{"id":252142,"date":"2026-01-09T09:57:23","date_gmt":"2026-01-09T01:57:23","guid":{"rendered":"https:\/\/www.hkubs.hku.hk\/research\/thought-leadership\/the-validation-tax-shifting-focus-from-production-to-verification-in-the-ai-era\/"},"modified":"2026-01-09T10:03:27","modified_gmt":"2026-01-09T02:03:27","slug":"the-validation-tax-shifting-focus-from-production-to-verification-in-the-ai-era","status":"publish","type":"thought-leadership","link":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/ft-chinese-column\/the-validation-tax-shifting-focus-from-production-to-verification-in-the-ai-era\/","title":{"rendered":"\u8bc4\u4f30\u7a0e\uff1a\u4e3a\u4f55AI\u65f6\u4ee3\u9700\u8981\u4ece\u201c\u751f\u4ea7\u201d\u8f6c\u5411\u201c\u9a8c\u8bc1\u201d"},"content":{"rendered":"<p><span>\u82e5\u4f7f\u7528\u5f97\u5f53\uff0c\u751f\u6210\u5f0f<\/span><span> AI <\/span><span>\u80fd\u591f\u663e\u8457\u63d0\u5347\u4eba\u7c7b\u7684\u751f\u4ea7\u529b\u3002\u5b83\u53ef\u4ee5\u534f\u52a9\u56e2\u961f\u63a2\u7d22\u6218\u7565\u3001\u8d77\u8349\u8425\u9500\u65b9\u6848\uff0c\u5e76\u5927\u5e45\u62d3\u5c55\u4e2a\u4eba\u4ea7\u51fa\u7684\u5e7f\u5ea6\u4e0e\u901f\u5ea6<\/span><span>\u3002<\/span><\/p>\n<p><span>\u4f46\u4f34\u968f\u8fd9\u4e9b\u6536\u76ca\u800c\u6765\u7684\u662f\u7ec4\u7ec7\u5185\u90e8\u6d8c\u73b0\u7684\u4e00\u4e2a\u65b0\u6311\u6218\uff1a<\/span><span>\u201c<\/span><span>\u5de5\u4f5c\u5e9f\u6599<\/span><span>\u201d<\/span><span>\uff08<\/span><span>workslop<\/span><span>\uff09<\/span><span>\u2014\u2014<\/span><span>\u5373\u90a3\u4e9b\u4e4d\u770b\u4e4b\u4e0b\u6253\u78e8\u7cbe\u81f4\u4e14\u5408\u4e4e\u60c5\u7406\uff0c\u5b9e\u5219\u5185\u5bb9\u7a7a\u6d1e\u7684\u4f5c\u54c1\u3002<\/span><span>\u300a\u54c8\u4f5b\u5546\u4e1a\u8bc4\u8bba\u300b\u8fd1\u671f\u7684\u4e00\u7bc7\u6587\u7ae0\u5f15\u5165\u4e86\u8fd9\u4e00\u672f\u8bed\uff0c\u7cbe\u51c6\u6982\u62ec\u4e86\u8bb8\u591a\u7ba1\u7406\u8005\u5728\u65e5\u5e38\u5de5\u4f5c\u4e2d\u9047\u5230\u7684\u73b0\u72b6\uff1a\u5305\u88c5\u7cbe\u7f8e\u7684\u8349\u6848\u6700\u7ec8\u53cd\u800c\u7ed9\u4ed6\u4eba\u589e\u52a0\u4e86\u989d\u5916\u7684\u5de5\u4f5c\u8d1f\u62c5<\/span><span>\u3002<\/span><\/p>\n<p><span>\u5728<\/span><span> AI <\/span><span>\u65f6\u4ee3\u6765\u4e34\u4e4b\u524d\uff0c\u8bc6\u522b\u52a3\u8d28\u5de5\u4f5c\u901a\u5e38\u76f8\u5bf9\u5bb9\u6613\uff0c\u56e0\u4e3a\u5de5\u4f5c\u7684<\/span><span>\u201c<\/span><span>\u5356\u76f8<\/span><span>\u201d<\/span><span>\u4e0e<\/span><span>\u201c<\/span><span>\u5b9e\u8d28<\/span><span>\u201d<\/span><span>\u4e4b\u95f4\u81f3\u5c11\u5b58\u5728\u67d0\u79cd\u677e\u6563\u7684\u8054\u7cfb\u3002<\/span><span>\u7bc7\u5e45\u3001\u6da6\u8272\u7a0b\u5ea6\u548c\u8fde\u8d2f\u6027\u867d\u7136\u4e0d\u662f\u5b8c\u7f8e\u7684\u6307\u6807\uff0c\u4f46\u5f80\u5f80\u80fd\u53cd\u6620\u51fa\u6295\u5165\u7684\u7cbe\u529b\u3002\u7136\u800c\uff0c<\/span><span>AI <\/span><span>\u5207\u65ad\u4e86\u8fd9\u79cd\u5173\u8054<\/span><span>\u3002<\/span><\/p>\n<p><span>\u5982\u4eca\uff0c\u751f\u6210\u6d41\u7545\u4e14\u5f62\u5f0f\u4e0a\u770b\u4f3c\u6b63\u786e\u7684\u5907\u5fd8\u5f55\u3001\u6f14\u793a\u6587\u7a3f\u3001\u4ee3\u7801\u548c\u5206\u6790\u62a5\u544a\u7684\u6210\u672c\u6781\u4f4e\u3002<\/span><span>\u4f46\u5176\u771f\u5b9e\u6027\u3001\u4e25\u8c28\u6027\u548c\u76f8\u5173\u6027\u5374\u96be\u4ee5\u4fdd\u969c\uff0c\u9664\u975e\u6709\u4eba\u6295\u5165\u65f6\u95f4\u8fdb\u884c\u4ed4\u7ec6\u6838\u67e5\u3002<\/span><\/p>\n<p><span>\u8fd9\u79cd\u8f6c\u53d8\u50ac\u751f\u4e86\u4e00\u79cd<\/span><span>\u201c<\/span><span>\u8bc4\u4f30\u7a0e<\/span><span>\u201d<\/span><span>\uff08<\/span><span>evaluation tax<\/span><span>\uff09\uff0c\u5b83\u5e26\u6765\u7684\u540e\u679c\u4e0d\u4ec5\u662f\u6280\u672f\u5c42\u9762\u7684\uff0c\u66f4\u662f\u7ec4\u7ec7\u5c42\u9762\u7684\u3002<\/span><span>\u4f5c\u4e3a\u4f01\u4e1a\u6700\u7a00\u7f3a\u7684\u8d44\u6e90\uff0c<\/span><span>\u201c<\/span><span>\u6ce8\u610f\u529b<\/span><span>\u201d<\/span><span>\u5fc5\u987b\u4ece<\/span><span>\u201c<\/span><span>\u751f\u4ea7<\/span><span>\u201d<\/span><span>\u73af\u8282\u8f6c\u79fb\u5230<\/span><span>\u201c<\/span><span>\u9a8c\u8bc1<\/span><span>\u201d<\/span><span>\u73af\u8282\u3002<\/span><\/p>\n<p><span>\u4f46\u8fd9\u5e76\u4e0d\u610f\u5473\u7740\u8981\u653e\u6162\u4e00\u5207\u3002\u5b83\u610f\u5473\u7740\u6211\u4eec\u5fc5\u987b\u8ba4\u8bc6\u5230\uff0c\u5bf9\u4e8e\u7ec4\u7ec7\u4e2d\u6700\u5177\u4ef7\u503c\u7684\u8d21\u732e\u8005\u800c\u8a00\uff0c\u5176\u6838\u5fc3\u4efb\u52a1\u6b63\u65e5\u76ca\u4ece<\/span><span>\u201c<\/span><span>\u8c01\u80fd\u8d77\u8349\u521d\u7a3f<\/span><span>\u201d<\/span><span>\u8f6c\u53d8\u4e3a<\/span><span>\u201c<\/span><span>\u8c01\u80fd\u5224\u65ad\u6587\u7a3f\u4e2d\u7684\u4e3b\u5f20\u662f\u5426\u7ad9\u5f97\u4f4f\u811a<\/span><span>\u201d<\/span><span>\u3002<\/span><\/p>\n<p><span>\u7531\u4e8e\u6ce8\u610f\u529b\u7a00\u7f3a\uff0c\u4e14\u51b3\u7b56\u8005\u65e9\u5df2\u4e0d\u582a\u91cd\u8d1f\uff0c\u4eba\u4eec\u5f88\u5bb9\u6613\u503e\u5411\u4e8e\u5bf9\u90a3\u4e9b\u770b\u4f3c\u5b8c\u7f8e\u7684\u4ea7\u51fa\u8fdb\u884c<\/span><span>\u201c<\/span><span>\u6a61\u76ae\u56fe\u7ae0<\/span><span>\u201d<\/span><span>\u5f0f\u7684\u76f2\u76ee\u6279\u51c6\u3002<\/span><span>\u8fd9\u79cd\u6377\u5f84\u53ef\u80fd\u4ee3\u4ef7\u9ad8\u6602\u3002<\/span><span>2025<\/span><span>\u5e74<\/span><span>10<\/span><span>\u6708\uff0c\u5fb7\u52e4\u6fb3\u5927\u5229\u4e9a\uff08<\/span><span>Deloitte Australia<\/span><span>\uff09\u540c\u610f\u5411\u653f\u5e9c\u9000\u8fd8\u90e8\u5206\u6b3e\u9879\uff0c\u539f\u56e0\u662f\u4e00\u4efd\u957f\u8fbe<\/span><span>237<\/span><span>\u9875\u7684\u62a5\u544a\u88ab\u53d1\u73b0\u5305\u542b\u660e\u663e\u7684<\/span><span>AI<\/span><span>\u751f\u6210\u9519\u8bef\uff0c\u5176\u4e2d\u5305\u62ec\u5f15\u7528\u4e86\u5e76\u4e0d\u5b58\u5728\u7684\u8bba\u6587\u4ee5\u53ca\u9519\u8bef\u5f52\u5c5e\u7684\u6cd5\u5f8b\u5f15\u8a00\u3002<\/span><\/p>\n<p><span>\u5373\u4fbf\u8be5\u62a5\u544a\u7684\u5927\u81f4\u7ed3\u8bba\u5728\u903b\u8f91\u4e0a\u662f\u5408\u4e4e\u60c5\u7406\u7684\uff0c\u8fd9\u4e00\u4e8b\u4ef6\u4ecd\u5f15\u53d1\u4e86\u8865\u6551\u5de5\u4f5c\uff0c\u524a\u5f31\u4e86\u4fe1\u4efb\uff0c\u5e76\u5bfc\u81f4\u4e86\u5408\u7ea6\u5c42\u9762\u7684\u4e89\u6267\u3002<\/span><span>\u95ee\u9898\u7684\u6839\u6e90\u5e76\u4e0d\u5728\u4e8e\u4f7f\u7528<\/span><span> AI <\/span><span>\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u4f7f\u7528\u4e86<\/span><span> AI <\/span><span>\u5374\u672a\u52a0\u6838\u67e5\u3002<\/span><\/p>\n<p><span>\u5982\u679c<\/span><span> AI<\/span><span>\u7ee7\u7eed\u52a0\u901f\u8349\u6848\u7684\u751f\u6210\uff0c\u7ba1\u7406\u8005\u5c06\u9762\u4e34\u4e00\u4e2a\u4e0d\u53ef\u56de\u907f\u7684\u95ee\u9898\uff1a\u7ec4\u7ec7\u5982\u4f55\u5728\u83b7\u5f97\u89c4\u6a21\u4e0e\u8303\u56f4\u7ea2\u5229\u7684\u540c\u65f6\uff0c\u4e0d\u88ab<\/span><span>\u201c<\/span><span>\u5de5\u4f5c\u5e9f\u6599<\/span><span>\u201d<\/span><span>\u6240\u6df9\u6ca1\uff1f<\/span><\/p>\n<p><span>\u9762\u5bf9\u8fd9\u4e00\u8bc4\u4f30\u96be\u9898\uff0c\u4e00\u79cd\u81ea\u7136\u7684\u53cd\u5e94\u662f\u8be2\u95ee<\/span><span> AI <\/span><span>\u81ea\u8eab\u80fd\u5426\u627f\u62c5\u6838\u67e5\u4efb\u52a1\u3002<\/span><span>\u5982\u679c<\/span><span> AI <\/span><span>\u80fd\u751f\u6210\u5185\u5bb9\uff0c\u4e3a\u4f55\u4e0d\u8ba9<\/span><span> AI <\/span><span>\u4e5f\u6765\u9a8c\u8bc1\u5b83\uff1f\u5728\u67d0\u4e9b\u9886\u57df\uff0c\u8fd9\u79cd\u65b9\u6cd5\u884c\u4e4b\u6709\u6548\u3002<\/span><\/p>\n<p><span>\u6570\u5b66\u662f\u6700\u5178\u578b\u7684\u4f8b\u5b50\u3002\u8bf8\u5982<\/span><span> Lean <\/span><span>\u8fd9\u6837\u7684\u5de5\u5177\u53ef\u4ee5\u7cbe\u786e\u5730\u5bf9\u8bc1\u660e\u8fdb\u884c<\/span><span>\u6b63\u5f0f\u7684<\/span><span>\u9a8c\u8bc1\u3002<\/span><span>\u5728\u8fd9\u4e9b\u573a\u666f\u4e2d\uff0c\u4eba\u7c7b\u63a2\u7d22\u601d\u8def\uff0c\u673a\u5668\u6838\u67e5\u6b63\u786e\u6027\u3002\u8fd9\u79cd\u9a8c\u8bc1\u662f\u6b63\u5f0f\u7684\u3001\u65e0\u6b67\u4e49\u7684\uff0c\u4e14\u5177\u5907\u53ef\u6269\u5c55\u6027\u3002<\/span><\/p>\n<p><span>\u7136\u800c\uff0c\u5927\u591a\u6570\u7ec4\u7ec7\u5de5\u4f5c\u5e76\u4e0d\u50cf\u6570\u5b66\u3002\u6218\u7565\u5236\u5b9a\u3001\u7814\u7a76\u7efc\u8ff0\u3001\u653f\u7b56\u5206\u6790\u3001\u54a8\u8be2\u5efa\u8bae\u4ee5\u53ca\u8bb8\u591a\u8f6f\u4ef6\u8bbe\u8ba1\u5de5\u4f5c\uff0c\u90fd\u662f\u65e0\u6cd5\u8fdb\u884c\u6b63\u5f0f\u9a8c\u8bc1\u7684\u3002<\/span><span>\u8fd9\u4e9b\u5de5\u4f5c\u4f9d\u8d56\u4e8e\u5224\u65ad\u529b\u3001\u8bed\u5883\u548c\u89e3\u8bfb\u3002\u5728\u8fd9\u4e9b\u9886\u57df\uff0c\u9a8c\u8bc1\u65e0\u6cd5\u5b8c\u5168\u81ea\u52a8\u5316\uff0c\u4ecd\u7136\u9700\u8981\u4eba\u7c7b\u7684\u6295\u5165\u3002<\/span><\/p>\n<p><span>\u66f4\u7cdf\u7cd5\u7684\u662f\uff0c\u57fa\u4e8e<\/span><span> AI <\/span><span>\u7684\u6838\u67e5\u5f80\u5f80\u975e\u4f46\u4e0d\u80fd\u8865\u5145\u4eba\u7c7b\u7684\u9a8c\u8bc1\uff0c\u53cd\u800c\u4f1a\u5c06\u5176\u524a\u5f31\u3002\u5bf9\u4e8e<\/span><span>\u7b97\u6cd5\u8f85\u52a9\u8bc4\u4f30\u7684\u7814\u7a76\u8bc1\u636e\u8868\u660e\uff0c\u5f53\u7b97\u6cd5\u6267\u884c\u4e86\u521d\u6b65\u68c0\u67e5\u540e\uff0c\u4eba\u7c7b\u5f80\u5f80\u4f1a\u964d\u4f4e\u81ea\u8eab\u7684\u5ba1\u67e5\u529b\u5ea6\u3002<\/span><span>\u81ea\u52a8\u5316\u68c0\u67e5\u5de5\u5177\u7684\u5b58\u5728\u6539\u53d8\u4e86\u4eba\u4eec\u7684\u884c\u4e3a\u6a21\u5f0f\uff1a\u4e00\u65e6\u4eba\u4eec\u8ba4\u4e3a<\/span><span>\u201c<\/span><span>\u7cfb\u7edf\u5df2\u7ecf\u67e5\u8fc7\u4e86<\/span><span>\u201d<\/span><span>\uff0c\u4ed6\u4eec\u5bf9\u4ed4\u7ec6\u8fdb\u884c\u4eba\u5de5\u9a8c\u8bc1\u7684\u9884\u671f\u56de\u62a5\u611f\u5c31\u4f1a\u4e0b\u964d\u3002<\/span><\/p>\n<p><span>\u8fd9\u5f15\u51fa\u4e86\u66f4\u6df1\u5c42\u7684\u95ee\u9898\uff1a\u6fc0\u52b1\u673a\u5236\u3002<\/span><span>AI <\/span><span>\u964d\u4f4e\u4e86\u751f\u4ea7\u6210\u672c\uff0c\u5374\u63d0\u9ad8\u4e86<\/span><span>\u201c<\/span><span>\u52a8\u529b\u6210\u672c<\/span><span>\u201d<\/span><span>\uff08<\/span><span>cost of motivation<\/span><span>\uff09\u3002<\/span><span>\u5373\u4fbf\u505a\u6b63\u786e\u7684\u4e8b\u53d8\u5f97\u66f4\u5bb9\u6613\u4e86\uff0c\u4f46\u505a\u9519\u8bef\u7684\u4e8b\u4e5f\u53d8\u5f97\u66f4\u52a0\u5bb9\u6613\u3002<\/span><span>\u5f53\u751f\u6210\u770b\u4f3c\u5408\u7406\u7684\u4ea7\u51fa\u53d8\u5f97\u6781\u5176\u4f4e\u6210\u672c\u65f6\uff0c\u4ea7\u51fa\u4fbf\u4e0d\u518d\u80fd\u53ef\u9760\u5730\u53cd\u6620\u6295\u5165\u7684\u52aa\u529b\u6216\u5224\u65ad\u529b\u3002<\/span><span>\u8fd9\u5e76\u975e\u804c\u4e1a\u9053\u5fb7\u7684\u6ca6\u4e27\uff0c\u800c\u662f\u5bf9\u5de5\u4f5c\u56de\u62a5\u673a\u5236\u7684\u4e00\u79cd\u7406\u6027\u53cd\u5e94\u3002<\/span><\/p>\n<p><span>\u4eba\u4eec\u662f\u57fa\u4e8e\u53ef\u89c1\u7684\u4ea4\u4ed8\u6210\u679c<\/span><span>\u2014\u2014<\/span><span>\u751f\u6210\u7684\u6587\u6863\u3001\u63d0\u4ea4\u7684\u5e7b\u706f\u7247\u3001\u5b8c\u6210\u7684\u5206\u6790<\/span><span>\u2014\u2014<\/span><span>\u6765\u63a5\u53d7\u8bc4\u4f30\u7684\u3002<\/span><span>AI<\/span><span>\u8ba9\u8fbe\u5230\u8fd9\u4e9b\u6807\u51c6\u53d8\u5f97\u6beb\u4e0d\u8d39\u529b\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u9a8c\u8bc1\u5de5\u4f5c\u4f9d\u7136\u8017\u65f6\u8017\u529b\uff0c\u4e14\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u662f<\/span><span>\u201c<\/span><span>\u4e0d\u53ef\u89c1<\/span><span>\u201d<\/span><span>\u7684\u3002<\/span><span>\u5f53\u6fc0\u52b1\u673a\u5236\u4f9d\u7136\u4e0e<\/span><span>\u201c<\/span><span>\u751f\u4ea7<\/span><span>\u201d<\/span><span>\u6302\u94a9\uff0c\u800c\u975e\u4e0e<\/span><span>\u201c<\/span><span>\u5ba1\u67e5<\/span><span>\u201d<\/span><span>\u6302\u94a9\u65f6\uff0c\u4eba\u4eec\u7684\u52aa\u529b\u65b9\u5411\u4fbf\u4f1a\u968f\u4e4b\u8f6c\u79fb\uff0c\u5bfc\u81f4\u9a8c\u8bc1\u5de5\u4f5c\u7cfb\u7edf\u6027\u5730\u4f9b\u7ed9\u4e0d\u8db3\u3002<\/span><\/p>\n<p>\u9762\u5bf9\u8fd9\u79cd\u9a8c\u8bc1\u4e0d\u8db3\uff0c\u7ec4\u7ec7\u4e3b\u8981\u6709\u4e24\u79cd\u5e72\u9884\u9014\u5f84\u3002<\/p>\n<p><span>\u7b2c\u4e00\u79cd\u662f\u91cd\u5851\u6d41\u7a0b\u3002<\/span> <span>AI<\/span><span>\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u52a0\u901f\u73b0\u6709\u5de5\u4f5c\u6d41\u7a0b\u7684\u5de5\u5177\uff1b\u5b83\u6539\u53d8\u4e86\u54ea\u4e9b\u7c7b\u578b\u7684\u5de5\u4f5c\u6d41\u7a0b\u662f\u53ef\u884c\u7684\u3002<\/span><span>\u4f8b\u5982\u5728\u8f6f\u4ef6\u5f00\u53d1\u4e2d\uff0c\u5f53\u4ee3\u7801\u662f\u7531\u4eba\u7c7b\u4ee5\u4eba\u7c7b\u7684\u901f\u5ea6\u7f16\u5199\u65f6\uff0c\u9010\u884c\u5ba1\u67e5\u662f\u5408\u7406\u7684\u3002<\/span><span>\u4f46\u9762\u5bf9<\/span><span> AI <\/span><span>\u751f\u6210\u7684\u4ee3\u7801\uff0c\u8fd9\u79cd\u65b9\u6cd5\u4e0d\u518d\u5177\u5907\u53ef\u6269\u5c55\u6027\u3002\u9ad8\u6548\u80fd\u56e2\u961f\u7684\u5e94\u5bf9\u4e4b\u7b56\u5e76\u975e<\/span><span>\u201c<\/span><span>\u66f4\u4ed4\u7ec6\u5730\u5ba1\u67e5<\/span><span>\u201d<\/span><span>\uff0c\u800c\u662f\u91cd\u5851\u6d41\u7a0b\u672c\u8eab\uff1a\u5c06\u9a8c\u8bc1\u5de5\u4f5c\u5411\u4e0a\u6e38\u8f6c\u79fb\uff0c\u805a\u7126\u4e8e\u89c4\u8303\u660e\u7ec6\u3001\u7ea6\u675f\u6761\u4ef6\u3001\u6d4b\u8bd5\u7528\u4f8b\u548c\u4ea4\u4e92\u754c\u9762\u3002<\/span><span>\u7a00\u7f3a\u7684\u6280\u80fd\u4ece<\/span><span>\u201c<\/span><span>\u751f\u6210\u4ea7\u51fa<\/span><span>\u201d<\/span><span>\u8f6c\u53d8\u4e3a<\/span><span>\u201c<\/span><span>\u5b9a\u4e49\u4f55\u4e3a\u6b63\u786e<\/span><span>\u201d<\/span><span>\u3002<\/span><\/p>\n<p><span>\u7b2c\u4e8c\u79cd\u662f\u91cd\u5851\u6fc0\u52b1\u673a\u5236\u3002<\/span><span>\u5bf9\u4e8e\u90a3\u4e9b\u65e0\u6cd5\u5f62\u5f0f\u5316\u89c4\u8303\u7684\u91cd\u5224\u65ad\u578b\u5de5\u4f5c\uff0c\u4f01\u4e1a\u5fc5\u987b\u8ba9\u9690\u5f62\u7684\u9a8c\u8bc1\u5de5\u4f5c\u53d8\u5f97<\/span><span>\u201c<\/span><span>\u53ef\u89c1<\/span><span>\u201d<\/span><span>\u3002\u8fd9\u9700\u8981\u5f7b\u5e95\u8f6c\u53d8\u5bf9\u52b3\u52a8\u4ef7\u503c\u7684\u8bc4\u4f30\u65b9\u5f0f\u3002<\/span><span>\u7ec4\u7ec7\u5e94\u5f53\u5c06<\/span><span>\u201c<\/span><span>\u6355\u6349\u5230\u4e00\u4e2a\u5fae\u5999\u9519\u8bef<\/span><span>\u201d<\/span><span>\u3001<\/span><span>\u201c<\/span><span>\u5b8c\u5584\u4e00\u4e2a\u590d\u6742\u7684\u8bba\u70b9<\/span><span>\u201d<\/span><span>\u6216<\/span><span>\u201c<\/span><span>\u6307\u51fa\u4e00\u4e2a\u770b\u4f3c\u5408\u7406\u4f46\u9519\u8bef\u7684\u7ed3\u8bba<\/span><span>\u201d<\/span><span>\u89c6\u4e3a\u664b\u5347\u7684\u9014\u5f84\u3002<\/span><span>\u5982\u679c\u4f01\u4e1a\u5e0c\u671b\u4eba\u7c7b\u627f\u62c5\u8d77\u8270\u96be\u7684\u5224\u65ad\u5de5\u4f5c\uff0c\u5c31\u5fc5\u987b\u505c\u6b62\u5956\u52b1\u6570\u91cf\u548c\u901f\u5ea6\uff0c\u8f6c\u800c\u5956\u52b1\u5bf9\u9519\u8bef\u7684\u4fa6\u6d4b\u3002<\/span><span>\u8fd9\u4f1a\u76f4\u63a5\u5bfc\u81f4\u4e13\u4e1a\u6280\u80fd\u7684\u91cd\u65b0\u5206\u914d\uff1a\u4ece\u8d77\u8349\u8f6c\u5411\u9a8c\u8bc1\uff1b<\/span><span>\u4f01\u4e1a\u5c06\u65e5\u76ca\u628a\u7a00\u7f3a\u7684\u4eba\u624d\u4ece\u5185\u5bb9\u751f\u4ea7\u4e2d\u62bd\u79bb\u51fa\u6765\uff0c\u8f6c\u800c\u8ba9\u4ed6\u4eec\u8d1f\u8d23\u5ba1\u67e5\u5e76\u7b7e\u7f72\u90a3\u4e9b\u771f\u6b63\u5173\u952e\u7684\u5de5\u4f5c\u6210\u679c\u3002<\/span><\/p>\n<p><span>\u5982\u679c\u4f01\u4e1a\u5728\u8fd9\u4e24\u65b9\u9762\u90fd\u65e0\u6240\u4f5c\u4e3a\uff0c\u5b83\u4eec\u5c06\u9000\u800c\u6c42\u5176\u6b21\uff0c\u9009\u62e9\u7b2c\u4e09\u79cd\u66f4\u5177\u7834\u574f\u6027\u7684\u65b9\u6848<\/span><span>:<\/span><span>\u6807\u51c6\u5316\u3002<\/span><span>\u4f01\u4e1a\u5c06\u8f6c\u5411\u90a3\u4e9b\u66f4\u5bb9\u6613\u89c4\u8303\u3001\u8861\u91cf\u548c\u68c0\u67e5\u7684\u5de5\u4f5c\u3002<\/span><span>\u804c\u80fd\u8303\u56f4\u5c06\u7f29\u5c0f\uff0c\u81ea\u7531\u88c1\u91cf\u6743\u5c06\u7f29\u51cf\uff0c\u590d\u6742\u7684\u4efb\u52a1\u5c06\u88ab\u5206\u89e3\u4e3a\u6807\u51c6\u5316\u7684\u788e\u7247\u3002<\/span><\/p>\n<p><span>\u5176\u7ed3\u679c\u662f\u6ed1\u5411<\/span><span>\u201c<\/span><span>\u7cdf\u7cd5\u7684\u5de5\u4f5c<\/span><span>\u201d<\/span><span>\uff08<\/span><span>bad jobs<\/span><span>\uff09<\/span><span>\u2014\u2014<\/span><span>\u90a3\u4e9b\u5e76\u975e\u4e3a\u4e86\u5224\u65ad\u529b\uff0c\u800c\u662f\u4e3a\u4e86\u5408\u89c4\u6027\u548c\u751f\u4ea7\u529b\u6240\u6253\u9020\u7684\u5c97\u4f4d\u3002<\/span><span>\u8fd9\u79cd\u8d8b\u52bf\u6709\u53ef\u80fd\u5bfc\u81f4\u4eba\u7c7b\u7684\u5de5\u4f5c\u4f53\u9a8c\u88ab\u201c\u638f\u7a7a\u201d\u3002<\/span><span>\u6211\u4eec\u9762\u4e34\u7684\u98ce\u9669\u662f\u521b\u9020\u51fa\u4e00\u652f\u88ab\u56f0\u5728<\/span><span>\u201c<\/span><span>\u8ba4\u77e5\u6d45\u6c34\u533a<\/span><span>\u201d<\/span><span>\u7684\u52b3\u52a8\u529b\u5927\u519b<\/span><span>\u2014\u2014<\/span><span>\u6267\u884c\u7740\u90a3\u4e9b\u5ba1\u8ba1\u8d77\u6765\u5f88\u5b89\u5168\uff0c\u4f46\u505a\u8d77\u6765\u5374\u4ee4\u4eba\u5fc3\u529b\u4ea4\u7601\u7684\u6807\u51c6\u5316\u4efb\u52a1\u3002<\/span><\/p>\n<p><span>\u4e3a\u4e86\u907f\u514d\u8fd9\u79cd\u672a\u6765\uff0c\u6211\u4eec\u5fc5\u987b\u8ba4\u8bc6\u5230\uff0c<\/span><span>AI <\/span><span>\u5e26\u6765\u7684\u6311\u6218\u4e3b\u8981\u4e0d\u5728\u4e8e\u6280\u672f\uff0c\u800c\u5728\u4e8e\u7ec4\u7ec7\u3002<\/span><span>\u4e3a\u4e86\u4e00\u4e2a\u4eba\u7c7b\u80fd\u591f\u84ec\u52c3\u53d1\u5c55\u7684\u672a\u6765\uff0c\u6211\u4eec\u5fc5\u987b\u91cd\u65b0\u8bbe\u8ba1\u6d41\u7a0b\u548c\u6fc0\u52b1\u673a\u5236\uff0c\u4ee5\u89e3\u51b3\u8fd9\u4e00\u8bc4\u4f30\u96be\u9898\u3002<\/span><\/p>\n<p><strong>\u674e\u664b\u6559\u6388<\/strong><br \/>\n<strong>\u6e2f\u5927\u7ecf\u7ba1\u5b66\u9662\u7ba1\u7406\u53ca\u5546\u4e1a\u7b56\u7565\u3001\u7ecf\u6d4e\u5b66\u5b66\u672f\u9886\u57df\u4e3b\u4efb\u53ca\u6559\u6388<\/strong><\/p>\n<p><strong>Matthias Fahn\u6559\u6388<\/strong><br \/>\n<strong>\u6e2f\u5927\u7ecf\u7ba1\u5b66\u9662\u7ba1\u7406\u53ca\u5546\u4e1a\u7b56\u7565\u526f\u6559\u6388<\/strong><\/p>\n<p><strong>\uff08\u672c\u6587\u540c\u65f6\u4e8e\u4e8c\u96f6\u4e8c\u516d\u5e74\u4e00\u6708\u516b\u65e5\u8f7d\u4e8e\u300aFT\u4e2d\u6587\u7f51\u300b\u660e\u5fb7\u5546\u8bba\u4e13\u680f\uff09<\/strong><\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"_lmt_disableupdate":"no","_lmt_disable":"","footnotes":""},"tags":[],"class_list":["post-252142","thought-leadership","type-thought-leadership","status-publish","hentry","leadership-topic-categories-ft-chinese-column-sc","leadership-topic-categories-opinions-and-speeches-sc","opinion-speeches-categories-faculty-sc"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/thought-leadership\/252142","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/thought-leadership"}],"about":[{"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/types\/thought-leadership"}],"version-history":[{"count":2,"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/thought-leadership\/252142\/revisions"}],"predecessor-version":[{"id":252144,"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/thought-leadership\/252142\/revisions\/252144"}],"wp:attachment":[{"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/media?parent=252142"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/tags?post=252142"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}