{"id":16812,"date":"2026-08-12T11:03:53","date_gmt":"2026-08-12T01:03:53","guid":{"rendered":"https:\/\/geoffreychen.com\/?p=16812"},"modified":"2026-08-12T11:03:53","modified_gmt":"2026-08-12T01:03:53","slug":"how-many-external-systems-should-one-ai-be-allowed-to-control","status":"publish","type":"post","link":"https:\/\/geoffreychen.com\/zh\/how-many-external-systems-should-one-ai-be-allowed-to-control\/","title":{"rendered":"\u4e00\u4e2aAI\u53ef\u4ee5\u64cd\u4f5c\u591a\u5c11\u4e2a\u5916\u90e8\u7cfb\u7edf\uff0c\u624d\u4e0d\u81f3\u4e8e\u62e5\u6709\u8fc7\u5927\u7684\u4ee3\u7406\u6743\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 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class=\"language-text\">\u8bfb\u53d6\u4e0d\u53ef\u4fe1\u8f93\u5165\n\u00d7 \u8bbf\u95ee\u5185\u90e8\u77e5\u8bc6\n\u00d7 \u4fee\u6539\u6b63\u5f0f\u8bb0\u5f55\n\u00d7 \u4ee5\u673a\u6784\u8eab\u4efd\u53d1\u9001\n\u00d7 \u8c03\u7528\u4e0d\u53ef\u9006\u5de5\u5177\n= \u590d\u5408\u4ee3\u7406\u98ce\u9669<\/code><\/pre>\n<p>\u4e58\u53f7\u5f88\u91cd\u8981\u3002\u7ec4\u7ec7\u4e0d\u80fd\u5206\u522b\u5ba1\u67e5\u6bcf\u4e2a\u8fde\u63a5\u201c\u98ce\u9669\u4e0d\u9ad8\u201d\uff0c\u7136\u540e\u5ffd\u7565\u7ec4\u5408\u3002\u4e00\u4e2a\u7cfb\u7edf\u662f\u5426\u62e5\u6709\u8fc7\u5927\u4ee3\u7406\u6743\uff0c\u53d6\u51b3\u4e8e\u5b83\u662f\u5426\u80fd\u591f\u72ec\u81ea\u5b8c\u6210\u4ece\u89c2\u5bdf\u3001\u5224\u65ad\u5230\u6267\u884c\u548c\u63a9\u76d6\u7ed3\u679c\u7684\u95ed\u73af\u3002<\/p>\n<h2>\u4e0d\u8981\u8ba1\u7b97\u8fde\u63a5\u6570\uff0c\u8981\u8ba1\u7b97\u201c\u53ef\u5b8c\u6210\u7684\u6700\u574f\u52a8\u4f5c\u201d<\/h2>\n<p>\u4e24\u4e2a\u8fde\u63a5\u53ef\u80fd\u6bd4\u5341\u4e2a\u66f4\u5371\u9669\u3002\u8bfb\u53d6\u5408\u540c\u4e0e\u7b7e\u7f72\u5408\u540c\u7684\u7ec4\u5408\uff0c\u53ef\u80fd\u6bd4\u8bfb\u53d6\u5341\u4e2a\u516c\u5f00\u6570\u636e\u5e93\u66f4\u9ad8\u98ce\u9669\u3002\u7ec4\u7ec7\u5e94\u4e3a\u6bcf\u4e2a\u5de5\u5177\u8bb0\u5f55\u56db\u9879\u5c5e\u6027\uff1a<\/p>\n<div class=\"wp-block-table\">\n<table>\n<thead>\n<tr>\n<th>\u5c5e\u6027<\/th>\n<th>\u8981\u95ee\u7684\u95ee\u9898<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6570\u636e\u8303\u56f4<\/td>\n<td>AI\u80fd\u770b\u5230\u54ea\u4e9b\u5ba2\u6237\u3001\u5458\u5de5\u3001\u8d22\u52a1\u6216\u673a\u5bc6\u8d44\u6599\uff1f<\/td>\n<\/tr>\n<tr>\n<td>\u52a8\u4f5c\u7c7b\u578b<\/td>\n<td>\u5b83\u53ea\u80fd\u8bfb\u53d6\u3001\u53ef\u4ee5\u5efa\u8bae\u3001\u80fd\u591f\u4fee\u6539\uff0c\u8fd8\u662f\u80fd\u591f\u6267\u884c\uff1f<\/td>\n<\/tr>\n<tr>\n<td>\u53ef\u9006\u6027<\/td>\n<td>\u9519\u8bef\u80fd\u5426\u7acb\u5373\u64a4\u56de\uff0c\u8fd8\u662f\u5df2\u7ecf\u4ea7\u751f\u5916\u90e8\u540e\u679c\uff1f<\/td>\n<\/tr>\n<tr>\n<td>\u6269\u6563\u8303\u56f4<\/td>\n<td>\u4e00\u6b21\u8c03\u7528\u5f71\u54cd\u4e00\u6761\u8bb0\u5f55\u3001\u4e00\u4e2a\u5ba2\u6237\uff0c\u8fd8\u662f\u6574\u4e2a\u5217\u8868\uff1f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u968f\u540e\u8bc4\u4f30\u5de5\u5177\u7ec4\u5408\u3002\u4f8b\u5982\uff0c\u201c\u8bfb\u53d6\u6240\u6709\u5ba2\u6237\uff0b\u7fa4\u53d1\u90ae\u4ef6\u201d\u53ef\u80fd\u5bfc\u81f4\u5927\u89c4\u6a21\u9519\u8bef\u901a\u4fe1\uff1b\u201c\u8bfb\u53d6\u4f9b\u5e94\u5546\u53d1\u7968\uff0b\u521b\u5efa\u4ed8\u6b3e\u201d\u53ef\u80fd\u5bfc\u81f4\u6b3a\u8bc8\uff1b\u201c\u8bfb\u53d6\u5185\u90e8\u653f\u7b56\uff0b\u516c\u5f00\u53d1\u5e03\u201d\u53ef\u80fd\u628a\u8349\u7a3f\u5f53\u6210\u6b63\u5f0f\u7acb\u573a\u3002<\/p>\n<p>\u6700\u6709\u7528\u7684\u4e0a\u9650\u4e0d\u662f\u201c\u6700\u591a\u4e94\u4e2a\u5de5\u5177\u201d\uff0c\u800c\u662f\u201c\u4efb\u4f55\u5355\u4e00\u4ee3\u7406\u4e0d\u5f97\u5728\u6ca1\u6709\u72ec\u7acb\u6279\u51c6\u7684\u60c5\u51b5\u4e0b\u5b8c\u6210\u67d0\u7c7b\u9ad8\u540e\u679c\u95ed\u73af\u201d\u3002<\/p>\n<h2>\u7ed9AI\u4e00\u4efd\u6743\u9650\u9884\u7b97<\/h2>\n<p>\u6743\u9650\u9884\u7b97\u4e0d\u662f\u4e00\u4e2a\u7edf\u4e00\u5206\u6570\uff0c\u800c\u662f\u4e00\u7ec4\u4e0d\u80fd\u540c\u65f6\u8d85\u652f\u7684\u8d44\u6e90\u3002<\/p>\n<p><strong>\u6570\u636e\u9884\u7b97<\/strong>\u9650\u5236\u53ef\u89c1\u8303\u56f4\u3002\u5904\u7406\u4e00\u4e2a\u5ba2\u6237\u8bf7\u6c42\u65f6\uff0c\u53ea\u5f00\u653e\u8be5\u5ba2\u6237\u548c\u8be5\u4efb\u52a1\u6240\u9700\u8d44\u6599\uff0c\u800c\u4e0d\u662f\u6574\u4e2a\u6570\u636e\u5e93\u3002<\/p>\n<p><strong>\u884c\u52a8\u9884\u7b97<\/strong>\u9650\u5236\u53ef\u8c03\u7528\u6b21\u6570\u3001\u91d1\u989d\u3001\u6536\u4ef6\u4eba\u6570\u548c\u4fee\u6539\u5bf9\u8c61\u3002\u4f4e\u989d\u9000\u6b3e\u53ef\u4ee5\u6709\u6bcf\u65e5\u7d2f\u8ba1\u4e0a\u9650\uff1b\u53d1\u9001\u53ef\u4ee5\u5148\u9650\u4e8e\u4e00\u4e2a\u6536\u4ef6\u4eba\uff1b\u6279\u91cf\u66f4\u65b0\u9700\u8981\u65b0\u6279\u51c6\u3002<\/p>\n<p><strong>\u65f6\u95f4\u9884\u7b97<\/strong>\u8ba9\u6743\u9650\u81ea\u52a8\u5230\u671f\u3002\u5b8c\u6210\u4efb\u52a1\u3001\u4f1a\u8bdd\u7ed3\u675f\u6216\u5f02\u5e38\u53d1\u751f\u540e\uff0c\u4ee4\u724c\u548c\u4e34\u65f6\u8bbf\u95ee\u5e94\u5931\u6548\u3002<\/p>\n<p><strong>\u4e0d\u53ef\u9006\u9884\u7b97<\/strong>\u9650\u5236\u65e0\u6cd5\u8f7b\u6613\u64a4\u56de\u7684\u52a8\u4f5c\u3002\u516c\u5f00\u53d1\u5e03\u3001\u5220\u9664\u8bb0\u5f55\u3001\u7b7e\u7f72\u3001\u4ed8\u6b3e\u548c\u6743\u9650\u6388\u4e88\u4e0d\u5e94\u4e0e\u666e\u901a\u67e5\u8be2\u5171\u4eab\u540c\u4e00\u786e\u8ba4\u7ea7\u522b\u3002<\/p>\n<p><strong>\u4fe1\u4efb\u9884\u7b97<\/strong>\u9650\u5236\u5916\u90e8\u8f93\u5165\u80fd\u591f\u5f71\u54cd\u5185\u90e8\u52a8\u4f5c\u7684\u8ddd\u79bb\u3002\u6765\u81ea\u90ae\u4ef6\u3001\u7f51\u9875\u3001\u9644\u4ef6\u6216\u7b2c\u4e09\u65b9\u7cfb\u7edf\u7684\u5185\u5bb9\uff0c\u4e0d\u5e94\u76f4\u63a5\u8f6c\u5316\u4e3a\u9ad8\u6743\u9650\u8c03\u7528\u3002<\/p>\n<p>\u8fd9\u79cd\u9884\u7b97\u8ba9\u7ec4\u7ec7\u6839\u636e\u5177\u4f53\u7528\u9014\u5206\u914d\u80fd\u529b\uff0c\u800c\u4e0d\u662f\u7ed9AI\u590d\u5236\u67d0\u4e2a\u9ad8\u6743\u9650\u5458\u5de5\u7684\u5b8c\u6574\u8d26\u6237\u3002<\/p>\n<h2>\u6bcf\u4e2a\u5de5\u5177\u8c03\u7528\u90fd\u8981\u91cd\u65b0\u6388\u6743<\/h2>\n<p>\u5f88\u591a\u4ee3\u7406\u7cfb\u7edf\u5728\u4efb\u52a1\u5f00\u59cb\u65f6\u83b7\u5f97\u4e00\u4e2a\u5e7f\u6cdb\u4ee4\u724c\uff0c\u968f\u540e\u53ef\u4ee5\u8fde\u7eed\u8c03\u7528\u5de5\u5177\u3002\u8fd9\u6837\u5f88\u65b9\u4fbf\uff0c\u5374\u628a\u6700\u521d\u7684\u6a21\u7cca\u540c\u610f\u6269\u5c55\u6210\u8bb8\u591a\u540e\u6765\u65e0\u6cd5\u9884\u89c1\u7684\u52a8\u4f5c\u3002<\/p>\n<p>\u66f4\u5b89\u5168\u7684\u67b6\u6784\u628a\u4e09\u4ef6\u4e8b\u5206\u5f00\uff1a\u6a21\u578b\u63d0\u51fa\u884c\u52a8\uff0c\u7b56\u7565\u5c42\u68c0\u67e5\u6743\u9650\uff0c\u5de5\u5177\u6267\u884c\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u53c2\u6570\u3002\u7b56\u7565\u5c42\u4e0d\u80fd\u53ea\u95ee\u201c\u8fd9\u4e2aAI\u662f\u5426\u5141\u8bb8\u4f7f\u7528\u9000\u6b3e\u5de5\u5177\u201d\uff0c\u8fd8\u8981\u68c0\u67e5\u5f53\u524d\u5ba2\u6237\u3001\u91d1\u989d\u3001\u539f\u56e0\u3001\u7d2f\u8ba1\u989d\u5ea6\u3001\u8d44\u6599\u5b8c\u6574\u6027\u548c\u662f\u5426\u9700\u8981\u4eba\u5de5\u6279\u51c6\u3002<\/p>\n<p>OWASP\u7684\u5927\u8bed\u8a00\u6a21\u578b\u5e94\u7528\u98ce\u9669\u6e05\u5355\u628a\u8fc7\u5ea6\u4ee3\u7406\u6743\u3001\u63d0\u793a\u6ce8\u5165\u3001\u654f\u611f\u4fe1\u606f\u6cc4\u9732\u548c\u4e0d\u5b89\u5168\u8f93\u51fa\u5904\u7406\u5217\u4e3a\u4e3b\u8981\u98ce\u9669\u3002<a href=\"https:\/\/owasp.org\/www-project-top-10-for-large-language-model-applications\/\" target=\"_blank\" rel=\"noopener\">OWASP\uff1a\u300aTop 10 for Large Language Model Applications\u300b<\/a> \u8fd9\u4e9b\u98ce\u9669\u5171\u540c\u8bf4\u660e\uff1a\u81ea\u7136\u8bed\u8a00\u5efa\u8bae\u4e0d\u80fd\u76f4\u63a5\u5f53\u4f5c\u5de5\u5177\u53c2\u6570\uff0c\u5916\u90e8\u5185\u5bb9\u4e5f\u4e0d\u80fd\u81ea\u884c\u6269\u5927\u7cfb\u7edf\u6743\u9650\u3002<\/p>\n<p>\u82f1\u56fd\u56fd\u5bb6\u7f51\u7edc\u5b89\u5168\u4e2d\u5fc3\u7684\u5b89\u5168\u5f00\u53d1\u6307\u5357\u5efa\u8bae\u8ddf\u8e2a\u3001\u9a8c\u8bc1\u548c\u7248\u672c\u63a7\u5236AI\u8d44\u4ea7\uff0c\u91c7\u7528\u5b89\u5168\u9ed8\u8ba4\u503c\u5e76\u8003\u8651\u6700\u5c0f\u6743\u9650\u3002<a href=\"https:\/\/www.ncsc.gov.uk\/collection\/guidelines-secure-ai-system-development\/guidelines\/secure-development\" target=\"_blank\" rel=\"noopener\">\u82f1\u56fd\u56fd\u5bb6\u7f51\u7edc\u5b89\u5168\u4e2d\u5fc3\uff1a\u300aSecure development\u300b<\/a> \u5bf9\u4ee3\u7406\u7cfb\u7edf\u800c\u8a00\uff0c\u6700\u5c0f\u6743\u9650\u5fc5\u987b\u843d\u5b9e\u5230\u6bcf\u6b21\u52a8\u4f5c\uff0c\u800c\u4e0d\u662f\u53ea\u5728\u91c7\u8d2d\u5de5\u5177\u65f6\u5199\u5165\u539f\u5219\u3002<\/p>\n<h2>\u628a\u9ad8\u540e\u679c\u94fe\u6761\u62c6\u5f00<\/h2>\n<p>\u4f20\u7edf\u5185\u90e8\u63a7\u5236\u5e38\u901a\u8fc7\u804c\u8d23\u5206\u79bb\u964d\u4f4e\u98ce\u9669\uff1a\u521b\u5efa\u4f9b\u5e94\u5546\u7684\u4eba\u4e0d\u80fd\u72ec\u81ea\u6279\u51c6\u4ed8\u6b3e\uff0c\u63d0\u51fa\u9000\u6b3e\u7684\u4eba\u4e0d\u80fd\u540c\u65f6\u4fee\u6539\u5ba1\u8ba1\u8bb0\u5f55\u3002AI\u4e0d\u5e94\u56e0\u4e3a\u80fd\u591f\u8de8\u7cfb\u7edf\u5de5\u4f5c\uff0c\u5c31\u628a\u8fd9\u4e9b\u5206\u79bb\u91cd\u65b0\u5408\u5e76\u3002<\/p>\n<p>\u53ef\u91c7\u7528\u4e09\u79cd\u62c6\u5206\uff1a<\/p>\n<ol>\n<li><strong>\u4ee3\u7406\u4e0e\u6267\u884c\u5206\u79bb<\/strong>\uff1aAI\u51c6\u5907\u52a8\u4f5c\uff0c\u4f46\u72ec\u7acb\u670d\u52a1\u6267\u884c\u5e76\u9a8c\u8bc1\uff1b<\/li>\n<li><strong>\u89d2\u8272\u5206\u79bb<\/strong>\uff1a\u4e00\u4e2a\u4ee3\u7406\u8bfb\u53d6\u548c\u5206\u6790\uff0c\u53e6\u4e00\u4e2a\u53d7\u9650\u7ec4\u4ef6\u6267\u884c\uff0c\u4e8c\u8005\u6ca1\u6709\u5171\u4eab\u5168\u90e8\u4e0a\u4e0b\u6587\uff1b<\/li>\n<li><strong>\u4eba\u7c7b\u6279\u51c6\u5206\u79bb<\/strong>\uff1a\u9ad8\u540e\u679c\u52a8\u4f5c\u7531\u4e0d\u8d1f\u8d23\u751f\u6210\u5efa\u8bae\u7684\u4eba\u786e\u8ba4\u3002<\/li>\n<\/ol>\n<p>\u62c6\u5206\u4e0d\u662f\u628a\u4efb\u52a1\u673a\u68b0\u5730\u4ea4\u7ed9\u66f4\u591aAI\u3002\u5982\u679c\u591a\u4e2a\u4ee3\u7406\u5171\u4eab\u540c\u4e00\u51ed\u8bc1\u3001\u540c\u4e00\u8bb0\u5fc6\u548c\u540c\u4e00\u7b56\u7565\u6f0f\u6d1e\uff0c\u5b83\u4eec\u53ea\u662f\u4e00\u4e2a\u9ad8\u6743\u9650\u7cfb\u7edf\u7684\u4e0d\u540c\u754c\u9762\u3002\u771f\u6b63\u7684\u5206\u79bb\u9700\u8981\u72ec\u7acb\u6743\u9650\u3001\u72ec\u7acb\u65e5\u5fd7\u548c\u80fd\u591f\u62d2\u7edd\u4e0a\u6e38\u8bf7\u6c42\u7684\u63a7\u5236\u70b9\u3002<\/p>\n<h2>\u5bf9\u6279\u91cf\u52a8\u4f5c\u8bbe\u7f6e\u66f4\u9ad8\u95e8\u69db<\/h2>\n<p>AI\u53ef\u4ee5\u628a\u4e00\u4e2a\u5408\u7406\u52a8\u4f5c\u5feb\u901f\u590d\u5236\u6210\u5927\u89c4\u6a21\u4e8b\u6545\u3002\u5355\u5c01\u90ae\u4ef6\u3001\u5355\u6761\u66f4\u65b0\u6216\u5355\u7b14\u9000\u6b3e\u7684\u98ce\u9669\uff0c\u4e0e\u5bf9\u4e00\u4e07\u540d\u5ba2\u6237\u6267\u884c\u76f8\u540c\u52a8\u4f5c\u5e76\u4e0d\u76f8\u79f0\u3002<\/p>\n<p>\u7cfb\u7edf\u5e94\u5728\u52a8\u4f5c\u6570\u91cf\u589e\u52a0\u65f6\u9010\u7ea7\u63d0\u9ad8\u63a7\u5236\uff1a\u5148\u9884\u89c8\u6837\u672c\uff0c\u518d\u8fd0\u884c\u5c0f\u6279\u91cf\uff0c\u89c2\u5bdf\u5f02\u5e38\uff0c\u6700\u540e\u6269\u5927\u3002\u4efb\u4f55\u4ece\u5355\u9879\u53d8\u4e3a\u5217\u8868\u3001\u4ece\u5185\u90e8\u53d8\u4e3a\u516c\u5f00\u3001\u4ece\u53ef\u9006\u53d8\u4e3a\u4e0d\u53ef\u9006\u7684\u53d8\u5316\uff0c\u90fd\u5e94\u89e6\u53d1\u65b0\u7684\u6388\u6743\u3002<\/p>\n<p>\u901f\u7387\u9650\u5236\u4e5f\u5e94\u6309\u4e1a\u52a1\u540e\u679c\u8bbe\u8ba1\u3002\u6bcf\u5206\u949f\u8c03\u7528\u6b21\u6570\u4e0d\u80fd\u4ee3\u66ff\u6bcf\u65e5\u603b\u91d1\u989d\u3001\u552f\u4e00\u5ba2\u6237\u6570\u3001\u5931\u8d25\u6bd4\u4f8b\u548c\u5f02\u5e38\u76ee\u7684\u5730\u3002\u4e00\u4e2a\u4ee3\u7406\u5373\u4f7f\u6ca1\u6709\u8d85\u8fc7\u6280\u672f\u9650\u901f\uff0c\u4e5f\u53ef\u80fd\u5728\u51e0\u4e2a\u5c0f\u65f6\u5185\u7a33\u5b9a\u5730\u4ea7\u751f\u5de8\u5927\u635f\u5931\u3002<\/p>\n<h2>\u65e5\u5fd7\u5fc5\u987b\u663e\u793a\u6743\u9650\u662f\u600e\u6837\u88ab\u4f7f\u7528\u7684<\/h2>\n<p>\u201cAI\u8c03\u7528\u4e86CRM\u201d\u6ca1\u6709\u8db3\u591f\u4fe1\u606f\u3002\u6709\u6548\u8bb0\u5f55\u5e94\u5305\u62ec\uff1a\u4efb\u52a1\u6765\u6e90\u3001\u8c03\u7528\u8005\u8eab\u4efd\u3001\u5de5\u5177\u548c\u52a8\u4f5c\u3001\u5bf9\u8c61\u8303\u56f4\u3001\u5173\u952e\u53c2\u6570\u3001\u7b56\u7565\u68c0\u67e5\u3001\u6279\u51c6\u3001\u6267\u884c\u7ed3\u679c\u4ee5\u53ca\u540e\u7eed\u64a4\u56de\u3002<\/p>\n<p>\u8bb0\u5f55\u9700\u8981\u628a\u81ea\u7136\u8bed\u8a00\u8bf7\u6c42\u4e0e\u5b9e\u9645API\u52a8\u4f5c\u8fde\u63a5\u8d77\u6765\uff0c\u4f46\u4e0d\u5fc5\u4fdd\u5b58\u6240\u8c13\u5b8c\u6574\u201c\u601d\u7ef4\u8fc7\u7a0b\u201d\u3002\u7ec4\u7ec7\u8981\u5ba1\u8ba1\u7684\u662f\u53ef\u89c2\u5bdf\u7684\u51b3\u5b9a\u94fe\uff1a\u8f93\u5165\u4e86\u4ec0\u4e48\u3001\u63d0\u51fa\u4e86\u4ec0\u4e48\u3001\u4e3a\u4ec0\u4e48\u7b26\u5408\u89c4\u5219\u3001\u6267\u884c\u4e86\u4ec0\u4e48\u3002<\/p>\n<p>NIST AI\u98ce\u9669\u7ba1\u7406\u6846\u67b6\u8981\u6c42\u6cbb\u7406\u7ed3\u6784\u3001\u89d2\u8272\u8d23\u4efb\u3001\u76d1\u6d4b\u548c\u4e8b\u4ef6\u54cd\u5e94\u8fdb\u5165AI\u751f\u547d\u5468\u671f\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> \u5bf9\u591a\u5de5\u5177\u4ee3\u7406\uff0c\u76d1\u6d4b\u8fd8\u5e94\u8bc6\u522b\u5f02\u5e38\u7ec4\u5408\uff1a\u6df1\u591c\u6279\u91cf\u5bfc\u51fa\u540e\u7acb\u5373\u7fa4\u53d1\u3001\u66f4\u65b0\u94f6\u884c\u8d44\u6599\u540e\u521b\u5efa\u4ed8\u6b3e\u3001\u6743\u9650\u63d0\u5347\u540e\u5220\u9664\u65e5\u5fd7\u7b49\u3002<\/p>\n<h2>\u505c\u6b62\u6309\u94ae\u5fc5\u987b\u6bd4\u4ee3\u7406\u66f4\u72ec\u7acb<\/h2>\n<p>\u5982\u679c\u5173\u95ed\u4ee3\u7406\u9700\u8981\u540c\u4e00\u4e2a\u4ee3\u7406\u6267\u884c\uff0c\u7d27\u6025\u505c\u6b62\u5c31\u4e0d\u53ef\u9760\u3002\u7ec4\u7ec7\u9700\u8981\u4ee3\u7406\u4e4b\u5916\u7684\u63a7\u5236\u9762\uff0c\u53ef\u4ee5\u64a4\u9500\u4ee4\u724c\u3001\u963b\u6b62\u7279\u5b9a\u5de5\u5177\u3001\u6682\u505c\u5916\u90e8\u53d1\u9001\uff0c\u5e76\u5728\u4e0d\u4e22\u5931\u8bc1\u636e\u7684\u60c5\u51b5\u4e0b\u7ec8\u6b62\u4efb\u52a1\u3002<\/p>\n<p>\u505c\u6b62\u4e5f\u4e0d\u80fd\u53ea\u6709\u201c\u5168\u90e8\u5173\u95ed\u201d\u3002\u5206\u7ea7\u63a7\u5236\u66f4\u6709\u7528\uff1a\u5148\u5207\u65ad\u652f\u4ed8\u548c\u516c\u5f00\u53d1\u5e03\uff0c\u4fdd\u7559\u53ea\u8bfb\u8bca\u65ad\uff1b\u6682\u505c\u4e00\u4e2a\u5ba2\u6237\u6216\u4e00\u4e2a\u5de5\u4f5c\u6d41\uff0c\u4e0d\u5fc5\u5173\u95ed\u6574\u4e2a\u670d\u52a1\uff1b\u5f53\u4f9b\u5e94\u5546\u6a21\u578b\u5f02\u5e38\u65f6\uff0c\u5207\u6362\u5230\u4eba\u5de5\u6216\u5df2\u77e5\u5b89\u5168\u7248\u672c\u3002<\/p>\n<p>\u82f1\u56fd\u56fd\u5bb6\u7f51\u7edc\u5b89\u5168\u4e2d\u5fc3\u5173\u4e8e\u5b89\u5168\u8fd0\u884c\u548c\u7ef4\u62a4\u7684\u6307\u5357\u5f3a\u8c03\u76d1\u63a7\u7cfb\u7edf\u884c\u4e3a\u3001\u7ba1\u7406\u66f4\u65b0\u3001\u6536\u96c6\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> \u4ee3\u7406\u8d8a\u80fd\u8de8\u7cfb\u7edf\u884c\u52a8\uff0c\u505c\u6b62\u3001\u6062\u590d\u548c\u53d6\u8bc1\u8d8a\u9700\u8981\u5728\u4e0a\u7ebf\u524d\u8bbe\u8ba1\u3002<\/p>\n<h2>\u6743\u9650\u589e\u52a0\u5fc5\u987b\u662f\u4e00\u9879\u65b0\u7684\u90e8\u7f72\u51b3\u5b9a<\/h2>\n<p>\u56e2\u961f\u5f88\u5bb9\u6613\u5728\u65e5\u5e38\u6539\u8fdb\u4e2d\u589e\u52a0\u4e00\u4e2a\u8fde\u63a5\uff1a\u201c\u65e2\u7136AI\u5df2\u7ecf\u4f1a\u5199\u90ae\u4ef6\uff0c\u8ba9\u5b83\u987a\u4fbf\u5b89\u6392\u4f1a\u8bae\u3002\u201d\u4f46\u6bcf\u589e\u52a0\u4e00\u4e2a\u5de5\u5177\uff0c\u7cfb\u7edf\u7684\u5b89\u5168\u8fb9\u754c\u3001\u9690\u79c1\u8303\u56f4\u548c\u5916\u90e8\u540e\u679c\u90fd\u4f1a\u6539\u53d8\u3002<\/p>\n<p>\u65b0\u589e\u6743\u9650\u5e94\u89e6\u53d1\u65b0\u7684\u98ce\u9669\u5206\u6790\u3001\u6d4b\u8bd5\u3001\u8d23\u4efb\u786e\u8ba4\u548c\u56de\u6eda\u65b9\u6848\u3002\u7ec4\u7ec7\u8981\u91cd\u65b0\u68c0\u67e5\u65e7\u6d4b\u8bd5\u662f\u5426\u4ecd\u6709\u610f\u4e49\uff1a\u539f\u6765\u53ef\u4ee5\u63a5\u53d7\u7684\u9519\u8bef\u5efa\u8bae\uff0c\u5728\u63a5\u5165\u81ea\u52a8\u6267\u884c\u540e\u53ef\u80fd\u4e0d\u518d\u53ef\u63a5\u53d7\uff1b\u539f\u6765\u53ea\u5f71\u54cd\u5185\u90e8\u8349\u7a3f\u7684\u63d0\u793a\u6ce8\u5165\uff0c\u5728\u63a5\u5165\u5ba2\u6237\u7cfb\u7edf\u540e\u53ef\u80fd\u6210\u4e3a\u6570\u636e\u4e8b\u4ef6\u3002<\/p>\n<p>\u8fd8\u8981\u5ba1\u67e5\u6743\u9650\u662f\u5426\u4ecd\u9700\u8981\u3002\u8bd5\u70b9\u7ed3\u675f\u3001\u6d41\u7a0b\u6539\u53d8\u6216\u4f9b\u5e94\u5546\u66f4\u6362\u540e\uff0c\u5e94\u4e3b\u52a8\u79fb\u9664\u4e0d\u7528\u7684\u8fde\u63a5\u548c\u4ee4\u724c\u3002\u6743\u9650\u53ea\u589e\u4e0d\u51cf\uff0c\u662f\u4ee3\u7406\u7cfb\u7edf\u9010\u6e10\u5931\u63a7\u7684\u5e38\u89c1\u8def\u5f84\u3002<\/p>\n<h2>\u7ed3\u8bba\uff1a\u4e00\u4e2aAI\u53ef\u4ee5\u8fde\u63a5\u5f88\u591a\u7cfb\u7edf\uff0c\u4f46\u4e0d\u5e94\u72ec\u81ea\u5b8c\u6210\u6240\u6709\u5173\u952e\u6b65\u9aa4<\/h2>\n<p>\u6ca1\u6709\u4e00\u4e2a\u9002\u7528\u4e8e\u6240\u6709\u7ec4\u7ec7\u7684\u5b89\u5168\u8fde\u63a5\u6570\u91cf\u3002\u5173\u952e\u4e0d\u662f\u201c\u4e94\u4e2a\u592a\u591a\uff0c\u4e09\u4e2a\u5b89\u5168\u201d\uff0c\u800c\u662f\u7ec4\u5408\u540e\u80fd\u5426\u5f62\u6210\u672a\u7ecf\u72ec\u7acb\u63a7\u5236\u7684\u9ad8\u540e\u679c\u95ed\u73af\u3002<\/p>\n<p>\u6700\u7ec8\u539f\u5219\u662f\uff1a<\/p>\n<blockquote>\n<p>AI\u53ef\u4ee5\u62e5\u6709\u5b8c\u6210\u4efb\u52a1\u6240\u9700\u7684\u591a\u4e2a\u5de5\u5177\uff0c\u4f46\u6bcf\u9879\u6743\u9650\u90fd\u5e94\u6309\u6570\u636e\u8303\u56f4\u3001\u52a8\u4f5c\u3001\u53ef\u9006\u6027\u548c\u6269\u6563\u89c4\u6a21\u53d7\u9650\uff1b\u8bfb\u53d6\u4e0d\u53ef\u4fe1\u8f93\u5165\u3001\u4fee\u6539\u6b63\u5f0f\u8bb0\u5f55\u548c\u6267\u884c\u4e0d\u53ef\u9006\u884c\u52a8\u4e0d\u5e94\u5728\u6ca1\u6709\u72ec\u7acb\u7b56\u7565\u68c0\u67e5\u6216\u4eba\u5de5\u6279\u51c6\u7684\u60c5\u51b5\u4e0b\u96c6\u4e2d\u4e8e\u540c\u4e00\u4ee3\u7406\u3002<\/p>\n<\/blockquote>\n<p>\u597d\u7684\u4ee3\u7406\u4e0d\u662f\u62e5\u6709\u6700\u591a\u94a5\u5319\u7684\u4ee3\u7406\uff0c\u800c\u662f\u80fd\u591f\u5b8c\u6210\u660e\u786e\u4efb\u52a1\u3001\u5728\u8fb9\u754c\u5904\u8bf7\u6c42\u65b0\u7684\u94a5\u5319\uff0c\u5e76\u5728\u4efb\u52a1\u7ed3\u675f\u540e\u5f52\u8fd8\u5b83\u4eec\u7684\u4ee3\u7406\u3002\u7ec4\u7ec7\u9700\u8981\u7684\u4e0d\u662f\u4e00\u4e2a\u5168\u80fd\u6570\u5b57\u5458\u5de5\uff0c\u800c\u662f\u4e00\u5957\u4e0d\u4f1a\u56e0\u4e3a\u6548\u7387\u800c\u91cd\u65b0\u5408\u5e76\u6240\u6709\u5185\u90e8\u63a7\u5236\u7684\u884c\u52a8\u67b6\u6784\u3002<\/p>\n<h3>\u4e3b\u8981\u8d44\u6599<\/h3>\n<ul>\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\">\u82f1\u56fd\u56fd\u5bb6\u7f51\u7edc\u5b89\u5168\u4e2d\u5fc3\uff1aSecure development<\/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.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<\/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":"The article argues that the right limit on AI system access is set by compound, irreversible action chains and permission controls, not by counting integrations.","_geoff_meta_description_zh":"\u6587\u7ae0\u8ba4\u4e3a\uff0c\u9650\u5236AI\u63a5\u5165\u6570\u91cf\u7684\u5173\u952e\u4e0d\u5728\u4e8e\u7cfb\u7edf\u4e2a\u6570\uff0c\u800c\u5728\u4e8e\u591a\u6743\u9650\u7ec4\u5408\u540e\u80fd\u5426\u5f62\u6210\u9ad8\u540e\u679c\u95ed\u73af\uff0c\u4ee5\u53ca\u5982\u4f55\u7528\u9884\u7b97\u4e0e\u5ba1\u6279\u5206\u79bb\u4e0e\u7ea6\u675f\u6267\u884c\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":[787296336,787296436,787296338,787296438,787296440,787296437,787296414,787296413],"class_list":["post-16812","post","type-post","status-publish","format-standard","hentry","category-after-ai-enters-the-workflow","tag-after-ai-enters-the-workflow","tag-ai-agent-permissions","tag-after-ai-enters-the-workflow-zh","tag-ai-agent-permissions-zh","tag-system-access-control-zh","tag-system-access-control","tag-when-ai-starts-acting-for-the-organisation","tag-when-ai-starts-acting-for-the-organisation-zh",""],"translatepress_titles":{"en_AU":"How Many External Systems Should One AI Be Allowed to Control?","zh_CN":"\u4e00\u4e2aAI\u53ef\u4ee5\u64cd\u4f5c\u591a\u5c11\u4e2a\u5916\u90e8\u7cfb\u7edf\uff0c\u624d\u4e0d\u81f3\u4e8e\u62e5\u6709\u8fc7\u5927\u7684\u4ee3\u7406\u6743\uff1f"},"jetpack_publicize_connections":[],"jetpack_likes_enabled":false,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p1ar9H-4na","jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts\/16812","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=16812"}],"version-history":[{"count":1,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts\/16812\/revisions"}],"predecessor-version":[{"id":16836,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts\/16812\/revisions\/16836"}],"wp:attachment":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/media?parent=16812"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/categories?post=16812"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/tags?post=16812"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}