{"id":16789,"date":"2026-08-12T00:00:24","date_gmt":"2026-08-11T14:00:24","guid":{"rendered":"https:\/\/geoffreychen.com\/how-to-audit-ai-work-at-organisational-scale\/"},"modified":"2026-08-12T00:00:24","modified_gmt":"2026-08-11T14:00:24","slug":"how-to-audit-ai-work-at-organisational-scale","status":"publish","type":"post","link":"https:\/\/geoffreychen.com\/zh\/how-to-audit-ai-work-at-organisational-scale\/","title":{"rendered":"AI\u4ea7\u51fa\u592a\u591a\u65e0\u6cd5\u9010\u9879\u68c0\u67e5\uff0c\u7ec4\u7ec7\u5e94\u8be5\u600e\u6837\u5ba1\u8ba1\uff1f"},"content":{"rendered":"<\/p>\n<p><em>\u300aAI\u8fdb\u5165\u5de5\u4f5c\u4e4b\u540e\u300b\u00b7 \u7b2c\u4e8c\u5b63\u201c\u4ece\u4e2a\u4eba\u5de5\u5177\u5230\u7ec4\u7ec7\u80fd\u529b\u201d\u00b7 \u7b2c\u5341\u7bc7<\/em><\/p>\n<p>\u4e00\u4e2a\u90e8\u95e8\u6bcf\u5929\u751f\u6210\u6570\u5343\u4efdAI\u6458\u8981\u3001\u5206\u7c7b\u548c\u5efa\u8bae\u3002\u7ba1\u7406\u8005\u77e5\u9053\u4e0d\u80fd\u5b8c\u5168\u4fe1\u4efb\uff0c\u4f46\u4e5f\u4e0d\u53ef\u80fd\u9010\u9879\u9605\u8bfb\u3002\u4e8e\u662f\u4ed6\u4eec\u62bd\u67e5\u767e\u5206\u4e4b\u4e00\u3002\u8fde\u7eed\u51e0\u5468\u6ca1\u6709\u53d1\u73b0\u4e25\u91cd\u95ee\u9898\uff0c\u7cfb\u7edf\u88ab\u8ba4\u4e3a\u201c\u5df2\u7ecf\u53d7\u5230\u4eba\u5de5\u76d1\u7763\u201d\u3002<\/p>\n<p>\u540e\u6765\uff0c\u4e00\u7c7b\u5c11\u89c1\u5ba2\u6237\u6301\u7eed\u88ab\u9519\u8bef\u5206\u7c7b\u3002\u56e0\u4e3a\u8fd9\u7c7b\u6848\u4ef6\u53ea\u5360\u603b\u91cf\u5f88\u5c0f\uff0c\u968f\u673a\u62bd\u6837\u5f88\u5c11\u9009\u4e2d\uff1b\u53d7\u5230\u5f71\u54cd\u7684\u4eba\u5374\u51e0\u4e4e\u6bcf\u6b21\u90fd\u9047\u5230\u540c\u6837\u9519\u8bef\u3002<\/p>\n<p>\u5ba1\u8ba1\u4e0d\u80fd\u53ea\u662f\u4ece\u5927\u91cf\u8f93\u51fa\u4e2d\u968f\u4fbf\u770b\u51e0\u4efd\u3002\u5b83\u5fc5\u987b\u6839\u636e\u98ce\u9669\u3001\u7fa4\u4f53\u3001\u5931\u8d25\u65b9\u5f0f\u548c\u53d8\u66f4\u6765\u8bbe\u8ba1\uff0c\u8bc1\u660e\u7ec4\u7ec7\u80fd\u591f\u53d1\u73b0\u91cd\u8981\u95ee\u9898\uff0c\u800c\u4e0d\u53ea\u662f\u53d1\u73b0\u5e38\u89c1\u95ee\u9898\u3002<\/p>\n<h2>\u9010\u9879\u68c0\u67e5\u65e2\u4e0d\u53ef\u80fd\uff0c\u4e5f\u4e0d\u4e00\u5b9a\u6709\u6548<\/h2>\n<p>\u4eba\u5de5\u9605\u8bfb\u6240\u6709\u4ea7\u7269\u4f1a\u4f7fAI\u5e26\u6765\u7684\u89c4\u6a21\u4f18\u52bf\u6d88\u5931\uff0c\u800c\u4e14\u4eba\u5728\u5927\u91cf\u91cd\u590d\u5ba1\u6838\u4e2d\u5bb9\u6613\u75b2\u52b3\u548c\u673a\u68b0\u6279\u51c6\u3002\u6709\u6548\u5ba1\u8ba1\u4e0d\u662f\u589e\u52a0\u4e00\u4e2a\u65e0\u9650\u5927\u7684\u590d\u6838\u961f\u4f0d\uff0c\u800c\u662f\u628a\u4e0d\u540c\u63a7\u5236\u653e\u5728\u4e0d\u540c\u4f4d\u7f6e\u3002<\/p>\n<p>\u786e\u5b9a\u6027\u683c\u5f0f\u3001\u5fc5\u586b\u5b57\u6bb5\u3001\u6570\u503c\u8303\u56f4\u548c\u6743\u9650\u53ef\u4ee5\u81ea\u52a8\u68c0\u67e5\uff1b\u9ad8\u540e\u679c\u51b3\u5b9a\u5728\u91c7\u7528\u524d\u7531\u5408\u683c\u4eba\u5458\u590d\u6838\uff1b\u4f4e\u98ce\u9669\u3001\u9ad8\u5bb9\u91cf\u5de5\u4f5c\u7528\u5206\u5c42\u62bd\u6837\uff1b\u6295\u8bc9\u3001\u5f02\u5e38\u548c\u7cfb\u7edf\u53d8\u5316\u89e6\u53d1\u4e13\u9879\u68c0\u67e5\u3002<\/p>\n<p>\u5ba1\u8ba1\u5bf9\u8c61\u4e5f\u4e0d\u662f\u6587\u5b57\u672c\u8eab\uff0c\u800c\u662f\u5b8c\u6574\u8fc7\u7a0b\uff1a\u8f93\u5165\u6765\u81ea\u54ea\u91cc\uff0c\u4f7f\u7528\u4e86\u54ea\u4e2a\u914d\u7f6e\uff0c\u8c03\u7528\u4e86\u4ec0\u4e48\u5de5\u5177\uff0c\u8c01\u6279\u51c6\uff0c\u7ed3\u679c\u4ea7\u751f\u4e86\u4ec0\u4e48\u540e\u679c\u3002<\/p>\n<h2>\u98ce\u9669\u5206\u5c42\u51b3\u5b9a\u5ba1\u8ba1\u5f3a\u5ea6<\/h2>\n<p>\u7ec4\u7ec7\u5e94\u5148\u628a\u7528\u4f8b\u6309\u540e\u679c\u3001\u53ef\u9006\u6027\u3001\u9519\u8bef\u53ef\u89c1\u6027\u548c\u5f71\u54cd\u4eba\u6570\u5206\u7c7b\u3002<\/p>\n<p>\u4f4e\u98ce\u9669\u5185\u90e8\u8349\u7a3f\u53ef\u4ee5\u4e3b\u8981\u4f9d\u9760\u81ea\u52a8\u68c0\u67e5\u548c\u5b9a\u671f\u62bd\u6837\u3002\u5bf9\u5ba2\u6237\u6b63\u5f0f\u6c9f\u901a\u3001\u8d44\u91d1\u3001\u5c31\u4e1a\u6216\u6743\u5229\u6709\u5f71\u54cd\u7684\u8f93\u51fa\uff0c\u9700\u8981\u66f4\u9ad8\u8986\u76d6\u7387\u3001\u4e13\u4e1a\u590d\u6838\u548c\u7533\u8bc9\u8bb0\u5f55\u3002\u4e0d\u53ef\u9006\u6216\u5b89\u5168\u5173\u952e\u884c\u52a8\u4e0d\u80fd\u7528\u4e8b\u540e\u62bd\u6837\u4ee3\u66ff\u4e8b\u524d\u63a7\u5236\u3002<\/p>\n<p>NIST AI RMF\u8981\u6c42\u6309\u7ec4\u7ec7\u98ce\u9669\u5bb9\u5fcd\u5ea6\u51b3\u5b9a\u6240\u9700\u98ce\u9669\u7ba1\u7406\u6d3b\u52a8\uff0c\u5e76\u628a\u6cbb\u7406\u3001\u6d4b\u91cf\u3001\u76d1\u63a7\u548c\u53cd\u9988\u8d2f\u7a7f\u751f\u547d\u5468\u671f\u3002<a href=\"https:\/\/airc.nist.gov\/airmf-resources\/airmf\/5-sec-core\/\" target=\"_blank\" rel=\"noopener\">NIST AI RMF Core<\/a><\/p>\n<p>\u5ba1\u8ba1\u8d44\u6e90\u6709\u9650\u65f6\uff0c\u5e94\u9996\u5148\u8986\u76d6\u540e\u679c\u6700\u4e25\u91cd\u800c\u4e0d\u662f\u6570\u91cf\u6700\u591a\u7684\u4efb\u52a1\u3002<\/p>\n<h2>\u968f\u673a\u62bd\u6837\u5fc5\u987b\u4e0e\u5b9a\u5411\u62bd\u6837\u7ed3\u5408<\/h2>\n<p>\u968f\u673a\u6837\u672c\u80fd\u4f30\u8ba1\u6574\u4f53\u9519\u8bef\uff0c\u5374\u5bb9\u6613\u9519\u8fc7\u5c0f\u7fa4\u4f53\u548c\u7f55\u89c1\u5931\u8d25\u3002\u7ec4\u7ec7\u8fd8\u9700\u8981\u5206\u5c42\u6837\u672c\uff1a\u6309\u4efb\u52a1\u7c7b\u578b\u3001\u8bed\u8a00\u3001\u5730\u533a\u3001\u7528\u6237\u7fa4\u3001\u91d1\u989d\u3001\u6a21\u578b\u7f6e\u4fe1\u6761\u4ef6\u548c\u4eba\u5de5\u4fee\u6539\u7a0b\u5ea6\u5206\u522b\u62bd\u53d6\u3002<\/p>\n<p>\u8fd8\u8981\u6709\u201c\u5931\u8d25\u5bfc\u5411\u201d\u6837\u672c\uff1a\u6295\u8bc9\u3001\u63a8\u7ffb\u51b3\u5b9a\u3001\u91cd\u590d\u751f\u6210\u3001\u5de5\u5177\u8d85\u65f6\u3001\u6743\u9650\u62d2\u7edd\u3001\u5f02\u5e38\u957f\u8f93\u5165\u548c\u6a21\u578b\u62d2\u7b54\u3002\u6bcf\u6b21\u91cd\u5927\u4e8b\u6545\u90fd\u5e94\u4ea7\u751f\u65b0\u7684\u5ba1\u8ba1\u89c4\u5219\u6216\u6d4b\u8bd5\u6848\u4f8b\u3002<\/p>\n<p>GAO\u7684AI\u95ee\u8d23\u6846\u67b6\u56f4\u7ed5\u6cbb\u7406\u3001\u6570\u636e\u3001\u7ee9\u6548\u548c\u76d1\u63a7\u7ec4\u7ec7\u5ba1\u8ba1\u95ee\u9898\uff0c\u5e76\u4e3a\u7ba1\u7406\u8005\u4e0e\u5ba1\u8ba1\u8005\u63d0\u4f9b\u68c0\u67e5\u95ee\u9898\u3002<a href=\"https:\/\/www.gao.gov\/products\/gao-21-519sp\" target=\"_blank\" rel=\"noopener\">U.S. GAO\uff1aArtificial Intelligence Accountability Framework<\/a> \u5176\u4ef7\u503c\u5728\u4e8e\u5ba1\u8ba1\u4e0d\u53ea\u770b\u51c6\u786e\u7387\uff0c\u4e5f\u68c0\u67e5\u76ee\u6807\u3001\u6570\u636e\u8d28\u91cf\u3001\u6301\u7eed\u76d1\u63a7\u548c\u8d23\u4efb\u3002<\/p>\n<h2>\u5148\u786e\u4fdd\u8bb0\u5f55\u8db3\u4ee5\u652f\u6301\u5ba1\u8ba1<\/h2>\n<p>\u5982\u679c\u7cfb\u7edf\u53ea\u4fdd\u5b58\u6700\u7ec8\u6587\u672c\uff0c\u5ba1\u8ba1\u8005\u65e0\u6cd5\u77e5\u9053\u9519\u8bef\u6765\u81ea\u6e90\u8d44\u6599\u3001\u68c0\u7d22\u3001\u6a21\u578b\u3001\u5de5\u5177\u8fd8\u662f\u4eba\u5de5\u7f16\u8f91\u3002<\/p>\n<p>\u9ad8\u540e\u679c\u7528\u4f8b\u81f3\u5c11\u9700\u8981\u4fdd\u5b58\u9002\u5f53\u7684\u4efb\u52a1\u6807\u8bc6\u3001\u65f6\u95f4\u3001\u914d\u7f6e\u7248\u672c\u3001\u6765\u6e90\u5f15\u7528\u3001\u5de5\u5177\u884c\u52a8\u3001\u4eba\u5de5\u6279\u51c6\u548c\u6700\u7ec8\u7ed3\u679c\u3002\u65e5\u5fd7\u672c\u8eab\u53ef\u80fd\u542b\u6709\u654f\u611f\u8d44\u6599\uff0c\u56e0\u6b64\u5e94\u6700\u5c0f\u5316\u3001\u4fdd\u62a4\u8bbf\u95ee\u5e76\u8bbe\u4fdd\u7559\u671f\u9650\u3002<\/p>\n<p>\u8bb0\u5f55\u5fc5\u987b\u80fd\u8fde\u63a5\u5230\u8865\u6551\uff1a\u53d1\u73b0\u4e00\u7c7b\u9519\u8bef\u540e\uff0c\u7ec4\u7ec7\u80fd\u67e5\u627e\u5176\u4ed6\u53d7\u5f71\u54cd\u6848\u4ef6\u3001\u6682\u505c\u76f8\u540c\u914d\u7f6e\u5e76\u91cd\u65b0\u5904\u7406\uff0c\u800c\u4e0d\u53ea\u662f\u4fee\u6539\u4e00\u4e2a\u6837\u672c\u3002<\/p>\n<p>\u6fb3\u5927\u5229\u4e9a\u653f\u5e9cAI\u653f\u7b562.0\u8981\u6c42\u9002\u7528\u673a\u6784\u5efa\u7acb\u5185\u90e8\u7528\u4f8b\u767b\u8bb0\u3001\u660e\u786e\u7528\u4f8b\u8d23\u4efb\u5e76\u8fdb\u884c\u5f71\u54cd\u8bc4\u4f30\uff0c\u4e3a\u5ba1\u8ba1\u63d0\u4f9b\u4e86\u6700\u57fa\u672c\u7684\u5bf9\u8c61\u6e05\u5355\u3002<a href=\"https:\/\/www.digital.gov.au\/ai\/ai-in-government-policy\" target=\"_blank\" rel=\"noopener\">Digital Transformation Agency\uff1aPolicy for the responsible use of AI in government<\/a><\/p>\n<p>\u5982\u679c\u7ec4\u7ec7\u8fde\u54ea\u4e9bAI\u7528\u4f8b\u6b63\u5728\u8fd0\u884c\u90fd\u4e0d\u77e5\u9053\uff0c\u8f93\u51fa\u5ba1\u8ba1\u65e0\u4ece\u5f00\u59cb\u3002<\/p>\n<h2>\u5ba1\u8ba1\u72ec\u7acb\u6027\u8981\u4e0e\u98ce\u9669\u76f8\u79f0<\/h2>\n<p>\u5f00\u53d1\u7cfb\u7edf\u7684\u4eba\u6700\u4e86\u89e3\u6280\u672f\uff0c\u5374\u4e5f\u53ef\u80fd\u5bf9\u81ea\u5df1\u7684\u5047\u8bbe\u8fc7\u4e8e\u719f\u6089\u3002\u4e1a\u52a1\u56e2\u961f\u77e5\u9053\u6d41\u7a0b\uff0c\u5374\u53ef\u80fd\u628a\u957f\u671f\u4e60\u60ef\u5f53\u4f5c\u6b63\u786e\u6807\u51c6\u3002<\/p>\n<p>\u4f4e\u98ce\u9669\u7528\u4f8b\u53ef\u4ee5\u7531\u53e6\u4e00\u540d\u56e2\u961f\u6210\u5458\u590d\u6838\u3002\u66f4\u9ad8\u98ce\u9669\u7cfb\u7edf\u9700\u8981\u72ec\u7acb\u7684\u5b89\u5168\u3001\u6cd5\u5f8b\u3001\u4e13\u4e1a\u6216\u5185\u90e8\u5ba1\u8ba1\u53c2\u4e0e\uff1b\u7279\u522b\u91cd\u8981\u7684\u7528\u4f8b\u53ef\u80fd\u9700\u8981\u5916\u90e8\u8bc4\u4f30\u6216\u53d7\u5f71\u54cd\u7fa4\u4f53\u53cd\u9988\u3002<\/p>\n<p>\u72ec\u7acb\u4e0d\u610f\u5473\u7740\u5ba1\u8ba1\u8005\u5b8c\u5168\u8131\u79bb\u7cfb\u7edf\u3002\u5b83\u610f\u5473\u7740\u5ba1\u8ba1\u6807\u51c6\u548c\u7ed3\u8bba\u4e0d\u7531\u88ab\u5ba1\u8ba1\u56e2\u961f\u5355\u72ec\u63a7\u5236\uff0c\u53d1\u73b0\u95ee\u9898\u540e\u6709\u76f4\u63a5\u5347\u7ea7\u8def\u5f84\u3002<\/p>\n<p>ISO\/IEC 42001\u628a\u7ee9\u6548\u8bc4\u4ef7\u3001\u5185\u90e8\u5ba1\u8ba1\u548c\u6301\u7eed\u6539\u8fdb\u7eb3\u5165AI\u7ba1\u7406\u7cfb\u7edf\u7ed3\u6784\u3002<a href=\"https:\/\/www.iso.org\/standard\/42001\" target=\"_blank\" rel=\"noopener\">ISO\uff1aISO\/IEC 42001<\/a> \u5ba1\u8ba1\u56e0\u6b64\u4e0d\u662f\u4e0a\u7ebf\u524d\u7684\u76d6\u7ae0\uff0c\u800c\u662f\u7ba1\u7406\u7cfb\u7edf\u7684\u5faa\u73af\u3002<\/p>\n<h2>\u5ba1\u8ba1\u8981\u68c0\u67e5\u4eba\u7c7b\u76d1\u7763\u662f\u5426\u771f\u5b9e<\/h2>\n<p>\u7cfb\u7edf\u8bb0\u5f55\u201c\u5df2\u4eba\u5de5\u6279\u51c6\u201d\u5e76\u4e0d\u80fd\u8bc1\u660e\u76d1\u7763\u6709\u6548\u3002\u5ba1\u8ba1\u5e94\u6bd4\u8f83\u6279\u51c6\u7528\u65f6\u3001\u4fee\u6539\u6bd4\u4f8b\u3001\u4eba\u5458\u5de5\u4f5c\u91cf\u3001\u662f\u5426\u67e5\u770b\u6765\u6e90\uff0c\u4ee5\u53ca\u4e0d\u540c\u5ba1\u6838\u8005\u80fd\u5426\u53d1\u73b0\u9884\u8bbe\u9519\u8bef\u3002<\/p>\n<p>\u5982\u679c\u4e00\u4e2a\u4eba\u6bcf\u5206\u949f\u6279\u51c6\u51e0\u5341\u9879\u590d\u6742\u5efa\u8bae\uff0c\u76d1\u7763\u53ef\u80fd\u53ea\u5b58\u5728\u4e8e\u5b57\u6bb5\u4e2d\u3002\u7ec4\u7ec7\u5e94\u51cf\u5c11\u9700\u8981\u9010\u9879\u5224\u65ad\u7684\u4ea7\u91cf\u3001\u6539\u5584\u754c\u9762\u6216\u91cd\u65b0\u8bbe\u7f6e\u81ea\u52a8\u5316\u8fb9\u754c\uff0c\u800c\u4e0d\u662f\u7ee7\u7eed\u7528\u4eba\u540d\u4e3a\u7cfb\u7edf\u80cc\u4e66\u3002<\/p>\n<p>\u8fd8\u5e94\u68c0\u67e5\u88ab\u5f71\u54cd\u8005\u80fd\u5426\u6295\u8bc9\u3001\u591a\u4e45\u5f97\u5230\u56de\u5e94\u3001\u9519\u8bef\u662f\u5426\u771f\u6b63\u64a4\u56de\u3002\u6ca1\u6709\u8865\u6551\u6570\u636e\uff0c\u7ec4\u7ec7\u53ea\u80fd\u5ba1\u8ba1\u5185\u90e8\u8fc7\u7a0b\uff0c\u65e0\u6cd5\u77e5\u9053\u5b9e\u9645\u540e\u679c\u3002<\/p>\n<h2>\u5ba1\u8ba1\u7cfb\u7edf\u672c\u8eab\u4e5f\u9700\u8981\u8bc4\u6d4b<\/h2>\n<p>\u5982\u679c\u81ea\u52a8\u68c0\u67e5\u4ea7\u751f\u5927\u91cf\u65e0\u5173\u8b66\u62a5\uff0c\u56e2\u961f\u4f1a\u9010\u6e10\u5ffd\u7565\uff1b\u5982\u679c\u62bd\u6837\u89c4\u5219\u591a\u5e74\u4e0d\u53d8\uff0c\u65b0\u578b\u9519\u8bef\u4f1a\u6301\u7eed\u9003\u8131\u3002\u7ec4\u7ec7\u5e94\u5b9a\u671f\u6d4b\u8bd5\u5ba1\u8ba1\u63a7\u5236\u80fd\u5426\u53d1\u73b0\u9884\u5148\u690d\u5165\u7684\u95ee\u9898\uff0c\u5e76\u8bb0\u5f55\u4ece\u5f02\u5e38\u51fa\u73b0\u5230\u53d1\u73b0\u3001\u5347\u7ea7\u548c\u4fee\u590d\u6240\u9700\u65f6\u95f4\u3002<\/p>\n<p>\u5ba1\u8ba1\u8fd8\u4f1a\u4ea7\u751f\u5047\u9633\u6027\u3002\u67d0\u7c7b\u6b63\u5e38\u6848\u4ef6\u5982\u679c\u9891\u7e41\u88ab\u6807\u8bb0\uff0c\u53d7\u5f71\u54cd\u4eba\u5458\u53ef\u80fd\u906d\u9047\u989d\u5916\u5ba1\u67e5\u6216\u5ef6\u8fdf\u3002\u5ba1\u8ba1\u8bbe\u8ba1\u540c\u6837\u9700\u8981\u68c0\u67e5\u7fa4\u4f53\u5dee\u5f02\u548c\u6bd4\u4f8b\u6027\uff0c\u4e0d\u80fd\u4ee5\u201c\u98ce\u9669\u63a7\u5236\u201d\u4e3a\u540d\u5236\u9020\u53e6\u4e00\u5957\u4e0d\u516c\u5e73\u5206\u7c7b\u3002<\/p>\n<p>\u76d1\u7763\u56e2\u961f\u9700\u8981\u81ea\u5df1\u7684\u7ee9\u6548\u6307\u6807\uff1a\u4e25\u91cd\u95ee\u9898\u53d1\u73b0\u7387\u3001\u672a\u5904\u7406\u79ef\u538b\u3001\u91cd\u590d\u4e8b\u6545\u3001\u8865\u6551\u5b8c\u6210\u7387\uff0c\u4ee5\u53ca\u5ba1\u8ba1\u5efa\u8bae\u662f\u5426\u771f\u6b63\u6539\u53d8\u7cfb\u7edf\u3002\u53ea\u7edf\u8ba1\u5b8c\u6210\u4e86\u591a\u5c11\u6b21\u62bd\u67e5\uff0c\u4f1a\u4f7f\u5ba1\u8ba1\u91cd\u6f14\u751f\u6210\u73af\u8282\u7684\u6570\u91cf\u9519\u89c9\u3002<\/p>\n<p>\u6700\u540e\uff0c\u5e94\u5b9a\u671f\u5411\u7528\u4f8b\u8d1f\u8d23\u4eba\u548c\u9886\u5bfc\u5c42\u62a5\u544a\u5269\u4f59\u672a\u77e5\uff1a\u54ea\u4e9b\u9886\u57df\u6ca1\u6709\u8db3\u591f\u6837\u672c\u3001\u54ea\u4e9b\u65e5\u5fd7\u4e0d\u8db3\u3001\u54ea\u4e9b\u4f9b\u5e94\u5546\u53d8\u5316\u65e0\u6cd5\u72ec\u7acb\u9a8c\u8bc1\u3002\u5ba1\u8ba1\u7684\u8bda\u5b9e\u90e8\u5206\uff0c\u662f\u660e\u786e\u5b83\u4ecd\u7136\u770b\u4e0d\u89c1\u4ec0\u4e48\u3002<\/p>\n<p>\u5ba1\u8ba1\u53d1\u73b0\u95ee\u9898\u4e4b\u540e\uff0c\u8fd8\u5fc5\u987b\u6709\u4fee\u590d\u5bb9\u91cf\u3002\u82e5\u56e2\u961f\u53ea\u80fd\u79ef\u7d2f\u7f3a\u9677\u6e05\u5355\uff0c\u5374\u6ca1\u6709\u6743\u529b\u6682\u505c\u6d41\u7a0b\u3001\u901a\u77e5\u53d7\u5f71\u54cd\u8005\u6216\u5b89\u6392\u91cd\u65b0\u5904\u7406\uff0c\u66f4\u591a\u5ba1\u8ba1\u53ea\u4f1a\u5236\u9020\u4e00\u4efd\u66f4\u5b8c\u6574\u7684\u65e0\u529b\u8bb0\u5f55\u3002\u7ec4\u7ec7\u5e94\u4e3a\u9ad8\u98ce\u9669\u53d1\u73b0\u9884\u7559\u54cd\u5e94\u4eba\u5458\u548c\u9884\u7b97\uff0c\u8bbe\u5b9a\u7ea0\u6b63\u65f6\u9650\uff0c\u5e76\u8ffd\u8e2a\u53d7\u5f71\u54cd\u7ed3\u679c\u662f\u5426\u771f\u6b63\u6062\u590d\u3002\u53ef\u53d1\u73b0\u800c\u4e0d\u53ef\u8865\u6551\u7684\u5931\u8d25\uff0c\u4ecd\u7136\u6ca1\u6709\u88ab\u6cbb\u7406\u3002<\/p>\n<h2>\u7ed3\u8bba\uff1a\u5ba1\u8ba1\u4e0d\u662f\u770b\u66f4\u591a\uff0c\u800c\u662f\u8ba9\u91cd\u8981\u5931\u8d25\u66f4\u5bb9\u6613\u88ab\u770b\u89c1<\/h2>\n<p>AI\u89c4\u6a21\u6269\u5927\u4ee5\u540e\uff0c\u5168\u9762\u4eba\u5de5\u68c0\u67e5\u4e0d\u53ef\u6301\u7eed\u3002\u89e3\u51b3\u529e\u6cd5\u4e0d\u662f\u53d6\u6d88\u76d1\u7763\uff0c\u800c\u662f\u5efa\u7acb\u591a\u5c42\u63a7\u5236\u548c\u6709\u76ee\u7684\u7684\u62bd\u6837\u3002<\/p>\n<p>\u6700\u7ec8\u539f\u5219\u662f\uff1a<\/p>\n<blockquote>\n<p>\u81ea\u52a8\u68c0\u67e5\u53ef\u5ba2\u89c2\u9a8c\u8bc1\u7684\u90e8\u5206\uff0c\u5728\u9ad8\u540e\u679c\u884c\u52a8\u524d\u4fdd\u7559\u4e13\u4e1a\u5224\u65ad\uff0c\u7528\u968f\u673a\u4e0e\u5206\u5c42\u6837\u672c\u76d1\u63a7\u603b\u4f53\u548c\u5c11\u6570\u7fa4\u4f53\uff0c\u5e76\u8ba9\u6295\u8bc9\u3001\u5f02\u5e38\u548c\u53d8\u66f4\u6301\u7eed\u66f4\u65b0\u5ba1\u8ba1\u8303\u56f4\u3002<\/p>\n<\/blockquote>\n<p>\u4e00\u5957AI\u7cfb\u7edf\u662f\u5426\u53ef\u5ba1\u8ba1\uff0c\u4e0d\u53d6\u51b3\u4e8e\u4fdd\u5b58\u4e86\u591a\u5c11\u65e5\u5fd7\uff0c\u800c\u53d6\u51b3\u4e8e\u7ec4\u7ec7\u80fd\u5426\u4ece\u8bb0\u5f55\u53d1\u73b0\u7cfb\u7edf\u6027\u95ee\u9898\u3001\u627e\u5230\u53d7\u5f71\u54cd\u7684\u4eba\u3001\u505c\u6b62\u9519\u8bef\u5e76\u8bc1\u660e\u4fee\u590d\u6709\u6548\u3002<\/p>\n<h3>\u4e3b\u8981\u8d44\u6599<\/h3>\n<ul>\n<li><a href=\"https:\/\/www.gao.gov\/products\/gao-21-519sp\" target=\"_blank\" rel=\"noopener\">U.S. GAO\uff1aArtificial Intelligence Accountability Framework<\/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.digital.gov.au\/ai\/ai-in-government-policy\" target=\"_blank\" rel=\"noopener\">Australian Government\uff1aPolicy for the responsible use of AI in government<\/a><\/li>\n<li><a href=\"https:\/\/www.iso.org\/standard\/42001\" target=\"_blank\" rel=\"noopener\">ISO\uff1aISO\/IEC 42001\u2014AI management systems<\/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":"Explains how to audit high-volume AI outputs when individual review is impossible, focusing on risk-based sampling, real oversight, records and remediation.","_geoff_meta_description_zh":"\u5f53AI\u8f93\u51fa\u91cf\u5de8\u5927\u96be\u4ee5\u9010\u9879\u4eba\u5de5\u5ba1\u8ba1\u65f6\uff0c\u6587\u7ae0\u4e3b\u5f20\u4ee5\u98ce\u9669\u5206\u5c42\u4e0e\u62bd\u6837\u3001\u9a8c\u8bc1\u76d1\u7763\u6709\u6548\u6027\u3001\u4fdd\u7559\u53ef\u8ffd\u6eaf\u8bb0\u5f55\u5e76\u786e\u4fdd\u8865\u6551\u6765\u5b8c\u6210\u5ba1\u8ba1\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":[787296336,787296400,787296338,787296401,787296404,787296367,787296402,787296368],"class_list":["post-16789","post","type-post","status-publish","format-standard","hentry","category-after-ai-enters-the-workflow","tag-after-ai-enters-the-workflow","tag-ai-audit","tag-after-ai-enters-the-workflow-zh","tag-ai-audit-zh","tag-risk-based-sampling-zh","tag-from-personal-tool-to-organisational-capability","tag-risk-based-sampling","tag-from-personal-tool-to-organisational-capability-zh",""],"translatepress_titles":{"en_AU":"When AI Produces Too Much to Review Individually, How Should an Organisation Audit It?","zh_CN":"AI\u4ea7\u51fa\u592a\u591a\u65e0\u6cd5\u9010\u9879\u68c0\u67e5\uff0c\u7ec4\u7ec7\u5e94\u8be5\u600e\u6837\u5ba1\u8ba1\uff1f"},"jetpack_publicize_connections":[],"jetpack_likes_enabled":false,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p1ar9H-4mN","jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts\/16789","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/users\/17897162"}],"replies":[{"embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/comments?post=16789"}],"version-history":[{"count":0,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts\/16789\/revisions"}],"wp:attachment":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/media?parent=16789"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/categories?post=16789"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/tags?post=16789"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}