{"id":16752,"date":"2026-08-11T23:11:10","date_gmt":"2026-08-11T13:11:10","guid":{"rendered":"https:\/\/geoffreychen.com\/?p=16752"},"modified":"2026-08-11T23:18:52","modified_gmt":"2026-08-11T13:18:52","slug":"what-work-must-not-be-delegated","status":"publish","type":"post","link":"https:\/\/geoffreychen.com\/zh\/what-work-must-not-be-delegated\/","title":{"rendered":"AI\u65f6\u4ee3\uff0c\u54ea\u4e9b\u5de5\u4f5c\u4e0d\u80fd\u88ab\u59d4\u6258\uff1f"},"content":{"rendered":"<\/p>\n<p><em>\u300aAI\u8fdb\u5165\u5de5\u4f5c\u4e4b\u540e\u300b\u00b7 \u7b2c\u4e00\u5b63\u201c\u4ece\u56de\u7b54\u95ee\u9898\u5230\u53c2\u4e0e\u5de5\u4f5c\u201d\u00b7 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href=\"https:\/\/www.icmje.org\/recommendations\/browse\/artificial-intelligence\/ai-use-by-authors.html\" target=\"_blank\" rel=\"noopener\">ICMJE\uff1a\u300aUse of AI by Authors\u300b<\/a><\/p>\n<p>\u8fd9\u4e2a\u4f8b\u5b50\u63ed\u793a\u4e86\u4e00\u6761\u66f4\u666e\u904d\u7684\u539f\u5219\uff1a\u67d0\u9879\u5de5\u4f5c\u53ef\u4ee5\u5305\u542b\u5927\u91cf\u53ef\u81ea\u52a8\u5316\u8d21\u732e\uff0c\u4f46\u6700\u7ec8\u8eab\u4efd\u5f80\u5f80\u4e0e\u8d23\u4efb\u80fd\u529b\u8fde\u63a5\uff0c\u800c\u4e0d\u662f\u4e0e\u5b57\u6570\u3001\u6b65\u9aa4\u6216\u8ba1\u7b97\u91cf\u8fde\u63a5\u3002<\/p>\n<h2>\u7b2c\u4e00\u7c7b\u4e0d\u80fd\u6574\u4f53\u59d4\u6258\u7684\u5de5\u4f5c\uff1a\u51b3\u5b9a\u76ee\u6807<\/h2>\n<p>AI\u53ef\u4ee5\u5728\u7ed9\u5b9a\u76ee\u6807\u4e0b\u5bfb\u627e\u65b9\u6848\uff0c\u5374\u4e0d\u80fd\u4ec5\u51ed\u8ba1\u7b97\u51b3\u5b9a\u7ec4\u7ec7\u5e94\u5f53\u8ffd\u6c42\u4ec0\u4e48\u3002<\/p>\n<p>\u201c\u6700\u5927\u5316\u5ba2\u6237\u6ee1\u610f\u5ea6\u201d\u542c\u8d77\u6765\u6e05\u695a\uff0c\u4f46\u662f\u5426\u5141\u8bb8\u727a\u7272\u5458\u5de5\u4f11\u606f\uff1f\u201c\u51cf\u5c11\u533b\u9662\u7b49\u5f85\u65f6\u95f4\u201d\u662f\u5426\u53ef\u4ee5\u4f18\u5148\u5904\u7406\u5bb9\u6613\u5b8c\u6210\u7684\u75c5\u4f8b\uff1f\u201c\u63d0\u9ad8\u6587\u7ae0\u8bbf\u95ee\u91cf\u201d\u662f\u5426\u5141\u8bb8\u5938\u5927\u6807\u9898\uff1f\u76ee\u6807\u4e00\u65e6\u8fdb\u5165\u7cfb\u7edf\uff0c\u5c31\u5df2\u7ecf\u5305\u542b\u4ef7\u503c\u9009\u62e9\u548c\u5229\u76ca\u5206\u914d\u3002<\/p>\n<p>\u6a21\u578b\u53ef\u4ee5\u5e2e\u52a9\u63ed\u793a\u76ee\u6807\u4e4b\u95f4\u7684\u51b2\u7a81\uff0c\u6a21\u62df\u4e0d\u540c\u6743\u91cd\uff0c\u5c55\u793a\u8c01\u5f97\u5230\u597d\u5904\u3001\u8c01\u627f\u62c5\u6210\u672c\u3002\u5b83\u751a\u81f3\u53ef\u80fd\u6bd4\u7ba1\u7406\u8005\u66f4\u4e00\u81f4\u5730\u6267\u884c\u9009\u5b9a\u6807\u51c6\u3002\u4f46\u6807\u51c6\u4e3a\u4ec0\u4e48\u6b63\u5f53\uff0c\u4e0d\u80fd\u7531\u201c\u7cfb\u7edf\u8ba4\u4e3a\u6700\u4f73\u201d\u5faa\u73af\u8bc1\u660e\u3002<\/p>\n<p>\u51b3\u5b9a\u76ee\u6807\u7684\u4eba\u5fc5\u987b\u80fd\u591f\u542c\u53d6\u53d7\u5230\u5f71\u54cd\u8005\u7684\u610f\u89c1\uff0c\u8bf4\u660e\u53d6\u820d\uff0c\u5e76\u5728\u6761\u4ef6\u53d8\u5316\u65f6\u4fee\u6539\u76ee\u6807\u3002\u76ee\u6807\u8bbe\u5b9a\u53ef\u4ee5\u5f97\u5230AI\u8f85\u52a9\uff0c\u4e0d\u80fd\u7531AI\u81ea\u884c\u6388\u6743\u3002<\/p>\n<h2>\u7b2c\u4e8c\u7c7b\uff1a\u51b3\u5b9a\u4ec0\u4e48\u98ce\u9669\u53ef\u4ee5\u7531\u8c01\u627f\u62c5<\/h2>\n<p>\u540c\u4e00\u4e2a\u9519\u8bef\u6982\u7387\uff0c\u5728\u4e0d\u540c\u573a\u666f\u4e2d\u610f\u4e49\u4e0d\u540c\u3002AI\u628a\u5185\u90e8\u4f1a\u8bae\u6458\u8981\u5199\u9519\u4e00\u53e5\uff0c\u901a\u5e38\u53ef\u4ee5\u91cd\u505a\uff1b\u628a\u836f\u7269\u5242\u91cf\u3001\u4ed8\u6b3e\u5bf9\u8c61\u6216\u6cd5\u5f8b\u671f\u9650\u5199\u9519\uff0c\u540e\u679c\u53ef\u80fd\u96be\u4ee5\u64a4\u56de\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u662f\u5426\u90e8\u7f72AI\u4e0d\u80fd\u53ea\u770b\u5e73\u5747\u51c6\u786e\u7387\u3002\u8fd8\u8981\u5224\u65ad\u9519\u8bef\u843d\u5728\u8c01\u8eab\u4e0a\u3001\u80fd\u5426\u53d1\u73b0\u3001\u662f\u5426\u53ef\u9006\u3001\u6709\u6ca1\u6709\u8865\u6551\uff0c\u4ee5\u53ca\u53d7\u5f71\u54cd\u8005\u662f\u5426\u6709\u9009\u62e9\u3002<\/p>\n<p>\u7f8e\u56fd\u56fd\u5bb6\u6807\u51c6\u4e0e\u6280\u672f\u7814\u7a76\u9662\u7684AI\u98ce\u9669\u7ba1\u7406\u6846\u67b6\u8981\u6c42\u7ec4\u7ec7\u5728\u5b9e\u9645\u60c5\u5883\u4e2d\u6cbb\u7406\u3001\u6620\u5c04\u3001\u6d4b\u91cf\u548c\u7ba1\u7406\u98ce\u9669\uff0c\u5e76\u660e\u786e\u9886\u5bfc\u5c42\u3001\u56e2\u961f\u548c\u4eba\u673a\u914d\u7f6e\u4e2d\u7684\u8d23\u4efb\u3002<a href=\"https:\/\/www.nist.gov\/publications\/artificial-intelligence-risk-management-framework-ai-rmf-10\" target=\"_blank\" rel=\"noopener\">NIST\uff1a\u300aArtificial Intelligence Risk Management Framework 1.0\u300b<\/a><\/p>\n<p>\u6a21\u578b\u53ef\u4ee5\u4f30\u8ba1\u98ce\u9669\uff0c\u5374\u4e0d\u80fd\u4ee3\u8868\u53ef\u80fd\u53d7\u4f24\u5bb3\u7684\u4eba\u540c\u610f\u627f\u62c5\u98ce\u9669\u3002\u63a5\u53d7\u98ce\u9669\u662f\u4e00\u9879\u7ec4\u7ec7\u51b3\u5b9a\uff0c\u4e5f\u53ef\u80fd\u662f\u4e00\u9879\u6cd5\u5f8b\u548c\u4f26\u7406\u4e49\u52a1\u3002<\/p>\n<h2>\u7b2c\u4e09\u7c7b\uff1a\u5bf9\u4eba\u7684\u6743\u5229\u4f5c\u51fa\u6700\u7ec8\u5904\u7f6e<\/h2>\n<p>\u5f53AI\u53c2\u4e0e\u62db\u8058\u3001\u4fe1\u8d37\u3001\u533b\u7597\u3001\u6559\u80b2\u3001\u798f\u5229\u3001\u6267\u6cd5\u6216\u53f8\u6cd5\uff0c\u7ed3\u679c\u53ef\u80fd\u6539\u53d8\u673a\u4f1a\u3001\u6536\u5165\u3001\u6cbb\u7597\u548c\u81ea\u7531\u3002<\/p>\n<p>\u5728\u8fd9\u4e9b\u9886\u57df\uff0c\u4fdd\u7559\u4eba\u7c7b\u89d2\u8272\u4e0d\u80fd\u53ea\u662f\u8bbe\u7f6e\u4e00\u4e2a\u6279\u51c6\u6309\u94ae\u3002\u771f\u6b63\u7684\u76d1\u7763\u8005\u9700\u8981\u7406\u89e3\u7cfb\u7edf\u80fd\u529b\u548c\u9650\u5236\uff0c\u83b7\u5f97\u76f8\u5173\u8bc1\u636e\uff0c\u8b66\u60d5\u81ea\u52a8\u5316\u504f\u89c1\uff0c\u6709\u6743\u5ffd\u7565\u6216\u63a8\u7ffb\u8f93\u51fa\uff0c\u5e76\u80fd\u5b89\u5168\u505c\u6b62\u7cfb\u7edf\u3002\u6b27\u76df\u300a\u4eba\u5de5\u667a\u80fd\u6cd5\u300b\u7b2c14\u6761\u5bf9\u9ad8\u98ce\u9669\u7cfb\u7edf\u7684\u4eba\u7c7b\u76d1\u7763\u6b63\u63d0\u51fa\u4e86\u8fd9\u7c7b\u8981\u6c42\u3002<a href=\"https:\/\/ai-act-service-desk.ec.europa.eu\/en\/ai-act\/article-14\" target=\"_blank\" rel=\"noopener\">EU AI Act\uff1aArticle 14\u2014Human oversight<\/a><\/p>\n<p>\u4e3a\u4ec0\u4e48\u8fd9\u4e9b\u5de5\u4f5c\u4e0d\u80fd\u5b8c\u5168\u59d4\u6258\uff1f\u4e00\u65b9\u9762\uff0c\u6a21\u578b\u53ef\u80fd\u5728\u7fa4\u4f53\u3001\u8fb9\u7f18\u6848\u4f8b\u548c\u65b0\u60c5\u5883\u4e2d\u5931\u6548\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u6743\u5229\u51b3\u5b9a\u9700\u8981\u7a0b\u5e8f\uff1a\u5f53\u4e8b\u4eba\u5e94\u77e5\u9053\u7406\u7531\u3001\u8865\u5145\u6750\u6599\u3001\u6307\u51fa\u9519\u8bef\u5e76\u5bfb\u6c42\u590d\u6838\u3002<\/p>\n<p>\u4e00\u4e2a\u6982\u7387\u8f93\u51fa\u6ca1\u6709\u80fd\u529b\u542c\u53d6\u7533\u8bc9\u3002\u7ec4\u7ec7\u53ef\u4ee5\u7528AI\u6574\u7406\u8bc1\u636e\u6216\u53d1\u73b0\u4e00\u81f4\u6027\u95ee\u9898\uff0c\u4f46\u5fc5\u987b\u7531\u6709\u8d44\u683c\u3001\u6709\u6743\u9650\u5e76\u80fd\u591f\u89e3\u91ca\u548c\u7ea0\u9519\u7684\u4e3b\u4f53\u4f5c\u51fa\u6700\u7ec8\u5904\u7f6e\u3002<\/p>\n<h2>\u7b2c\u56db\u7c7b\uff1a\u7ed9\u4e88\u540c\u610f\u3001\u5bbd\u6055\u4e0e\u4f8b\u5916<\/h2>\n<p>\u89c4\u5219\u80fd\u591f\u5904\u7406\u4e00\u822c\u60c5\u51b5\uff0c\u73b0\u5b9e\u5374\u4e0d\u65ad\u51fa\u73b0\u4f8b\u5916\u3002<\/p>\n<p>\u4e00\u540d\u5458\u5de5\u6ca1\u6709\u6309\u65f6\u63d0\u4ea4\u6750\u6599\uff0c\u7cfb\u7edf\u53ef\u4ee5\u786e\u8ba4\u903e\u671f\uff1b\u662f\u5426\u56e0\u7a81\u53d1\u7167\u62a4\u8d23\u4efb\u7ed9\u4e88\u5ef6\u671f\uff0c\u9700\u8981\u5224\u65ad\u5236\u5ea6\u76ee\u7684\u4e0e\u5177\u4f53\u5904\u5883\u3002\u4e00\u540d\u5ba2\u6237\u8fdd\u53cd\u81ea\u52a8\u7eed\u7ea6\u6761\u4ef6\uff0c\u7cfb\u7edf\u53ef\u4ee5\u8ba1\u7b97\u8d39\u7528\uff1b\u662f\u5426\u5728\u8bef\u5bfc\u6216\u56f0\u96be\u60c5\u5f62\u4e0b\u51cf\u514d\uff0c\u9700\u8981\u6709\u4eba\u5224\u65ad\u5173\u7cfb\u3001\u516c\u5e73\u548c\u58f0\u8a89\u3002<\/p>\n<p>AI\u53ef\u4ee5\u5bfb\u627e\u7c7b\u4f3c\u6848\u4f8b\uff0c\u63d0\u9192\u4e00\u81f4\u6027\u98ce\u9669\uff0c\u5e76\u6307\u51fa\u4f8b\u5916\u53ef\u80fd\u88ab\u6ee5\u7528\u3002\u4f46\u7ed9\u4e88\u4f8b\u5916\u4e0d\u53ea\u662f\u9884\u6d4b\u8fc7\u53bb\u7684\u4eba\u4f1a\u600e\u4e48\u505a\u3002\u5b83\u662f\u5728\u5f53\u524d\u60c5\u5883\u4e0b\u627f\u62c5\u201c\u8fd9\u6b21\u5e94\u5f53\u4e0d\u540c\u201d\u7684\u7406\u7531\u3002<\/p>\n<p>\u540c\u610f\u4e5f\u4e00\u6837\u3002AI\u53ef\u4ee5\u6839\u636e\u65e5\u5386\u63a8\u6d4b\u4e00\u4e2a\u4eba\u6709\u7a7a\uff0c\u5374\u4e0d\u80fd\u56e0\u6b64\u63a5\u53d7\u9080\u8bf7\uff1b\u53ef\u4ee5\u6839\u636e\u8fc7\u53bb\u504f\u597d\u63a8\u8350\u533b\u7597\u65b9\u6848\uff0c\u5374\u4e0d\u80fd\u66ff\u60a3\u8005\u540c\u610f\u6cbb\u7597\u3002\u4eba\u7684\u6c89\u9ed8\u3001\u5386\u53f2\u884c\u4e3a\u548c\u6a21\u578b\u9884\u6d4b\u90fd\u4e0d\u81ea\u52a8\u6784\u6210\u5f53\u524d\u6388\u6743\u3002<\/p>\n<h2>\u7b2c\u4e94\u7c7b\uff1a\u4f5c\u51fa\u516c\u5171\u627f\u8bfa<\/h2>\n<p>\u7b7e\u7f72\u5408\u540c\u3001\u53d1\u5e03\u6587\u7ae0\u3001\u5ba3\u5e03\u653f\u7b56\u3001\u63d0\u4ea4\u8d22\u52a1\u62a5\u8868\u6216\u5411\u5ba2\u6237\u627f\u8bfa\uff0c\u90fd\u4f1a\u628a\u67d0\u4e2a\u4e3b\u4f53\u4e0e\u7ed3\u679c\u8fde\u63a5\u8d77\u6765\u3002<\/p>\n<p>AI\u53ef\u4ee5\u8d77\u8349\u3001\u5206\u6790\u5e76\u68c0\u67e5\u8fd9\u4e9b\u5185\u5bb9\uff0c\u4f46\u6700\u540e\u5fc5\u987b\u6709\u81ea\u7136\u4eba\u6216\u6cd5\u5f8b\u5b9e\u4f53\u660e\u786e\u91c7\u7528\u3002\u8fd9\u4e2a\u6b65\u9aa4\u4e0d\u662f\u5f62\u5f0f\u4e3b\u4e49\u3002\u5b83\u544a\u8bc9\u5176\u4ed6\u4eba\uff1a\u5982\u679c\u5185\u5bb9\u9519\u8bef\uff0c\u6709\u4e00\u4e2a\u80fd\u591f\u88ab\u8054\u7cfb\u3001\u8d28\u7591\u3001\u8981\u6c42\u89e3\u91ca\u548c\u8ffd\u7a76\u7684\u4e3b\u4f53\u3002<\/p>\n<p>\u6fb3\u5927\u5229\u4e9a\u653f\u5e9c\u300a\u8d1f\u8d23\u4efb\u4f7f\u7528AI\u653f\u7b56\u300b2.0\u7248\u8981\u6c42\u9002\u7528\u673a\u6784\u8bbe\u7f6e\u8d1f\u8d23\u5b98\u5458\uff0c\u5e76\u4e3a\u5177\u4f53AI\u7528\u4f8b\u5efa\u7acb\u8d23\u4efb\u3001\u767b\u8bb0\u3001\u5f71\u54cd\u8bc4\u4f30\u548c\u57f9\u8bad\u673a\u5236\u3002<a href=\"https:\/\/www.digital.gov.au\/ai\/ai-in-government-policy\" target=\"_blank\" rel=\"noopener\">Australian Government\uff1a\u300aPolicy for the responsible use of AI in government\u300b<\/a><\/p>\n<p>\u8fd9\u7c7b\u5236\u5ea6\u5b89\u6392\u7684\u91cd\u70b9\uff0c\u4e0d\u662f\u8981\u6c42\u8d1f\u8d23\u4eba\u4eb2\u81ea\u5b8c\u6210\u6240\u6709\u6280\u672f\u5de5\u4f5c\uff0c\u800c\u662f\u9632\u6b62\u516c\u5171\u673a\u6784\u628aAI\u4f7f\u7528\u53d8\u6210\u65e0\u4eba\u80fd\u591f\u5b8c\u6574\u89e3\u91ca\u548c\u8d1f\u8d23\u7684\u5206\u6563\u8fc7\u7a0b\u3002<\/p>\n<h2>\u7b2c\u516d\u7c7b\uff1a\u51b3\u5b9a\u4f55\u65f6\u505c\u6b62\u4f7f\u7528AI<\/h2>\n<p>\u7ec4\u7ec7\u5e38\u8ba4\u771f\u8ba8\u8bba\u600e\u6837\u5f15\u5165AI\uff0c\u5374\u5f88\u5c11\u9884\u5148\u51b3\u5b9a\u4f55\u65f6\u5e94\u8be5\u6682\u505c\u6216\u9000\u51fa\u3002<\/p>\n<p>\u7cfb\u7edf\u53ef\u80fd\u5728\u4e0a\u7ebf\u65f6\u6709\u6548\uff0c\u540e\u6765\u56e0\u6570\u636e\u3001\u7528\u6237\u884c\u4e3a\u3001\u6a21\u578b\u7248\u672c\u6216\u653f\u7b56\u73af\u5883\u6539\u53d8\u800c\u4e0d\u518d\u9002\u5408\u3002\u4f9b\u5e94\u5546\u53ef\u4ee5\u66f4\u6362\u6a21\u578b\uff0c\u77e5\u8bc6\u5e93\u4f1a\u79ef\u7d2f\u9519\u8bef\uff0c\u5458\u5de5\u53ef\u80fd\u9010\u6e10\u4f9d\u8d56\u81ea\u52a8\u5efa\u8bae\u800c\u5931\u53bb\u590d\u6838\u80fd\u529b\u3002<\/p>\n<p>\u51b3\u5b9a\u505c\u6b62\u9700\u8981\u627f\u8ba4\u65e2\u6709\u6295\u8d44\u53ef\u80fd\u5931\u8d25\uff0c\u4e5f\u53ef\u80fd\u610f\u5473\u7740\u77ed\u671f\u6548\u7387\u4e0b\u964d\u3002AI\u4e0d\u80fd\u81ea\u884c\u627f\u62c5\u8fd9\u79cd\u7ec4\u7ec7\u6210\u672c\uff0c\u56e0\u6b64\u4e0d\u80fd\u72ec\u81ea\u51b3\u5b9a\u81ea\u5df1\u4ecd\u503c\u5f97\u7ee7\u7eed\u4f7f\u7528\u3002<\/p>\n<p>\u9000\u51fa\u6761\u4ef6\u5e94\u5728\u90e8\u7f72\u524d\u786e\u5b9a\uff1a\u9519\u8bef\u7387\u6216\u6295\u8bc9\u8fbe\u5230\u4ec0\u4e48\u7a0b\u5ea6\u5fc5\u987b\u6682\u505c\uff0c\u54ea\u4e9b\u4e8b\u4ef6\u9700\u8981\u91cd\u65b0\u8bc4\u4f30\uff0c\u8c01\u6709\u6743\u505c\u7528\uff0c\u65e7\u8bb0\u5f55\u600e\u6837\u4fdd\u5b58\uff0c\u53d7\u5f71\u54cd\u8005\u600e\u6837\u83b7\u5f97\u8865\u6551\u3002<\/p>\n<p>\u80fd\u591f\u505c\u6b62\uff0c\u662f\u76d1\u7763\u6743\u771f\u5b9e\u5b58\u5728\u7684\u8bc1\u660e\u3002<\/p>\n<h2>\u54ea\u4e9b\u5de5\u4f5c\u7279\u522b\u9002\u5408\u59d4\u6258<\/h2>\n<p>\u5f3a\u8c03\u4e0d\u53ef\u59d4\u6258\u7684\u90e8\u5206\uff0c\u4e0d\u5e94\u628a\u4eba\u7559\u5728\u6240\u6709\u673a\u68b0\u6b65\u9aa4\u4e2d\u3002<\/p>\n<p>AI\u7279\u522b\u9002\u5408\u627f\u62c5\u5177\u6709\u4ee5\u4e0b\u7279\u5f81\u7684\u5de5\u4f5c\uff1a<\/p>\n<ul>\n<li>\u76ee\u6807\u6e05\u695a\uff0c\u5b8c\u6210\u6807\u51c6\u53ef\u6d4b\u8bd5\uff1b<\/li>\n<li>\u8f93\u5165\u6765\u6e90\u660e\u786e\uff0c\u6240\u9700\u4e0a\u4e0b\u6587\u53ef\u63a7\u5236\uff1b<\/li>\n<li>\u9519\u8bef\u5bb9\u6613\u53d1\u73b0\uff0c\u7ed3\u679c\u53ef\u4ee5\u64a4\u56de\uff1b<\/li>\n<li>\u4efb\u52a1\u91cd\u590d\uff0c\u4eba\u5de5\u52b3\u52a8\u4e3b\u8981\u662f\u641c\u7d22\u3001\u8f6c\u6362\u6216\u6574\u7406\uff1b<\/li>\n<li>\u6743\u9650\u53ef\u4ee5\u88ab\u9650\u5236\u5728\u6c99\u76d2\u3001\u8349\u7a3f\u6216\u53ea\u8bfb\u73af\u5883\uff1b<\/li>\n<li>\u5931\u8d25\u4e0d\u4f1a\u7acb\u5373\u6539\u53d8\u4ed6\u4eba\u7684\u6743\u5229\u548c\u91cd\u5927\u5229\u76ca\u3002<\/li>\n<\/ul>\n<p>\u4f8b\u5982\uff0c\u751f\u6210\u5019\u9009\u7ed3\u6784\u3001\u6bd4\u8f83\u6587\u4ef6\u7248\u672c\u3001\u63d0\u53d6\u5b57\u6bb5\u3001\u521b\u5efa\u6d4b\u8bd5\u3001\u6574\u7406\u516c\u5f00\u8d44\u6599\u548c\u51c6\u5907\u8349\u7a3f\uff0c\u5f80\u5f80\u53ef\u4ee5\u8f83\u591a\u59d4\u6258\u3002\u5373\u4f7f\u5982\u6b64\uff0c\u4efb\u52a1\u8fdb\u5165\u6b63\u5f0f\u7cfb\u7edf\u524d\u4ecd\u9700\u8981\u76f8\u79f0\u9a8c\u8bc1\u3002<\/p>\n<p>\u59d4\u6258\u7684\u76ee\u6807\u4e0d\u662f\u575a\u6301\u4eba\u505a\u673a\u5668\u4e5f\u80fd\u53ef\u9760\u5b8c\u6210\u7684\u6b65\u9aa4\uff0c\u800c\u662f\u628a\u4eba\u7684\u6ce8\u610f\u529b\u4fdd\u7559\u7ed9\u76ee\u6807\u3001\u4f8b\u5916\u3001\u6743\u5229\u3001\u627f\u8bfa\u548c\u8865\u6551\u3002<\/p>\n<h2>\u201c\u4eba\u7c7b\u6700\u7ec8\u8d1f\u8d23\u201d\u5fc5\u987b\u53d8\u6210\u5177\u4f53\u7ed3\u6784<\/h2>\n<p>\u8fd9\u53e5\u8bdd\u7ecf\u5e38\u6b63\u786e\uff0c\u5374\u8fc7\u4e8e\u7a7a\u6cdb\u3002<\/p>\n<p>\u5982\u679c\u4eba\u8981\u6700\u7ec8\u8d1f\u8d23\uff0c\u81f3\u5c11\u8981\u56de\u7b54\uff1a<\/p>\n<ul>\n<li>\u54ea\u4e00\u4e2a\u4eba\u6216\u673a\u6784\uff1b<\/li>\n<li>\u5bf9\u54ea\u4e00\u79cd\u7ed3\u679c\uff1b<\/li>\n<li>\u5728\u6d41\u7a0b\u7684\u54ea\u4e2a\u65f6\u70b9\uff1b<\/li>\n<li>\u80fd\u770b\u5230\u54ea\u4e9b\u8bc1\u636e\uff1b<\/li>\n<li>\u6709\u4ec0\u4e48\u505c\u6b62\u548c\u63a8\u7ffb\u6743\u9650\uff1b<\/li>\n<li>\u9519\u8bef\u540e\u80fd\u63d0\u4f9b\u4ec0\u4e48\u8865\u6551\u3002<\/li>\n<\/ul>\n<p>\u6ca1\u6709\u8fd9\u4e9b\u6761\u4ef6\uff0c\u8d23\u4efb\u53ea\u662f\u4e8b\u540e\u5f52\u8d23\u3002\u4e00\u4e2a\u57fa\u5c42\u5458\u5de5\u9762\u5bf9\u5927\u91cfAI\u7ed3\u679c\uff0c\u6ca1\u6709\u65f6\u95f4\u548c\u4fe1\u606f\uff0c\u5374\u88ab\u8981\u6c42\u70b9\u51fb\u6279\u51c6\uff0c\u4e0d\u80fd\u7b97\u6709\u6548\u627f\u62c5\u3002\u771f\u6b63\u8d23\u4efb\u5fc5\u987b\u4e0e\u77e5\u8bc6\u3001\u8d44\u6e90\u548c\u6743\u529b\u76f8\u5339\u914d\u3002<\/p>\n<p>OECD\u7684AI\u539f\u5219\u628a\u4eba\u672c\u4ef7\u503c\u3001\u516c\u5e73\u3001\u900f\u660e\u3001\u5b89\u5168\u548c\u95ee\u8d23\u8fde\u63a5\u8d77\u6765\uff0c\u5e76\u660e\u786e\u6307\u51fa\u5f00\u53d1\u3001\u90e8\u7f72\u548c\u8fd0\u884cAI\u7684\u7ec4\u7ec7\u4e0e\u4e2a\u4eba\u5e94\u5bf9\u7cfb\u7edf\u7684\u9002\u5f53\u8fd0\u884c\u8d1f\u8d23\u3002<a href=\"https:\/\/oecd.ai\/en\/dashboards\/ai-principles\/P9\" target=\"_blank\" rel=\"noopener\">OECD.AI\uff1a\u300aAccountability\u300b<\/a><\/p>\n<p>\u8fd9\u5e76\u4e0d\u610f\u5473\u7740\u4e00\u4e2a\u4eba\u9700\u8981\u7406\u89e3\u6a21\u578b\u6240\u6709\u5185\u90e8\u8ba1\u7b97\u3002\u73b0\u4ee3\u7ec4\u7ec7\u672c\u6765\u5c31\u4f9d\u9760\u65e0\u4eba\u638c\u63e1\u5168\u8c8c\u7684\u6280\u672f\u548c\u5236\u5ea6\u5de5\u4f5c\u3002\u4f46\u8d23\u4efb\u4eba\u5fc5\u987b\u7406\u89e3\u8db3\u4ee5\u4f5c\u51fa\u51b3\u5b9a\u7684\u8bc1\u636e\u3001\u9650\u5236\u548c\u540e\u679c\uff0c\u5e76\u80fd\u591f\u8c03\u52a8\u7cfb\u7edf\u4e2d\u7684\u5176\u4ed6\u4e13\u4e1a\u89d2\u8272\u3002<\/p>\n<h2>\u4eba\u7684\u201c\u5269\u4f59\u201d\u4e0d\u662f\u4e00\u9879\u673a\u5668\u6c38\u8fdc\u5b66\u4e0d\u4f1a\u7684\u6280\u80fd<\/h2>\n<p>\u8ba8\u8bbaAI\u4e0e\u4eba\u7c7b\u5de5\u4f5c\u65f6\uff0c\u4eba\u4eec\u5e38\u8bd5\u56fe\u5bfb\u627e\u4e00\u9879\u6c38\u8fdc\u5c5e\u4e8e\u4eba\u7684\u80fd\u529b\uff1a\u521b\u9020\u529b\u3001\u540c\u7406\u5fc3\u3001\u76f4\u89c9\u3001\u5e38\u8bc6\u6216\u610f\u8bc6\u3002<\/p>\n<p>\u8fd9\u79cd\u7b56\u7565\u5e76\u4e0d\u7a33\u56fa\u3002AI\u53ef\u80fd\u5728\u67d0\u4e9b\u521b\u9020\u4efb\u52a1\u4e0a\u8868\u73b0\u5f88\u597d\uff0c\u4e5f\u80fd\u751f\u6210\u5177\u6709\u540c\u7406\u8bed\u6c14\u7684\u56de\u7b54\u3002\u628a\u4eba\u7684\u5730\u4f4d\u5efa\u7acb\u5728\u4e00\u9879\u673a\u5668\u6c38\u8fdc\u505a\u4e0d\u5230\u7684\u6280\u80fd\u4e0a\uff0c\u4f1a\u968f\u7740\u6280\u672f\u53d8\u5316\u4e0d\u65ad\u540e\u9000\u3002<\/p>\n<p>\u66f4\u7a33\u5b9a\u7684\u533a\u522b\u4e0d\u5728\u80fd\u529b\u6bd4\u8d5b\uff0c\u800c\u5728\u627f\u8bfa\u4f4d\u7f6e\u3002<\/p>\n<p>\u4e00\u4e2a\u7cfb\u7edf\u53ef\u4ee5\u4ea7\u751f\u5efa\u8bae\uff0c\u5374\u4e0d\u56e0\u6b64\u6210\u4e3a\u6388\u6743\u8005\uff1b\u53ef\u4ee5\u9884\u6d4b\u540e\u679c\uff0c\u5374\u4e0d\u56e0\u6b64\u6210\u4e3a\u63a5\u53d7\u98ce\u9669\u7684\u4eba\uff1b\u53ef\u4ee5\u751f\u6210\u9053\u6b49\uff0c\u5374\u4e0d\u56e0\u6b64\u6210\u4e3a\u9700\u8981\u8865\u507f\u53d7\u5bb3\u8005\u7684\u673a\u6784\u3002<\/p>\n<p>\u4eba\u7684\u5269\u4f59\u5e76\u4e0d\u662f\u201c\u673a\u5668\u505a\u5b8c\u4ee5\u540e\u5269\u4e0b\u7684\u6742\u52a1\u201d\u3002\u5b83\u662f\u90a3\u4e00\u4e2a\u5fc5\u987b\u8bf4\u201c\u6211\u4eec\u51b3\u5b9a\u8fd9\u6837\u505a\uff0c\u5e76\u613f\u610f\u4e3a\u7406\u7531\u548c\u540e\u679c\u8d1f\u8d23\u201d\u7684\u4f4d\u7f6e\u3002<\/p>\n<h2>\u7ed3\u8bba\uff1a\u4e0d\u80fd\u59d4\u6258\u7684\u662f\u51b3\u5b9a\u7684\u6b63\u5f53\u6027\u4e0e\u540e\u679c<\/h2>\n<p>\u672c\u5b63\u4ece\u4e00\u4e2a\u7b80\u5355\u533a\u522b\u5f00\u59cb\uff1aAI\u56de\u7b54\u95ee\u9898\uff0c\u4e0eAI\u8fdb\u5165\u5de5\u4f5c\u4e0d\u662f\u540c\u4e00\u4ef6\u4e8b\u3002\u968f\u540e\u6211\u4eec\u770b\u5230\uff0cAI\u9700\u8981\u4e0a\u4e0b\u6587\uff0c\u7b2c\u4e00\u7a3f\u9700\u8981\u4f5c\u8005\uff0c\u8bb0\u5fc6\u9700\u8981\u6b63\u5f0f\u8bb0\u5f55\uff0c\u7814\u7a76\u9700\u8981\u8bc1\u636e\u5224\u65ad\uff0c\u751f\u6210\u9700\u8981\u9a8c\u8bc1\uff0c\u4ee3\u7801\u9700\u8981\u7cfb\u7edf\u8d23\u4efb\uff0c\u4ee3\u7406\u9700\u8981\u63a7\u5236\uff0c\u591a\u4eba\u534f\u4f5c\u9700\u8981\u5171\u540c\u4e8b\u5b9e\uff0c\u4e2a\u4ebaAI\u9700\u8981\u6388\u6743\u3002<\/p>\n<p>\u8fd9\u4e9b\u95ee\u9898\u6700\u7ec8\u6c47\u805a\u5230\u540c\u4e00\u6761\u8fb9\u754c\uff1a\u529f\u80fd\u53ef\u4ee5\u88ab\u5e7f\u6cdb\u59d4\u6258\uff0c\u8d23\u4efb\u4e0d\u80fd\u56e0\u4e3a\u529f\u80fd\u59d4\u6258\u800c\u6d88\u5931\u3002<\/p>\n<p>AI\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u5b9a\u4e49\u95ee\u9898\u3001\u53d1\u73b0\u9009\u62e9\u3001\u9884\u6d4b\u98ce\u9669\u3001\u8d77\u8349\u5185\u5bb9\u3001\u6267\u884c\u6b65\u9aa4\u548c\u68c0\u67e5\u7ed3\u679c\u3002\u968f\u7740\u80fd\u529b\u63d0\u9ad8\uff0c\u53ef\u4ee5\u59d4\u6258\u7684\u8303\u56f4\u8fd8\u4f1a\u6269\u5927\u3002\u4f46\u4ee5\u4e0b\u5de5\u4f5c\u4e0d\u80fd\u6574\u4f53\u4ea4\u7ed9AI\uff1a\u51b3\u5b9a\u76ee\u6807\u3001\u63a5\u53d7\u98ce\u9669\u3001\u5904\u7f6e\u6743\u5229\u3001\u7ed9\u4e88\u4f8b\u5916\u3001\u4f5c\u51fa\u516c\u5171\u627f\u8bfa\u3001\u627f\u62c5\u8865\u6551\uff0c\u4ee5\u53ca\u51b3\u5b9a\u4f55\u65f6\u505c\u6b62\u7cfb\u7edf\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u7b2c\u4e00\u5b63\u53ef\u4ee5\u7528\u4e00\u53e5\u8bdd\u6536\u675f\uff1a<\/p>\n<blockquote>\n<p>AI\u80fd\u591f\u627f\u62c5\u8d8a\u6765\u8d8a\u591a\u7684\u5de5\u4f5c\u6b65\u9aa4\uff1b\u4eba\u548c\u7ec4\u7ec7\u4ecd\u5fc5\u987b\u4fdd\u7559\u5bf9\u76ee\u6807\u3001\u6388\u6743\u3001\u6b63\u5f0f\u91c7\u7528\u548c\u540e\u679c\u7684\u6700\u7ec8\u627f\u8bfa\u3002<\/p>\n<\/blockquote>\n<p>\u8fd9\u4e0d\u662f\u4e3a\u4e86\u5728\u4eba\u7c7b\u4e0eAI\u4e4b\u95f4\u5212\u51fa\u4e0d\u53ef\u6539\u53d8\u7684\u80fd\u529b\u8fb9\u754c\uff0c\u800c\u662f\u4e3a\u4e86\u8ba9\u59d4\u6258\u672c\u8eab\u4fdd\u6301\u6b63\u5f53\u3002\u53ea\u6709\u5f53\u6709\u4eba\u80fd\u591f\u89e3\u91ca\u4e3a\u4ec0\u4e48\u59d4\u6258\u3001\u68c0\u67e5\u59d4\u6258\u7ed3\u679c\u5e76\u7ea0\u6b63\u59d4\u6258\u9020\u6210\u7684\u4f24\u5bb3\uff0cAI\u7684\u80fd\u529b\u624d\u771f\u6b63\u8fdb\u5165\u5de5\u4f5c\uff0c\u800c\u4e0d\u662f\u8ba9\u5de5\u4f5c\u8fdb\u5165\u65e0\u4eba\u8d1f\u8d23\u7684\u72b6\u6001\u3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href=\"https:\/\/www.nist.gov\/publications\/artificial-intelligence-risk-management-framework-ai-rmf-10\" target=\"_blank\" rel=\"noopener\">NIST\uff1aArtificial Intelligence Risk Management Framework 1.0<\/a><\/li>\n<li><a href=\"https:\/\/ai-act-service-desk.ec.europa.eu\/en\/ai-act\/article-14\" target=\"_blank\" rel=\"noopener\">EU AI Act Service Desk\uff1aArticle 14\u2014Human oversight<\/a><\/li>\n<li><a href=\"https:\/\/oecd.ai\/en\/dashboards\/ai-principles\/P9\" target=\"_blank\" rel=\"noopener\">OECD.AI\uff1aAccountability principle<\/a><\/li>\n<li><a href=\"https:\/\/oecd.ai\/en\/dashboards\/ai-principles\/P6\" target=\"_blank\" rel=\"noopener\">OECD.AI\uff1aHuman-centred values and fairness<\/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\u2014Version 2.0<\/a><\/li>\n<li><a href=\"https:\/\/www.icmje.org\/recommendations\/browse\/artificial-intelligence\/ai-use-by-authors.html\" target=\"_blank\" rel=\"noopener\">International Committee of Medical Journal Editors\uff1aUse of AI by Authors<\/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":"closed","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 why AI may assist or draft work, yet cannot take over legitimacy-critical steps like setting objectives, accepting risk, and making rights-affecting 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