{"id":16783,"date":"2026-08-12T00:00:24","date_gmt":"2026-08-11T14:00:24","guid":{"rendered":"https:\/\/geoffreychen.com\/what-organisational-knowledge-must-be-put-in-order-before-ai\/"},"modified":"2026-08-12T00:00:24","modified_gmt":"2026-08-11T14:00:24","slug":"what-organisational-knowledge-must-be-put-in-order-before-ai","status":"publish","type":"post","link":"https:\/\/geoffreychen.com\/zh\/what-organisational-knowledge-must-be-put-in-order-before-ai\/","title":{"rendered":"\u4f01\u4e1a\u77e5\u8bc6\u90fd\u4ea4\u7ed9AI\u4e4b\u524d\uff0c\u54ea\u4e9b\u8d44\u6599\u5fc5\u987b\u5148\u6574\u7406\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\u56db\u7bc7<\/em><\/p>\n<p>\u4e00\u5bb6\u4f01\u4e1a\u628a\u5171\u4eab\u76d8\u3001\u653f\u7b56\u5e93\u548c\u9879\u76ee\u6587\u4ef6\u63a5\u5165AI\u52a9\u624b\uff0c\u5e0c\u671b\u5458\u5de5\u53ef\u4ee5\u76f4\u63a5\u63d0\u95ee\u3002\u6f14\u793a\u65f6\uff0cAI\u5f88\u5feb\u627e\u5230\u7b54\u6848\u3002\u6b63\u5f0f\u4f7f\u7528\u540e\uff0c\u95ee\u9898\u51fa\u73b0\u4e86\uff1a\u540c\u4e00\u653f\u7b56\u6709\u4e09\u4e2a\u7248\u672c\uff1b\u67d0\u4efd\u201c\u6700\u7ec8\u7a3f\u201d\u5176\u5b9e\u4ece\u672a\u6279\u51c6\uff1b\u90e8\u95e8\u6307\u5357\u4e0e\u7b7e\u7f72\u5408\u540c\u51b2\u7a81\uff1b\u79bb\u804c\u5458\u5de5\u7559\u4e0b\u7684\u8bf4\u660e\u4ecd\u6392\u5728\u641c\u7d22\u7ed3\u679c\u524d\u9762\u3002<\/p>\n<p>AI\u6ca1\u6709\u51ed\u7a7a\u5236\u9020\u8fd9\u4e9b\u77db\u76fe\u3002\u5b83\u628a\u7ec4\u7ec7\u957f\u671f\u4f9d\u9760\u7ecf\u9a8c\u7ed5\u5f00\u7684\u77e5\u8bc6\u95ee\u9898\u96c6\u4e2d\u66b4\u9732\u51fa\u6765\u3002\u8fc7\u53bb\uff0c\u719f\u6089\u60c5\u51b5\u7684\u4eba\u4f1a\u8bf4\uff1a\u201c\u4e0d\u8981\u770b\u90a3\u4e2a\u6587\u4ef6\uff0c\u53bb\u95ee\u67d0\u67d0\u3002\u201d\u5f53AI\u6210\u4e3a\u5165\u53e3\uff0c\u8fd9\u4e9b\u53e3\u5934\u4fee\u6b63\u6ca1\u6709\u8fdb\u5165\u7cfb\u7edf\uff0c\u68c0\u7d22\u901f\u5ea6\u53cd\u800c\u8ba9\u9519\u8bef\u66f4\u5bb9\u6613\u88ab\u91c7\u7528\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u628a\u8d44\u6599\u4ea4\u7ed9AI\u4e4b\u524d\uff0c\u9996\u5148\u8981\u51b3\u5b9a\u54ea\u4e9b\u4e1c\u897f\u771f\u6b63\u6784\u6210\u7ec4\u7ec7\u77e5\u8bc6\u3002<\/p>\n<h2>\u6587\u4ef6\u6570\u91cf\u4e0d\u7b49\u4e8e\u77e5\u8bc6\u8d28\u91cf<\/h2>\n<p>\u5171\u4eab\u76d8\u901a\u5e38\u4fdd\u5b58\u4e86\u4e8b\u5b9e\u3001\u8349\u7a3f\u3001\u8ba8\u8bba\u3001\u6a21\u677f\u3001\u65e7\u7248\u672c\u3001\u4e2a\u4eba\u7b14\u8bb0\u548c\u6b63\u5f0f\u51b3\u5b9a\u3002\u5b83\u4eec\u90fd\u542b\u6709\u4fe1\u606f\uff0c\u5374\u4e0d\u5177\u6709\u76f8\u540c\u6743\u5a01\u3002<\/p>\n<p>AI\u68c0\u7d22\u7cfb\u7edf\u53ef\u4ee5\u6839\u636e\u8bcd\u8bed\u3001\u8bed\u4e49\u6216\u5176\u4ed6\u4fe1\u53f7\u627e\u5230\u76f8\u8fd1\u5185\u5bb9\uff0c\u4f46\u201c\u76f8\u8fd1\u201d\u4e0d\u662f\u201c\u9002\u7528\u201d\u3002\u4e00\u4efd\u65e7\u653f\u7b56\u53ef\u80fd\u6bd4\u65b0\u653f\u7b56\u5199\u5f97\u66f4\u8be6\u7ec6\uff0c\u56e0\u6b64\u66f4\u5bb9\u6613\u56de\u7b54\u95ee\u9898\uff1b\u4e00\u4efd\u4f1a\u8bae\u8bb0\u5f55\u53ef\u80fd\u5305\u542b\u660e\u786e\u53e5\u5b50\uff0c\u5374\u53ea\u662f\u672a\u88ab\u63a5\u53d7\u7684\u63d0\u8bae\u3002<\/p>\n<p>\u7ec4\u7ec7\u9700\u8981\u5148\u4e3a\u8d44\u6599\u589e\u52a0\u81f3\u5c11\u516d\u79cd\u7ed3\u6784\uff1a\u6765\u6e90\u3001\u6240\u6709\u8005\u3001\u9002\u7528\u8303\u56f4\u3001\u751f\u6548\u65f6\u95f4\u3001\u6279\u51c6\u72b6\u6001\u548c\u66ff\u4ee3\u5173\u7cfb\u3002\u6ca1\u6709\u8fd9\u4e9b\u7ed3\u6784\uff0cAI\u53ea\u80fd\u628a\u6587\u672c\u76f8\u4f3c\u6027\u5f53\u4f5c\u77e5\u8bc6\u79e9\u5e8f\u7684\u8fd1\u4f3c\u66ff\u4ee3\u3002<\/p>\n<h2>\u5148\u786e\u5b9a\u6743\u5a01\u6765\u6e90\uff0c\u518d\u5efa\u7acb\u68c0\u7d22<\/h2>\n<p>\u4e0d\u662f\u6240\u6709\u77e5\u8bc6\u90fd\u9002\u5408\u653e\u8fdb\u4e00\u4e2a\u65e0\u5dee\u522b\u7684\u5e93\u3002\u5ba2\u6237\u8eab\u4efd\u3001\u5408\u540c\u3001\u653f\u7b56\u3001\u9879\u76ee\u72b6\u6001\u548c\u4e13\u4e1a\u6307\u5357\u901a\u5e38\u6709\u4e0d\u540c\u7684\u6743\u5a01\u7cfb\u7edf\u4e0e\u66f4\u65b0\u8005\u3002<\/p>\n<p>\u66f4\u5408\u7406\u7684\u505a\u6cd5\u662f\u5efa\u7acb\u201c\u6743\u5a01\u6765\u6e90\u5730\u56fe\u201d\uff1a\u54ea\u7c7b\u4e8b\u5b9e\u7531\u54ea\u4e2a\u7cfb\u7edf\u63a7\u5236\uff1b\u8c01\u53ef\u4ee5\u4fee\u6539\uff1b\u51b2\u7a81\u65f6\u4ee5\u4ec0\u4e48\u4e3a\u51c6\uff1b\u5386\u53f2\u7248\u672c\u4fdd\u7559\u591a\u4e45\uff1b\u54ea\u4e9b\u5185\u5bb9\u53ea\u80fd\u5bf9\u7279\u5b9a\u89d2\u8272\u5f00\u653e\u3002<\/p>\n<p>AI\u53ef\u4ee5\u8de8\u7cfb\u7edf\u68c0\u7d22\uff0c\u4f46\u56de\u7b54\u5e94\u4fdd\u7559\u6765\u6e90\u8fb9\u754c\u3002\u4f8b\u5982\uff0c\u5b83\u53ef\u4ee5\u8bf4\u201c\u6839\u636e2026\u5e747\u6708\u751f\u6548\u7684\u6b63\u5f0f\u653f\u7b56\u201d\uff0c\u800c\u4e0d\u80fd\u628a\u5408\u540c\u6761\u6b3e\u548c\u5185\u90e8\u5efa\u8bae\u878d\u5408\u6210\u4e00\u4e2a\u6ca1\u6709\u51fa\u5904\u7684\u53e5\u5b50\u3002<\/p>\n<p>NIST AI RMF\u8981\u6c42\u7ec4\u7ec7\u7406\u89e3\u6570\u636e\u548c\u7cfb\u7edf\u60c5\u5883\u3001\u8bb0\u5f55\u98ce\u9669\u5e76\u5728\u751f\u547d\u5468\u671f\u4e2d\u6301\u7eed\u7ba1\u7406\u3002\u5176\u6cbb\u7406\u90e8\u5206\u4e5f\u5f3a\u8c03\u7b2c\u4e09\u65b9\u6570\u636e\u4e0e\u8f6f\u4ef6\u4f9b\u5e94\u94fe\u3001\u89d2\u8272\u548c\u6587\u6863\u3002<a href=\"https:\/\/airc.nist.gov\/airmf-resources\/airmf\/5-sec-core\/\" target=\"_blank\" rel=\"noopener\">NIST AI RMF Core<\/a><\/p>\n<h2>\u5fc5\u987b\u6e05\u7406\u7684\u4e0d\u662f\u5168\u90e8\u65e7\u6587\u4ef6\uff0c\u800c\u662f\u5f53\u524d\u9002\u7528\u5173\u7cfb<\/h2>\n<p>\u201c\u5148\u628a\u6240\u6709\u8d44\u6599\u6574\u7406\u5b8c\u518d\u7528AI\u201d\u901a\u5e38\u4e0d\u53ef\u884c\u3002\u5927\u578b\u7ec4\u7ec7\u6c38\u8fdc\u6709\u5386\u53f2\u9057\u7559\u548c\u4e0d\u5b8c\u6574\u8bb0\u5f55\u3002\u5173\u952e\u662f\u4f18\u5148\u5904\u7406\u8fdb\u5165\u9ad8\u9891\u6216\u9ad8\u540e\u679c\u4efb\u52a1\u7684\u77e5\u8bc6\u57df\u3002<\/p>\n<p>\u53ef\u4ee5\u4ece\u4e94\u4e2a\u52a8\u4f5c\u5f00\u59cb\uff1a\u6807\u8bb0\u5f53\u524d\u6743\u5a01\u7248\u672c\uff1b\u628a\u88ab\u66ff\u4ee3\u6587\u4ef6\u660e\u786e\u8bbe\u4e3a\u5386\u53f2\uff1b\u4e3a\u7f3a\u5c11\u6240\u6709\u8005\u7684\u8d44\u6599\u6307\u5b9a\u7ef4\u62a4\u4eba\uff1b\u8bb0\u5f55\u590d\u6838\u65e5\u671f\uff1b\u628a\u91cd\u5927\u51b2\u7a81\u516c\u5f00\u5217\u4e3a\u672a\u89e3\u51b3\u95ee\u9898\u3002<\/p>\n<p>\u65e7\u8d44\u6599\u4e0d\u4e00\u5b9a\u5220\u9664\u3002\u5ba1\u8ba1\u3001\u7814\u7a76\u548c\u4e89\u8bae\u5904\u7406\u53ef\u80fd\u9700\u8981\u5386\u53f2\u3002\u7cfb\u7edf\u5e94\u8ba9AI\u77e5\u9053\u5b83\u662f\u5386\u53f2\uff0c\u800c\u4e0d\u662f\u8ba9\u5386\u53f2\u7ee7\u7eed\u5047\u626e\u5f53\u524d\u4e8b\u5b9e\u3002<\/p>\n<h2>\u6587\u6863\u9700\u8981\u8bf4\u660e\u81ea\u8eab\u7684\u7528\u9014\u548c\u9650\u5236<\/h2>\n<p>\u673a\u5668\u5b66\u4e60\u9886\u57df\u63d0\u51fa\u201c\u6570\u636e\u8bf4\u660e\u4e66\u201d\u548c\u201c\u6a21\u578b\u5361\u201d\uff0c\u6b63\u662f\u4e3a\u4e86\u8ba9\u4f7f\u7528\u8005\u77e5\u9053\u4e00\u4e2a\u6570\u636e\u96c6\u6216\u6a21\u578b\u5982\u4f55\u5f62\u6210\u3001\u9002\u7528\u4e8e\u4ec0\u4e48\u3001\u6709\u54ea\u4e9b\u9650\u5236\u3002<\/p>\n<p>\u201cDatasheets for Datasets\u201d\u5efa\u8bae\u8bb0\u5f55\u6570\u636e\u96c6\u7684\u52a8\u673a\u3001\u6784\u6210\u3001\u6536\u96c6\u8fc7\u7a0b\u548c\u5efa\u8bae\u7528\u9014\uff0c\u4ee5\u6539\u5584\u521b\u9020\u8005\u4e0e\u4f7f\u7528\u8005\u4e4b\u95f4\u7684\u6c9f\u901a\u3002<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/datasheets-for-datasets\/\" target=\"_blank\" rel=\"noopener\">Microsoft Research\uff1aDatasheets for Datasets<\/a><\/p>\n<p>\u201cModel Cards\u201d\u5219\u5efa\u8bae\u8bf4\u660e\u6a21\u578b\u7684\u9884\u671f\u7528\u9014\u3001\u8bc4\u6d4b\u6761\u4ef6\u548c\u4e0d\u540c\u7fa4\u4f53\u4e0b\u7684\u8868\u73b0\uff0c\u907f\u514d\u628a\u4e00\u4e2a\u6a21\u578b\u653e\u8fdb\u5e76\u4e0d\u9002\u5408\u7684\u60c5\u5883\u3002<a href=\"https:\/\/research.google\/pubs\/model-cards-for-model-reporting\/\" target=\"_blank\" rel=\"noopener\">Google Research\uff1aModel Cards for Model Reporting<\/a><\/p>\n<p>\u540c\u6837\u601d\u60f3\u53ef\u4ee5\u7528\u4e8e\u7ec4\u7ec7\u77e5\u8bc6\uff1a\u4e00\u5957\u653f\u7b56\u5e93\u4e5f\u9700\u8981\u81ea\u5df1\u7684\u201c\u77e5\u8bc6\u5361\u201d\u3002\u5b83\u5e94\u8bf4\u660e\u8986\u76d6\u8303\u56f4\u3001\u6743\u5a01\u6240\u6709\u8005\u3001\u66f4\u65b0\u65f6\u95f4\u3001\u5141\u8bb8\u7528\u9014\u3001\u5df2\u77e5\u7f3a\u53e3\u548c\u51b2\u7a81\u5904\u7406\u529e\u6cd5\u3002<\/p>\n<h2>\u8bbf\u95ee\u63a7\u5236\u5fc5\u987b\u5728\u68c0\u7d22\u524d\u6210\u7acb<\/h2>\n<p>\u5982\u679c\u4e00\u4e2a\u5458\u5de5\u65e0\u6743\u6253\u5f00\u67d0\u4efd\u4eba\u4e8b\u6587\u4ef6\uff0cAI\u4e5f\u4e0d\u5e94\u56e0\u4e3a\u80fd\u591f\u8bed\u4e49\u68c0\u7d22\u5c31\u628a\u5176\u4e2d\u5185\u5bb9\u5199\u8fdb\u7b54\u6848\u3002\u66f4\u9690\u853d\u7684\u95ee\u9898\u662f\u63a8\u65ad\uff1a\u7cfb\u7edf\u53ef\u80fd\u4ece\u82e5\u5e72\u5141\u8bb8\u8d44\u6599\u4e2d\u63a8\u5bfc\u51fa\u654f\u611f\u4e2a\u4eba\u4fe1\u606f\u3002<\/p>\n<p>OAIC\u6307\u51fa\uff0cAI\u751f\u6210\u6216\u63a8\u65ad\u4e2a\u4eba\u4fe1\u606f\u672c\u8eab\u53ef\u80fd\u6784\u6210\u4e2a\u4eba\u4fe1\u606f\u6536\u96c6\uff0c\u5e76\u8981\u6c42\u7ec4\u7ec7\u8003\u8651\u5fc5\u8981\u6027\u3001\u51c6\u786e\u6027\u548c\u9002\u5f53\u4ea7\u54c1\u9009\u62e9\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>\u6743\u9650\u4e0d\u80fd\u53ea\u5728\u7528\u6237\u6253\u5f00\u539f\u6587\u4ef6\u65f6\u68c0\u67e5\u3002\u68c0\u7d22\u3001\u6458\u8981\u3001\u7f13\u5b58\u3001\u65e5\u5fd7\u548c\u751f\u6210\u8f93\u51fa\u90fd\u5fc5\u987b\u7ee7\u627f\u76f8\u5e94\u8fb9\u754c\u3002\u5426\u5219\uff0cAI\u4f1a\u6210\u4e3a\u7ed5\u8fc7\u539f\u7cfb\u7edf\u6743\u9650\u7684\u81ea\u7136\u8bed\u8a00\u901a\u9053\u3002<\/p>\n<h2>\u77e5\u8bc6\u5e93\u9700\u8981\u6301\u7eed\u7ef4\u62a4\uff0c\u800c\u4e0d\u662f\u4e00\u6b21\u201c\u5bfc\u5165\u201d<\/h2>\n<p>\u63a5\u5165\u5b8c\u6210\u7684\u90a3\u4e00\u5929\uff0c\u77e5\u8bc6\u5e93\u5df2\u7ecf\u5f00\u59cb\u8fc7\u671f\u3002\u653f\u7b56\u4f1a\u66f4\u65b0\uff0c\u8054\u7cfb\u4eba\u4f1a\u6539\u53d8\uff0c\u9879\u76ee\u4f1a\u7ed3\u675f\uff0c\u4f8b\u5916\u4f1a\u88ab\u6279\u51c6\u3002<\/p>\n<p>\u6bcf\u4e2a\u77e5\u8bc6\u57df\u9700\u8981\u4e00\u540d\u5185\u5bb9\u6240\u6709\u8005\u3001\u590d\u6838\u5468\u671f\u548c\u53d8\u66f4\u89e6\u53d1\u3002\u7cfb\u7edf\u8981\u80fd\u53d1\u73b0\u957f\u65f6\u95f4\u672a\u66f4\u65b0\u7684\u6743\u5a01\u8d44\u6599\uff0c\u8bb0\u5f55\u65b0\u7248\u672c\u5f71\u54cd\u4e86\u54ea\u4e9b\u4e0b\u6e38\u56de\u7b54\uff0c\u5e76\u5bf9\u91cd\u5927\u66f4\u65b0\u91cd\u65b0\u8fd0\u884c\u6d4b\u8bd5\u3002<\/p>\n<p>\u82f1\u56fdNCSC\u5b89\u5168AI\u5f00\u53d1\u6307\u5357\u8981\u6c42\u7ec4\u7ec7\u8bc6\u522b\u548c\u7248\u672c\u63a7\u5236\u6a21\u578b\u3001\u6570\u636e\u3001\u63d0\u793a\u3001\u6587\u6863\u548c\u8bc4\u6d4b\u7b49\u8d44\u4ea7\uff0c\u5e76\u80fd\u6062\u590d\u5230\u5df2\u77e5\u826f\u597d\u72b6\u6001\u3002<a href=\"https:\/\/www.ncsc.gov.uk\/collection\/guidelines-secure-ai-system-development\/guidelines\/secure-development\" target=\"_blank\" rel=\"noopener\">NCSC\uff1aSecure 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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.microsoft.com\/en-us\/research\/publication\/datasheets-for-datasets\/\" target=\"_blank\" rel=\"noopener\">Microsoft Research\uff1aDatasheets for Datasets<\/a><\/li>\n<li><a href=\"https:\/\/research.google\/pubs\/model-cards-for-model-reporting\/\" target=\"_blank\" rel=\"noopener\">Google Research\uff1aModel Cards for Model Reporting<\/a><\/li>\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 commercially available AI products<\/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":"Before giving organisational materials to an AI assistant, decide what counts as authoritative knowledge, define boundaries, permissions and upkeep, then 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