{"id":16322,"date":"2026-08-10T20:09:21","date_gmt":"2026-08-10T10:09:21","guid":{"rendered":"https:\/\/geoffreychen.com\/when-should-ai-not-make-the-decision\/"},"modified":"2026-08-10T20:09:21","modified_gmt":"2026-08-10T10:09:21","slug":"when-should-ai-not-make-the-decision","status":"publish","type":"post","link":"https:\/\/geoffreychen.com\/zh\/when-should-ai-not-make-the-decision\/","title":{"rendered":"\u4ec0\u4e48\u65f6\u5019\u4e0d\u5e94\u8be5\u8ba9AI\u66ff\u4f60\u505a\u51b3\u5b9a\uff1f \/ When Should AI Not Make the Decision for You?"},"content":{"rendered":"<\/p>\n<p><strong>\u7b80\u77ed\u7b54\u6848<\/strong><\/p>\n<p>\u5f53\u51b3\u5b9a\u4f1a\u663e\u8457\u5f71\u54cd\u4eba\u7684\u6743\u5229\u3001\u5065\u5eb7\u3001\u5b89\u5168\u3001\u751f\u8ba1\u3001\u81ea\u7531\u6216\u91cd\u5927\u8d22\u4ea7\uff0c\u800c\u9519\u8bef\u96be\u4ee5\u53d1\u73b0\u3001\u89e3\u91ca\u3001\u6311\u6218\u6216\u64a4\u9500\u65f6\uff0c\u4e0d\u5e94\u8ba9\u901a\u7528AI\u62e5\u6709\u6700\u7ec8\u51b3\u5b9a\u6743\u3002AI\u53ef\u4ee5\u6574\u7406\u8d44\u6599\u3001\u63d0\u51fa\u9009\u9879\u548c\u8bc6\u522b\u6a21\u5f0f\uff0c\u4f46\u5fc5\u987b\u7531\u5177\u5907\u80fd\u529b\u3001\u4fe1\u606f\u548c\u771f\u5b9e\u88c1\u91cf\u6743\u7684\u4eba\u51b3\u5b9a\u3002\u5173\u952e\u4e0d\u662f\u9875\u9762\u4e0a\u6709\u6ca1\u6709\u201c\u4eba\u5de5\u5ba1\u6838\u201d\uff0c\u800c\u662f\u4eba\u80fd\u5426\u7406\u89e3\u8bc1\u636e\u3001\u62d2\u7edd\u7cfb\u7edf\u3001\u8bf4\u660e\u7406\u7531\u5e76\u53ca\u65f6\u7ea0\u6b63\u3002<\/p>\n<p><strong>\u9ad8\u540e\u679c\u4e0d\u662f\u552f\u4e00\u6761\u4ef6\uff0c\u4f4e\u53ef\u7ea0\u6b63\u6027\u540c\u6837\u91cd\u8981<\/strong><\/p>\n<p>\u4e00\u9879\u51b3\u5b9a\u98ce\u9669\u6765\u81ea\u540e\u679c\u5927\u5c0f\uff0c\u4e5f\u6765\u81ea\u9519\u8bef\u80fd\u5426\u88ab\u53d1\u73b0\u4e0e\u4fee\u590d\u3002\u81ea\u52a8\u7ed9\u5185\u90e8\u6587\u4ef6\u5efa\u8bae\u6587\u4ef6\u5939\uff0c\u9519\u8bef\u901a\u5e38\u5f88\u5feb\u770b\u89c1\u5e76\u53ef\u79fb\u52a8\uff1b\u81ea\u52a8\u62d2\u7edd\u798f\u5229\u7533\u8bf7\uff0c\u9519\u8bef\u53ef\u80fd\u8ba9\u7533\u8bf7\u4eba\u51e0\u4e2a\u6708\u5931\u53bb\u6536\u5165\uff0c\u800c\u4e14\u4ed6\u4eec\u672a\u5fc5\u77e5\u9053AI\u53c2\u4e0e\u6216\u5982\u4f55\u7533\u8bc9\u3002<\/p>\n<p>\u53ef\u4ee5\u7528\u56db\u4e2a\u7ef4\u5ea6\u5224\u65ad\uff1a\u5f71\u54cd\u6709\u591a\u5927\uff1b\u9519\u8bef\u662f\u5426\u53ef\u9006\uff1b\u53d7\u5f71\u54cd\u8005\u662f\u5426\u80fd\u7406\u89e3\u548c\u6311\u6218\uff1b\u662f\u5426\u5b58\u5728\u5177\u5907\u804c\u8d23\u7684\u4eba\u91cd\u65b0\u51b3\u5b9a\u3002\u4efb\u4f55\u4e00\u9879\u5f88\u5dee\uff0c\u90fd\u5e94\u964d\u4f4e\u81ea\u52a8\u5316\u7a0b\u5ea6\u3002<\/p>\n<p>\u6fb3\u5927\u5229\u4e9a\u653f\u5e9c\u7684AI\u91c7\u7528\u6307\u5f15\u8981\u6c42\u6309\u5177\u4f53\u7528\u9014\u7406\u89e3\u5f71\u54cd\u3001\u6d4b\u8bd5\u76d1\u63a7\u5e76\u4fdd\u6301\u4eba\u5de5\u63a7\u5236\uff0c\u8bf4\u660e\u540c\u4e00\u7cfb\u7edf\u4e0d\u80fd\u53ea\u51ed\u603b\u4f53\u80fd\u529b\u83b7\u5f97\u51b3\u7b56\u8bb8\u53ef\u3002<a href=\"https:\/\/www.industry.gov.au\/sites\/default\/files\/2025-10\/guidance-for-ai-adoption-implementation-practices.pdf\" target=\"_blank\" rel=\"noopener\">Australian Government: Guidance for AI Adoption\u2014Implementation Practices<\/a><\/p>\n<p><strong>\u4e0d\u8981\u8ba9AI\u6700\u7ec8\u51b3\u5b9a\u57fa\u672c\u6743\u5229\u4e0e\u673a\u4f1a<\/strong><\/p>\n<p>\u62db\u8058\u3001\u89e3\u96c7\u3001\u8d37\u6b3e\u3001\u4fdd\u9669\u3001\u6559\u80b2\u5f55\u53d6\u3001\u798f\u5229\u3001\u79fb\u6c11\u3001\u6267\u6cd5\u4e0e\u4f4f\u623f\u7b49\u51b3\u5b9a\uff0c\u4f1a\u5f71\u54cd\u4e00\u4e2a\u4eba\u7684\u673a\u4f1a\u548c\u751f\u6d3b\u6761\u4ef6\u3002\u5386\u53f2\u6570\u636e\u53ef\u80fd\u5305\u542b\u8fc7\u53bb\u7684\u504f\u5dee\uff0c\u4ee3\u7406\u53d8\u91cf\u53ef\u80fd\u91cd\u65b0\u7f16\u7801\u53d7\u4fdd\u62a4\u7279\u5f81\uff0c\u6a21\u578b\u53c8\u53ef\u80fd\u65e0\u6cd5\u7ed9\u51fa\u8db3\u591f\u5177\u4f53\u7684\u7406\u7531\u3002<\/p>\n<p>\u5373\u4f7f\u5e73\u5747\u51c6\u786e\u7387\u5f88\u9ad8\uff0c\u4e00\u4e2a\u7fa4\u4f53\u4e5f\u53ef\u80fd\u627f\u53d7\u66f4\u9ad8\u9519\u8bef\u7387\u3002\u6700\u7ec8\u51b3\u5b9a\u82e5\u81ea\u52a8\u5f62\u6210\uff0c\u53d7\u5f71\u54cd\u8005\u4f1a\u9762\u5bf9\u201c\u7cfb\u7edf\u5982\u6b64\u5224\u65ad\u201d\u7684\u5c01\u95ed\u7b54\u6848\u3002\u771f\u6b63\u7684\u4eba\u7c7b\u51b3\u5b9a\u8005\u5e94\u80fd\u67e5\u770b\u5b8c\u6574\u6750\u6599\u3001\u8003\u8651\u4f8b\u5916\u3001\u7ea0\u6b63\u6570\u636e\u5e76\u63d0\u4f9b\u53ef\u4e89\u8bae\u7684\u7406\u7531\u3002<\/p>\n<p>\u6fb3\u5927\u5229\u4e9a\u4eba\u6743\u59d4\u5458\u4f1a\u6307\u51fa\uff0cAI\u51b3\u7b56\u53ef\u4ee5\u63d0\u9ad8\u6548\u7387\uff0c\u5374\u4e5f\u53ef\u80fd\u4fb5\u5bb3\u4eba\u6743\uff1b\u900f\u660e\u3001\u95ee\u8d23\u548c\u72ec\u7acb\u76d1\u7763\u662f\u4fdd\u62a4\u673a\u5236\u7684\u91cd\u8981\u90e8\u5206\u3002<a href=\"https:\/\/humanrights.gov.au\/resource-hub\/technology-and-human-rights\/final-report-human-rights-and-technology\" target=\"_blank\" rel=\"noopener\">Australian Human Rights Commission: Human Rights and Technology Final Report<\/a><\/p>\n<p><strong>\u4e0d\u8981\u8ba9\u901a\u7528AI\u4f5c\u51fa\u533b\u7597\u3001\u6cd5\u5f8b\u6216\u5b89\u5168\u7684\u6700\u7ec8\u5224\u65ad<\/strong><\/p>\n<p>\u75c7\u72b6\u3001\u5408\u540c\u4e0e\u5b89\u5168\u4e8b\u4ef6\u9ad8\u5ea6\u4f9d\u8d56\u80cc\u666f\u3002\u6a21\u578b\u53ef\u80fd\u63d0\u4f9b\u6559\u80b2\u4fe1\u606f\u3001\u95ee\u9898\u6e05\u5355\u6216\u6587\u4ef6\u6458\u8981\uff0c\u4f46\u7f3a\u5c11\u5b8c\u6574\u75c5\u5386\u3001\u53f8\u6cd5\u7ba1\u8f96\u3001\u8bc1\u636e\u89c4\u5219\u3001\u8bbe\u5907\u72b6\u6001\u548c\u73b0\u573a\u89c2\u5bdf\u3002\u9519\u8bef\u5efa\u8bae\u53c8\u53ef\u80fd\u4ee5\u4e13\u4e1a\u8bed\u6c14\u51fa\u73b0\u3002<\/p>\n<p>\u533b\u7597\u548c\u6cd5\u5f8b\u4e13\u4e1a\u4eba\u58eb\u4e5f\u4f1a\u72af\u9519\uff0c\u4f46\u4ed6\u4eec\u53d7\u8d44\u683c\u3001\u8bb0\u5f55\u3001\u7a0b\u5e8f\u548c\u8d23\u4efb\u7ea6\u675f\uff0c\u80fd\u591f\u8be2\u95ee\u3001\u68c0\u67e5\u3001\u89e3\u91ca\u5e76\u6839\u636e\u65b0\u8d44\u6599\u8c03\u6574\u3002\u901a\u7528\u804a\u5929\u6a21\u578b\u6ca1\u6709\u56e0\u751f\u6210\u4e86\u4e00\u6bb5\u5efa\u8bae\u5c31\u53d6\u5f97\u8fd9\u4e9b\u804c\u8d23\u3002<\/p>\n<p>\u5728\u4e13\u4e1a\u7cfb\u7edf\u7ecf\u8fc7\u76d1\u7ba1\u3001\u9a8c\u8bc1\u5e76\u7528\u4e8e\u89c4\u5b9a\u7528\u9014\u65f6\uff0cAI\u53ef\u4ee5\u63d0\u4f9b\u51b3\u7b56\u652f\u6301\u3002\u652f\u6301\u4e0e\u66ff\u4ee3\u4e0d\u540c\uff1a\u6700\u7ec8\u4eba\u5458\u9700\u8981\u7406\u89e3\u7cfb\u7edf\u9002\u7528\u8303\u56f4\uff0c\u4e0d\u80fd\u53ea\u70b9\u51fb\u63a5\u53d7\u3002<\/p>\n<p><strong>\u4e0d\u53ef\u9006\u884c\u52a8\u9700\u8981\u4e8b\u524d\u6279\u51c6<\/strong><\/p>\n<p>\u8f6c\u51fa\u8d44\u91d1\u3001\u5220\u9664\u8d44\u6599\u3001\u516c\u5f00\u53d1\u5e03\u3001\u7b7e\u7f72\u5408\u540c\u3001\u53d1\u9001\u5927\u6279\u901a\u77e5\u3001\u6539\u53d8\u751f\u4ea7\u7cfb\u7edf\u6216\u5411\u653f\u5e9c\u63d0\u4ea4\u58f0\u660e\uff0c\u90fd\u4f1a\u4f7fAI\u8f93\u51fa\u53d8\u6210\u5916\u90e8\u884c\u52a8\u3002\u4e0d\u53ef\u9006\u6216\u6602\u8d35\u884c\u52a8\u4e0d\u5e94\u7531\u81ea\u7531\u6587\u672c\u6a21\u578b\u72ec\u7acb\u89e6\u53d1\u3002<\/p>\n<p>\u5b89\u5168\u8bbe\u8ba1\u5e94\u5728\u884c\u52a8\u524d\u663e\u793a\u5177\u4f53\u5bf9\u8c61\u3001\u91d1\u989d\u3001\u6536\u4ef6\u4eba\u548c\u53d8\u5316\uff0c\u8981\u6c42\u660e\u786e\u786e\u8ba4\uff0c\u5e76\u8bbe\u7f6e\u91d1\u989d\u4e0a\u9650\u3001\u6743\u9650\u6700\u5c0f\u5316\u3001\u53cc\u4eba\u6279\u51c6\u6216\u5ef6\u8fdf\u7a97\u53e3\u3002\u8ba9AI\u5148\u6267\u884c\u3001\u4e8b\u540e\u53d1\u901a\u77e5\uff0c\u53ea\u5728\u80fd\u5b8c\u6574\u64a4\u9500\u7684\u4f4e\u98ce\u9669\u73af\u5883\u624d\u5408\u7406\u3002<\/p>\n<p><strong>\u5f53\u7cfb\u7edf\u65e0\u6cd5\u89e3\u91ca\u51b3\u5b9a\u65f6\uff0c\u4e0d\u8981\u8ba9\u5b83\u51b3\u5b9a<\/strong><\/p>\n<p>\u89e3\u91ca\u4e0d\u7b49\u4e8e\u516c\u5f00\u6240\u6709\u6a21\u578b\u53c2\u6570\uff0c\u800c\u662f\u53d7\u5f71\u54cd\u8005\u80fd\u591f\u77e5\u9053\u7528\u4e86\u54ea\u4e9b\u76f8\u5173\u8d44\u6599\u3001\u9002\u7528\u4ec0\u4e48\u89c4\u5219\u3001\u54ea\u91cc\u53ef\u80fd\u9519\u8bef\uff0c\u4ee5\u53ca\u5982\u4f55\u8bf7\u6c42\u590d\u6838\u3002\u5982\u679c\u673a\u6784\u8fde\u81ea\u5df1\u4e5f\u65e0\u6cd5\u8bf4\u660e\u8f93\u51fa\u600e\u6837\u8fdb\u5165\u51b3\u5b9a\uff0c\u5c31\u65e0\u6cd5\u6709\u6548\u9a8c\u8bc1\u51c6\u786e\u6027\u6216\u5904\u7406\u4e89\u8bae\u3002<\/p>\n<p>OAIC\u5bf9\u5546\u4e1aAI\u4ea7\u54c1\u7684\u6307\u5f15\u5f3a\u8c03\uff0c\u673a\u6784\u82e5\u7528AI\u534f\u52a9\u51b3\u5b9a\uff0c\u9700\u8981\u7406\u89e3\u8f93\u51fa\u5f62\u6210\u65b9\u5f0f\u3001\u7531\u4eba\u9a8c\u8bc1\u51c6\u786e\u6027\u5e76\u80fd\u591f\u63a8\u7ffb\u51b3\u5b9a\uff1b\u5bf9\u5f71\u54cd\u4e2a\u4eba\u7684\u7528\u9014\uff0c\u8fd8\u5e94\u63d0\u4f9b\u6709\u610f\u4e49\u7684\u89e3\u91ca\u3002<a href=\"https:\/\/www.oaic.gov.au\/privacy\/privacy-guidance-for-organisations-and-government-agencies\/guidance-on-privacy-and-the-use-of-commercially-available-ai-products\" target=\"_blank\" rel=\"noopener\">OAIC: Guidance on privacy and commercial AI products<\/a><\/p>\n<p>\u201c\u6a21\u578b\u5f88\u590d\u6742\u201d\u4e0d\u662f\u4e0d\u7ed9\u89e3\u91ca\u7684\u5145\u5206\u7406\u7531\u3002\u65e0\u6cd5\u89e3\u91ca\u53ef\u4ee5\u662f\u505c\u6b62\u4f7f\u7528\u8be5\u7528\u9014\u7684\u7406\u7531\u3002<\/p>\n<p><strong>\u5f53\u76ee\u6807\u672c\u8eab\u5b58\u5728\u4ef7\u503c\u4e89\u8bae\u65f6\uff0c\u5e94\u7531\u4eba\u9009\u62e9<\/strong><\/p>\n<p>AI\u53ef\u4ee5\u4f18\u5316\u88ab\u6307\u5b9a\u7684\u6307\u6807\uff0c\u5374\u4e0d\u80fd\u5408\u6cd5\u5730\u66ff\u7ec4\u7ec7\u51b3\u5b9a\u4ec0\u4e48\u503c\u5f97\u4f18\u5316\u3002\u62db\u8058\u662f\u4f18\u5148\u7ecf\u9a8c\u8fd8\u662f\u6f5c\u529b\uff1b\u57ce\u5e02\u7ba1\u7406\u662f\u4f18\u5148\u6548\u7387\u8fd8\u662f\u516c\u5e73\uff1b\u5b66\u6821\u7eaa\u5f8b\u662f\u4f18\u5148\u4e00\u81f4\u8fd8\u662f\u4e2a\u4f53\u5904\u5883\uff0c\u8fd9\u4e9b\u90fd\u6d89\u53ca\u4ef7\u503c\u548c\u6743\u5229\u3002<\/p>\n<p>\u628a\u4ef7\u503c\u9009\u62e9\u9690\u85cf\u8fdb\u8bc4\u5206\u6743\u91cd\uff0c\u4f1a\u8ba9\u653f\u6cbb\u6216\u4f26\u7406\u95ee\u9898\u770b\u8d77\u6765\u50cf\u6280\u672f\u7ed3\u679c\u3002\u5e94\u7531\u6709\u6b63\u5f53\u6388\u6743\u7684\u4eba\u516c\u5f00\u76ee\u6807\u3001\u542c\u53d6\u53d7\u5f71\u54cd\u8005\u610f\u89c1\u5e76\u627f\u62c5\u53d6\u820d\uff0cAI\u53ea\u80fd\u5e2e\u52a9\u6bd4\u8f83\u540e\u679c\u3002<\/p>\n<p><strong>\u4fe1\u606f\u4e0d\u5b8c\u6574\u65f6\uff0c\u4e0d\u8981\u88ab\u5b8c\u6574\u7b54\u6848\u8bf1\u5bfc<\/strong><\/p>\n<p>\u771f\u6b63\u51b3\u5b9a\u5e38\u9700\u8981\u6a21\u578b\u6ca1\u6709\u770b\u89c1\u7684\u8d44\u6599\uff1a\u5bf9\u8bdd\u8bed\u6c14\u3001\u672a\u626b\u63cf\u9644\u4ef6\u3001\u8fd1\u671f\u53d8\u5316\u3001\u4e2a\u4eba\u610f\u613f\u3001\u73b0\u573a\u5f02\u5e38\u3002AI\u4ecd\u53ef\u80fd\u751f\u6210\u5b8c\u6574\u7ed3\u8bba\uff0c\u5236\u9020\u201c\u8d44\u6599\u5df2\u7ecf\u8db3\u591f\u201d\u7684\u9519\u89c9\u3002<\/p>\n<p>\u7cfb\u7edf\u5e94\u6709\u7f3a\u5931\u5b57\u6bb5\u548c\u505c\u6b62\u89c4\u5219\u3002\u82e5\u5fc5\u9700\u8d44\u6599\u4e0d\u5b58\u5728\uff0c\u8f93\u51fa\u53ea\u80fd\u5217\u51fa\u9700\u8981\u8865\u5145\u7684\u95ee\u9898\uff0c\u4e0d\u80fd\u81ea\u884c\u63a8\u65ad\u3002\u5bf9\u4e8e\u9ad8\u540e\u679c\u51b3\u5b9a\uff0c\u62d2\u7b54\u80fd\u529b\u6bd4\u59cb\u7ec8\u7ed9\u7b54\u6848\u66f4\u91cd\u8981\u3002<\/p>\n<p><strong>\u6240\u8c13\u4eba\u5de5\u5ba1\u6838\u53ef\u80fd\u53ea\u662f\u6a61\u76ae\u56fe\u7ae0<\/strong><\/p>\n<p>\u5982\u679c\u4eba\u4e00\u5929\u9700\u8981\u6279\u51c6\u51e0\u5343\u9879\u3001\u53ea\u770b\u5230AI\u6458\u8981\u3001\u6ca1\u6709\u539f\u59cb\u8bc1\u636e\u3001\u7ee9\u6548\u8981\u6c42\u53c8\u9f13\u52b1\u5feb\u901f\u63a5\u53d7\uff0c\u90a3\u4e48\u5f62\u5f0f\u4e0a\u201c\u4eba\u5728\u56de\u8def\u201d\uff0c\u5b9e\u8d28\u4e0a\u51b3\u5b9a\u4ecd\u7531\u7cfb\u7edf\u5b8c\u6210\u3002\u7814\u7a76\u663e\u793a\uff0c\u4eba\u7c7b\u53ef\u80fd\u5bf9\u81ea\u52a8\u5efa\u8bae\u4ea7\u751f\u81ea\u52a8\u5316\u504f\u8bef\uff0c\u4e5f\u53ef\u80fd\u5728\u9519\u8bef\u5efa\u8bae\u4e0b\u6539\u53d8\u539f\u672c\u6b63\u786e\u5224\u65ad\u3002<a href=\"https:\/\/airc.nist.gov\/airmf-resources\/airmf\/appendices\/app-c-ai-risk-management-and-human-ai-interaction\/\" target=\"_blank\" rel=\"noopener\">NIST AI RMF: Human-AI 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href=\"https:\/\/geoffreychen.com\/zh\/which-tasks-should-you-give-to-ai\/\">\u54ea\u4e9b\u5de5\u4f5c\u9002\u5408\u4ea4\u7ed9AI\uff0c\u54ea\u4e9b\u4e0d\u9002\u5408\uff1f<\/a><\/li>\n<li><a href=\"https:\/\/geoffreychen.com\/zh\/when-is-the-cost-of-error-too-high-for-ai-automation\/\">\u9519\u8bef\u4ee3\u4ef7\u591a\u9ad8\u65f6\uff0c\u5fc5\u987b\u7981\u6b62AI\u81ea\u52a8\u6267\u884c\uff1f<\/a><\/li>\n<\/ul>\n<p><strong>\u7ee7\u7eed\u9605\u8bfb\u672c\u7cfb\u5217\uff1a<\/strong> <a href=\"https:\/\/geoffreychen.com\/zh\/ai-judgment\/\">\u300aAI\u53ef\u4ee5\u76f8\u4fe1\u5230\u4ec0\u4e48\u7a0b\u5ea6\uff1f\u300b\u5168\u90e8\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 decisions affect rights, safety or livelihood and errors are hard to challenge or reverse, a capable person\u2014not general AI\u2014must 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