\u7406\uff1b<\/li>\n<li><strong>\u6570\u636e\u4e0e\u57fa\u7840\u8bbe\u65bd<\/strong>\uff1a\u533a\u57df\u3001\u4fdd\u7559\u3001\u65e5\u5fd7\u548c\u5206\u5305\u5546\uff1b<\/li>\n<li><strong>\u7528\u6237\u754c\u9762<\/strong>\uff1a\u5f15\u7528\u3001\u8b66\u544a\u3001\u4eba\u5de5\u8f6c\u63a5\u548c\u5386\u53f2\u8bb0\u5f55\u5c55\u793a\u3002<\/li>\n<\/ol>\n<p>\u7248\u672c\u767b\u8bb0\u5982\u679c\u53ea\u4fdd\u5b58\u6a21\u578b\u540d\u79f0\uff0c\u5c31\u65e0\u6cd5\u91cd\u5efa\u5ba2\u6237\u5f53\u65f6\u4f7f\u7528\u7684\u670d\u52a1\u3002\u5b8c\u6574\u7248\u672c\u5e94\u8bb0\u5f55\u8fd9\u4e03\u7c7b\u7ec4\u4ef6\u7684\u6807\u8bc6\u3001\u914d\u7f6e\u548c\u751f\u6548\u65f6\u95f4\uff0c\u4ee5\u53ca\u4f9b\u5e94\u5546\u65e0\u6cd5\u63d0\u4f9b\u7684\u672a\u77e5\u90e8\u5206\u3002<\/p>\n<p>\u82f1\u56fd\u56fd\u5bb6\u7f51\u7edc\u5b89\u5168\u4e2d\u5fc3\u5173\u4e8e\u5b89\u5168\u8fd0\u884c\u4e0e\u7ef4\u62a4\u7684\u6307\u5357\u8981\u6c42\u76d1\u6d4b\u7cfb\u7edf\u884c\u4e3a\u3001\u7ba1\u7406\u66f4\u65b0\u3001\u8bb0\u5f55\u65e5\u5fd7\u5e76\u89c4\u5212\u4e8b\u4ef6\u54cd\u5e94\u3002<a href=\"https:\/\/www.ncsc.gov.uk\/collection\/guidelines-secure-ai-system-development\/guidelines\/secure-operation-maintenance\" target=\"_blank\" rel=\"noopener\">\u82f1\u56fd\u56fd\u5bb6\u7f51\u7edc\u5b89\u5168\u4e2d\u5fc3\uff1a\u300aSecure operation and maintenance\u300b<\/a> \u5bf9\u4f9d\u8d56\u5916\u90e8AI\u7684\u4f01\u4e1a\uff0c\u8fd9\u610f\u5473\u7740\u76d1\u6d4b\u4e0d\u80fd\u6b62\u4e8e\u81ea\u5df1\u7684\u90e8\u7f72\u8bb0\u5f55\uff0c\u4e5f\u8981\u5173\u6ce8\u4f9b\u5e94\u94fe\u53d8\u5316\u3002<\/p>\n<h2>\u5408\u540c\u4e2d\u7684\u201c\u53ef\u4ee5\u968f\u65f6\u66f4\u65b0\u201d\u4e0d\u80fd\u66ff\u4ee3\u673a\u6784\u5224\u65ad<\/h2>\n<p>\u4e91\u670d\u52a1\u9700\u8981\u8fed\u4ee3\uff0c\u4f01\u4e1a\u4e5f\u4e0d\u53ef\u80fd\u8981\u6c42\u6240\u6709\u6a21\u578b\u6c38\u8fdc\u51bb\u7ed3\u3002\u4f46\u91c7\u8d2d\u5408\u540c\u548c\u6280\u672f\u5b89\u6392\u81f3\u5c11\u5e94\u5904\u7406\uff1a<\/p>\n<ul>\n<li>\u54ea\u4e9b\u53d8\u5316\u5fc5\u987b\u63d0\u524d\u901a\u77e5\uff1b<\/li>\n<li>\u662f\u5426\u53ef\u4ee5\u56fa\u5b9a\u7248\u672c\u6216\u5ef6\u8fdf\u8fc1\u79fb\uff1b<\/li>\n<li>\u65e7\u7248\u672c\u652f\u6301\u548c\u7d27\u6025\u56de\u9000\u65f6\u95f4\uff1b<\/li>\n<li>\u6570\u636e\u4f7f\u7528\u3001\u4fdd\u7559\u3001\u533a\u57df\u4e0e\u5206\u5305\u5546\u53d8\u5316\uff1b<\/li>\n<li>\u65e5\u5fd7\u3001\u8bc4\u6d4b\u548c\u4e8b\u6545\u4fe1\u606f\u53ef\u83b7\u5f97\u7a0b\u5ea6\uff1b<\/li>\n<li>\u91cd\u5927\u53d8\u5316\u540e\u4f9b\u5e94\u5546\u63d0\u4f9b\u4ec0\u4e48\u9a8c\u8bc1\u6750\u6599\uff1b<\/li>\n<li>\u7ec8\u6b62\u670d\u52a1\u65f6\u6570\u636e\u548c\u914d\u7f6e\u5982\u4f55\u5bfc\u51fa\u3002<\/li>\n<\/ul>\n<p>\u201c\u4f9b\u5e94\u5546\u4fdd\u7559\u968f\u65f6\u4fee\u6539\u670d\u52a1\u7684\u6743\u5229\u201d\u53ef\u80fd\u662f\u6807\u51c6\u6761\u6b3e\uff0c\u5374\u4e0d\u7b49\u4e8e\u4f01\u4e1a\u53ef\u4ee5\u5728\u9ad8\u540e\u679c\u7528\u4f8b\u4e2d\u88ab\u52a8\u63a5\u53d7\u6bcf\u6b21\u4fee\u6539\u3002\u82e5\u4f9b\u5e94\u5546\u4e0d\u80fd\u63d0\u4f9b\u8db3\u591f\u53ef\u89c1\u6027\u3001\u7248\u672c\u63a7\u5236\u6216\u56de\u9000\u80fd\u529b\uff0c\u7ec4\u7ec7\u5fc5\u987b\u7f29\u5c0f\u7528\u9014\u3001\u589e\u52a0\u81ea\u5df1\u7684\u63a7\u5236\uff0c\u6216\u9009\u62e9\u4e0d\u540c\u670d\u52a1\u3002<\/p>\n<p>ISO\/IEC 42001\u628a\u4f9b\u5e94\u5546\u3001\u98ce\u9669\u3001\u53d8\u66f4\u3001\u7ee9\u6548\u8bc4\u4f30\u548c\u6301\u7eed\u6539\u8fdb\u7eb3\u5165AI\u7ba1\u7406\u4f53\u7cfb\u3002<a href=\"https:\/\/www.iso.org\/standard\/42001\" target=\"_blank\" rel=\"noopener\">ISO\uff1a\u300aISO\/IEC 42001\u2014Artificial intelligence management systems\u300b<\/a> \u91c7\u8d2dAI\u4e0d\u662f\u4e70\u5b8c\u4e00\u4e2a\u7ec4\u4ef6\uff0c\u800c\u662f\u957f\u671f\u7ba1\u7406\u4e00\u4e2a\u4f1a\u53d8\u5316\u7684\u4f9d\u8d56\u5173\u7cfb\u3002<\/p>\n<h2>\u4e0d\u8981\u7b49\u5f85\u4f9b\u5e94\u5546\u901a\u77e5\uff0c\u4e3b\u52a8\u68c0\u6d4b\u884c\u4e3a\u6f02\u79fb<\/h2>\n<p>\u4f9b\u5e94\u5546\u901a\u77e5\u53ef\u80fd\u4e0d\u5b8c\u6574\uff0c\u6216\u8005\u201c\u975e\u91cd\u5927\u66f4\u65b0\u201d\u5bf9\u7279\u5b9a\u4e1a\u52a1\u6070\u597d\u5f88\u91cd\u5927\u3002\u7ec4\u7ec7\u9700\u8981\u81ea\u5df1\u7684\u56de\u5f52\u8bc4\u6d4b\u3002<\/p>\n<p>\u53ef\u4ee5\u4fdd\u7559\u4e00\u7ec4\u4ee3\u8868\u6027\u4efb\u52a1\uff1a\u5e38\u89c1\u95ee\u9898\u3001\u8fb9\u7f18\u6848\u4f8b\u3001\u65e0\u7b54\u6848\u95ee\u9898\u3001\u654f\u611f\u4e3b\u9898\u3001\u4e0d\u540c\u8bed\u8a00\u3001\u957f\u6587\u6863\u3001\u63d0\u793a\u6ce8\u5165\u548c\u4eba\u5de5\u5347\u7ea7\u3002\u6bcf\u6b21\u5b9a\u671f\u8fd0\u884c\uff0c\u6bd4\u8f83\uff1a<\/p>\n<ul>\n<li>\u4e8b\u5b9e\u6b63\u786e\u4e0e\u6765\u6e90\u652f\u6301\uff1b<\/li>\n<li>\u5f15\u7528\u662f\u5426\u51fa\u73b0\u5e76\u6307\u5411\u6b63\u786e\u7248\u672c\uff1b<\/li>\n<li>\u62d2\u7edd\u548c\u5347\u7ea7\u662f\u5426\u7b26\u5408\u653f\u7b56\uff1b<\/li>\n<li>\u8bed\u6c14\u662f\u5426\u628a\u5efa\u8bae\u5199\u6210\u627f\u8bfa\uff1b<\/li>\n<li>\u4e0d\u540c\u5ba2\u6237\u7fa4\u4f53\u662f\u5426\u53d7\u5230\u4e0d\u540c\u53d8\u5316\uff1b<\/li>\n<li>\u5ef6\u8fdf\u3001\u6210\u672c\u548c\u5931\u8d25\u6a21\u5f0f\u3002<\/li>\n<\/ul>\n<p>\u8bc4\u6d4b\u4e0d\u8981\u6c42\u6bcf\u6b21\u9010\u5b57\u76f8\u540c\u3002\u751f\u6210\u7cfb\u7edf\u4f1a\u53d8\u5316\uff0c\u771f\u6b63\u9700\u8981\u7a33\u5b9a\u7684\u662f\u5236\u5ea6\u8fb9\u754c\u3002\u7b54\u6848\u53ef\u4ee5\u66f4\u81ea\u7136\uff0c\u4f46\u4e0d\u80fd\u6084\u6084\u83b7\u5f97\u6279\u51c6\u9000\u6b3e\u7684\u6743\u9650\uff1b\u68c0\u7d22\u53ef\u4ee5\u66f4\u5feb\uff0c\u4f46\u4e0d\u80fd\u5f00\u59cb\u4f7f\u7528\u672a\u6279\u51c6\u8d44\u6599\u3002<\/p>\n<p>NIST AI\u98ce\u9669\u7ba1\u7406\u6846\u67b6\u5f3a\u8c03\u6301\u7eed\u6d4b\u91cf\u3001\u76d1\u6d4b\u548c\u98ce\u9669\u54cd\u5e94\uff0c\u800c\u4e0d\u662f\u53ea\u5728\u4e0a\u7ebf\u524d\u8bc4\u4f30\u3002<a href=\"https:\/\/airc.nist.gov\/airmf-resources\/airmf\/5-sec-core\/\" target=\"_blank\" rel=\"noopener\">NIST AI Resource Center\uff1a\u300aAI RMF Core\u300b<\/a> \u4f9b\u5e94\u5546\u6f02\u79fb\u8bf4\u660e\u201c\u901a\u8fc7\u4e00\u6b21\u6d4b\u8bd5\u201d\u4e0d\u80fd\u6c38\u4e45\u6388\u6743\u4e00\u4e2a\u5916\u90e8\u7ec4\u4ef6\u3002<\/p>\n<h2>\u6309\u5ba2\u6237\u627f\u8bfa\uff0c\u800c\u4e0d\u662f\u4f9b\u5e94\u5546\u7248\u672c\u53f7\uff0c\u7ed9\u53d8\u5316\u5206\u7ea7<\/h2>\n<p>\u7ec4\u7ec7\u53ef\u4ee5\u628a\u53d8\u5316\u5206\u6210\u4e09\u7c7b\u3002<\/p>\n<p><strong>\u64cd\u4f5c\u6027\u53d8\u5316<\/strong>\u4e0d\u6539\u53d8\u627f\u8bfa\uff0c\u4f8b\u5982\u6027\u80fd\u4f18\u5316\u4e14\u884c\u4e3a\u6d4b\u8bd5\u4fdd\u6301\u7a33\u5b9a\u3002\u53ef\u4ee5\u8bb0\u5f55\u540e\u7ee7\u7eed\u8fd0\u884c\u3002<\/p>\n<p><strong>\u91cd\u8981\u53d8\u5316<\/strong>\u5f71\u54cd\u51c6\u786e\u3001\u5f15\u7528\u3001\u62d2\u7edd\u3001\u6210\u672c\u6216\u5ba2\u6237\u8def\u5f84\uff0c\u4f46\u4ecd\u5728\u6279\u51c6\u7528\u9014\u5185\u3002\u9700\u8981\u56de\u5f52\u6d4b\u8bd5\u3001\u4e1a\u52a1\u6240\u6709\u8005\u786e\u8ba4\uff0c\u53ef\u80fd\u9700\u8981\u66f4\u65b0\u8bf4\u660e\u3002<\/p>\n<p><strong>\u5b9e\u8d28\u53d8\u5316<\/strong>\u6539\u53d8\u8d44\u6599\u7528\u9014\u3001\u6743\u9650\u3001\u5ba2\u6237\u5f85\u9047\u3001\u4eba\u5de5\u5347\u7ea7\u3001\u5b89\u5168\u6216\u6cd5\u5f8b\u98ce\u9669\u3002\u5b83\u5e94\u88ab\u89c6\u4e3a\u65b0\u90e8\u7f72\uff0c\u91cd\u65b0\u5f00\u5c55\u5f71\u54cd\u8bc4\u4f30\u548c\u6279\u51c6\uff0c\u5728\u5b8c\u6210\u524d\u9650\u5236\u6216\u6682\u505c\u4f7f\u7528\u3002<\/p>\n<p>\u5206\u7c7b\u4e0d\u80fd\u7531\u4f9b\u5e94\u5546\u5355\u65b9\u9762\u51b3\u5b9a\u3002\u201c\u5c0f\u7248\u672c\u66f4\u65b0\u201d\u53ef\u80fd\u4f7f\u67d0\u4e00\u884c\u4e1a\u672f\u8bed\u7406\u89e3\u9000\u5316\uff1b\u201c\u65b0\u529f\u80fd\u201d\u53ef\u80fd\u9ed8\u8ba4\u5f00\u542f\u5916\u90e8\u5de5\u5177\u3002\u4e1a\u52a1\u5f71\u54cd\u662f\u673a\u6784\u81ea\u5df1\u7684\u5224\u65ad\u3002<\/p>\n<h2>\u53d8\u5316\u53d1\u751f\u540e\uff0c\u65e7\u7ed3\u679c\u662f\u5426\u9700\u8981\u91cd\u65b0\u68c0\u67e5\uff1f<\/h2>\n<p>\u4f9b\u5e94\u5546\u66f4\u65b0\u4e0d\u4ec5\u5f71\u54cd\u672a\u6765\u56de\u7b54\u3002\u5982\u679c\u65b0\u7248\u672c\u63ed\u793a\u65e7\u6a21\u578b\u5b58\u5728\u7cfb\u7edf\u6027\u9519\u8bef\uff0c\u7ec4\u7ec7\u8fd8\u8981\u5224\u65ad\u8fc7\u53bb\u54ea\u4e9b\u5ba2\u6237\u7ed3\u679c\u53ef\u80fd\u53d7\u5f71\u54cd\u3002\u53cd\u4e4b\uff0c\u5982\u679c\u65b0\u7248\u672c\u672c\u8eab\u4ea7\u751f\u9519\u8bef\uff0c\u9700\u8981\u627e\u51fa\u4ece\u751f\u6548\u5230\u505c\u6b62\u671f\u95f4\u7684\u6240\u6709\u76f8\u5173\u8f93\u51fa\u3002<\/p>\n<p>\u8fd9\u8981\u6c42\u5c06\u5ba2\u6237\u7ed3\u679c\u4e0e\u5b8c\u6574\u5de5\u4f5c\u6d41\u7248\u672c\u8fde\u63a5\u3002\u6ca1\u6709\u7248\u672c\u8840\u7f18\uff0c\u7ec4\u7ec7\u53ea\u80fd\u77e5\u9053\u201c\u67d0\u5929\u4f7f\u7528\u8fc7\u4f9b\u5e94\u5546\u670d\u52a1\u201d\uff0c\u4e0d\u80fd\u8bc6\u522b\u54ea\u4e9b\u56de\u7b54\u7531\u54ea\u4e2a\u914d\u7f6e\u4ea7\u751f\u3002<\/p>\n<p>\u91cd\u65b0\u68c0\u67e5\u5e94\u6309\u540e\u679c\u6392\u5e8f\uff1a\u5185\u90e8\u8349\u7a3f\u53ef\u4ee5\u4e0d\u56de\u6eaf\uff1b\u5df2\u7ecf\u51b3\u5b9a\u4ef7\u683c\u3001\u8d44\u683c\u3001\u6295\u8bc9\u6216\u5b89\u5168\u884c\u52a8\u7684\u8f93\u51fa\u9700\u8981\u66f4\u4e25\u683c\u8bc4\u4f30\u3002\u53d1\u73b0\u53d7\u5f71\u54cd\u8005\u540e\uff0c\u5e94\u6309\u7167\u7b2c\u5341\u7bc7\u6240\u8ba8\u8bba\u7684\u64a4\u56de\u548c\u8865\u6551\u65b9\u5f0f\u5904\u7406\uff0c\u800c\u4e0d\u662f\u53ea\u6062\u590d\u65e7\u6a21\u578b\u3002<\/p>\n<h2>\u5ba2\u6237\u9700\u8981\u77e5\u9053\u7684\u662f\u670d\u52a1\u8fb9\u754c\u53d8\u5316\uff0c\u800c\u4e0d\u662f\u6bcf\u6b21\u6280\u672f\u66f4\u65b0<\/h2>\n<p>\u628a\u6240\u6709\u4f9b\u5e94\u5546\u53d1\u5e03\u8bf4\u660e\u8f6c\u53d1\u7ed9\u5ba2\u6237\u6ca1\u6709\u5e2e\u52a9\u3002\u5ba2\u6237\u9700\u8981\u77e5\u9053\u4f1a\u6539\u53d8\u5176\u9009\u62e9\u548c\u4fe1\u8d56\u7684\u53d8\u5316\uff0c\u4f8b\u5982\uff1a\u8d44\u6599\u4f7f\u7528\u65b9\u5f0f\u6539\u53d8\u3001\u56de\u7b54\u4e0d\u518d\u542b\u5f15\u7528\u3001\u4eba\u5de5\u652f\u6301\u51cf\u5c11\u3001\u7cfb\u7edf\u5f00\u59cb\u4f5c\u51fa\u65b0\u7c7b\u578b\u51b3\u5b9a\uff0c\u6216\u539f\u6709\u7ed3\u679c\u9700\u8981\u590d\u6838\u3002<\/p>\n<p>\u901a\u77e5\u5e94\u8bf4\u660e\u4f55\u65f6\u751f\u6548\u3001\u5f71\u54cd\u4ec0\u4e48\u3001\u5ba2\u6237\u662f\u5426\u9700\u8981\u91c7\u53d6\u884c\u52a8\uff0c\u4ee5\u53ca\u600e\u6837\u63d0\u51fa\u95ee\u9898\u3002\u4f01\u4e1a\u4e0d\u80fd\u5728\u9690\u79c1\u653f\u7b56\u6216\u670d\u52a1\u6761\u6b3e\u4e2d\u6084\u6084\u66f4\u65b0\u4e00\u884c\uff0c\u7136\u540e\u5047\u5b9a\u5ba2\u6237\u7406\u89e3\u5b9e\u9645\u670d\u52a1\u5df2\u7ecf\u4e0d\u540c\u3002<\/p>\n<p>\u53e6\u4e00\u65b9\u9762\uff0c\u7ec6\u5c0f\u6027\u80fd\u66f4\u65b0\u65e0\u9700\u5236\u9020\u901a\u77e5\u75b2\u52b3\u3002\u5173\u952e\u662f\u5efa\u7acb\u6e05\u695a\u95e8\u69db\uff0c\u5e76\u7531\u4e1a\u52a1\u3001\u98ce\u9669\u548c\u5ba2\u6237\u8d23\u4efb\u5171\u540c\u5224\u65ad\uff0c\u800c\u4e0d\u662f\u53ea\u7531\u6280\u672f\u56e2\u961f\u770b\u63a5\u53e3\u662f\u5426\u4ecd\u80fd\u8c03\u7528\u3002<\/p>\n<p>\u6fb3\u5927\u5229\u4e9aAI\u4f26\u7406\u539f\u5219\u4e2d\u7684\u900f\u660e\u5ea6\u3001\u53ef\u9760\u6027\u4e0e\u5b89\u5168\u3001\u53ef\u4e89\u8bae\u6027\u548c\u8d23\u4efb\u540c\u6837\u9002\u7528\u4e8e\u670d\u52a1\u53d8\u5316\u3002<a href=\"https:\/\/www.industry.gov.au\/publications\/australias-ai-ethics-principles\" target=\"_blank\" rel=\"noopener\">\u6fb3\u5927\u5229\u4e9a\u5de5\u4e1a\u3001\u79d1\u5b66\u4e0e\u8d44\u6e90\u90e8\uff1a\u300aAustralia\u2019s AI Ethics Principles\u300b<\/a> 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href=\"https:\/\/www.ncsc.gov.uk\/collection\/guidelines-secure-ai-system-development\/guidelines\/secure-operation-maintenance\" target=\"_blank\" rel=\"noopener\">\u82f1\u56fd\u56fd\u5bb6\u7f51\u7edc\u5b89\u5168\u4e2d\u5fc3\uff1aSecure operation and maintenance<\/a><\/li>\n<li><a href=\"https:\/\/www.iso.org\/standard\/42001\" target=\"_blank\" rel=\"noopener\">ISO\uff1aISO\/IEC 42001\u2014Artificial intelligence management systems<\/a><\/li>\n<li><a href=\"https:\/\/airc.nist.gov\/airmf-resources\/airmf\/5-sec-core\/\" target=\"_blank\" rel=\"noopener\">NIST AI Resource Center\uff1aAI RMF Core<\/a><\/li>\n<li><a href=\"https:\/\/www.industry.gov.au\/publications\/australias-ai-ethics-principles\" target=\"_blank\" rel=\"noopener\">\u6fb3\u5927\u5229\u4e9a\u5de5\u4e1a\u3001\u79d1\u5b66\u4e0e\u8d44\u6e90\u90e8\uff1aAustralia\u2019s AI Ethics Principles<\/a><\/li>\n<\/ul>\n<p><strong>\u7ee7\u7eed\u9605\u8bfb\uff1a<\/strong><a href=\"https:\/\/geoffreychen.com\/zh\/category\/ai-frontiers\/after-ai-enters-the-workflow\/\">\u6d4f\u89c8\u300aAI\u8fdb\u5165\u5de5\u4f5c\u4e4b\u540e\u300b\u7cfb\u5217\u6587\u7ae0<\/a><\/p>\n<p>","protected":false},"excerpt":{"rendered":"","protected":false},"author":17897162,"featured_media":0,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":true,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_geoff_meta_description_en":"When an external AI provider changes models, filters or interfaces without code changes, organisations must treat it as a change to promised customer outcomes\u2014detect, evaluate and reauthorise.","_geoff_meta_description_zh":"\u5916\u90e8AI\u4f9b\u5e94\u5546\u66f4\u6362\u6a21\u578b\u3001\u68c0\u7d22\u4e0e\u5b89\u5168\u8fc7\u6ee4\u7b49\u5373\u4f7f\u4e0d\u6539\u4ee3\u7801\uff0c\u4e5f\u53ef\u80fd\u6539\u53d8\u5ba2\u6237\u5f97\u5230\u7684\u7b54\u6848\u4e0e\u5f15\u7528\uff1b\u4f01\u4e1a\u5e94\u76d1\u6d4b\u3001\u56de\u5f52\u8bc4\u6d4b\u5e76\u5728\u5fc5\u8981\u65f6\u91cd\u65b0\u6388\u6743\u3002","_wpcom_ai_launchpad_first_post":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[787296333],"tags":[787296336,787296338,787296454,787296453,787296414,787296413,787296455,787296452],"class_list":["post-16816","post","type-post","status-publish","format-standard","hentry","category-after-ai-enters-the-workflow","tag-after-ai-enters-the-workflow","tag-after-ai-enters-the-workflow-zh","tag-service-commitments","tag-vendor-drift","tag-when-ai-starts-acting-for-the-organisation","tag-when-ai-starts-acting-for-the-organisation-zh","tag-service-commitments-zh","tag-vendor-drift-zh",""],"translatepress_titles":{"en_AU":"When 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