{"id":16782,"date":"2026-08-12T00:00:24","date_gmt":"2026-08-11T14:00:24","guid":{"rendered":"https:\/\/geoffreychen.com\/when-private-ai-use-becomes-a-shadow-workflow\/"},"modified":"2026-08-12T00:00:24","modified_gmt":"2026-08-11T14:00:24","slug":"when-private-ai-use-becomes-a-shadow-workflow","status":"publish","type":"post","link":"https:\/\/geoffreychen.com\/zh\/when-private-ai-use-becomes-a-shadow-workflow\/","title":{"rendered":"\u5458\u5de5\u81ea\u5df1\u4f7f\u7528AI\u63d0\u9ad8\u6548\u7387\uff0c\u4e3a\u4ec0\u4e48\u4f1a\u53d8\u6210\u7ec4\u7ec7\u7684\u201c\u5f71\u5b50\u6d41\u7a0b\u201d\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 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b3\u5927\u5229\u4e9a\u4fe1\u606f\u4e13\u5458\u529e\u516c\u5ba4\u5efa\u8bae\uff0c\u4f5c\u4e3a\u6700\u4f73\u5b9e\u8df5\uff0c\u7ec4\u7ec7\u4e0d\u8981\u628a\u4e2a\u4eba\u4fe1\u606f\uff0c\u7279\u522b\u662f\u654f\u611f\u4fe1\u606f\uff0c\u8f93\u5165\u516c\u5f00\u53ef\u7528\u7684\u751f\u6210\u5f0fAI\u5de5\u5177\uff0c\u5e76\u5f3a\u8c03\u300a\u9690\u79c1\u6cd5\u300b\u548c\u6fb3\u5927\u5229\u4e9a\u9690\u79c1\u539f\u5219\u9002\u7528\u4e8e\u6d89\u53ca\u4e2a\u4eba\u4fe1\u606f\u7684AI\u4f7f\u7528\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\/_nocache\" target=\"_blank\" rel=\"noopener\">OAIC\uff1aGuidance on privacy and commercially available AI products<\/a><\/p>\n<p>\u5220\u9664\u59d3\u540d\u4e5f\u4e0d\u5fc5\u7136\u533f\u540d\u3002\u6848\u4ef6\u4e8b\u5b9e\u3001\u5730\u5740\u7247\u6bb5\u3001\u7f55\u89c1\u7ecf\u5386\u6216\u7ec4\u5408\u4fe1\u606f\u4ecd\u53ef\u80fd\u8bc6\u522b\u4eba\u3002\u5373\u4f7f\u5de5\u5177\u4f9b\u5e94\u5546\u627f\u8bfa\u4e0d\u7528\u4e8e\u8bad\u7ec3\uff0c\u7ec4\u7ec7\u8fd8\u9700\u8981\u7406\u89e3\u4fdd\u7559\u3001\u8bbf\u95ee\u3001\u5904\u7406\u5730\u70b9\u3001\u65e5\u5fd7\u548c\u5220\u9664\u5b89\u6392\u3002<\/p>\n<p>OAIC\u57282025\u5e74\u7684\u5de5\u4f5c\u573a\u6240\u6307\u5bfc\u4e2d\u5efa\u8bae\u7ec4\u7ec7\u8fdb\u884c\u9690\u79c1\u5f71\u54cd\u8bc4\u4f30\u3001\u5236\u5b9a\u653f\u7b56\u3001\u7ba1\u7406\u4f01\u4e1a\u8bb8\u53ef\u7684\u8bbe\u7f6e\u5e76\u6559\u80b2\u5458\u5de5\u3002<a href=\"https:\/\/www.oaic.gov.au\/news\/blog\/GenAI-tools-in-the-workplace-balancing-protection-of-personal-information-and-business-efficiency\" target=\"_blank\" rel=\"noopener\">OAIC\uff1aGenAI tools in the workplace<\/a><\/p>\n<p>\u95ee\u9898\u56e0\u6b64\u4e0d\u662f\u5458\u5de5\u662f\u5426\u201c\u76f8\u4fe1\u201d\u5de5\u5177\uff0c\u800c\u662f\u673a\u6784\u662f\u5426\u7406\u89e3\u5e76\u63a5\u53d7\u4e86\u5b8c\u6574\u7684\u6570\u636e\u5904\u7406\u5173\u7cfb\u3002<\/p>\n<h2>\u5f71\u5b50\u6d41\u7a0b\u4e5f\u53ef\u80fd\u83b7\u5f97\u8fc7\u591a\u884c\u52a8\u6743<\/h2>\n<p>\u5f53\u4e2a\u4eba\u5de5\u5177\u8fde\u63a5\u6d4f\u89c8\u5668\u6269\u5c55\u3001\u90ae\u7bb1\u3001\u4e91\u76d8\u6216\u81ea\u52a8\u5316\u670d\u52a1\u65f6\uff0c\u5b83\u4e0d\u518d\u53ea\u662f\u63a5\u6536\u590d\u5236\u7684\u6587\u5b57\u3002\u5b83\u53ef\u80fd\u8bfb\u53d6\u5927\u91cf\u8d44\u6599\u3001\u53d1\u9001\u6d88\u606f\u6216\u4fee\u6539\u6587\u4ef6\u3002<\/p>\n<p>OWASP\u5173\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u5e94\u7528\u7684\u98ce\u9669\u6e05\u5355\u628a\u654f\u611f\u4fe1\u606f\u62ab\u9732\u3001\u8fc7\u5ea6\u4ee3\u7406\u548c\u8fc7\u5ea6\u4f9d\u8d56\u5217\u4e3a\u91cd\u8981\u95ee\u9898\u3002\u8fc7\u591a\u529f\u80fd\u3001\u6743\u9650\u6216\u81ea\u4e3b\u6027\u4f1a\u4f7f\u4e00\u6b21\u9519\u8bef\u6216\u6076\u610f\u8f93\u5165\u4ea7\u751f\u66f4\u5927\u540e\u679c\u3002<a href=\"https:\/\/owasp.org\/www-project-top-10-for-large-language-model-applications\/\" target=\"_blank\" rel=\"noopener\">OWASP\uff1aTop 10 for Large Language Model Applications<\/a><\/p>\n<p>\u5728\u6b63\u5f0f\u7cfb\u7edf\u4e2d\uff0c\u5b89\u5168\u56e2\u961f\u53ef\u4ee5\u8bbe\u8ba1\u6700\u5c0f\u6743\u9650\u3001\u5ba1\u6279\u548c\u65e5\u5fd7\u3002\u4e2a\u4eba\u62fc\u63a5\u7684\u6d41\u7a0b\u5f80\u5f80\u7528\u4e00\u4e2a\u8d26\u6237\u83b7\u5f97\u5168\u90e8\u6743\u9650\uff0c\u4e5f\u6ca1\u6709\u7a33\u5b9a\u7684\u64a4\u56de\u529e\u6cd5\u3002<\/p>\n<h2>\u7ec4\u7ec7\u9700\u8981\u4e00\u5f20\u201cAI\u5b9e\u9645\u4f7f\u7528\u5730\u56fe\u201d<\/h2>\n<p>\u7b2c\u4e00\u6b65\u4e0d\u662f\u5904\u7f5a\uff0c\u800c\u662f\u53d1\u73b0\u3002\u7ec4\u7ec7\u53ef\u4ee5\u901a\u8fc7\u533f\u540d\u8c03\u67e5\u3001\u56e2\u961f\u8bbf\u8c08\u3001\u6570\u636e\u6d41\u68c0\u67e5\u3001\u8d39\u7528\u62a5\u9500\u548c\u5e2e\u52a9\u6e20\u9053\u4e86\u89e3\uff1a\u5458\u5de5\u7528\u54ea\u4e9b\u5de5\u5177\u3001\u5904\u7406\u54ea\u4e9b\u4efb\u52a1\u3001\u8f93\u5165\u54ea\u4e9b\u8d44\u6599\u3001\u8f93\u51fa\u8fdb\u5165\u54ea\u4e9b\u6b63\u5f0f\u51b3\u5b9a\uff0c\u4ee5\u53ca\u4e3a\u4ec0\u4e48\u73b0\u6709\u7cfb\u7edf\u6ca1\u6709\u6ee1\u8db3\u9700\u8981\u3002<\/p>\n<p>\u6fb3\u5927\u5229\u4e9a\u653f\u5e9cAI\u653f\u7b562.0\u8981\u6c42\u9002\u7528\u673a\u6784\u5efa\u7acb\u5185\u90e8AI\u7528\u4f8b\u767b\u8bb0\u5e76\u5f00\u5c55\u57f9\u8bad\u3001\u5f71\u54cd\u8bc4\u4f30\u548c\u7528\u4f8b\u8d23\u4efb\uff0c\u8fd9\u79cd\u505a\u6cd5\u7684\u4ef7\u503c\u6b63\u662f\u628a\u96f6\u6563\u4f7f\u7528\u8f6c\u5316\u4e3a\u53ef\u89c1\u5bf9\u8c61\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>\u767b\u8bb0\u4e0d\u5e94\u53ea\u8bb0\u5f55\u6b63\u5f0f\u91c7\u8d2d\u7684\u4ea7\u54c1\u3002\u53ea\u8981AI\u5b9e\u8d28\u53c2\u4e0e\u7ec4\u7ec7\u5de5\u4f5c\uff0c\u5c31\u5e94\u6309\u7528\u9014\u800c\u4e0d\u662f\u54c1\u724c\u8bc6\u522b\u3002\u4e00\u4e2a\u516c\u5171\u804a\u5929\u5de5\u5177\u53ef\u80fd\u5728\u7532\u90e8\u95e8\u53ea\u6539\u5199\u516c\u5f00\u6587\u5b57\uff0c\u5728\u4e59\u90e8\u95e8\u5374\u53c2\u4e0e\u654f\u611f\u51b3\u5b9a\uff0c\u4e24\u8005\u4e0d\u662f\u540c\u4e00\u98ce\u9669\u3002<\/p>\n<h2>\u4ece\u5f71\u5b50\u6d41\u7a0b\u4e2d\u4fdd\u7559\u6709\u4ef7\u503c\u7684\u53d1\u73b0<\/h2>\n<p>\u5f71\u5b50\u4f7f\u7528\u5e38\u5e38\u66b4\u9732\u6b63\u5f0f\u6d41\u7a0b\u771f\u6b63\u7684\u75db\u70b9\u3002\u7ec4\u7ec7\u5e94\u628a\u5b83\u5f53\u4f5c\u9700\u6c42\u8bc1\u636e\uff0c\u800c\u4e0d\u662f\u53ea\u5f53\u4f5c\u8fdd\u89c4\u8bc1\u636e\u3002<\/p>\n<p>\u53ef\u4ee5\u628a\u9ad8\u9891\u573a\u666f\u5206\u4e3a\u4e09\u7c7b\uff1a\u53ef\u4ee5\u5728\u660e\u786e\u8fb9\u754c\u5185\u7acb\u5373\u5141\u8bb8\u7684\u4f4e\u98ce\u9669\u8f85\u52a9\uff1b\u9700\u8981\u4f01\u4e1a\u7ea7\u5de5\u5177\u3001\u6743\u9650\u548c\u8bc4\u6d4b\u540e\u624d\u80fd\u6b63\u5f0f\u5316\u7684\u7528\u4f8b\uff1b\u56e0\u6cd5\u5f8b\u3001\u9690\u79c1\u6216\u540e\u679c\u4e0d\u9002\u5408\u4f7f\u7528\u7684\u573a\u666f\u3002<\/p>\n<p>\u5bf9\u4e8e\u7b2c\u4e8c\u7c7b\uff0c\u539f\u4f7f\u7528\u8005\u5e94\u53c2\u4e0e\u8bbe\u8ba1\u3002\u4ed6\u77e5\u9053\u54ea\u4e9b\u6b65\u9aa4\u771f\u6b63\u8282\u7701\u65f6\u95f4\uff0c\u4e5f\u77e5\u9053AI\u5728\u54ea\u91cc\u7ecf\u5e38\u5931\u8d25\u3002\u4f46\u6700\u7ec8\u7cfb\u7edf\u4e0d\u80fd\u7ee7\u7eed\u4f9d\u8d56\u4ed6\u7684\u4e2a\u4eba\u8d26\u6237\u548c\u8bb0\u5fc6\u3002\u63d0\u793a\u8bcd\u3001\u8d44\u6599\u6765\u6e90\u3001\u6d4b\u8bd5\u3001\u6279\u51c6\u548c\u5f02\u5e38\u5fc5\u987b\u8fdb\u5165\u7ec4\u7ec7\u8bb0\u5f55\u3002<\/p>\n<p>\u6b63\u5f0f\u5316\u4e5f\u4e0d\u5e94\u81ea\u52a8\u6269\u5927\u539f\u6765\u7684\u7528\u9014\u3002\u4e00\u4e2a\u4eba\u7528AI\u6574\u7406\u5341\u5c01\u4f4e\u98ce\u9669\u90ae\u4ef6\u53d6\u5f97\u6210\u529f\uff0c\u5e76\u4e0d\u80fd\u8bc1\u660e\u7cfb\u7edf\u53ef\u4ee5\u5904\u7406\u6574\u4e2a\u5ba2\u6237\u5e93\u3002\u7ec4\u7ec7\u5e94\u4ece\u539f\u573a\u666f\u7684\u6700\u5c0f\u8fb9\u754c\u5f00\u59cb\uff0c\u4f7f\u7528\u7ecf\u8fc7\u8131\u654f\u7684\u6d4b\u8bd5\u6750\u6599\uff0c\u6bd4\u8f83\u4eba\u5de5\u4e0eAI\u8f85\u52a9\u7ed3\u679c\uff0c\u518d\u9010\u6b65\u51b3\u5b9a\u662f\u5426\u6269\u5927\u6570\u636e\u548c\u6743\u9650\u3002\u5f71\u5b50\u6d41\u7a0b\u63d0\u4f9b\u7684\u662f\u9700\u8981\u9a8c\u8bc1\u7684\u7ebf\u7d22\uff0c\u4e0d\u662f\u7ed5\u8fc7\u9a8c\u8bc1\u7684\u65e2\u6210\u4e8b\u5b9e\u3002<\/p>\n<p>\u82f1\u56fd\u56fd\u5bb6\u7f51\u7edc\u5b89\u5168\u4e2d\u5fc3\u7684\u5b89\u5168AI\u5f00\u53d1\u6307\u5357\u8981\u6c42\u8bc6\u522b\u3001\u8ffd\u8e2a\u548c\u4fdd\u62a4\u6a21\u578b\u3001\u6570\u636e\u3001\u63d0\u793a\u3001\u65e5\u5fd7\u7b49\u8d44\u4ea7\uff0c\u5e76\u7ba1\u7406\u6570\u636e\u8bbf\u95ee\u548c\u4f9b\u5e94\u94fe\u3002<a href=\"https:\/\/www.ncsc.gov.uk\/collection\/guidelines-secure-ai-system-development\/guidelines\/secure-development\" target=\"_blank\" rel=\"noopener\">NCSC\uff1aSecure development<\/a> \u8fd9\u6b63\u662f\u5f71\u5b50\u6d41\u7a0b\u6210\u4e3a\u6b63\u5f0f\u80fd\u529b\u65f6\u9700\u8981\u8865\u4e0a\u7684\u90e8\u5206\u3002<\/p>\n<p>\u53d1\u73b0\u5f71\u5b50\u6d41\u7a0b\u4e5f\u9700\u8981\u53ef\u4fe1\u7684\u62a5\u544a\u6e20\u9053\u3002\u82e5\u5458\u5de5\u4e00\u8bf4\u660e\u5b9e\u9645\u7528\u6cd5\u5c31\u53ea\u4f1a\u53d7\u5230\u60e9\u7f5a\uff0c\u4ed6\u4eec\u4fbf\u4f1a\u9690\u85cf\u8bb0\u5f55\uff0c\u7ec4\u7ec7\u4e5f\u5931\u53bb\u5b66\u4e60\u771f\u5b9e\u98ce\u9669\u7684\u673a\u4f1a\u3002\u8f83\u597d\u7684\u505a\u6cd5\u662f\u533a\u5206\u5584\u610f\u62ab\u9732\u3001\u758f\u5ffd\u548c\u6545\u610f\u7ed5\u8fc7\u63a7\u5236\uff1a\u5141\u8bb8\u5458\u5de5\u7533\u62a5\u5de5\u5177\u4e0e\u7528\u9014\uff0c\u8fc5\u901f\u63d0\u4f9b\u5b89\u5168\u66ff\u4ee3\u65b9\u6848\uff0c\u5e76\u5bf9\u6d89\u53ca\u654f\u611f\u8d44\u6599\u6216\u9ad8\u540e\u679c\u51b3\u5b9a\u7684\u884c\u4e3a\u8bbe\u7f6e\u66f4\u4e25\u683c\u8fb9\u754c\u3002\u6cbb\u7406\u7684\u76ee\u7684\u4e0d\u662f\u5236\u9020\u6c89\u9ed8\uff0c\u800c\u662f\u8ba9\u5df2\u7ecf\u53d1\u751f\u7684\u6d41\u7a0b\u53d8\u5316\u8fdb\u5165\u53ef\u89c1\u3001\u53ef\u6539\u6b63\u7684\u5236\u5ea6\u7a7a\u95f4\u3002<\/p>\n<h2>\u7ed3\u8bba\uff1a\u771f\u6b63\u7684\u98ce\u9669\u662f\u7ec4\u7ec7\u4e0d\u77e5\u9053\u5de5\u4f5c\u5df2\u7ecf\u6539\u53d8<\/h2>\n<p>\u5458\u5de5\u79c1\u4e0b\u4f7f\u7528AI\u5e76\u4e0d\u81ea\u52a8\u7b49\u4e8e\u4e25\u91cd\u8fdd\u89c4\uff0c\u4e5f\u4e0d\u81ea\u52a8\u7b49\u4e8e\u53ef\u63a5\u53d7\u521b\u65b0\u3002\u5173\u952e\u5728\u4e8e\u5b83\u662f\u5426\u6539\u53d8\u4e86\u6570\u636e\u3001\u5224\u65ad\u3001\u8bb0\u5f55\u548c\u8d23\u4efb\uff0c\u5374\u4ecd\u7559\u5728\u6b63\u5f0f\u6cbb\u7406\u4e4b\u5916\u3002<\/p>\n<p>\u7ec4\u7ec7\u7684\u5224\u65ad\u5e94\u5f53\u662f\uff1a<\/p>\n<blockquote>\n<p>\u4e0d\u8981\u53ea\u7ba1\u7406\u201c\u5141\u8bb8\u54ea\u4e9bAI\u4ea7\u54c1\u201d\uff0c\u800c\u8981\u7ba1\u7406\u201cAI\u5b9e\u9645\u8fdb\u5165\u4e86\u54ea\u4e9b\u5de5\u4f5c\u51b3\u5b9a\u201d\u3002\u53d1\u73b0\u5f71\u5b50\u6d41\u7a0b\u540e\uff0c\u5e94\u505c\u6b62\u9ad8\u98ce\u9669\u90e8\u5206\u3001\u4fdd\u62a4\u6570\u636e\u3001\u4fdd\u5b58\u6709\u4ef7\u503c\u7684\u9700\u6c42\uff0c\u5e76\u628a\u53ef\u63a5\u53d7\u7528\u4f8b\u91cd\u5efa\u4e3a\u6b63\u5f0f\u6d41\u7a0b\u3002<\/p>\n<\/blockquote>\n<p>\u5f53\u5236\u5ea6\u53ea\u4f1a\u7981\u6b62\uff0c\u5458\u5de5\u4f1a\u9690\u85cf\u5de5\u4f5c\uff1b\u5f53\u5236\u5ea6\u53ea\u4f1a\u9f13\u52b1\uff0c\u7ec4\u7ec7\u4f1a\u5931\u53bb\u63a7\u5236\u3002\u6210\u719f\u505a\u6cd5\u662f\u5728\u771f\u5b9e\u4f7f\u7528\u4e0e\u6b63\u5f0f\u8d23\u4efb\u4e4b\u95f4\u5efa\u7acb\u4e00\u6761\u53ef\u8fdb\u5165\u7684\u901a\u9053\u3002<\/p>\n<h3>\u4e3b\u8981\u8d44\u6599<\/h3>\n<ul>\n<li><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\/_nocache\" target=\"_blank\" rel=\"noopener\">OAIC\uff1aGuidance on privacy and the use of commercially available AI products<\/a><\/li>\n<li><a href=\"https:\/\/www.oaic.gov.au\/news\/blog\/GenAI-tools-in-the-workplace-balancing-protection-of-personal-information-and-business-efficiency\" target=\"_blank\" rel=\"noopener\">OAIC\uff1aGenAI tools in the workplace<\/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:\/\/owasp.org\/www-project-top-10-for-large-language-model-applications\/\" target=\"_blank\" rel=\"noopener\">OWASP\uff1aTop 10 for Large Language Model Applications<\/a><\/li>\n<li><a href=\"https:\/\/www.ncsc.gov.uk\/collection\/guidelines-secure-ai-system-development\/guidelines\/secure-development\" target=\"_blank\" rel=\"noopener\">NCSC\uff1aGuidelines for secure AI system development<\/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":"Explores how unapproved private AI use becomes a shadow workflow by changing data, judgement, records and responsibility outside governance, and how to govern 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