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\u6b63\u5728\u6df1\u523b\u6539\u53d8\u5de5\u4f5c\u7684\u7ed3\u6784\u3002\u5148\u884c\u8005\u5df2\u7ecf\u5728\u8fd9\u6837\u505a\uff0c\u800c\u968f\u7740\u5de5\u5177\u95e8\u69db\u6301\u7eed\u964d\u4f4e\uff0c\u6bcf\u4e00\u4e2a\u77e5\u8bc6\u5de5\u4f5c\u8005\u90fd\u6709\u6f5c\u529b\u4ece\u201c\u6267\u884c\u8005\u201d\u8f6c\u53d8\u4e3a\u201c\u7ba1\u7406\u8005\u201d\u3002\u672a\u6765\u6700\u6709\u4ef7\u503c\u7684\u52b3\u52a8\u8005\uff0c\u672a\u5fc5\u662f\u4e8b\u5fc5\u8eac\u4eb2\u7684\u4eba\uff0c\u800c\u662f\u80fd\u591f\u642d\u5efa\u6b63\u786e\u7cfb\u7edf\u7684\u4eba\u3002<\/p>\n<p>\u8fd9\u79cd\u8f6c\u53d8\u4e0d\u9700\u8981\u7b49\u5f85\u3002\u5982\u679c\u4f60\u5df2\u7ecf\u7528ChatGPT\u6216Claude\u56de\u7b54\u8fc7\u95ee\u9898\uff0c\u4e0b\u4e00\u6b65\u4e0d\u59a8\u8bd5\u8bd5\u628a\u4e00\u9879\u5b8c\u6574\u7684\u5de5\u4f5c\u4efb\u52a1\u4ea4\u7ed9\u5b83\uff1a\u4e0d\u662f\u95ee\u5b83\u4e00\u4e2a\u95ee\u9898\uff0c\u800c\u662f\u8ba9\u5b83\u5e2e\u4f60\u5b8c\u6210\u4e00\u4e2a\u6d41\u7a0b\uff0c\u7136\u540e\u628a\u7cbe\u529b\u653e\u5728\u5ba1\u6838\u548c\u5224\u65ad\u4e0a\u3002\u4f60\u4f1a\u53d1\u73b0\uff0c\u201c\u7ba1\u7406AI\u201d\u6bd4\u60f3\u50cf\u4e2d\u66f4\u63a5\u8fd1\u4f60\u5df2\u7ecf\u64c5\u957f\u7684\u4e8b\u3002<\/p>\n<p><strong>\u53c2\u8003\u6587\u732e<\/strong><\/p>\n[1] Weidmann, B., Xu, Y., &amp; Deming, D. J. (2025). <span>Measuring Human Leadership Skills with AI Agents. <em>NBER Working Paper<\/em> No. 33662.<\/span><\/p>\n<p><span>[2] Mollick, E. (2026, January 27). Management as AI Superpower. <em>One Useful Thing<\/em>. https:\/\/www.oneusefulthing.org\/p\/management-as-ai-superpower<\/span><\/p>\n<p><span>[3] Top Engineers at Anthropic, OpenAI Say AI Now Writes 100% of Their Code. (2026, January 29). <em>Fortune<\/em>. <a href=\"https:\/\/fortune.com\/2026\/01\/29\/100-percent-of-code-at-anthropic-and-openai-is-now-ai-written-boris-cherny-roon\/\">https:\/\/fortune.com\/2026\/01\/29\/100-percent-of-code-at-anthropic-and-openai-is-now-ai-written-boris-cherny-roon\/<\/a><\/span><\/p>\n<p><strong>\u7ae5\u6b23\u6559\u6388 <\/strong><br \/>\n<strong>\u6e2f\u5927\u7ecf\u7ba1\u5b66\u9662\u521b\u65b0\u4e0e\u8d44\u8baf\u7ba1\u7406\u6559\u6388\u53ca\u6e2f\u5927\u7ecf\u7ba1\u5b66\u9662\u7ecf\u6d4e\u5b66\u6559\u6388<\/strong><\/p>\n<p><strong>\u5085\u79b9\u94ed<br \/>\n\u6e2f\u5927\u7ecf\u7ba1\u5b66\u9662\u7814\u7a76\u52a9\u7406\u00a0<\/strong><\/p>\n<p><span>\uff08\u672c\u6587\u540c\u65f6\u4e8e\u4e8c\u96f6\u4e8c\u516d\u5e74\u56db\u6708\u56db\u65e5\u8f7d\u4e8e\u300a\u7ecf\u6d4e\u4e00\u5468\u300b<span class=\"a_GcMg font-feature-liga-off font-feature-clig-off font-feature-calt-off text-decoration-none 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\u6b63\u5728\u6df1\u523b\u6539\u53d8\u5de5\u4f5c\u7684\u7ed3\u6784\u3002\u5148\u884c\u8005\u5df2\u7ecf\u5728\u8fd9\u6837\u505a\uff0c\u800c\u968f\u7740\u5de5\u5177\u95e8\u69db\u6301\u7eed\u964d\u4f4e\uff0c\u6bcf\u4e00\u4e2a\u77e5\u8bc6\u5de5\u4f5c\u8005\u90fd\u6709\u6f5c\u529b\u4ece\u201c\u6267\u884c\u8005\u201d\u8f6c\u53d8\u4e3a\u201c\u7ba1\u7406\u8005\u201d\u3002\u672a\u6765\u6700\u6709\u4ef7\u503c\u7684\u52b3\u52a8\u8005\uff0c\u672a\u5fc5\u662f\u4e8b\u5fc5\u8eac\u4eb2\u7684\u4eba\uff0c\u800c\u662f\u80fd\u591f\u642d\u5efa\u6b63\u786e\u7cfb\u7edf\u7684\u4eba\u3002 \u8fd9\u79cd\u8f6c\u53d8\u4e0d\u9700\u8981\u7b49\u5f85\u3002\u5982\u679c\u4f60\u5df2\u7ecf\u7528ChatGPT\u6216Claude\u56de\u7b54\u8fc7\u95ee\u9898\uff0c\u4e0b\u4e00\u6b65\u4e0d\u59a8\u8bd5\u8bd5\u628a\u4e00\u9879\u5b8c\u6574\u7684\u5de5\u4f5c\u4efb\u52a1\u4ea4\u7ed9\u5b83\uff1a\u4e0d\u662f\u95ee\u5b83\u4e00\u4e2a\u95ee\u9898\uff0c\u800c\u662f\u8ba9\u5b83\u5e2e\u4f60\u5b8c\u6210\u4e00\u4e2a\u6d41\u7a0b\uff0c\u7136\u540e\u628a\u7cbe\u529b\u653e\u5728\u5ba1\u6838\u548c\u5224\u65ad\u4e0a\u3002\u4f60\u4f1a\u53d1\u73b0\uff0c\u201c\u7ba1\u7406AI\u201d\u6bd4\u60f3\u50cf\u4e2d\u66f4\u63a5\u8fd1\u4f60\u5df2\u7ecf\u64c5\u957f\u7684\u4e8b\u3002 \u53c2\u8003\u6587\u732e [1] Weidmann, B., Xu, Y., &amp; Deming, D. J. (2025). Measuring Human Leadership Skills with AI Agents. NBER Working Paper No. 33662. [2] Mollick, E. 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\u6b63\u5728\u6df1\u523b\u6539\u53d8\u5de5\u4f5c\u7684\u7ed3\u6784\u3002\u5148\u884c\u8005\u5df2\u7ecf\u5728\u8fd9\u6837\u505a\uff0c\u800c\u968f\u7740\u5de5\u5177\u95e8\u69db\u6301\u7eed\u964d\u4f4e\uff0c\u6bcf\u4e00\u4e2a\u77e5\u8bc6\u5de5\u4f5c\u8005\u90fd\u6709\u6f5c\u529b\u4ece\u201c\u6267\u884c\u8005\u201d\u8f6c\u53d8\u4e3a\u201c\u7ba1\u7406\u8005\u201d\u3002\u672a\u6765\u6700\u6709\u4ef7\u503c\u7684\u52b3\u52a8\u8005\uff0c\u672a\u5fc5\u662f\u4e8b\u5fc5\u8eac\u4eb2\u7684\u4eba\uff0c\u800c\u662f\u80fd\u591f\u642d\u5efa\u6b63\u786e\u7cfb\u7edf\u7684\u4eba\u3002 \u8fd9\u79cd\u8f6c\u53d8\u4e0d\u9700\u8981\u7b49\u5f85\u3002\u5982\u679c\u4f60\u5df2\u7ecf\u7528ChatGPT\u6216Claude\u56de\u7b54\u8fc7\u95ee\u9898\uff0c\u4e0b\u4e00\u6b65\u4e0d\u59a8\u8bd5\u8bd5\u628a\u4e00\u9879\u5b8c\u6574\u7684\u5de5\u4f5c\u4efb\u52a1\u4ea4\u7ed9\u5b83\uff1a\u4e0d\u662f\u95ee\u5b83\u4e00\u4e2a\u95ee\u9898\uff0c\u800c\u662f\u8ba9\u5b83\u5e2e\u4f60\u5b8c\u6210\u4e00\u4e2a\u6d41\u7a0b\uff0c\u7136\u540e\u628a\u7cbe\u529b\u653e\u5728\u5ba1\u6838\u548c\u5224\u65ad\u4e0a\u3002\u4f60\u4f1a\u53d1\u73b0\uff0c\u201c\u7ba1\u7406AI\u201d\u6bd4\u60f3\u50cf\u4e2d\u66f4\u63a5\u8fd1\u4f60\u5df2\u7ecf\u64c5\u957f\u7684\u4e8b\u3002 \u53c2\u8003\u6587\u732e [1] Weidmann, B., Xu, Y., &amp; Deming, D. J. (2025). Measuring Human Leadership Skills with AI Agents. NBER Working Paper No. 33662. [2] Mollick, E. (2026,\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/opinions-and-speeches\/leading-the-machine-transitioning-from-ai-user-to-ai-manager\/\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2026-04-09T03:17:13+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2026-04-09T04:32:04+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:title\" content=\"\u8ba9AI\u6210\u4e3a\u4f60\u7684\u4e0b\u5c5e\uff1a\u4ece\u6267\u884c\u8005\u5230\u7ba1\u7406\u8005 - HKU Business School\" \/>\n\t\t<meta name=\"twitter:description\" 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\u8fd9\u79cd\u8f6c\u53d8\u4e0d\u9700\u8981\u7b49\u5f85\u3002\u5982\u679c\u4f60\u5df2\u7ecf\u7528ChatGPT\u6216Claude\u56de\u7b54\u8fc7\u95ee\u9898\uff0c\u4e0b\u4e00\u6b65\u4e0d\u59a8\u8bd5\u8bd5\u628a\u4e00\u9879\u5b8c\u6574\u7684\u5de5\u4f5c\u4efb\u52a1\u4ea4\u7ed9\u5b83\uff1a\u4e0d\u662f\u95ee\u5b83\u4e00\u4e2a\u95ee\u9898\uff0c\u800c\u662f\u8ba9\u5b83\u5e2e\u4f60\u5b8c\u6210\u4e00\u4e2a\u6d41\u7a0b\uff0c\u7136\u540e\u628a\u7cbe\u529b\u653e\u5728\u5ba1\u6838\u548c\u5224\u65ad\u4e0a\u3002\u4f60\u4f1a\u53d1\u73b0\uff0c\u201c\u7ba1\u7406AI\u201d\u6bd4\u60f3\u50cf\u4e2d\u66f4\u63a5\u8fd1\u4f60\u5df2\u7ecf\u64c5\u957f\u7684\u4e8b\u3002 \u53c2\u8003\u6587\u732e [1] Weidmann, B., Xu, Y., &amp; Deming, D. J. (2025). Measuring Human Leadership Skills with AI Agents. NBER Working Paper No. 33662. [2] Mollick, E. 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\\u6b63\\u5728\\u6df1\\u523b\\u6539\\u53d8\\u5de5\\u4f5c\\u7684\\u7ed3\\u6784\\u3002\\u5148\\u884c\\u8005\\u5df2\\u7ecf\\u5728\\u8fd9\\u6837\\u505a\\uff0c\\u800c\\u968f\\u7740\\u5de5\\u5177\\u95e8\\u69db\\u6301\\u7eed\\u964d\\u4f4e\\uff0c\\u6bcf\\u4e00\\u4e2a\\u77e5\\u8bc6\\u5de5\\u4f5c\\u8005\\u90fd\\u6709\\u6f5c\\u529b\\u4ece\\u201c\\u6267\\u884c\\u8005\\u201d\\u8f6c\\u53d8\\u4e3a\\u201c\\u7ba1\\u7406\\u8005\\u201d\\u3002\\u672a\\u6765\\u6700\\u6709\\u4ef7\\u503c\\u7684\\u52b3\\u52a8\\u8005\\uff0c\\u672a\\u5fc5\\u662f\\u4e8b\\u5fc5\\u8eac\\u4eb2\\u7684\\u4eba\\uff0c\\u800c\\u662f\\u80fd\\u591f\\u642d\\u5efa\\u6b63\\u786e\\u7cfb\\u7edf\\u7684\\u4eba\\u3002 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J. (2025). Measuring Human Leadership Skills with AI Agents. NBER Working Paper No. 33662. [2] Mollick, E. 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J. (2025). Measuring Human Leadership Skills with AI Agents. NBER Working Paper No. 33662. [2] Mollick, E. 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J. (2025). Measuring Human Leadership Skills with AI Agents. NBER Working Paper No. 33662. [2] Mollick, E. 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\u6b63\u5728\u6df1\u523b\u6539\u53d8\u5de5\u4f5c\u7684\u7ed3\u6784\u3002\u5148\u884c\u8005\u5df2\u7ecf\u5728\u8fd9\u6837\u505a\uff0c\u800c\u968f\u7740\u5de5\u5177\u95e8\u69db\u6301\u7eed\u964d\u4f4e\uff0c\u6bcf\u4e00\u4e2a\u77e5\u8bc6\u5de5\u4f5c\u8005\u90fd\u6709\u6f5c\u529b\u4ece\u201c\u6267\u884c\u8005\u201d\u8f6c\u53d8\u4e3a\u201c\u7ba1\u7406\u8005\u201d\u3002\u672a\u6765\u6700\u6709\u4ef7\u503c\u7684\u52b3\u52a8\u8005\uff0c\u672a\u5fc5\u662f\u4e8b\u5fc5\u8eac\u4eb2\u7684\u4eba\uff0c\u800c\u662f\u80fd\u591f\u642d\u5efa\u6b63\u786e\u7cfb\u7edf\u7684\u4eba\u3002 \u8fd9\u79cd\u8f6c\u53d8\u4e0d\u9700\u8981\u7b49\u5f85\u3002\u5982\u679c\u4f60\u5df2\u7ecf\u7528ChatGPT\u6216Claude\u56de\u7b54\u8fc7\u95ee\u9898\uff0c\u4e0b\u4e00\u6b65\u4e0d\u59a8\u8bd5\u8bd5\u628a\u4e00\u9879\u5b8c\u6574\u7684\u5de5\u4f5c\u4efb\u52a1\u4ea4\u7ed9\u5b83\uff1a\u4e0d\u662f\u95ee\u5b83\u4e00\u4e2a\u95ee\u9898\uff0c\u800c\u662f\u8ba9\u5b83\u5e2e\u4f60\u5b8c\u6210\u4e00\u4e2a\u6d41\u7a0b\uff0c\u7136\u540e\u628a\u7cbe\u529b\u653e\u5728\u5ba1\u6838\u548c\u5224\u65ad\u4e0a\u3002\u4f60\u4f1a\u53d1\u73b0\uff0c\u201c\u7ba1\u7406AI\u201d\u6bd4\u60f3\u50cf\u4e2d\u66f4\u63a5\u8fd1\u4f60\u5df2\u7ecf\u64c5\u957f\u7684\u4e8b\u3002 \u53c2\u8003\u6587\u732e [1] Weidmann, B., Xu, Y., &amp; Deming, D. J. (2025). Measuring Human Leadership Skills with AI Agents. NBER Working Paper No. 33662. [2] Mollick, E. 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