{"id":268651,"date":"2026-09-16T11:28:22","date_gmt":"2026-09-16T03:28:22","guid":{"rendered":"https:\/\/www.hkubs.hku.hk\/research\/thought-leadership\/the-educational-imperative-of-the-ai-era-insights-from-chatgpt-shocks-in-online-labor-markets\/"},"modified":"2026-09-16T11:31:58","modified_gmt":"2026-09-16T03:31:58","slug":"the-educational-imperative-of-the-ai-era-insights-from-chatgpt-shocks-in-online-labor-markets","status":"publish","type":"thought-leadership","link":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-educational-imperative-of-the-ai-era-insights-from-chatgpt-shocks-in-online-labor-markets\/","title":{"rendered":"\u4ece\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\u51b2\u51fb\u5206\u6790AI\u65f6\u4ee3\u7684\u6559\u80b2\u547d\u9898"},"content":{"rendered":"<p>ChatGPT \u95ee\u4e16\u4e0d\u8fc7\u6570\u5e74\uff0c\u5173\u4e8e\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u4e0e\u5c31\u4e1a\u7684\u8ba8\u8bba\u5df2\u660e\u663e\u8f6c\u5411\u3002\u8d77\u521d\uff0c\u4eba\u4eec\u62c5\u5fe7AI\u662f\u5426\u4f1a\u62a2\u8d70\u4eba\u7c7b\u5de5\u4f5c\uff1b\u5982\u4eca\u66f4\u503c\u5f97\u6df1\u601d\u7684\u662f\uff1a\u5f53\u6240\u6709\u4eba\u90fd\u80fd\u4f7f\u7528AI\u65f6\uff0c\u8c01\u624d\u6709\u80fd\u529b\u7ee7\u7eed\u7559\u5728\u724c\u684c\u4e0a\uff1f<\/p>\n<p>\u4ee5\u5f80\u63a5\u53d7\u9ad8\u7b49\u6559\u80b2\u7684\u4eba\uff0c\u4e00\u65b9\u9762\u4e3a\u4e86\u638c\u63e1\u4e13\u4e1a\u6280\u80fd\u4e0e\u77e5\u8bc6\uff0c\u53e6\u4e00\u65b9\u9762\u662f\u5411\u672a\u6765\u96c7\u4e3b\u8bc1\u660e\u81ea\u5df1\u7684\u80fd\u529b\u3002\u65f6\u81f3\u4eca\u65e5\uff0cAI\u5374\u5728\u540c\u65f6\u6539\u5199\u8fd9\u4e24\u4e2a\u76ee\u7684\uff1a\u77e5\u8bc6\u83b7\u53d6\u53d8\u5f97\u5bb9\u6613\uff0c\u90e8\u5206\u4e13\u4e1a\u6280\u80fd\u4ea6\u4e0d\u518d\u7a00\u7f3a\u3002\u7167\u6b64\u63a8\u8bba\uff0c\u5b66\u5386\u4f3c\u4e4e\u6b63\u5728\u8d2c\u503c\u3002<\/p>\n<p>\u751f\u6210\u5f0fAI\u4e0e\u6614\u65e5\u7684\u81ea\u52a8\u5316\u6280\u672f\u4e0d\u540c\uff0c\u5f71\u54cd\u8303\u56f4\u4e0d\u518d\u53ea\u662f\u91cd\u590d\u6027\u4f53\u529b\u52b3\u52a8\uff0c\u8fd8\u5305\u62ec\u5199\u4f5c\u3001\u7ffb\u8bd1\u3001\u7f16\u7a0b\u8bbe\u8ba1\u3001\u8d44\u6599\u5206\u6790\u7b49\u4f20\u7edf\u610f\u4e49\u4e0a\u7684\u77e5\u8bc6\u5de5\u4f5c\u3002\u8fc7\u53bb\u9700\u8981\u591a\u5e74\u79ef\u7d2f\u624d\u80fd\u5b8c\u6210\u7684\u4efb\u52a1\uff0c\u73b0\u5728\u53ea\u9700\u51e0\u4e2a\u63d0\u793a\u8bcd\u3002<\/p>\n<p>\u8868\u9762\u770b\u6765\uff0cAI \u4f3c\u4e4e\u6b63\u5728\u62c9\u5e73\u4eba\u4e0e\u4eba\u4e4b\u95f4\u7684\u80fd\u529b\u5dee\u8ddd\u3002\u5982\u679c\u673a\u5668\u80fd\u5e2e\u52a9\u6bcf\u4e2a\u4eba\u5199\u5f97\u66f4\u5feb\u3001\u753b\u5f97\u66f4\u597d\u3001\u7f16\u7a0b\u6548\u7387\u66f4\u9ad8\uff0c\u90a3\u4e48\u540d\u6821\u3001\u5b66\u5386\u4e0e\u4e13\u4e1a\u8bad\u7ec3\u7684\u91cd\u8981\u6027\u662f\u5426\u4e5f\u968f\u4e4b\u4e0b\u964d\uff1f<\/p>\n<p>\u7b14\u8005\u56e2\u961f\u7684\u7814\u7a76\u8868\u660e\uff0c\u7b54\u6848\u672a\u5fc5\u5982\u6b64\u3002<\/p>\n<h2>AI\u5f71\u54cd\u4e0e\u5c31\u4e1a\u5b89\u5168\u7684\u5206\u754c\u7ebf<\/h2>\n<p>\u4ece 2022 \u5e74\u521d\u81f32025 \u5e74\u5e95\uff0c\u6211\u4eec\u8ffd\u8e2a\u4e86\u4e00\u4e2a\u5168\u7403\u5927\u578b\u7ebf\u4e0a\u52b3\u52a8\u5e73\u53f0\u8fd13\u4e07\u540d\u81ea\u7531\u5de5\u4f5c\u8005\uff0c\u5e76\u4ee5 2022 \u5e74 11 \u6708 ChatGPT \u516c\u5f00\u53d1\u5e03\u4f5c\u4e3a\u4e00\u6b21\u5916\u751f\u6027\u6280\u672f\u51b2\u51fb(<strong>exogenous technological shock<\/strong>)\u3002\u7814\u7a76\u53d1\u73b0\uff0c\u5728 ChatGPT \u95ee\u4e16\u4e4b\u524d\uff0c\u4ece\u4e8b\u7a0b\u5f0f\u7f16\u7801\u3001\u8d44\u6599\u5904\u7406\u3001\u5199\u4f5c\u3001\u7ffb\u8bd1\u53ca\u5185\u5bb9\u8bbe\u8ba1\u7b49\u751f\u6210\u5f0f AI \u8f83\u6613\u4ecb\u5165\u7684\u77e5\u8bc6\u578b\u4efb\u52a1\u52b3\u52a8\u8005\uff0c\u6b64\u540e\u6240\u53d7\u7684\u51b2\u51fb\u5c24\u4e3a\u660e\u663e\u3010\u6ce8\u3011\u3002\u8fd9\u4e9b\u804c\u4e1a\u5305\u542b\u4e0d\u5c11\u76f8\u5bf9\u5bb9\u6613\u88ab\u62c6\u89e3\u548c\u6807\u51c6\u5316\u7684\u4efb\u52a1\uff0c\u4e5f\u56e0\u8f83\u65e9\u53d7\u5230\u751f\u6210\u5f0fAI\u80fd\u529b\u6269\u5f20\u7684\u5f71\u54cd\uff0c\u5176\u6536\u5165\u3001\u5de5\u65f6\u4e0e\u5c31\u4e1a\u673a\u4f1a\u5747\u51fa\u73b0\u76f8\u5bf9\u8f83\u5927\u5e45\u5ea6\u7684\u4e0b\u964d\u3002\u6362\u8a00\u4e4b\uff0c\u5de5\u4f5c\u5185\u5bb9\u6108\u5bb9\u6613\u88ab\u751f\u6210\u5f0fAI\u4ea7\u51fa\uff0c\u5176\u5c31\u4e1a\u98ce\u9669\u6108\u5927\uff0c\u4e14\u66f4\u65e9\u9762\u4e34\u5e02\u573a\u9700\u6c42\u53d8\u5316\u4e0e\u7ade\u4e89\u52a0\u5267\u3002<\/p>\n<p>\u57fa\u4e8e\u201c\u4eba\u4eba\u5b66AI\u201d\u7684\u70ed\u6f6e\uff0c\u6709\u5fc5\u8981\u6f84\u6e05\uff1a\u61c2AI\u4e0d\u4ee3\u8868\u4e0d\u5bb9\u6613\u88ab\u53d6\u4ee3\u3002\u201c\u4f1a\u7528AI\u201d\u4e0e\u201c\u4ece\u4e8b\u4e0d\u5bb9\u6613\u88abAI\u53d6\u4ee3\u7684\u5de5\u4f5c\u201d\u662f\u4e24\u4e2a\u4e0d\u540c\u6982\u5ff5\uff0c\u5173\u952e\u5728\u4e8e\u5de5\u4f5c\u4efb\u52a1\u4e0eAI\u80fd\u529b\u6709\u65e0\u91cd\u53e0\u3002\u4e00\u4e2a\u7a0b\u5f0f\u8bbe\u8ba1\u5458\u53ef\u80fd\u7cbe\u901a\u6280\u672f\uff0c\u4f46\u5982\u679c\u4ed6\u7684\u4e3b\u8981\u5de5\u4f5c\u662f\u6807\u51c6\u5316\u4ee3\u7801\u751f\u6210\uff0c\u4ecd\u53ef\u80fd\u53d7\u5230AI\u51b2\u51fb\u3002\u76f8\u8f83\u4e4b\u4e0b\uff0c\u4e00\u4e9b\u5305\u542b\u95ee\u9898\u5b9a\u4e49\u3001\u8de8\u754c\u6574\u5408\u3001\u7efc\u5408\u5224\u65ad\u4e0e\u56e2\u961f\u534f\u8c03\u7684\u5de5\u4f5c\uff0c\u4f8b\u5982\u7b56\u7565\u987e\u95ee\u3001\u9879\u76ee\u7ba1\u7406\u6216\u590d\u6742\u51b3\u7b56\u652f\u6301\uff0c\u5176\u6838\u5fc3\u4efb\u52a1\u8f83\u96be\u88ab\u6807\u51c6\u5316\uff0c\u4e5f\u96be\u4ee5\u88ab\u751f\u6210\u5f0fAI\u76f4\u63a5\u66ff\u4ee3\u3002<\/p>\n<h2>AI\u6ca1\u6709\u51cf\u635f\u5b66\u5386\u4ef7\u503c<\/h2>\n<p>\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u6211\u4eec\u53d1\u73b0\u6b64\u6b21\u6280\u672f\u51b2\u51fb\u5bf9\u5c31\u4e1a\u8005\u7684\u5f71\u54cd\u5e76\u975e\u5e73\u5747\u5206\u5e03\u3002\u968f\u7740\u6559\u80b2\u7a0b\u5ea6\u63d0\u9ad8\uff0c\u90e8\u5206\u52b3\u52a8\u8005\u5728\u9762\u5bf9AI\u51b2\u51fb\u65f6\u5c55\u73b0\u51fa\u8f83\u5f3a\u97e7\u6027\u3002\u5728\u6536\u5165\u4e0e\u5de5\u4f5c\u673a\u4f1a\u65b9\u9762\uff0c\u8fd9\u4e00\u5dee\u5f02\u5c24\u5176\u660e\u663e\uff0c\u535a\u58eb\u5b66\u5386\u52b3\u52a8\u8005\u7684\u76f8\u5bf9\u5c31\u4e1a\u8c03\u6574\u4e0d\u663e\u8457\uff0c\u800c\u6559\u80b2\u7a0b\u5ea6\u8f83\u4f4e\u7684\u52b3\u52a8\u8005\u5219\u627f\u53d7\u5c24\u4e3a\u660e\u663e\u7684\u8d1f\u9762\u5f71\u54cd\u3002\u81f3\u4e8e\u5927\u5b66\u80cc\u666f\u4e5f\u5448\u73b0\u4e0d\u540c\u8d8b\u52bf\uff1a\u6bd5\u4e1a\u4e8e\u6392\u540d\u8f83\u9ad8\u5927\u5b66\u7684\u52b3\u52a8\u8005\u53d7\u5230\u7684\u51b2\u51fb\u660e\u663e\u8f83\u5c0f\uff0c\u800c\u6765\u81ea\u6392\u540d\u8f83\u4f4e\u6216\u975e\u6392\u540d\u5927\u5b66\u7684\u52b3\u52a8\u8005\uff0c\u6536\u5165\u964d\u5e45\u5c24\u4e3a\u663e\u8457\u3002<\/p>\n<p>\u4e3a\u4ec0\u4e48\u4f1a\u51fa\u73b0\u8fd9\u79cd\u60c5\u51b5\uff1f\u5176\u4e2d\u4e00\u4e2a\u89e3\u91ca\u4e0e\u80fd\u529b\u6709\u5173\u3002\u9ad8\u7b49\u6559\u80b2\u771f\u6b63\u7684\u4ef7\u503c\uff0c\u4e5f\u8bb8\u4ece\u6765\u4e0d\u5728\u4e8e\u8ba9\u4eba\u5b66\u4f1a\u5982\u4f55\u5b8c\u6210\u5177\u4f53\u4efb\u52a1\uff0c\u800c\u662f\u57f9\u517b\u5206\u6790\u95ee\u9898\u3001\u521b\u65b0\u4e0e\u5224\u65ad\u529b\uff0c\u4ee5\u53ca\u5e94\u5bf9\u590d\u6742\u591a\u53d8\u60c5\u5883\u7684\u80fd\u529b\u3002\u5f53AI\u627f\u62c5\u6108\u6765\u6108\u591a\u6807\u51c6\u5316\u5de5\u4f5c\uff0c\u8fd9\u4e9b\u96be\u4ee5\u6807\u51c6\u5316\u7684\u80fd\u529b\u53cd\u800c\u66f4\u52a0\u91cd\u8981\u3002\u53e6\u4e00\u4e2a\u89e3\u91ca\u5219\u5173\u4e4e\u8baf\u53f7\u7406\u8bba\uff08signalling theory\uff09\u3002\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\uff08online labour market\uff09\u5b58\u5728\u660e\u663e\u7684\u8baf\u606f\u4e0d\u5bf9\u79f0\uff0c\u96c7\u4e3b\u5728\u6b63\u5f0f\u5408\u4f5c\u524d\u5f80\u5f80\u96be\u4ee5\u5224\u65ad\u964c\u751f\u5de5\u4f5c\u8005\u662f\u5426\u53ef\u9760\u3002\u5f53AI\u80fd\u8f7b\u6613\u751f\u6210\u4f18\u7f8e\u6587\u6848\u3001\u4ee3\u7801\u751a\u81f3\u4f5c\u54c1\u96c6\uff0c\u8868\u9762\u4e0a\u770b\u8d77\u6765\u4e0d\u9519\u7684\u5305\u88c5\u5df2\u663e\u5ec9\u4ef7\uff1b\u96c7\u4e3b\u53cd\u800c\u53ef\u80fd\u66f4\u501a\u91cd\u5b66\u5386\u3001\u540d\u6821\u80cc\u666f\u3001\u8fc7\u5f80\u58f0\u8a89\u7b49\u8f83\u96be\u590d\u5236\u7684\u53ef\u9760\u8baf\u53f7\u3002\u8fd9\u4e24\u79cd\u673a\u5236\u5728\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\u4e2d\u5747\u53ef\u53d1\u6325\u4f5c\u7528\u3002<\/p>\n<p>\u8fd9\u5e76\u4e0d\u4ee3\u8868\u9ad8\u5b66\u5386\u52b3\u52a8\u8005\u53ef\u4ee5\u514d\u53d7AI\u51b2\u51fb\u3002\u786e\u5207\u800c\u8a00\uff0c\u9ad8\u5b66\u5386\u8005\u9762\u4e34\u6280\u672f\u53d8\u9769\u65f6\uff0c\u5728\u6536\u5165\u4e0e\u5c31\u4e1a\u673a\u4f1a\u65b9\u9762\u5c55\u73b0\u51fa\u76f8\u5bf9\u8f83\u5f3a\u7684\u97e7\u6027\u3002\u8fd9\u79cd\u5dee\u5f02\u4e5f\u663e\u793a\u751f\u6210\u5f0fAI\u672a\u5fc5\u4f1a\u7b80\u5355\u524a\u5f31\u6559\u80b2\u7684\u4ef7\u503c\uff0c\u800c\u53ef\u80fd\u6b63\u5728\u91cd\u5851\u6559\u80b2\u56de\u62a5\u7684\u672c\u8d28\u3002\u8fc7\u53bb\uff0c\u4e00\u4e2a\u4eba\u7684\u4f18\u52bf\u4f53\u73b0\u5728\u638c\u63e1\u67d0\u9879\u53ef\u76f4\u63a5\u6267\u884c\u7684\u4e13\u4e1a\u6280\u80fd\uff1b\u672a\u6765\uff0c\u968f\u7740\u90e8\u5206\u6807\u51c6\u5316\u4efb\u52a1\u9010\u6b65\u88abAI\u627f\u62c5\uff0c\u66f4\u4e3b\u8981\u7684\u6559\u80b2\u56de\u62a5\u6765\u6e90\u5c06\u662f\u80fd\u5426\u754c\u5b9a\u95ee\u9898\u3001\u6574\u5408\u77e5\u8bc6\u3001\u5e76\u5224\u65adAI\u8f93\u51fa\u7684\u53ef\u9760\u6027\u3002<\/p>\n<p>\u8fd9\u5bf9\u5927\u5b66\u6559\u80b2\u4e5f\u662f\u4e00\u79cd\u8b66\u793a\u3002AI\u6108\u5bb9\u6613\u5b8c\u6210\u6807\u51c6\u5316\u6d41\u7a0b\uff0c\u52b3\u52a8\u8005\u4e4b\u95f4\u7684\u7ade\u4e89\u4f18\u52bf\u5c31\u6108\u53d6\u51b3\u4e8e\u96be\u4ee5\u6807\u51c6\u5316\u7684\u80fd\u529b\u3002\u5982\u679c\u8bfe\u7a0b\u5185\u5bb9\u4ecd\u805a\u7126\u4e8e\u8bad\u7ec3\u5b66\u751f\u5b8c\u6210\u6807\u51c6\u5316\u4efb\u52a1\uff0c\u800c\u76f8\u5173\u9886\u57df\u6070\u597d\u662fAI\u6240\u957f\uff0c\u90a3\u4e48\u5b66\u751f\u5728\u6bd5\u4e1a\u540e\uff0c\u4e5f\u672a\u5fc5\u56e0\u6b64\u83b7\u5f97\u66f4\u5927\u7684\u804c\u573a\u6210\u5c31\u4e0e\u97e7\u6027\u3002\u76f8\u53cd\uff0c\u8de8\u754c\u6574\u5408\u4e0e\u6301\u7eed\u521b\u65b0\u80fd\u529b\u4f1a\u6bd4\u719f\u7ec3\u67d0\u79cd\u4e13\u4e1a\u6280\u80fd\u66f4\u7ecf\u5f97\u8d77\u5916\u90e8\u6280\u672f\u51b2\u51fb\u5f15\u81f4\u7684\u8fc5\u901f\u53d8\u5316\u3002\u4f01\u4e1a\u57f9\u8bad\u540c\u6837\u5982\u6b64\u3002\u8bad\u7ec3\u5458\u5de5\u4f7f\u7528\u6700\u65b0\u7684AI\u5de5\u5177\u56fa\u7136\u91cd\u8981\uff0c\u4f46\u5de5\u5177\u66f4\u65b0\u6781\u5feb\uff0c\u51e0\u5e74\u540e\u53ef\u80fd\u5df2\u88ab\u53d6\u4ee3\uff1b\u771f\u6b63\u9700\u8981\u6316\u6398\u7684\u662f\u501f\u52a9\u65b0\u5de5\u5177\u91cd\u7ec4\u521b\u65b0\u4e0e\u89e3\u96be\u80fd\u529b\u3002<\/p>\n<h2>AI\u65f6\u4ee3\u6559\u80b2\u5e94\u4fa7\u91cd\u201c\u6559\u4ec0\u4e48\u201d<\/h2>\n<p>\u6211\u4eec\u5e94\u91cd\u65b0\u5ba1\u89c6\u600e\u6837\u7684\u6559\u80b2\u4ecd\u5177\u5e02\u573a\u5438\u5f15\u529b\u3002\u9762\u5bf9\u751f\u6210\u5f0fAI\u7684\u8fc5\u901f\u666e\u53ca\uff0c\u6559\u80b2\u6700\u76f4\u63a5\u7684\u56de\u5e94\u5f80\u5f80\u662f\u589e\u52a0AI\u8bfe\u7a0b\u3001\u5f3a\u5316\u5de5\u5177\u8bad\u7ec3\uff0c\u751a\u81f3\u5021\u5bfc\u201c\u4eba\u4eba\u5b66AI\u201d\u3002\u8fd9\u4e9b\u505a\u6cd5\u6709\u5176\u5fc5\u8981\u6027\uff0c\u4f46\u4e5f\u5bb9\u6613\u628a\u6559\u80b2\u6539\u9769\u7b80\u5316\u4e3a\u5de5\u5177\u4f7f\u7528\u7684\u666e\u53ca\u3002\u771f\u6b63\u9700\u8981\u56de\u7b54\u7684\u95ee\u9898\u662f\uff1a\u5f53AI\u5de5\u5177\u672c\u8eab\u6108\u6765\u6108\u5bb9\u6613\u83b7\u53d6\uff0c\u54ea\u4e9b\u80fd\u529b\u4f1a\u5f62\u6210\u6301\u4e45\u7684\u7ade\u4e89\u4f18\u52bf\uff1f<\/p>\n<p>\u672a\u6765\u7684\u80fd\u529b\u5dee\u5f02\uff0c\u672a\u5fc5\u5728\u4e8e\u8c01\u66f4\u65e9\u5b66\u4f1a\u67d0\u4e2a\u6a21\u578b\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u5224\u65adAI\u7684\u7b54\u6848\u662f\u5426\u53ef\u4fe1\uff0c\u4ee5\u53ca\u5982\u4f55\u628aAI\u751f\u6210\u7684\u5185\u5bb9\u8f6c\u5316\u4e3a\u6709\u4ef7\u503c\u7684\u65b9\u6848\u3002\u5982\u679c\u5927\u5b66\u6559\u80b2\u53ea\u8bad\u7ec3\u5b66\u751f\u5b66\u4f1aAI\u64c5\u957f\u7684\u6807\u51c6\u5316\u6280\u80fd\uff0c\u5b66\u5386\u56de\u62a5\u81ea\u7136\u4f1a\u4e0b\u964d\uff1b\u4f46\u5982\u679c\u6559\u80b2\u80fd\u591f\u57f9\u517b\u5206\u6790\u5224\u65ad\u3001\u77e5\u8bc6\u6574\u5408\u3001\u6c9f\u901a\u534f\u4f5c\u4ee5\u53ca\u9002\u5e94\u65b0\u6280\u672f\u7b49\u8f83\u96be\u6807\u51c6\u5316\u7684\u80fd\u529b\uff0c\u5176\u4ef7\u503c\u53ef\u80fd\u66f4\u591a\u4f53\u73b0\u5728\u9762\u5bf9\u6280\u672f\u51b2\u51fb\u65f6\u7684\u9002\u5e94\u4e0e\u8c03\u6574\u80fd\u529b\u4e0a\u3002<\/p>\n<p>\u7b14\u8005\u56e2\u961f\u7684\u6570\u636e\u63d0\u4f9b\u4e86\u4e00\u5b9a\u95f4\u63a5\u652f\u6301\uff1aAI\u51b2\u51fb\u540e\uff0c\u6559\u80b2\u7a0b\u5ea6\u8f83\u9ad8\u8005\u4e0e\u62e5\u6709\u9ad8\u6392\u540d\u5927\u5b66\u5b66\u5386\u8005\uff0c\u5728\u6536\u5165\u53ca\u5c31\u4e1a\u673a\u4f1a\u4e0a\u53d7\u635f\u76f8\u5bf9\u8f83\u8f7b\uff0c\u6574\u4f53\u5c55\u73b0\u51fa\u8f83\u5f3a\u97e7\u6027\u3002\u6362\u8a00\u4e4b\uff0c\u6559\u80b2\u7a0b\u5ea6\u4e0e\u9ad8\u6392\u540d\u5927\u5b66\u5b66\u5386\u6240\u4ee3\u8868\u7684\u5e02\u573a\u4f18\u52bf\uff0c\u5728AI\u51b2\u51fb\u4e0b\u5e76\u672a\u6d88\u5931\uff1b\u4e0e\u4e4b\u76f8\u5173\u7684\u8de8\u9886\u57df\u53ef\u8fc1\u79fb\u8ba4\u77e5\u80fd\u529b\u4ee5\u53ca\u5b66\u4e60\u65b0\u6280\u672f\u7684\u6bd4\u8f83\u4f18\u52bf\uff0c\u5728AI\u65f6\u4ee3\u53cd\u800c\u80fd\u6210\u4e3a\u6536\u5165\u4e0e\u5c31\u4e1a\u4e0a\u7684\u7f13\u51b2\u3002<\/p>\n<p>\u5bf9\u5e7f\u5927\u52b3\u52a8\u8005\u800c\u8a00\uff0c\u4e0e\u5176\u4e0d\u505c\u8ffd\u9010\u4e0b\u4e00\u4e2a\u70ed\u95e8\u5de5\u5177\uff0c\u4e0d\u5982\u7d2f\u79ef\u4e00\u7ec4\u66f4\u96be\u88ab\u5de5\u5177\u53d6\u4ee3\u7684\u80fd\u529b\u3002\u5bf9\u5927\u5b66\u800c\u8a00\uff0c\u4e0d\u5e94\u53ea\u662f\u589e\u8bbe\u51e0\u95e8AI\u8bfe\u7a0b\uff0c\u800c\u5e94\u91cd\u65b0\u601d\u8003\u4eba\u624d\u57f9\u80b2\u7a76\u7adf\u80fd\u8d4b\u4e88\u5b66\u751f\u4ec0\u4e48\u6838\u5fc3\u80fd\u529b\u3002\u5bf9\u653f\u7b56\u5236\u5b9a\u8005\u800c\u8a00\uff0c\u518d\u57f9\u8bad\u4e0d\u80fd\u53ea\u505c\u7559\u5728\u5de5\u5177\u64cd\u4f5c\u5c42\u9762\uff0c\u800c\u5e94\u8457\u91cd\u534f\u52a9\u53d7AI\u51b2\u51fb\u8005\u8fbe\u81f4\u6280\u80fd\u8f6c\u6362\u4e0e\u804c\u6daf\u8f6c\u8f68\u3002<\/p>\n<p>\u7efc\u4e0a\u53ef\u89c1\uff0c\u6559\u80b2\u9700\u56de\u5e94\u7684\u4e0d\u662f\u5355\u4e00\u7684\u5de5\u5177\u7406\u6027\u95ee\u9898\uff0c\u800c\u662f\u4e00\u7ec4\u66f4\u4e3a\u6839\u672c\u7684\u751f\u5b58\u547d\u9898\u3002\u751f\u6210\u5f0fAI\u538b\u4f4e\u4e86\u90e8\u5206\u6807\u51c6\u5316\u4efb\u52a1\u7684\u6210\u672c\uff0c\u52b3\u52a8\u5e02\u573a\u7684\u7ade\u4e89\u4f18\u52bf\u56e0\u800c\u4f1a\u503e\u5411\u8f83\u96be\u6807\u51c6\u5316\u7684\u7efc\u5408\u9002\u5e94\u529b\u3002\u6240\u4ee5\uff0cAI \u65f6\u4ee3\u5b66\u5386\u662f\u5426\u4ecd\u7136\u91cd\u8981\uff1f\u6216\u8bb8\u7b54\u6848\u662f\uff1a\u5b66\u5386\u672c\u8eab\u4e0d\u662f\u62a4\u57ce\u6cb3\uff0c\u5b66\u5386\u80cc\u540e\u90a3\u4e9bAI\u96be\u4ee5\u590d\u5236\u7684\u80fd\u529b\u624d\u662f\u3002<\/p>\n<p>\u6ce8\uff1aLin, Q., Lu, A., &amp; Fang, C. (2027). Educational premium in the age of AI shock: Empirical findings from online labor markets post-ChatGPT era. <em>60th Hawaii International Conference on System Sciences (HICSS 2027)<\/em>.<\/p>\n<p><strong>\u5362\u6e05\u6d9f\u535a\u58eb<\/strong><br \/>\n<strong>\u6e2f\u5927\u7ecf\u7ba1\u5b66\u9662\u6570\u5b57\u7ecf\u6d4e\u4e0e\u521b\u65b0\u7814\u7a76\u6240\u5916\u90e8\u8054\u5c5e\u7814\u7a76\u5458\u3001\u8499\u7eb3\u58eb\u5927\u5b66\u4fe1\u606f\u79d1\u6280\u5b66\u9662\u5546\u4e1a\u4fe1\u606f\u7cfb\u7edf\u9ad8\u7ea7\u8bb2\u5e08<\/strong><\/p>\n<p><span>\uff08\u672c\u6587\u540c\u65f6\u4e8e\u4e8c\u96f6\u4e8c\u516d\u5e74\u4e5d\u6708\u5341\u516d\u65e5\u8f7d\u4e8e\u300a\u4fe1\u62a5\u300b\u201c\u9f99\u864e\u5c71\u4e0b\u201d\u4e13\u680f\uff09<\/span><\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"tags":[],"class_list":["post-268651","thought-leadership","type-thought-leadership","status-publish","hentry","leadership-topic-categories-hkej-column-sc","leadership-topic-categories-opinions-and-speeches-sc","in-the-media-topic-categories-faculty-sc","opinion-speeches-categories-faculty-sc"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"ChatGPT \u95ee\u4e16\u4e0d\u8fc7\u6570\u5e74\uff0c\u5173\u4e8e\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u4e0e\u5c31\u4e1a\u7684\u8ba8\u8bba\u5df2\u660e\u663e\u8f6c\u5411\u3002\u8d77\u521d\uff0c\u4eba\u4eec\u62c5\u5fe7AI\u662f\u5426\u4f1a\u62a2\u8d70\u4eba\u7c7b\u5de5\u4f5c\uff1b\u5982\u4eca\u66f4\u503c\u5f97\u6df1\u601d\u7684\u662f\uff1a\u5f53\u6240\u6709\u4eba\u90fd\u80fd\u4f7f\u7528AI\u65f6\uff0c\u8c01\u624d\u6709\u80fd\u529b\u7ee7\u7eed\u7559\u5728\u724c\u684c\u4e0a\uff1f \u4ee5\u5f80\u63a5\u53d7\u9ad8\u7b49\u6559\u80b2\u7684\u4eba\uff0c\u4e00\u65b9\u9762\u4e3a\u4e86\u638c\u63e1\u4e13\u4e1a\u6280\u80fd\u4e0e\u77e5\u8bc6\uff0c\u53e6\u4e00\u65b9\u9762\u662f\u5411\u672a\u6765\u96c7\u4e3b\u8bc1\u660e\u81ea\u5df1\u7684\u80fd\u529b\u3002\u65f6\u81f3\u4eca\u65e5\uff0cAI\u5374\u5728\u540c\u65f6\u6539\u5199\u8fd9\u4e24\u4e2a\u76ee\u7684\uff1a\u77e5\u8bc6\u83b7\u53d6\u53d8\u5f97\u5bb9\u6613\uff0c\u90e8\u5206\u4e13\u4e1a\u6280\u80fd\u4ea6\u4e0d\u518d\u7a00\u7f3a\u3002\u7167\u6b64\u63a8\u8bba\uff0c\u5b66\u5386\u4f3c\u4e4e\u6b63\u5728\u8d2c\u503c\u3002 \u751f\u6210\u5f0fAI\u4e0e\u6614\u65e5\u7684\u81ea\u52a8\u5316\u6280\u672f\u4e0d\u540c\uff0c\u5f71\u54cd\u8303\u56f4\u4e0d\u518d\u53ea\u662f\u91cd\u590d\u6027\u4f53\u529b\u52b3\u52a8\uff0c\u8fd8\u5305\u62ec\u5199\u4f5c\u3001\u7ffb\u8bd1\u3001\u7f16\u7a0b\u8bbe\u8ba1\u3001\u8d44\u6599\u5206\u6790\u7b49\u4f20\u7edf\u610f\u4e49\u4e0a\u7684\u77e5\u8bc6\u5de5\u4f5c\u3002\u8fc7\u53bb\u9700\u8981\u591a\u5e74\u79ef\u7d2f\u624d\u80fd\u5b8c\u6210\u7684\u4efb\u52a1\uff0c\u73b0\u5728\u53ea\u9700\u51e0\u4e2a\u63d0\u793a\u8bcd\u3002 \u8868\u9762\u770b\u6765\uff0cAI \u4f3c\u4e4e\u6b63\u5728\u62c9\u5e73\u4eba\u4e0e\u4eba\u4e4b\u95f4\u7684\u80fd\u529b\u5dee\u8ddd\u3002\u5982\u679c\u673a\u5668\u80fd\u5e2e\u52a9\u6bcf\u4e2a\u4eba\u5199\u5f97\u66f4\u5feb\u3001\u753b\u5f97\u66f4\u597d\u3001\u7f16\u7a0b\u6548\u7387\u66f4\u9ad8\uff0c\u90a3\u4e48\u540d\u6821\u3001\u5b66\u5386\u4e0e\u4e13\u4e1a\u8bad\u7ec3\u7684\u91cd\u8981\u6027\u662f\u5426\u4e5f\u968f\u4e4b\u4e0b\u964d\uff1f \u7b14\u8005\u56e2\u961f\u7684\u7814\u7a76\u8868\u660e\uff0c\u7b54\u6848\u672a\u5fc5\u5982\u6b64\u3002 AI\u5f71\u54cd\u4e0e\u5c31\u4e1a\u5b89\u5168\u7684\u5206\u754c\u7ebf \u4ece 2022 \u5e74\u521d\u81f32025 \u5e74\u5e95\uff0c\u6211\u4eec\u8ffd\u8e2a\u4e86\u4e00\u4e2a\u5168\u7403\u5927\u578b\u7ebf\u4e0a\u52b3\u52a8\u5e73\u53f0\u8fd13\u4e07\u540d\u81ea\u7531\u5de5\u4f5c\u8005\uff0c\u5e76\u4ee5 2022 \u5e74 11 \u6708 ChatGPT \u516c\u5f00\u53d1\u5e03\u4f5c\u4e3a\u4e00\u6b21\u5916\u751f\u6027\u6280\u672f\u51b2\u51fb(exogenous technological shock)\u3002\u7814\u7a76\u53d1\u73b0\uff0c\u5728 ChatGPT \u95ee\u4e16\u4e4b\u524d\uff0c\u4ece\u4e8b\u7a0b\u5f0f\u7f16\u7801\u3001\u8d44\u6599\u5904\u7406\u3001\u5199\u4f5c\u3001\u7ffb\u8bd1\u53ca\u5185\u5bb9\u8bbe\u8ba1\u7b49\u751f\u6210\u5f0f AI \u8f83\u6613\u4ecb\u5165\u7684\u77e5\u8bc6\u578b\u4efb\u52a1\u52b3\u52a8\u8005\uff0c\u6b64\u540e\u6240\u53d7\u7684\u51b2\u51fb\u5c24\u4e3a\u660e\u663e\u3010\u6ce8\u3011\u3002\u8fd9\u4e9b\u804c\u4e1a\u5305\u542b\u4e0d\u5c11\u76f8\u5bf9\u5bb9\u6613\u88ab\u62c6\u89e3\u548c\u6807\u51c6\u5316\u7684\u4efb\u52a1\uff0c\u4e5f\u56e0\u8f83\u65e9\u53d7\u5230\u751f\u6210\u5f0fAI\u80fd\u529b\u6269\u5f20\u7684\u5f71\u54cd\uff0c\u5176\u6536\u5165\u3001\u5de5\u65f6\u4e0e\u5c31\u4e1a\u673a\u4f1a\u5747\u51fa\u73b0\u76f8\u5bf9\u8f83\u5927\u5e45\u5ea6\u7684\u4e0b\u964d\u3002\u6362\u8a00\u4e4b\uff0c\u5de5\u4f5c\u5185\u5bb9\u6108\u5bb9\u6613\u88ab\u751f\u6210\u5f0fAI\u4ea7\u51fa\uff0c\u5176\u5c31\u4e1a\u98ce\u9669\u6108\u5927\uff0c\u4e14\u66f4\u65e9\u9762\u4e34\u5e02\u573a\u9700\u6c42\u53d8\u5316\u4e0e\u7ade\u4e89\u52a0\u5267\u3002 \u57fa\u4e8e\u201c\u4eba\u4eba\u5b66AI\u201d\u7684\u70ed\u6f6e\uff0c\u6709\u5fc5\u8981\u6f84\u6e05\uff1a\u61c2AI\u4e0d\u4ee3\u8868\u4e0d\u5bb9\u6613\u88ab\u53d6\u4ee3\u3002\u201c\u4f1a\u7528AI\u201d\u4e0e\u201c\u4ece\u4e8b\u4e0d\u5bb9\u6613\u88abAI\u53d6\u4ee3\u7684\u5de5\u4f5c\u201d\u662f\u4e24\u4e2a\u4e0d\u540c\u6982\u5ff5\uff0c\u5173\u952e\u5728\u4e8e\u5de5\u4f5c\u4efb\u52a1\u4e0eAI\u80fd\u529b\u6709\u65e0\u91cd\u53e0\u3002\u4e00\u4e2a\u7a0b\u5f0f\u8bbe\u8ba1\u5458\u53ef\u80fd\u7cbe\u901a\u6280\u672f\uff0c\u4f46\u5982\u679c\u4ed6\u7684\u4e3b\u8981\u5de5\u4f5c\u662f\u6807\u51c6\u5316\u4ee3\u7801\u751f\u6210\uff0c\u4ecd\u53ef\u80fd\u53d7\u5230AI\u51b2\u51fb\u3002\u76f8\u8f83\u4e4b\u4e0b\uff0c\u4e00\u4e9b\u5305\u542b\u95ee\u9898\u5b9a\u4e49\u3001\u8de8\u754c\u6574\u5408\u3001\u7efc\u5408\u5224\u65ad\u4e0e\u56e2\u961f\u534f\u8c03\u7684\u5de5\u4f5c\uff0c\u4f8b\u5982\u7b56\u7565\u987e\u95ee\u3001\u9879\u76ee\u7ba1\u7406\u6216\u590d\u6742\u51b3\u7b56\u652f\u6301\uff0c\u5176\u6838\u5fc3\u4efb\u52a1\u8f83\u96be\u88ab\u6807\u51c6\u5316\uff0c\u4e5f\u96be\u4ee5\u88ab\u751f\u6210\u5f0fAI\u76f4\u63a5\u66ff\u4ee3\u3002 AI\u6ca1\u6709\u51cf\u635f\u5b66\u5386\u4ef7\u503c \u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u6211\u4eec\u53d1\u73b0\u6b64\u6b21\u6280\u672f\u51b2\u51fb\u5bf9\u5c31\u4e1a\u8005\u7684\u5f71\u54cd\u5e76\u975e\u5e73\u5747\u5206\u5e03\u3002\u968f\u7740\u6559\u80b2\u7a0b\u5ea6\u63d0\u9ad8\uff0c\u90e8\u5206\u52b3\u52a8\u8005\u5728\u9762\u5bf9AI\u51b2\u51fb\u65f6\u5c55\u73b0\u51fa\u8f83\u5f3a\u97e7\u6027\u3002\u5728\u6536\u5165\u4e0e\u5de5\u4f5c\u673a\u4f1a\u65b9\u9762\uff0c\u8fd9\u4e00\u5dee\u5f02\u5c24\u5176\u660e\u663e\uff0c\u535a\u58eb\u5b66\u5386\u52b3\u52a8\u8005\u7684\u76f8\u5bf9\u5c31\u4e1a\u8c03\u6574\u4e0d\u663e\u8457\uff0c\u800c\u6559\u80b2\u7a0b\u5ea6\u8f83\u4f4e\u7684\u52b3\u52a8\u8005\u5219\u627f\u53d7\u5c24\u4e3a\u660e\u663e\u7684\u8d1f\u9762\u5f71\u54cd\u3002\u81f3\u4e8e\u5927\u5b66\u80cc\u666f\u4e5f\u5448\u73b0\u4e0d\u540c\u8d8b\u52bf\uff1a\u6bd5\u4e1a\u4e8e\u6392\u540d\u8f83\u9ad8\u5927\u5b66\u7684\u52b3\u52a8\u8005\u53d7\u5230\u7684\u51b2\u51fb\u660e\u663e\u8f83\u5c0f\uff0c\u800c\u6765\u81ea\u6392\u540d\u8f83\u4f4e\u6216\u975e\u6392\u540d\u5927\u5b66\u7684\u52b3\u52a8\u8005\uff0c\u6536\u5165\u964d\u5e45\u5c24\u4e3a\u663e\u8457\u3002 \u4e3a\u4ec0\u4e48\u4f1a\u51fa\u73b0\u8fd9\u79cd\u60c5\u51b5\uff1f\u5176\u4e2d\u4e00\u4e2a\u89e3\u91ca\u4e0e\u80fd\u529b\u6709\u5173\u3002\u9ad8\u7b49\u6559\u80b2\u771f\u6b63\u7684\u4ef7\u503c\uff0c\u4e5f\u8bb8\u4ece\u6765\u4e0d\u5728\u4e8e\u8ba9\u4eba\u5b66\u4f1a\u5982\u4f55\u5b8c\u6210\u5177\u4f53\u4efb\u52a1\uff0c\u800c\u662f\u57f9\u517b\u5206\u6790\u95ee\u9898\u3001\u521b\u65b0\u4e0e\u5224\u65ad\u529b\uff0c\u4ee5\u53ca\u5e94\u5bf9\u590d\u6742\u591a\u53d8\u60c5\u5883\u7684\u80fd\u529b\u3002\u5f53AI\u627f\u62c5\u6108\u6765\u6108\u591a\u6807\u51c6\u5316\u5de5\u4f5c\uff0c\u8fd9\u4e9b\u96be\u4ee5\u6807\u51c6\u5316\u7684\u80fd\u529b\u53cd\u800c\u66f4\u52a0\u91cd\u8981\u3002\u53e6\u4e00\u4e2a\u89e3\u91ca\u5219\u5173\u4e4e\u8baf\u53f7\u7406\u8bba\uff08signalling theory\uff09\u3002\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\uff08online labour market\uff09\u5b58\u5728\u660e\u663e\u7684\u8baf\u606f\u4e0d\u5bf9\u79f0\uff0c\u96c7\u4e3b\u5728\u6b63\u5f0f\u5408\u4f5c\u524d\u5f80\u5f80\u96be\u4ee5\u5224\u65ad\u964c\u751f\u5de5\u4f5c\u8005\u662f\u5426\u53ef\u9760\u3002\u5f53AI\u80fd\u8f7b\u6613\u751f\u6210\u4f18\u7f8e\u6587\u6848\u3001\u4ee3\u7801\u751a\u81f3\u4f5c\u54c1\u96c6\uff0c\u8868\u9762\u4e0a\u770b\u8d77\u6765\u4e0d\u9519\u7684\u5305\u88c5\u5df2\u663e\u5ec9\u4ef7\uff1b\u96c7\u4e3b\u53cd\u800c\u53ef\u80fd\u66f4\u501a\u91cd\u5b66\u5386\u3001\u540d\u6821\u80cc\u666f\u3001\u8fc7\u5f80\u58f0\u8a89\u7b49\u8f83\u96be\u590d\u5236\u7684\u53ef\u9760\u8baf\u53f7\u3002\u8fd9\u4e24\u79cd\u673a\u5236\u5728\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\u4e2d\u5747\u53ef\u53d1\u6325\u4f5c\u7528\u3002 \u8fd9\u5e76\u4e0d\u4ee3\u8868\u9ad8\u5b66\u5386\u52b3\u52a8\u8005\u53ef\u4ee5\u514d\u53d7AI\u51b2\u51fb\u3002\u786e\u5207\u800c\u8a00\uff0c\u9ad8\u5b66\u5386\u8005\u9762\u4e34\u6280\u672f\u53d8\u9769\u65f6\uff0c\u5728\u6536\u5165\u4e0e\u5c31\u4e1a\u673a\u4f1a\u65b9\u9762\u5c55\u73b0\u51fa\u76f8\u5bf9\u8f83\u5f3a\u7684\u97e7\u6027\u3002\u8fd9\u79cd\u5dee\u5f02\u4e5f\u663e\u793a\u751f\u6210\u5f0fAI\u672a\u5fc5\u4f1a\u7b80\u5355\u524a\u5f31\u6559\u80b2\u7684\u4ef7\u503c\uff0c\u800c\u53ef\u80fd\u6b63\u5728\u91cd\u5851\u6559\u80b2\u56de\u62a5\u7684\u672c\u8d28\u3002\u8fc7\u53bb\uff0c\u4e00\u4e2a\u4eba\u7684\u4f18\u52bf\u4f53\u73b0\u5728\u638c\u63e1\u67d0\u9879\u53ef\u76f4\u63a5\u6267\u884c\u7684\u4e13\u4e1a\u6280\u80fd\uff1b\u672a\u6765\uff0c\u968f\u7740\u90e8\u5206\u6807\u51c6\u5316\u4efb\u52a1\u9010\u6b65\u88abAI\u627f\u62c5\uff0c\u66f4\u4e3b\u8981\u7684\u6559\u80b2\u56de\u62a5\u6765\u6e90\u5c06\u662f\u80fd\u5426\u754c\u5b9a\u95ee\u9898\u3001\u6574\u5408\u77e5\u8bc6\u3001\u5e76\u5224\u65adAI\u8f93\u51fa\u7684\u53ef\u9760\u6027\u3002 \u8fd9\u5bf9\u5927\u5b66\u6559\u80b2\u4e5f\u662f\u4e00\u79cd\u8b66\u793a\u3002AI\u6108\u5bb9\u6613\u5b8c\u6210\u6807\u51c6\u5316\u6d41\u7a0b\uff0c\u52b3\u52a8\u8005\u4e4b\u95f4\u7684\u7ade\u4e89\u4f18\u52bf\u5c31\u6108\u53d6\u51b3\u4e8e\u96be\u4ee5\u6807\u51c6\u5316\u7684\u80fd\u529b\u3002\u5982\u679c\u8bfe\u7a0b\u5185\u5bb9\u4ecd\u805a\u7126\u4e8e\u8bad\u7ec3\u5b66\u751f\u5b8c\u6210\u6807\u51c6\u5316\u4efb\u52a1\uff0c\u800c\u76f8\u5173\u9886\u57df\u6070\u597d\u662fAI\u6240\u957f\uff0c\u90a3\u4e48\u5b66\u751f\u5728\u6bd5\u4e1a\u540e\uff0c\u4e5f\u672a\u5fc5\u56e0\u6b64\u83b7\u5f97\u66f4\u5927\u7684\u804c\u573a\u6210\u5c31\u4e0e\u97e7\u6027\u3002\u76f8\u53cd\uff0c\u8de8\u754c\u6574\u5408\u4e0e\u6301\u7eed\u521b\u65b0\u80fd\u529b\u4f1a\u6bd4\u719f\u7ec3\u67d0\u79cd\u4e13\u4e1a\u6280\u80fd\u66f4\u7ecf\u5f97\u8d77\u5916\u90e8\u6280\u672f\u51b2\u51fb\u5f15\u81f4\u7684\u8fc5\u901f\u53d8\u5316\u3002\u4f01\u4e1a\u57f9\u8bad\u540c\u6837\u5982\u6b64\u3002\u8bad\u7ec3\u5458\u5de5\u4f7f\u7528\u6700\u65b0\u7684AI\u5de5\u5177\u56fa\u7136\u91cd\u8981\uff0c\u4f46\u5de5\u5177\u66f4\u65b0\u6781\u5feb\uff0c\u51e0\u5e74\u540e\u53ef\u80fd\u5df2\u88ab\u53d6\u4ee3\uff1b\u771f\u6b63\u9700\u8981\u6316\u6398\u7684\u662f\u501f\u52a9\u65b0\u5de5\u5177\u91cd\u7ec4\u521b\u65b0\u4e0e\u89e3\u96be\u80fd\u529b\u3002 AI\u65f6\u4ee3\u6559\u80b2\u5e94\u4fa7\u91cd\u201c\u6559\u4ec0\u4e48\u201d \u6211\u4eec\u5e94\u91cd\u65b0\u5ba1\u89c6\u600e\u6837\u7684\u6559\u80b2\u4ecd\u5177\u5e02\u573a\u5438\u5f15\u529b\u3002\u9762\u5bf9\u751f\u6210\u5f0fAI\u7684\u8fc5\u901f\u666e\u53ca\uff0c\u6559\u80b2\u6700\u76f4\u63a5\u7684\u56de\u5e94\u5f80\u5f80\u662f\u589e\u52a0AI\u8bfe\u7a0b\u3001\u5f3a\u5316\u5de5\u5177\u8bad\u7ec3\uff0c\u751a\u81f3\u5021\u5bfc\u201c\u4eba\u4eba\u5b66AI\u201d\u3002\u8fd9\u4e9b\u505a\u6cd5\u6709\u5176\u5fc5\u8981\u6027\uff0c\u4f46\u4e5f\u5bb9\u6613\u628a\u6559\u80b2\u6539\u9769\u7b80\u5316\u4e3a\u5de5\u5177\u4f7f\u7528\u7684\u666e\u53ca\u3002\u771f\u6b63\u9700\u8981\u56de\u7b54\u7684\u95ee\u9898\u662f\uff1a\u5f53AI\u5de5\u5177\u672c\u8eab\u6108\u6765\u6108\u5bb9\u6613\u83b7\u53d6\uff0c\u54ea\u4e9b\u80fd\u529b\u4f1a\u5f62\u6210\u6301\u4e45\u7684\u7ade\u4e89\u4f18\u52bf\uff1f \u672a\u6765\u7684\u80fd\u529b\u5dee\u5f02\uff0c\u672a\u5fc5\u5728\u4e8e\u8c01\u66f4\u65e9\u5b66\u4f1a\u67d0\u4e2a\u6a21\u578b\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u5224\u65adAI\u7684\u7b54\u6848\u662f\u5426\u53ef\u4fe1\uff0c\u4ee5\u53ca\u5982\u4f55\u628aAI\u751f\u6210\u7684\u5185\u5bb9\u8f6c\u5316\u4e3a\u6709\u4ef7\u503c\u7684\u65b9\u6848\u3002\u5982\u679c\u5927\u5b66\u6559\u80b2\u53ea\u8bad\u7ec3\u5b66\u751f\u5b66\u4f1aAI\u64c5\u957f\u7684\u6807\u51c6\u5316\u6280\u80fd\uff0c\u5b66\u5386\u56de\u62a5\u81ea\u7136\u4f1a\u4e0b\u964d\uff1b\u4f46\u5982\u679c\u6559\u80b2\u80fd\u591f\u57f9\u517b\u5206\u6790\u5224\u65ad\u3001\u77e5\u8bc6\u6574\u5408\u3001\u6c9f\u901a\u534f\u4f5c\u4ee5\u53ca\u9002\u5e94\u65b0\u6280\u672f\u7b49\u8f83\u96be\u6807\u51c6\u5316\u7684\u80fd\u529b\uff0c\u5176\u4ef7\u503c\u53ef\u80fd\u66f4\u591a\u4f53\u73b0\u5728\u9762\u5bf9\u6280\u672f\u51b2\u51fb\u65f6\u7684\u9002\u5e94\u4e0e\u8c03\u6574\u80fd\u529b\u4e0a\u3002 \u7b14\u8005\u56e2\u961f\u7684\u6570\u636e\u63d0\u4f9b\u4e86\u4e00\u5b9a\u95f4\u63a5\u652f\u6301\uff1aAI\u51b2\u51fb\u540e\uff0c\u6559\u80b2\u7a0b\u5ea6\u8f83\u9ad8\u8005\u4e0e\u62e5\u6709\u9ad8\u6392\u540d\u5927\u5b66\u5b66\u5386\u8005\uff0c\u5728\u6536\u5165\u53ca\u5c31\u4e1a\u673a\u4f1a\u4e0a\u53d7\u635f\u76f8\u5bf9\u8f83\u8f7b\uff0c\u6574\u4f53\u5c55\u73b0\u51fa\u8f83\u5f3a\u97e7\u6027\u3002\u6362\u8a00\u4e4b\uff0c\u6559\u80b2\u7a0b\u5ea6\u4e0e\u9ad8\u6392\u540d\u5927\u5b66\u5b66\u5386\u6240\u4ee3\u8868\u7684\u5e02\u573a\u4f18\u52bf\uff0c\u5728AI\u51b2\u51fb\u4e0b\u5e76\u672a\u6d88\u5931\uff1b\u4e0e\u4e4b\u76f8\u5173\u7684\u8de8\u9886\u57df\u53ef\u8fc1\u79fb\u8ba4\u77e5\u80fd\u529b\u4ee5\u53ca\u5b66\u4e60\u65b0\u6280\u672f\u7684\u6bd4\u8f83\u4f18\u52bf\uff0c\u5728AI\u65f6\u4ee3\u53cd\u800c\u80fd\u6210\u4e3a\u6536\u5165\u4e0e\u5c31\u4e1a\u4e0a\u7684\u7f13\u51b2\u3002 \u5bf9\u5e7f\u5927\u52b3\u52a8\u8005\u800c\u8a00\uff0c\u4e0e\u5176\u4e0d\u505c\u8ffd\u9010\u4e0b\u4e00\u4e2a\u70ed\u95e8\u5de5\u5177\uff0c\u4e0d\u5982\u7d2f\u79ef\u4e00\u7ec4\u66f4\u96be\u88ab\u5de5\u5177\u53d6\u4ee3\u7684\u80fd\u529b\u3002\u5bf9\u5927\u5b66\u800c\u8a00\uff0c\u4e0d\u5e94\u53ea\u662f\u589e\u8bbe\u51e0\u95e8AI\u8bfe\u7a0b\uff0c\u800c\u5e94\u91cd\u65b0\u601d\u8003\u4eba\u624d\u57f9\u80b2\u7a76\u7adf\u80fd\u8d4b\u4e88\u5b66\u751f\u4ec0\u4e48\u6838\u5fc3\u80fd\u529b\u3002\u5bf9\u653f\u7b56\u5236\u5b9a\u8005\u800c\u8a00\uff0c\u518d\u57f9\u8bad\u4e0d\u80fd\u53ea\u505c\u7559\u5728\u5de5\u5177\u64cd\u4f5c\u5c42\u9762\uff0c\u800c\u5e94\u8457\u91cd\u534f\u52a9\u53d7AI\u51b2\u51fb\u8005\u8fbe\u81f4\u6280\u80fd\u8f6c\u6362\u4e0e\u804c\u6daf\u8f6c\u8f68\u3002 \u7efc\u4e0a\u53ef\u89c1\uff0c\u6559\u80b2\u9700\u56de\u5e94\u7684\u4e0d\u662f\u5355\u4e00\u7684\u5de5\u5177\u7406\u6027\u95ee\u9898\uff0c\u800c\u662f\u4e00\u7ec4\u66f4\u4e3a\u6839\u672c\u7684\u751f\u5b58\u547d\u9898\u3002\u751f\u6210\u5f0fAI\u538b\u4f4e\u4e86\u90e8\u5206\u6807\u51c6\u5316\u4efb\u52a1\u7684\u6210\u672c\uff0c\u52b3\u52a8\u5e02\u573a\u7684\u7ade\u4e89\u4f18\u52bf\u56e0\u800c\u4f1a\u503e\u5411\u8f83\u96be\u6807\u51c6\u5316\u7684\u7efc\u5408\u9002\u5e94\u529b\u3002\u6240\u4ee5\uff0cAI \u65f6\u4ee3\u5b66\u5386\u662f\u5426\u4ecd\u7136\u91cd\u8981\uff1f\u6216\u8bb8\u7b54\u6848\u662f\uff1a\u5b66\u5386\u672c\u8eab\u4e0d\u662f\u62a4\u57ce\u6cb3\uff0c\u5b66\u5386\u80cc\u540e\u90a3\u4e9bAI\u96be\u4ee5\u590d\u5236\u7684\u80fd\u529b\u624d\u662f\u3002 \u6ce8\uff1aLin, Q., Lu, A., &amp; Fang, C. (2027). Educational premium in the age of AI\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"google-site-verification\" content=\"google-site-verification=MjdkluDgHpNk2vz5slbwER2Gusw2rUDQuVULMERWzLo\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-educational-imperative-of-the-ai-era-insights-from-chatgpt-shocks-in-online-labor-markets\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.10\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"HKU Business School -\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\u4ece\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\u51b2\u51fb\u5206\u6790AI\u65f6\u4ee3\u7684\u6559\u80b2\u547d\u9898 - HKU Business School\" \/>\n\t\t<meta property=\"og:description\" content=\"ChatGPT \u95ee\u4e16\u4e0d\u8fc7\u6570\u5e74\uff0c\u5173\u4e8e\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u4e0e\u5c31\u4e1a\u7684\u8ba8\u8bba\u5df2\u660e\u663e\u8f6c\u5411\u3002\u8d77\u521d\uff0c\u4eba\u4eec\u62c5\u5fe7AI\u662f\u5426\u4f1a\u62a2\u8d70\u4eba\u7c7b\u5de5\u4f5c\uff1b\u5982\u4eca\u66f4\u503c\u5f97\u6df1\u601d\u7684\u662f\uff1a\u5f53\u6240\u6709\u4eba\u90fd\u80fd\u4f7f\u7528AI\u65f6\uff0c\u8c01\u624d\u6709\u80fd\u529b\u7ee7\u7eed\u7559\u5728\u724c\u684c\u4e0a\uff1f \u4ee5\u5f80\u63a5\u53d7\u9ad8\u7b49\u6559\u80b2\u7684\u4eba\uff0c\u4e00\u65b9\u9762\u4e3a\u4e86\u638c\u63e1\u4e13\u4e1a\u6280\u80fd\u4e0e\u77e5\u8bc6\uff0c\u53e6\u4e00\u65b9\u9762\u662f\u5411\u672a\u6765\u96c7\u4e3b\u8bc1\u660e\u81ea\u5df1\u7684\u80fd\u529b\u3002\u65f6\u81f3\u4eca\u65e5\uff0cAI\u5374\u5728\u540c\u65f6\u6539\u5199\u8fd9\u4e24\u4e2a\u76ee\u7684\uff1a\u77e5\u8bc6\u83b7\u53d6\u53d8\u5f97\u5bb9\u6613\uff0c\u90e8\u5206\u4e13\u4e1a\u6280\u80fd\u4ea6\u4e0d\u518d\u7a00\u7f3a\u3002\u7167\u6b64\u63a8\u8bba\uff0c\u5b66\u5386\u4f3c\u4e4e\u6b63\u5728\u8d2c\u503c\u3002 \u751f\u6210\u5f0fAI\u4e0e\u6614\u65e5\u7684\u81ea\u52a8\u5316\u6280\u672f\u4e0d\u540c\uff0c\u5f71\u54cd\u8303\u56f4\u4e0d\u518d\u53ea\u662f\u91cd\u590d\u6027\u4f53\u529b\u52b3\u52a8\uff0c\u8fd8\u5305\u62ec\u5199\u4f5c\u3001\u7ffb\u8bd1\u3001\u7f16\u7a0b\u8bbe\u8ba1\u3001\u8d44\u6599\u5206\u6790\u7b49\u4f20\u7edf\u610f\u4e49\u4e0a\u7684\u77e5\u8bc6\u5de5\u4f5c\u3002\u8fc7\u53bb\u9700\u8981\u591a\u5e74\u79ef\u7d2f\u624d\u80fd\u5b8c\u6210\u7684\u4efb\u52a1\uff0c\u73b0\u5728\u53ea\u9700\u51e0\u4e2a\u63d0\u793a\u8bcd\u3002 \u8868\u9762\u770b\u6765\uff0cAI \u4f3c\u4e4e\u6b63\u5728\u62c9\u5e73\u4eba\u4e0e\u4eba\u4e4b\u95f4\u7684\u80fd\u529b\u5dee\u8ddd\u3002\u5982\u679c\u673a\u5668\u80fd\u5e2e\u52a9\u6bcf\u4e2a\u4eba\u5199\u5f97\u66f4\u5feb\u3001\u753b\u5f97\u66f4\u597d\u3001\u7f16\u7a0b\u6548\u7387\u66f4\u9ad8\uff0c\u90a3\u4e48\u540d\u6821\u3001\u5b66\u5386\u4e0e\u4e13\u4e1a\u8bad\u7ec3\u7684\u91cd\u8981\u6027\u662f\u5426\u4e5f\u968f\u4e4b\u4e0b\u964d\uff1f \u7b14\u8005\u56e2\u961f\u7684\u7814\u7a76\u8868\u660e\uff0c\u7b54\u6848\u672a\u5fc5\u5982\u6b64\u3002 AI\u5f71\u54cd\u4e0e\u5c31\u4e1a\u5b89\u5168\u7684\u5206\u754c\u7ebf \u4ece 2022 \u5e74\u521d\u81f32025 \u5e74\u5e95\uff0c\u6211\u4eec\u8ffd\u8e2a\u4e86\u4e00\u4e2a\u5168\u7403\u5927\u578b\u7ebf\u4e0a\u52b3\u52a8\u5e73\u53f0\u8fd13\u4e07\u540d\u81ea\u7531\u5de5\u4f5c\u8005\uff0c\u5e76\u4ee5 2022 \u5e74 11 \u6708 ChatGPT \u516c\u5f00\u53d1\u5e03\u4f5c\u4e3a\u4e00\u6b21\u5916\u751f\u6027\u6280\u672f\u51b2\u51fb(exogenous technological shock)\u3002\u7814\u7a76\u53d1\u73b0\uff0c\u5728 ChatGPT \u95ee\u4e16\u4e4b\u524d\uff0c\u4ece\u4e8b\u7a0b\u5f0f\u7f16\u7801\u3001\u8d44\u6599\u5904\u7406\u3001\u5199\u4f5c\u3001\u7ffb\u8bd1\u53ca\u5185\u5bb9\u8bbe\u8ba1\u7b49\u751f\u6210\u5f0f AI \u8f83\u6613\u4ecb\u5165\u7684\u77e5\u8bc6\u578b\u4efb\u52a1\u52b3\u52a8\u8005\uff0c\u6b64\u540e\u6240\u53d7\u7684\u51b2\u51fb\u5c24\u4e3a\u660e\u663e\u3010\u6ce8\u3011\u3002\u8fd9\u4e9b\u804c\u4e1a\u5305\u542b\u4e0d\u5c11\u76f8\u5bf9\u5bb9\u6613\u88ab\u62c6\u89e3\u548c\u6807\u51c6\u5316\u7684\u4efb\u52a1\uff0c\u4e5f\u56e0\u8f83\u65e9\u53d7\u5230\u751f\u6210\u5f0fAI\u80fd\u529b\u6269\u5f20\u7684\u5f71\u54cd\uff0c\u5176\u6536\u5165\u3001\u5de5\u65f6\u4e0e\u5c31\u4e1a\u673a\u4f1a\u5747\u51fa\u73b0\u76f8\u5bf9\u8f83\u5927\u5e45\u5ea6\u7684\u4e0b\u964d\u3002\u6362\u8a00\u4e4b\uff0c\u5de5\u4f5c\u5185\u5bb9\u6108\u5bb9\u6613\u88ab\u751f\u6210\u5f0fAI\u4ea7\u51fa\uff0c\u5176\u5c31\u4e1a\u98ce\u9669\u6108\u5927\uff0c\u4e14\u66f4\u65e9\u9762\u4e34\u5e02\u573a\u9700\u6c42\u53d8\u5316\u4e0e\u7ade\u4e89\u52a0\u5267\u3002 \u57fa\u4e8e\u201c\u4eba\u4eba\u5b66AI\u201d\u7684\u70ed\u6f6e\uff0c\u6709\u5fc5\u8981\u6f84\u6e05\uff1a\u61c2AI\u4e0d\u4ee3\u8868\u4e0d\u5bb9\u6613\u88ab\u53d6\u4ee3\u3002\u201c\u4f1a\u7528AI\u201d\u4e0e\u201c\u4ece\u4e8b\u4e0d\u5bb9\u6613\u88abAI\u53d6\u4ee3\u7684\u5de5\u4f5c\u201d\u662f\u4e24\u4e2a\u4e0d\u540c\u6982\u5ff5\uff0c\u5173\u952e\u5728\u4e8e\u5de5\u4f5c\u4efb\u52a1\u4e0eAI\u80fd\u529b\u6709\u65e0\u91cd\u53e0\u3002\u4e00\u4e2a\u7a0b\u5f0f\u8bbe\u8ba1\u5458\u53ef\u80fd\u7cbe\u901a\u6280\u672f\uff0c\u4f46\u5982\u679c\u4ed6\u7684\u4e3b\u8981\u5de5\u4f5c\u662f\u6807\u51c6\u5316\u4ee3\u7801\u751f\u6210\uff0c\u4ecd\u53ef\u80fd\u53d7\u5230AI\u51b2\u51fb\u3002\u76f8\u8f83\u4e4b\u4e0b\uff0c\u4e00\u4e9b\u5305\u542b\u95ee\u9898\u5b9a\u4e49\u3001\u8de8\u754c\u6574\u5408\u3001\u7efc\u5408\u5224\u65ad\u4e0e\u56e2\u961f\u534f\u8c03\u7684\u5de5\u4f5c\uff0c\u4f8b\u5982\u7b56\u7565\u987e\u95ee\u3001\u9879\u76ee\u7ba1\u7406\u6216\u590d\u6742\u51b3\u7b56\u652f\u6301\uff0c\u5176\u6838\u5fc3\u4efb\u52a1\u8f83\u96be\u88ab\u6807\u51c6\u5316\uff0c\u4e5f\u96be\u4ee5\u88ab\u751f\u6210\u5f0fAI\u76f4\u63a5\u66ff\u4ee3\u3002 AI\u6ca1\u6709\u51cf\u635f\u5b66\u5386\u4ef7\u503c \u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u6211\u4eec\u53d1\u73b0\u6b64\u6b21\u6280\u672f\u51b2\u51fb\u5bf9\u5c31\u4e1a\u8005\u7684\u5f71\u54cd\u5e76\u975e\u5e73\u5747\u5206\u5e03\u3002\u968f\u7740\u6559\u80b2\u7a0b\u5ea6\u63d0\u9ad8\uff0c\u90e8\u5206\u52b3\u52a8\u8005\u5728\u9762\u5bf9AI\u51b2\u51fb\u65f6\u5c55\u73b0\u51fa\u8f83\u5f3a\u97e7\u6027\u3002\u5728\u6536\u5165\u4e0e\u5de5\u4f5c\u673a\u4f1a\u65b9\u9762\uff0c\u8fd9\u4e00\u5dee\u5f02\u5c24\u5176\u660e\u663e\uff0c\u535a\u58eb\u5b66\u5386\u52b3\u52a8\u8005\u7684\u76f8\u5bf9\u5c31\u4e1a\u8c03\u6574\u4e0d\u663e\u8457\uff0c\u800c\u6559\u80b2\u7a0b\u5ea6\u8f83\u4f4e\u7684\u52b3\u52a8\u8005\u5219\u627f\u53d7\u5c24\u4e3a\u660e\u663e\u7684\u8d1f\u9762\u5f71\u54cd\u3002\u81f3\u4e8e\u5927\u5b66\u80cc\u666f\u4e5f\u5448\u73b0\u4e0d\u540c\u8d8b\u52bf\uff1a\u6bd5\u4e1a\u4e8e\u6392\u540d\u8f83\u9ad8\u5927\u5b66\u7684\u52b3\u52a8\u8005\u53d7\u5230\u7684\u51b2\u51fb\u660e\u663e\u8f83\u5c0f\uff0c\u800c\u6765\u81ea\u6392\u540d\u8f83\u4f4e\u6216\u975e\u6392\u540d\u5927\u5b66\u7684\u52b3\u52a8\u8005\uff0c\u6536\u5165\u964d\u5e45\u5c24\u4e3a\u663e\u8457\u3002 \u4e3a\u4ec0\u4e48\u4f1a\u51fa\u73b0\u8fd9\u79cd\u60c5\u51b5\uff1f\u5176\u4e2d\u4e00\u4e2a\u89e3\u91ca\u4e0e\u80fd\u529b\u6709\u5173\u3002\u9ad8\u7b49\u6559\u80b2\u771f\u6b63\u7684\u4ef7\u503c\uff0c\u4e5f\u8bb8\u4ece\u6765\u4e0d\u5728\u4e8e\u8ba9\u4eba\u5b66\u4f1a\u5982\u4f55\u5b8c\u6210\u5177\u4f53\u4efb\u52a1\uff0c\u800c\u662f\u57f9\u517b\u5206\u6790\u95ee\u9898\u3001\u521b\u65b0\u4e0e\u5224\u65ad\u529b\uff0c\u4ee5\u53ca\u5e94\u5bf9\u590d\u6742\u591a\u53d8\u60c5\u5883\u7684\u80fd\u529b\u3002\u5f53AI\u627f\u62c5\u6108\u6765\u6108\u591a\u6807\u51c6\u5316\u5de5\u4f5c\uff0c\u8fd9\u4e9b\u96be\u4ee5\u6807\u51c6\u5316\u7684\u80fd\u529b\u53cd\u800c\u66f4\u52a0\u91cd\u8981\u3002\u53e6\u4e00\u4e2a\u89e3\u91ca\u5219\u5173\u4e4e\u8baf\u53f7\u7406\u8bba\uff08signalling theory\uff09\u3002\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\uff08online labour market\uff09\u5b58\u5728\u660e\u663e\u7684\u8baf\u606f\u4e0d\u5bf9\u79f0\uff0c\u96c7\u4e3b\u5728\u6b63\u5f0f\u5408\u4f5c\u524d\u5f80\u5f80\u96be\u4ee5\u5224\u65ad\u964c\u751f\u5de5\u4f5c\u8005\u662f\u5426\u53ef\u9760\u3002\u5f53AI\u80fd\u8f7b\u6613\u751f\u6210\u4f18\u7f8e\u6587\u6848\u3001\u4ee3\u7801\u751a\u81f3\u4f5c\u54c1\u96c6\uff0c\u8868\u9762\u4e0a\u770b\u8d77\u6765\u4e0d\u9519\u7684\u5305\u88c5\u5df2\u663e\u5ec9\u4ef7\uff1b\u96c7\u4e3b\u53cd\u800c\u53ef\u80fd\u66f4\u501a\u91cd\u5b66\u5386\u3001\u540d\u6821\u80cc\u666f\u3001\u8fc7\u5f80\u58f0\u8a89\u7b49\u8f83\u96be\u590d\u5236\u7684\u53ef\u9760\u8baf\u53f7\u3002\u8fd9\u4e24\u79cd\u673a\u5236\u5728\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\u4e2d\u5747\u53ef\u53d1\u6325\u4f5c\u7528\u3002 \u8fd9\u5e76\u4e0d\u4ee3\u8868\u9ad8\u5b66\u5386\u52b3\u52a8\u8005\u53ef\u4ee5\u514d\u53d7AI\u51b2\u51fb\u3002\u786e\u5207\u800c\u8a00\uff0c\u9ad8\u5b66\u5386\u8005\u9762\u4e34\u6280\u672f\u53d8\u9769\u65f6\uff0c\u5728\u6536\u5165\u4e0e\u5c31\u4e1a\u673a\u4f1a\u65b9\u9762\u5c55\u73b0\u51fa\u76f8\u5bf9\u8f83\u5f3a\u7684\u97e7\u6027\u3002\u8fd9\u79cd\u5dee\u5f02\u4e5f\u663e\u793a\u751f\u6210\u5f0fAI\u672a\u5fc5\u4f1a\u7b80\u5355\u524a\u5f31\u6559\u80b2\u7684\u4ef7\u503c\uff0c\u800c\u53ef\u80fd\u6b63\u5728\u91cd\u5851\u6559\u80b2\u56de\u62a5\u7684\u672c\u8d28\u3002\u8fc7\u53bb\uff0c\u4e00\u4e2a\u4eba\u7684\u4f18\u52bf\u4f53\u73b0\u5728\u638c\u63e1\u67d0\u9879\u53ef\u76f4\u63a5\u6267\u884c\u7684\u4e13\u4e1a\u6280\u80fd\uff1b\u672a\u6765\uff0c\u968f\u7740\u90e8\u5206\u6807\u51c6\u5316\u4efb\u52a1\u9010\u6b65\u88abAI\u627f\u62c5\uff0c\u66f4\u4e3b\u8981\u7684\u6559\u80b2\u56de\u62a5\u6765\u6e90\u5c06\u662f\u80fd\u5426\u754c\u5b9a\u95ee\u9898\u3001\u6574\u5408\u77e5\u8bc6\u3001\u5e76\u5224\u65adAI\u8f93\u51fa\u7684\u53ef\u9760\u6027\u3002 \u8fd9\u5bf9\u5927\u5b66\u6559\u80b2\u4e5f\u662f\u4e00\u79cd\u8b66\u793a\u3002AI\u6108\u5bb9\u6613\u5b8c\u6210\u6807\u51c6\u5316\u6d41\u7a0b\uff0c\u52b3\u52a8\u8005\u4e4b\u95f4\u7684\u7ade\u4e89\u4f18\u52bf\u5c31\u6108\u53d6\u51b3\u4e8e\u96be\u4ee5\u6807\u51c6\u5316\u7684\u80fd\u529b\u3002\u5982\u679c\u8bfe\u7a0b\u5185\u5bb9\u4ecd\u805a\u7126\u4e8e\u8bad\u7ec3\u5b66\u751f\u5b8c\u6210\u6807\u51c6\u5316\u4efb\u52a1\uff0c\u800c\u76f8\u5173\u9886\u57df\u6070\u597d\u662fAI\u6240\u957f\uff0c\u90a3\u4e48\u5b66\u751f\u5728\u6bd5\u4e1a\u540e\uff0c\u4e5f\u672a\u5fc5\u56e0\u6b64\u83b7\u5f97\u66f4\u5927\u7684\u804c\u573a\u6210\u5c31\u4e0e\u97e7\u6027\u3002\u76f8\u53cd\uff0c\u8de8\u754c\u6574\u5408\u4e0e\u6301\u7eed\u521b\u65b0\u80fd\u529b\u4f1a\u6bd4\u719f\u7ec3\u67d0\u79cd\u4e13\u4e1a\u6280\u80fd\u66f4\u7ecf\u5f97\u8d77\u5916\u90e8\u6280\u672f\u51b2\u51fb\u5f15\u81f4\u7684\u8fc5\u901f\u53d8\u5316\u3002\u4f01\u4e1a\u57f9\u8bad\u540c\u6837\u5982\u6b64\u3002\u8bad\u7ec3\u5458\u5de5\u4f7f\u7528\u6700\u65b0\u7684AI\u5de5\u5177\u56fa\u7136\u91cd\u8981\uff0c\u4f46\u5de5\u5177\u66f4\u65b0\u6781\u5feb\uff0c\u51e0\u5e74\u540e\u53ef\u80fd\u5df2\u88ab\u53d6\u4ee3\uff1b\u771f\u6b63\u9700\u8981\u6316\u6398\u7684\u662f\u501f\u52a9\u65b0\u5de5\u5177\u91cd\u7ec4\u521b\u65b0\u4e0e\u89e3\u96be\u80fd\u529b\u3002 AI\u65f6\u4ee3\u6559\u80b2\u5e94\u4fa7\u91cd\u201c\u6559\u4ec0\u4e48\u201d \u6211\u4eec\u5e94\u91cd\u65b0\u5ba1\u89c6\u600e\u6837\u7684\u6559\u80b2\u4ecd\u5177\u5e02\u573a\u5438\u5f15\u529b\u3002\u9762\u5bf9\u751f\u6210\u5f0fAI\u7684\u8fc5\u901f\u666e\u53ca\uff0c\u6559\u80b2\u6700\u76f4\u63a5\u7684\u56de\u5e94\u5f80\u5f80\u662f\u589e\u52a0AI\u8bfe\u7a0b\u3001\u5f3a\u5316\u5de5\u5177\u8bad\u7ec3\uff0c\u751a\u81f3\u5021\u5bfc\u201c\u4eba\u4eba\u5b66AI\u201d\u3002\u8fd9\u4e9b\u505a\u6cd5\u6709\u5176\u5fc5\u8981\u6027\uff0c\u4f46\u4e5f\u5bb9\u6613\u628a\u6559\u80b2\u6539\u9769\u7b80\u5316\u4e3a\u5de5\u5177\u4f7f\u7528\u7684\u666e\u53ca\u3002\u771f\u6b63\u9700\u8981\u56de\u7b54\u7684\u95ee\u9898\u662f\uff1a\u5f53AI\u5de5\u5177\u672c\u8eab\u6108\u6765\u6108\u5bb9\u6613\u83b7\u53d6\uff0c\u54ea\u4e9b\u80fd\u529b\u4f1a\u5f62\u6210\u6301\u4e45\u7684\u7ade\u4e89\u4f18\u52bf\uff1f \u672a\u6765\u7684\u80fd\u529b\u5dee\u5f02\uff0c\u672a\u5fc5\u5728\u4e8e\u8c01\u66f4\u65e9\u5b66\u4f1a\u67d0\u4e2a\u6a21\u578b\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u5224\u65adAI\u7684\u7b54\u6848\u662f\u5426\u53ef\u4fe1\uff0c\u4ee5\u53ca\u5982\u4f55\u628aAI\u751f\u6210\u7684\u5185\u5bb9\u8f6c\u5316\u4e3a\u6709\u4ef7\u503c\u7684\u65b9\u6848\u3002\u5982\u679c\u5927\u5b66\u6559\u80b2\u53ea\u8bad\u7ec3\u5b66\u751f\u5b66\u4f1aAI\u64c5\u957f\u7684\u6807\u51c6\u5316\u6280\u80fd\uff0c\u5b66\u5386\u56de\u62a5\u81ea\u7136\u4f1a\u4e0b\u964d\uff1b\u4f46\u5982\u679c\u6559\u80b2\u80fd\u591f\u57f9\u517b\u5206\u6790\u5224\u65ad\u3001\u77e5\u8bc6\u6574\u5408\u3001\u6c9f\u901a\u534f\u4f5c\u4ee5\u53ca\u9002\u5e94\u65b0\u6280\u672f\u7b49\u8f83\u96be\u6807\u51c6\u5316\u7684\u80fd\u529b\uff0c\u5176\u4ef7\u503c\u53ef\u80fd\u66f4\u591a\u4f53\u73b0\u5728\u9762\u5bf9\u6280\u672f\u51b2\u51fb\u65f6\u7684\u9002\u5e94\u4e0e\u8c03\u6574\u80fd\u529b\u4e0a\u3002 \u7b14\u8005\u56e2\u961f\u7684\u6570\u636e\u63d0\u4f9b\u4e86\u4e00\u5b9a\u95f4\u63a5\u652f\u6301\uff1aAI\u51b2\u51fb\u540e\uff0c\u6559\u80b2\u7a0b\u5ea6\u8f83\u9ad8\u8005\u4e0e\u62e5\u6709\u9ad8\u6392\u540d\u5927\u5b66\u5b66\u5386\u8005\uff0c\u5728\u6536\u5165\u53ca\u5c31\u4e1a\u673a\u4f1a\u4e0a\u53d7\u635f\u76f8\u5bf9\u8f83\u8f7b\uff0c\u6574\u4f53\u5c55\u73b0\u51fa\u8f83\u5f3a\u97e7\u6027\u3002\u6362\u8a00\u4e4b\uff0c\u6559\u80b2\u7a0b\u5ea6\u4e0e\u9ad8\u6392\u540d\u5927\u5b66\u5b66\u5386\u6240\u4ee3\u8868\u7684\u5e02\u573a\u4f18\u52bf\uff0c\u5728AI\u51b2\u51fb\u4e0b\u5e76\u672a\u6d88\u5931\uff1b\u4e0e\u4e4b\u76f8\u5173\u7684\u8de8\u9886\u57df\u53ef\u8fc1\u79fb\u8ba4\u77e5\u80fd\u529b\u4ee5\u53ca\u5b66\u4e60\u65b0\u6280\u672f\u7684\u6bd4\u8f83\u4f18\u52bf\uff0c\u5728AI\u65f6\u4ee3\u53cd\u800c\u80fd\u6210\u4e3a\u6536\u5165\u4e0e\u5c31\u4e1a\u4e0a\u7684\u7f13\u51b2\u3002 \u5bf9\u5e7f\u5927\u52b3\u52a8\u8005\u800c\u8a00\uff0c\u4e0e\u5176\u4e0d\u505c\u8ffd\u9010\u4e0b\u4e00\u4e2a\u70ed\u95e8\u5de5\u5177\uff0c\u4e0d\u5982\u7d2f\u79ef\u4e00\u7ec4\u66f4\u96be\u88ab\u5de5\u5177\u53d6\u4ee3\u7684\u80fd\u529b\u3002\u5bf9\u5927\u5b66\u800c\u8a00\uff0c\u4e0d\u5e94\u53ea\u662f\u589e\u8bbe\u51e0\u95e8AI\u8bfe\u7a0b\uff0c\u800c\u5e94\u91cd\u65b0\u601d\u8003\u4eba\u624d\u57f9\u80b2\u7a76\u7adf\u80fd\u8d4b\u4e88\u5b66\u751f\u4ec0\u4e48\u6838\u5fc3\u80fd\u529b\u3002\u5bf9\u653f\u7b56\u5236\u5b9a\u8005\u800c\u8a00\uff0c\u518d\u57f9\u8bad\u4e0d\u80fd\u53ea\u505c\u7559\u5728\u5de5\u5177\u64cd\u4f5c\u5c42\u9762\uff0c\u800c\u5e94\u8457\u91cd\u534f\u52a9\u53d7AI\u51b2\u51fb\u8005\u8fbe\u81f4\u6280\u80fd\u8f6c\u6362\u4e0e\u804c\u6daf\u8f6c\u8f68\u3002 \u7efc\u4e0a\u53ef\u89c1\uff0c\u6559\u80b2\u9700\u56de\u5e94\u7684\u4e0d\u662f\u5355\u4e00\u7684\u5de5\u5177\u7406\u6027\u95ee\u9898\uff0c\u800c\u662f\u4e00\u7ec4\u66f4\u4e3a\u6839\u672c\u7684\u751f\u5b58\u547d\u9898\u3002\u751f\u6210\u5f0fAI\u538b\u4f4e\u4e86\u90e8\u5206\u6807\u51c6\u5316\u4efb\u52a1\u7684\u6210\u672c\uff0c\u52b3\u52a8\u5e02\u573a\u7684\u7ade\u4e89\u4f18\u52bf\u56e0\u800c\u4f1a\u503e\u5411\u8f83\u96be\u6807\u51c6\u5316\u7684\u7efc\u5408\u9002\u5e94\u529b\u3002\u6240\u4ee5\uff0cAI \u65f6\u4ee3\u5b66\u5386\u662f\u5426\u4ecd\u7136\u91cd\u8981\uff1f\u6216\u8bb8\u7b54\u6848\u662f\uff1a\u5b66\u5386\u672c\u8eab\u4e0d\u662f\u62a4\u57ce\u6cb3\uff0c\u5b66\u5386\u80cc\u540e\u90a3\u4e9bAI\u96be\u4ee5\u590d\u5236\u7684\u80fd\u529b\u624d\u662f\u3002 \u6ce8\uff1aLin, Q., Lu, A., &amp; Fang, C. (2027). Educational premium in the age of AI\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-educational-imperative-of-the-ai-era-insights-from-chatgpt-shocks-in-online-labor-markets\/\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2026-09-16T03:28:22+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2026-09-16T03:31:58+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:title\" content=\"\u4ece\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\u51b2\u51fb\u5206\u6790AI\u65f6\u4ee3\u7684\u6559\u80b2\u547d\u9898 - HKU Business School\" \/>\n\t\t<meta name=\"twitter:description\" content=\"ChatGPT \u95ee\u4e16\u4e0d\u8fc7\u6570\u5e74\uff0c\u5173\u4e8e\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u4e0e\u5c31\u4e1a\u7684\u8ba8\u8bba\u5df2\u660e\u663e\u8f6c\u5411\u3002\u8d77\u521d\uff0c\u4eba\u4eec\u62c5\u5fe7AI\u662f\u5426\u4f1a\u62a2\u8d70\u4eba\u7c7b\u5de5\u4f5c\uff1b\u5982\u4eca\u66f4\u503c\u5f97\u6df1\u601d\u7684\u662f\uff1a\u5f53\u6240\u6709\u4eba\u90fd\u80fd\u4f7f\u7528AI\u65f6\uff0c\u8c01\u624d\u6709\u80fd\u529b\u7ee7\u7eed\u7559\u5728\u724c\u684c\u4e0a\uff1f \u4ee5\u5f80\u63a5\u53d7\u9ad8\u7b49\u6559\u80b2\u7684\u4eba\uff0c\u4e00\u65b9\u9762\u4e3a\u4e86\u638c\u63e1\u4e13\u4e1a\u6280\u80fd\u4e0e\u77e5\u8bc6\uff0c\u53e6\u4e00\u65b9\u9762\u662f\u5411\u672a\u6765\u96c7\u4e3b\u8bc1\u660e\u81ea\u5df1\u7684\u80fd\u529b\u3002\u65f6\u81f3\u4eca\u65e5\uff0cAI\u5374\u5728\u540c\u65f6\u6539\u5199\u8fd9\u4e24\u4e2a\u76ee\u7684\uff1a\u77e5\u8bc6\u83b7\u53d6\u53d8\u5f97\u5bb9\u6613\uff0c\u90e8\u5206\u4e13\u4e1a\u6280\u80fd\u4ea6\u4e0d\u518d\u7a00\u7f3a\u3002\u7167\u6b64\u63a8\u8bba\uff0c\u5b66\u5386\u4f3c\u4e4e\u6b63\u5728\u8d2c\u503c\u3002 \u751f\u6210\u5f0fAI\u4e0e\u6614\u65e5\u7684\u81ea\u52a8\u5316\u6280\u672f\u4e0d\u540c\uff0c\u5f71\u54cd\u8303\u56f4\u4e0d\u518d\u53ea\u662f\u91cd\u590d\u6027\u4f53\u529b\u52b3\u52a8\uff0c\u8fd8\u5305\u62ec\u5199\u4f5c\u3001\u7ffb\u8bd1\u3001\u7f16\u7a0b\u8bbe\u8ba1\u3001\u8d44\u6599\u5206\u6790\u7b49\u4f20\u7edf\u610f\u4e49\u4e0a\u7684\u77e5\u8bc6\u5de5\u4f5c\u3002\u8fc7\u53bb\u9700\u8981\u591a\u5e74\u79ef\u7d2f\u624d\u80fd\u5b8c\u6210\u7684\u4efb\u52a1\uff0c\u73b0\u5728\u53ea\u9700\u51e0\u4e2a\u63d0\u793a\u8bcd\u3002 \u8868\u9762\u770b\u6765\uff0cAI \u4f3c\u4e4e\u6b63\u5728\u62c9\u5e73\u4eba\u4e0e\u4eba\u4e4b\u95f4\u7684\u80fd\u529b\u5dee\u8ddd\u3002\u5982\u679c\u673a\u5668\u80fd\u5e2e\u52a9\u6bcf\u4e2a\u4eba\u5199\u5f97\u66f4\u5feb\u3001\u753b\u5f97\u66f4\u597d\u3001\u7f16\u7a0b\u6548\u7387\u66f4\u9ad8\uff0c\u90a3\u4e48\u540d\u6821\u3001\u5b66\u5386\u4e0e\u4e13\u4e1a\u8bad\u7ec3\u7684\u91cd\u8981\u6027\u662f\u5426\u4e5f\u968f\u4e4b\u4e0b\u964d\uff1f \u7b14\u8005\u56e2\u961f\u7684\u7814\u7a76\u8868\u660e\uff0c\u7b54\u6848\u672a\u5fc5\u5982\u6b64\u3002 AI\u5f71\u54cd\u4e0e\u5c31\u4e1a\u5b89\u5168\u7684\u5206\u754c\u7ebf \u4ece 2022 \u5e74\u521d\u81f32025 \u5e74\u5e95\uff0c\u6211\u4eec\u8ffd\u8e2a\u4e86\u4e00\u4e2a\u5168\u7403\u5927\u578b\u7ebf\u4e0a\u52b3\u52a8\u5e73\u53f0\u8fd13\u4e07\u540d\u81ea\u7531\u5de5\u4f5c\u8005\uff0c\u5e76\u4ee5 2022 \u5e74 11 \u6708 ChatGPT \u516c\u5f00\u53d1\u5e03\u4f5c\u4e3a\u4e00\u6b21\u5916\u751f\u6027\u6280\u672f\u51b2\u51fb(exogenous technological shock)\u3002\u7814\u7a76\u53d1\u73b0\uff0c\u5728 ChatGPT \u95ee\u4e16\u4e4b\u524d\uff0c\u4ece\u4e8b\u7a0b\u5f0f\u7f16\u7801\u3001\u8d44\u6599\u5904\u7406\u3001\u5199\u4f5c\u3001\u7ffb\u8bd1\u53ca\u5185\u5bb9\u8bbe\u8ba1\u7b49\u751f\u6210\u5f0f AI \u8f83\u6613\u4ecb\u5165\u7684\u77e5\u8bc6\u578b\u4efb\u52a1\u52b3\u52a8\u8005\uff0c\u6b64\u540e\u6240\u53d7\u7684\u51b2\u51fb\u5c24\u4e3a\u660e\u663e\u3010\u6ce8\u3011\u3002\u8fd9\u4e9b\u804c\u4e1a\u5305\u542b\u4e0d\u5c11\u76f8\u5bf9\u5bb9\u6613\u88ab\u62c6\u89e3\u548c\u6807\u51c6\u5316\u7684\u4efb\u52a1\uff0c\u4e5f\u56e0\u8f83\u65e9\u53d7\u5230\u751f\u6210\u5f0fAI\u80fd\u529b\u6269\u5f20\u7684\u5f71\u54cd\uff0c\u5176\u6536\u5165\u3001\u5de5\u65f6\u4e0e\u5c31\u4e1a\u673a\u4f1a\u5747\u51fa\u73b0\u76f8\u5bf9\u8f83\u5927\u5e45\u5ea6\u7684\u4e0b\u964d\u3002\u6362\u8a00\u4e4b\uff0c\u5de5\u4f5c\u5185\u5bb9\u6108\u5bb9\u6613\u88ab\u751f\u6210\u5f0fAI\u4ea7\u51fa\uff0c\u5176\u5c31\u4e1a\u98ce\u9669\u6108\u5927\uff0c\u4e14\u66f4\u65e9\u9762\u4e34\u5e02\u573a\u9700\u6c42\u53d8\u5316\u4e0e\u7ade\u4e89\u52a0\u5267\u3002 \u57fa\u4e8e\u201c\u4eba\u4eba\u5b66AI\u201d\u7684\u70ed\u6f6e\uff0c\u6709\u5fc5\u8981\u6f84\u6e05\uff1a\u61c2AI\u4e0d\u4ee3\u8868\u4e0d\u5bb9\u6613\u88ab\u53d6\u4ee3\u3002\u201c\u4f1a\u7528AI\u201d\u4e0e\u201c\u4ece\u4e8b\u4e0d\u5bb9\u6613\u88abAI\u53d6\u4ee3\u7684\u5de5\u4f5c\u201d\u662f\u4e24\u4e2a\u4e0d\u540c\u6982\u5ff5\uff0c\u5173\u952e\u5728\u4e8e\u5de5\u4f5c\u4efb\u52a1\u4e0eAI\u80fd\u529b\u6709\u65e0\u91cd\u53e0\u3002\u4e00\u4e2a\u7a0b\u5f0f\u8bbe\u8ba1\u5458\u53ef\u80fd\u7cbe\u901a\u6280\u672f\uff0c\u4f46\u5982\u679c\u4ed6\u7684\u4e3b\u8981\u5de5\u4f5c\u662f\u6807\u51c6\u5316\u4ee3\u7801\u751f\u6210\uff0c\u4ecd\u53ef\u80fd\u53d7\u5230AI\u51b2\u51fb\u3002\u76f8\u8f83\u4e4b\u4e0b\uff0c\u4e00\u4e9b\u5305\u542b\u95ee\u9898\u5b9a\u4e49\u3001\u8de8\u754c\u6574\u5408\u3001\u7efc\u5408\u5224\u65ad\u4e0e\u56e2\u961f\u534f\u8c03\u7684\u5de5\u4f5c\uff0c\u4f8b\u5982\u7b56\u7565\u987e\u95ee\u3001\u9879\u76ee\u7ba1\u7406\u6216\u590d\u6742\u51b3\u7b56\u652f\u6301\uff0c\u5176\u6838\u5fc3\u4efb\u52a1\u8f83\u96be\u88ab\u6807\u51c6\u5316\uff0c\u4e5f\u96be\u4ee5\u88ab\u751f\u6210\u5f0fAI\u76f4\u63a5\u66ff\u4ee3\u3002 AI\u6ca1\u6709\u51cf\u635f\u5b66\u5386\u4ef7\u503c \u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u6211\u4eec\u53d1\u73b0\u6b64\u6b21\u6280\u672f\u51b2\u51fb\u5bf9\u5c31\u4e1a\u8005\u7684\u5f71\u54cd\u5e76\u975e\u5e73\u5747\u5206\u5e03\u3002\u968f\u7740\u6559\u80b2\u7a0b\u5ea6\u63d0\u9ad8\uff0c\u90e8\u5206\u52b3\u52a8\u8005\u5728\u9762\u5bf9AI\u51b2\u51fb\u65f6\u5c55\u73b0\u51fa\u8f83\u5f3a\u97e7\u6027\u3002\u5728\u6536\u5165\u4e0e\u5de5\u4f5c\u673a\u4f1a\u65b9\u9762\uff0c\u8fd9\u4e00\u5dee\u5f02\u5c24\u5176\u660e\u663e\uff0c\u535a\u58eb\u5b66\u5386\u52b3\u52a8\u8005\u7684\u76f8\u5bf9\u5c31\u4e1a\u8c03\u6574\u4e0d\u663e\u8457\uff0c\u800c\u6559\u80b2\u7a0b\u5ea6\u8f83\u4f4e\u7684\u52b3\u52a8\u8005\u5219\u627f\u53d7\u5c24\u4e3a\u660e\u663e\u7684\u8d1f\u9762\u5f71\u54cd\u3002\u81f3\u4e8e\u5927\u5b66\u80cc\u666f\u4e5f\u5448\u73b0\u4e0d\u540c\u8d8b\u52bf\uff1a\u6bd5\u4e1a\u4e8e\u6392\u540d\u8f83\u9ad8\u5927\u5b66\u7684\u52b3\u52a8\u8005\u53d7\u5230\u7684\u51b2\u51fb\u660e\u663e\u8f83\u5c0f\uff0c\u800c\u6765\u81ea\u6392\u540d\u8f83\u4f4e\u6216\u975e\u6392\u540d\u5927\u5b66\u7684\u52b3\u52a8\u8005\uff0c\u6536\u5165\u964d\u5e45\u5c24\u4e3a\u663e\u8457\u3002 \u4e3a\u4ec0\u4e48\u4f1a\u51fa\u73b0\u8fd9\u79cd\u60c5\u51b5\uff1f\u5176\u4e2d\u4e00\u4e2a\u89e3\u91ca\u4e0e\u80fd\u529b\u6709\u5173\u3002\u9ad8\u7b49\u6559\u80b2\u771f\u6b63\u7684\u4ef7\u503c\uff0c\u4e5f\u8bb8\u4ece\u6765\u4e0d\u5728\u4e8e\u8ba9\u4eba\u5b66\u4f1a\u5982\u4f55\u5b8c\u6210\u5177\u4f53\u4efb\u52a1\uff0c\u800c\u662f\u57f9\u517b\u5206\u6790\u95ee\u9898\u3001\u521b\u65b0\u4e0e\u5224\u65ad\u529b\uff0c\u4ee5\u53ca\u5e94\u5bf9\u590d\u6742\u591a\u53d8\u60c5\u5883\u7684\u80fd\u529b\u3002\u5f53AI\u627f\u62c5\u6108\u6765\u6108\u591a\u6807\u51c6\u5316\u5de5\u4f5c\uff0c\u8fd9\u4e9b\u96be\u4ee5\u6807\u51c6\u5316\u7684\u80fd\u529b\u53cd\u800c\u66f4\u52a0\u91cd\u8981\u3002\u53e6\u4e00\u4e2a\u89e3\u91ca\u5219\u5173\u4e4e\u8baf\u53f7\u7406\u8bba\uff08signalling theory\uff09\u3002\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\uff08online labour market\uff09\u5b58\u5728\u660e\u663e\u7684\u8baf\u606f\u4e0d\u5bf9\u79f0\uff0c\u96c7\u4e3b\u5728\u6b63\u5f0f\u5408\u4f5c\u524d\u5f80\u5f80\u96be\u4ee5\u5224\u65ad\u964c\u751f\u5de5\u4f5c\u8005\u662f\u5426\u53ef\u9760\u3002\u5f53AI\u80fd\u8f7b\u6613\u751f\u6210\u4f18\u7f8e\u6587\u6848\u3001\u4ee3\u7801\u751a\u81f3\u4f5c\u54c1\u96c6\uff0c\u8868\u9762\u4e0a\u770b\u8d77\u6765\u4e0d\u9519\u7684\u5305\u88c5\u5df2\u663e\u5ec9\u4ef7\uff1b\u96c7\u4e3b\u53cd\u800c\u53ef\u80fd\u66f4\u501a\u91cd\u5b66\u5386\u3001\u540d\u6821\u80cc\u666f\u3001\u8fc7\u5f80\u58f0\u8a89\u7b49\u8f83\u96be\u590d\u5236\u7684\u53ef\u9760\u8baf\u53f7\u3002\u8fd9\u4e24\u79cd\u673a\u5236\u5728\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\u4e2d\u5747\u53ef\u53d1\u6325\u4f5c\u7528\u3002 \u8fd9\u5e76\u4e0d\u4ee3\u8868\u9ad8\u5b66\u5386\u52b3\u52a8\u8005\u53ef\u4ee5\u514d\u53d7AI\u51b2\u51fb\u3002\u786e\u5207\u800c\u8a00\uff0c\u9ad8\u5b66\u5386\u8005\u9762\u4e34\u6280\u672f\u53d8\u9769\u65f6\uff0c\u5728\u6536\u5165\u4e0e\u5c31\u4e1a\u673a\u4f1a\u65b9\u9762\u5c55\u73b0\u51fa\u76f8\u5bf9\u8f83\u5f3a\u7684\u97e7\u6027\u3002\u8fd9\u79cd\u5dee\u5f02\u4e5f\u663e\u793a\u751f\u6210\u5f0fAI\u672a\u5fc5\u4f1a\u7b80\u5355\u524a\u5f31\u6559\u80b2\u7684\u4ef7\u503c\uff0c\u800c\u53ef\u80fd\u6b63\u5728\u91cd\u5851\u6559\u80b2\u56de\u62a5\u7684\u672c\u8d28\u3002\u8fc7\u53bb\uff0c\u4e00\u4e2a\u4eba\u7684\u4f18\u52bf\u4f53\u73b0\u5728\u638c\u63e1\u67d0\u9879\u53ef\u76f4\u63a5\u6267\u884c\u7684\u4e13\u4e1a\u6280\u80fd\uff1b\u672a\u6765\uff0c\u968f\u7740\u90e8\u5206\u6807\u51c6\u5316\u4efb\u52a1\u9010\u6b65\u88abAI\u627f\u62c5\uff0c\u66f4\u4e3b\u8981\u7684\u6559\u80b2\u56de\u62a5\u6765\u6e90\u5c06\u662f\u80fd\u5426\u754c\u5b9a\u95ee\u9898\u3001\u6574\u5408\u77e5\u8bc6\u3001\u5e76\u5224\u65adAI\u8f93\u51fa\u7684\u53ef\u9760\u6027\u3002 \u8fd9\u5bf9\u5927\u5b66\u6559\u80b2\u4e5f\u662f\u4e00\u79cd\u8b66\u793a\u3002AI\u6108\u5bb9\u6613\u5b8c\u6210\u6807\u51c6\u5316\u6d41\u7a0b\uff0c\u52b3\u52a8\u8005\u4e4b\u95f4\u7684\u7ade\u4e89\u4f18\u52bf\u5c31\u6108\u53d6\u51b3\u4e8e\u96be\u4ee5\u6807\u51c6\u5316\u7684\u80fd\u529b\u3002\u5982\u679c\u8bfe\u7a0b\u5185\u5bb9\u4ecd\u805a\u7126\u4e8e\u8bad\u7ec3\u5b66\u751f\u5b8c\u6210\u6807\u51c6\u5316\u4efb\u52a1\uff0c\u800c\u76f8\u5173\u9886\u57df\u6070\u597d\u662fAI\u6240\u957f\uff0c\u90a3\u4e48\u5b66\u751f\u5728\u6bd5\u4e1a\u540e\uff0c\u4e5f\u672a\u5fc5\u56e0\u6b64\u83b7\u5f97\u66f4\u5927\u7684\u804c\u573a\u6210\u5c31\u4e0e\u97e7\u6027\u3002\u76f8\u53cd\uff0c\u8de8\u754c\u6574\u5408\u4e0e\u6301\u7eed\u521b\u65b0\u80fd\u529b\u4f1a\u6bd4\u719f\u7ec3\u67d0\u79cd\u4e13\u4e1a\u6280\u80fd\u66f4\u7ecf\u5f97\u8d77\u5916\u90e8\u6280\u672f\u51b2\u51fb\u5f15\u81f4\u7684\u8fc5\u901f\u53d8\u5316\u3002\u4f01\u4e1a\u57f9\u8bad\u540c\u6837\u5982\u6b64\u3002\u8bad\u7ec3\u5458\u5de5\u4f7f\u7528\u6700\u65b0\u7684AI\u5de5\u5177\u56fa\u7136\u91cd\u8981\uff0c\u4f46\u5de5\u5177\u66f4\u65b0\u6781\u5feb\uff0c\u51e0\u5e74\u540e\u53ef\u80fd\u5df2\u88ab\u53d6\u4ee3\uff1b\u771f\u6b63\u9700\u8981\u6316\u6398\u7684\u662f\u501f\u52a9\u65b0\u5de5\u5177\u91cd\u7ec4\u521b\u65b0\u4e0e\u89e3\u96be\u80fd\u529b\u3002 AI\u65f6\u4ee3\u6559\u80b2\u5e94\u4fa7\u91cd\u201c\u6559\u4ec0\u4e48\u201d \u6211\u4eec\u5e94\u91cd\u65b0\u5ba1\u89c6\u600e\u6837\u7684\u6559\u80b2\u4ecd\u5177\u5e02\u573a\u5438\u5f15\u529b\u3002\u9762\u5bf9\u751f\u6210\u5f0fAI\u7684\u8fc5\u901f\u666e\u53ca\uff0c\u6559\u80b2\u6700\u76f4\u63a5\u7684\u56de\u5e94\u5f80\u5f80\u662f\u589e\u52a0AI\u8bfe\u7a0b\u3001\u5f3a\u5316\u5de5\u5177\u8bad\u7ec3\uff0c\u751a\u81f3\u5021\u5bfc\u201c\u4eba\u4eba\u5b66AI\u201d\u3002\u8fd9\u4e9b\u505a\u6cd5\u6709\u5176\u5fc5\u8981\u6027\uff0c\u4f46\u4e5f\u5bb9\u6613\u628a\u6559\u80b2\u6539\u9769\u7b80\u5316\u4e3a\u5de5\u5177\u4f7f\u7528\u7684\u666e\u53ca\u3002\u771f\u6b63\u9700\u8981\u56de\u7b54\u7684\u95ee\u9898\u662f\uff1a\u5f53AI\u5de5\u5177\u672c\u8eab\u6108\u6765\u6108\u5bb9\u6613\u83b7\u53d6\uff0c\u54ea\u4e9b\u80fd\u529b\u4f1a\u5f62\u6210\u6301\u4e45\u7684\u7ade\u4e89\u4f18\u52bf\uff1f \u672a\u6765\u7684\u80fd\u529b\u5dee\u5f02\uff0c\u672a\u5fc5\u5728\u4e8e\u8c01\u66f4\u65e9\u5b66\u4f1a\u67d0\u4e2a\u6a21\u578b\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u5224\u65adAI\u7684\u7b54\u6848\u662f\u5426\u53ef\u4fe1\uff0c\u4ee5\u53ca\u5982\u4f55\u628aAI\u751f\u6210\u7684\u5185\u5bb9\u8f6c\u5316\u4e3a\u6709\u4ef7\u503c\u7684\u65b9\u6848\u3002\u5982\u679c\u5927\u5b66\u6559\u80b2\u53ea\u8bad\u7ec3\u5b66\u751f\u5b66\u4f1aAI\u64c5\u957f\u7684\u6807\u51c6\u5316\u6280\u80fd\uff0c\u5b66\u5386\u56de\u62a5\u81ea\u7136\u4f1a\u4e0b\u964d\uff1b\u4f46\u5982\u679c\u6559\u80b2\u80fd\u591f\u57f9\u517b\u5206\u6790\u5224\u65ad\u3001\u77e5\u8bc6\u6574\u5408\u3001\u6c9f\u901a\u534f\u4f5c\u4ee5\u53ca\u9002\u5e94\u65b0\u6280\u672f\u7b49\u8f83\u96be\u6807\u51c6\u5316\u7684\u80fd\u529b\uff0c\u5176\u4ef7\u503c\u53ef\u80fd\u66f4\u591a\u4f53\u73b0\u5728\u9762\u5bf9\u6280\u672f\u51b2\u51fb\u65f6\u7684\u9002\u5e94\u4e0e\u8c03\u6574\u80fd\u529b\u4e0a\u3002 \u7b14\u8005\u56e2\u961f\u7684\u6570\u636e\u63d0\u4f9b\u4e86\u4e00\u5b9a\u95f4\u63a5\u652f\u6301\uff1aAI\u51b2\u51fb\u540e\uff0c\u6559\u80b2\u7a0b\u5ea6\u8f83\u9ad8\u8005\u4e0e\u62e5\u6709\u9ad8\u6392\u540d\u5927\u5b66\u5b66\u5386\u8005\uff0c\u5728\u6536\u5165\u53ca\u5c31\u4e1a\u673a\u4f1a\u4e0a\u53d7\u635f\u76f8\u5bf9\u8f83\u8f7b\uff0c\u6574\u4f53\u5c55\u73b0\u51fa\u8f83\u5f3a\u97e7\u6027\u3002\u6362\u8a00\u4e4b\uff0c\u6559\u80b2\u7a0b\u5ea6\u4e0e\u9ad8\u6392\u540d\u5927\u5b66\u5b66\u5386\u6240\u4ee3\u8868\u7684\u5e02\u573a\u4f18\u52bf\uff0c\u5728AI\u51b2\u51fb\u4e0b\u5e76\u672a\u6d88\u5931\uff1b\u4e0e\u4e4b\u76f8\u5173\u7684\u8de8\u9886\u57df\u53ef\u8fc1\u79fb\u8ba4\u77e5\u80fd\u529b\u4ee5\u53ca\u5b66\u4e60\u65b0\u6280\u672f\u7684\u6bd4\u8f83\u4f18\u52bf\uff0c\u5728AI\u65f6\u4ee3\u53cd\u800c\u80fd\u6210\u4e3a\u6536\u5165\u4e0e\u5c31\u4e1a\u4e0a\u7684\u7f13\u51b2\u3002 \u5bf9\u5e7f\u5927\u52b3\u52a8\u8005\u800c\u8a00\uff0c\u4e0e\u5176\u4e0d\u505c\u8ffd\u9010\u4e0b\u4e00\u4e2a\u70ed\u95e8\u5de5\u5177\uff0c\u4e0d\u5982\u7d2f\u79ef\u4e00\u7ec4\u66f4\u96be\u88ab\u5de5\u5177\u53d6\u4ee3\u7684\u80fd\u529b\u3002\u5bf9\u5927\u5b66\u800c\u8a00\uff0c\u4e0d\u5e94\u53ea\u662f\u589e\u8bbe\u51e0\u95e8AI\u8bfe\u7a0b\uff0c\u800c\u5e94\u91cd\u65b0\u601d\u8003\u4eba\u624d\u57f9\u80b2\u7a76\u7adf\u80fd\u8d4b\u4e88\u5b66\u751f\u4ec0\u4e48\u6838\u5fc3\u80fd\u529b\u3002\u5bf9\u653f\u7b56\u5236\u5b9a\u8005\u800c\u8a00\uff0c\u518d\u57f9\u8bad\u4e0d\u80fd\u53ea\u505c\u7559\u5728\u5de5\u5177\u64cd\u4f5c\u5c42\u9762\uff0c\u800c\u5e94\u8457\u91cd\u534f\u52a9\u53d7AI\u51b2\u51fb\u8005\u8fbe\u81f4\u6280\u80fd\u8f6c\u6362\u4e0e\u804c\u6daf\u8f6c\u8f68\u3002 \u7efc\u4e0a\u53ef\u89c1\uff0c\u6559\u80b2\u9700\u56de\u5e94\u7684\u4e0d\u662f\u5355\u4e00\u7684\u5de5\u5177\u7406\u6027\u95ee\u9898\uff0c\u800c\u662f\u4e00\u7ec4\u66f4\u4e3a\u6839\u672c\u7684\u751f\u5b58\u547d\u9898\u3002\u751f\u6210\u5f0fAI\u538b\u4f4e\u4e86\u90e8\u5206\u6807\u51c6\u5316\u4efb\u52a1\u7684\u6210\u672c\uff0c\u52b3\u52a8\u5e02\u573a\u7684\u7ade\u4e89\u4f18\u52bf\u56e0\u800c\u4f1a\u503e\u5411\u8f83\u96be\u6807\u51c6\u5316\u7684\u7efc\u5408\u9002\u5e94\u529b\u3002\u6240\u4ee5\uff0cAI \u65f6\u4ee3\u5b66\u5386\u662f\u5426\u4ecd\u7136\u91cd\u8981\uff1f\u6216\u8bb8\u7b54\u6848\u662f\uff1a\u5b66\u5386\u672c\u8eab\u4e0d\u662f\u62a4\u57ce\u6cb3\uff0c\u5b66\u5386\u80cc\u540e\u90a3\u4e9bAI\u96be\u4ee5\u590d\u5236\u7684\u80fd\u529b\u624d\u662f\u3002 \u6ce8\uff1aLin, Q., Lu, A., &amp; Fang, C. (2027). Educational premium in the age of AI\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/research\\\/thought-leadership\\\/hkej-column\\\/the-educational-imperative-of-the-ai-era-insights-from-chatgpt-shocks-in-online-labor-markets\\\/#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/thought-leadership\\\/hkej-column-sc\\\/#listItem\",\"name\":\"\\u9f99\\u864e\\u5c71\\u4e0b\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/thought-leadership\\\/hkej-column-sc\\\/#listItem\",\"position\":2,\"name\":\"\\u9f99\\u864e\\u5c71\\u4e0b\",\"item\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/thought-leadership\\\/hkej-column-sc\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/research\\\/thought-leadership\\\/hkej-column\\\/the-educational-imperative-of-the-ai-era-insights-from-chatgpt-shocks-in-online-labor-markets\\\/#listItem\",\"name\":\"\\u4ece\\u7ebf\\u4e0a\\u52b3\\u52a8\\u5e02\\u573a\\u51b2\\u51fb\\u5206\\u6790AI\\u65f6\\u4ee3\\u7684\\u6559\\u80b2\\u547d\\u9898\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/research\\\/thought-leadership\\\/hkej-column\\\/the-educational-imperative-of-the-ai-era-insights-from-chatgpt-shocks-in-online-labor-markets\\\/#listItem\",\"position\":3,\"name\":\"\\u4ece\\u7ebf\\u4e0a\\u52b3\\u52a8\\u5e02\\u573a\\u51b2\\u51fb\\u5206\\u6790AI\\u65f6\\u4ee3\\u7684\\u6559\\u80b2\\u547d\\u9898\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/thought-leadership\\\/hkej-column-sc\\\/#listItem\",\"name\":\"\\u9f99\\u864e\\u5c71\\u4e0b\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/#organization\",\"name\":\"HKU Business School\",\"url\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/research\\\/thought-leadership\\\/hkej-column\\\/the-educational-imperative-of-the-ai-era-insights-from-chatgpt-shocks-in-online-labor-markets\\\/#webpage\",\"url\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/research\\\/thought-leadership\\\/hkej-column\\\/the-educational-imperative-of-the-ai-era-insights-from-chatgpt-shocks-in-online-labor-markets\\\/\",\"name\":\"\\u4ece\\u7ebf\\u4e0a\\u52b3\\u52a8\\u5e02\\u573a\\u51b2\\u51fb\\u5206\\u6790AI\\u65f6\\u4ee3\\u7684\\u6559\\u80b2\\u547d\\u9898 - HKU Business School\",\"description\":\"ChatGPT \\u95ee\\u4e16\\u4e0d\\u8fc7\\u6570\\u5e74\\uff0c\\u5173\\u4e8e\\u4eba\\u5de5\\u667a\\u80fd\\uff08AI\\uff09\\u4e0e\\u5c31\\u4e1a\\u7684\\u8ba8\\u8bba\\u5df2\\u660e\\u663e\\u8f6c\\u5411\\u3002\\u8d77\\u521d\\uff0c\\u4eba\\u4eec\\u62c5\\u5fe7AI\\u662f\\u5426\\u4f1a\\u62a2\\u8d70\\u4eba\\u7c7b\\u5de5\\u4f5c\\uff1b\\u5982\\u4eca\\u66f4\\u503c\\u5f97\\u6df1\\u601d\\u7684\\u662f\\uff1a\\u5f53\\u6240\\u6709\\u4eba\\u90fd\\u80fd\\u4f7f\\u7528AI\\u65f6\\uff0c\\u8c01\\u624d\\u6709\\u80fd\\u529b\\u7ee7\\u7eed\\u7559\\u5728\\u724c\\u684c\\u4e0a\\uff1f \\u4ee5\\u5f80\\u63a5\\u53d7\\u9ad8\\u7b49\\u6559\\u80b2\\u7684\\u4eba\\uff0c\\u4e00\\u65b9\\u9762\\u4e3a\\u4e86\\u638c\\u63e1\\u4e13\\u4e1a\\u6280\\u80fd\\u4e0e\\u77e5\\u8bc6\\uff0c\\u53e6\\u4e00\\u65b9\\u9762\\u662f\\u5411\\u672a\\u6765\\u96c7\\u4e3b\\u8bc1\\u660e\\u81ea\\u5df1\\u7684\\u80fd\\u529b\\u3002\\u65f6\\u81f3\\u4eca\\u65e5\\uff0cAI\\u5374\\u5728\\u540c\\u65f6\\u6539\\u5199\\u8fd9\\u4e24\\u4e2a\\u76ee\\u7684\\uff1a\\u77e5\\u8bc6\\u83b7\\u53d6\\u53d8\\u5f97\\u5bb9\\u6613\\uff0c\\u90e8\\u5206\\u4e13\\u4e1a\\u6280\\u80fd\\u4ea6\\u4e0d\\u518d\\u7a00\\u7f3a\\u3002\\u7167\\u6b64\\u63a8\\u8bba\\uff0c\\u5b66\\u5386\\u4f3c\\u4e4e\\u6b63\\u5728\\u8d2c\\u503c\\u3002 \\u751f\\u6210\\u5f0fAI\\u4e0e\\u6614\\u65e5\\u7684\\u81ea\\u52a8\\u5316\\u6280\\u672f\\u4e0d\\u540c\\uff0c\\u5f71\\u54cd\\u8303\\u56f4\\u4e0d\\u518d\\u53ea\\u662f\\u91cd\\u590d\\u6027\\u4f53\\u529b\\u52b3\\u52a8\\uff0c\\u8fd8\\u5305\\u62ec\\u5199\\u4f5c\\u3001\\u7ffb\\u8bd1\\u3001\\u7f16\\u7a0b\\u8bbe\\u8ba1\\u3001\\u8d44\\u6599\\u5206\\u6790\\u7b49\\u4f20\\u7edf\\u610f\\u4e49\\u4e0a\\u7684\\u77e5\\u8bc6\\u5de5\\u4f5c\\u3002\\u8fc7\\u53bb\\u9700\\u8981\\u591a\\u5e74\\u79ef\\u7d2f\\u624d\\u80fd\\u5b8c\\u6210\\u7684\\u4efb\\u52a1\\uff0c\\u73b0\\u5728\\u53ea\\u9700\\u51e0\\u4e2a\\u63d0\\u793a\\u8bcd\\u3002 \\u8868\\u9762\\u770b\\u6765\\uff0cAI \\u4f3c\\u4e4e\\u6b63\\u5728\\u62c9\\u5e73\\u4eba\\u4e0e\\u4eba\\u4e4b\\u95f4\\u7684\\u80fd\\u529b\\u5dee\\u8ddd\\u3002\\u5982\\u679c\\u673a\\u5668\\u80fd\\u5e2e\\u52a9\\u6bcf\\u4e2a\\u4eba\\u5199\\u5f97\\u66f4\\u5feb\\u3001\\u753b\\u5f97\\u66f4\\u597d\\u3001\\u7f16\\u7a0b\\u6548\\u7387\\u66f4\\u9ad8\\uff0c\\u90a3\\u4e48\\u540d\\u6821\\u3001\\u5b66\\u5386\\u4e0e\\u4e13\\u4e1a\\u8bad\\u7ec3\\u7684\\u91cd\\u8981\\u6027\\u662f\\u5426\\u4e5f\\u968f\\u4e4b\\u4e0b\\u964d\\uff1f \\u7b14\\u8005\\u56e2\\u961f\\u7684\\u7814\\u7a76\\u8868\\u660e\\uff0c\\u7b54\\u6848\\u672a\\u5fc5\\u5982\\u6b64\\u3002 AI\\u5f71\\u54cd\\u4e0e\\u5c31\\u4e1a\\u5b89\\u5168\\u7684\\u5206\\u754c\\u7ebf \\u4ece 2022 \\u5e74\\u521d\\u81f32025 \\u5e74\\u5e95\\uff0c\\u6211\\u4eec\\u8ffd\\u8e2a\\u4e86\\u4e00\\u4e2a\\u5168\\u7403\\u5927\\u578b\\u7ebf\\u4e0a\\u52b3\\u52a8\\u5e73\\u53f0\\u8fd13\\u4e07\\u540d\\u81ea\\u7531\\u5de5\\u4f5c\\u8005\\uff0c\\u5e76\\u4ee5 2022 \\u5e74 11 \\u6708 ChatGPT \\u516c\\u5f00\\u53d1\\u5e03\\u4f5c\\u4e3a\\u4e00\\u6b21\\u5916\\u751f\\u6027\\u6280\\u672f\\u51b2\\u51fb(exogenous technological shock)\\u3002\\u7814\\u7a76\\u53d1\\u73b0\\uff0c\\u5728 ChatGPT \\u95ee\\u4e16\\u4e4b\\u524d\\uff0c\\u4ece\\u4e8b\\u7a0b\\u5f0f\\u7f16\\u7801\\u3001\\u8d44\\u6599\\u5904\\u7406\\u3001\\u5199\\u4f5c\\u3001\\u7ffb\\u8bd1\\u53ca\\u5185\\u5bb9\\u8bbe\\u8ba1\\u7b49\\u751f\\u6210\\u5f0f AI \\u8f83\\u6613\\u4ecb\\u5165\\u7684\\u77e5\\u8bc6\\u578b\\u4efb\\u52a1\\u52b3\\u52a8\\u8005\\uff0c\\u6b64\\u540e\\u6240\\u53d7\\u7684\\u51b2\\u51fb\\u5c24\\u4e3a\\u660e\\u663e\\u3010\\u6ce8\\u3011\\u3002\\u8fd9\\u4e9b\\u804c\\u4e1a\\u5305\\u542b\\u4e0d\\u5c11\\u76f8\\u5bf9\\u5bb9\\u6613\\u88ab\\u62c6\\u89e3\\u548c\\u6807\\u51c6\\u5316\\u7684\\u4efb\\u52a1\\uff0c\\u4e5f\\u56e0\\u8f83\\u65e9\\u53d7\\u5230\\u751f\\u6210\\u5f0fAI\\u80fd\\u529b\\u6269\\u5f20\\u7684\\u5f71\\u54cd\\uff0c\\u5176\\u6536\\u5165\\u3001\\u5de5\\u65f6\\u4e0e\\u5c31\\u4e1a\\u673a\\u4f1a\\u5747\\u51fa\\u73b0\\u76f8\\u5bf9\\u8f83\\u5927\\u5e45\\u5ea6\\u7684\\u4e0b\\u964d\\u3002\\u6362\\u8a00\\u4e4b\\uff0c\\u5de5\\u4f5c\\u5185\\u5bb9\\u6108\\u5bb9\\u6613\\u88ab\\u751f\\u6210\\u5f0fAI\\u4ea7\\u51fa\\uff0c\\u5176\\u5c31\\u4e1a\\u98ce\\u9669\\u6108\\u5927\\uff0c\\u4e14\\u66f4\\u65e9\\u9762\\u4e34\\u5e02\\u573a\\u9700\\u6c42\\u53d8\\u5316\\u4e0e\\u7ade\\u4e89\\u52a0\\u5267\\u3002 \\u57fa\\u4e8e\\u201c\\u4eba\\u4eba\\u5b66AI\\u201d\\u7684\\u70ed\\u6f6e\\uff0c\\u6709\\u5fc5\\u8981\\u6f84\\u6e05\\uff1a\\u61c2AI\\u4e0d\\u4ee3\\u8868\\u4e0d\\u5bb9\\u6613\\u88ab\\u53d6\\u4ee3\\u3002\\u201c\\u4f1a\\u7528AI\\u201d\\u4e0e\\u201c\\u4ece\\u4e8b\\u4e0d\\u5bb9\\u6613\\u88abAI\\u53d6\\u4ee3\\u7684\\u5de5\\u4f5c\\u201d\\u662f\\u4e24\\u4e2a\\u4e0d\\u540c\\u6982\\u5ff5\\uff0c\\u5173\\u952e\\u5728\\u4e8e\\u5de5\\u4f5c\\u4efb\\u52a1\\u4e0eAI\\u80fd\\u529b\\u6709\\u65e0\\u91cd\\u53e0\\u3002\\u4e00\\u4e2a\\u7a0b\\u5f0f\\u8bbe\\u8ba1\\u5458\\u53ef\\u80fd\\u7cbe\\u901a\\u6280\\u672f\\uff0c\\u4f46\\u5982\\u679c\\u4ed6\\u7684\\u4e3b\\u8981\\u5de5\\u4f5c\\u662f\\u6807\\u51c6\\u5316\\u4ee3\\u7801\\u751f\\u6210\\uff0c\\u4ecd\\u53ef\\u80fd\\u53d7\\u5230AI\\u51b2\\u51fb\\u3002\\u76f8\\u8f83\\u4e4b\\u4e0b\\uff0c\\u4e00\\u4e9b\\u5305\\u542b\\u95ee\\u9898\\u5b9a\\u4e49\\u3001\\u8de8\\u754c\\u6574\\u5408\\u3001\\u7efc\\u5408\\u5224\\u65ad\\u4e0e\\u56e2\\u961f\\u534f\\u8c03\\u7684\\u5de5\\u4f5c\\uff0c\\u4f8b\\u5982\\u7b56\\u7565\\u987e\\u95ee\\u3001\\u9879\\u76ee\\u7ba1\\u7406\\u6216\\u590d\\u6742\\u51b3\\u7b56\\u652f\\u6301\\uff0c\\u5176\\u6838\\u5fc3\\u4efb\\u52a1\\u8f83\\u96be\\u88ab\\u6807\\u51c6\\u5316\\uff0c\\u4e5f\\u96be\\u4ee5\\u88ab\\u751f\\u6210\\u5f0fAI\\u76f4\\u63a5\\u66ff\\u4ee3\\u3002 AI\\u6ca1\\u6709\\u51cf\\u635f\\u5b66\\u5386\\u4ef7\\u503c \\u503c\\u5f97\\u6ce8\\u610f\\u7684\\u662f\\uff0c\\u6211\\u4eec\\u53d1\\u73b0\\u6b64\\u6b21\\u6280\\u672f\\u51b2\\u51fb\\u5bf9\\u5c31\\u4e1a\\u8005\\u7684\\u5f71\\u54cd\\u5e76\\u975e\\u5e73\\u5747\\u5206\\u5e03\\u3002\\u968f\\u7740\\u6559\\u80b2\\u7a0b\\u5ea6\\u63d0\\u9ad8\\uff0c\\u90e8\\u5206\\u52b3\\u52a8\\u8005\\u5728\\u9762\\u5bf9AI\\u51b2\\u51fb\\u65f6\\u5c55\\u73b0\\u51fa\\u8f83\\u5f3a\\u97e7\\u6027\\u3002\\u5728\\u6536\\u5165\\u4e0e\\u5de5\\u4f5c\\u673a\\u4f1a\\u65b9\\u9762\\uff0c\\u8fd9\\u4e00\\u5dee\\u5f02\\u5c24\\u5176\\u660e\\u663e\\uff0c\\u535a\\u58eb\\u5b66\\u5386\\u52b3\\u52a8\\u8005\\u7684\\u76f8\\u5bf9\\u5c31\\u4e1a\\u8c03\\u6574\\u4e0d\\u663e\\u8457\\uff0c\\u800c\\u6559\\u80b2\\u7a0b\\u5ea6\\u8f83\\u4f4e\\u7684\\u52b3\\u52a8\\u8005\\u5219\\u627f\\u53d7\\u5c24\\u4e3a\\u660e\\u663e\\u7684\\u8d1f\\u9762\\u5f71\\u54cd\\u3002\\u81f3\\u4e8e\\u5927\\u5b66\\u80cc\\u666f\\u4e5f\\u5448\\u73b0\\u4e0d\\u540c\\u8d8b\\u52bf\\uff1a\\u6bd5\\u4e1a\\u4e8e\\u6392\\u540d\\u8f83\\u9ad8\\u5927\\u5b66\\u7684\\u52b3\\u52a8\\u8005\\u53d7\\u5230\\u7684\\u51b2\\u51fb\\u660e\\u663e\\u8f83\\u5c0f\\uff0c\\u800c\\u6765\\u81ea\\u6392\\u540d\\u8f83\\u4f4e\\u6216\\u975e\\u6392\\u540d\\u5927\\u5b66\\u7684\\u52b3\\u52a8\\u8005\\uff0c\\u6536\\u5165\\u964d\\u5e45\\u5c24\\u4e3a\\u663e\\u8457\\u3002 \\u4e3a\\u4ec0\\u4e48\\u4f1a\\u51fa\\u73b0\\u8fd9\\u79cd\\u60c5\\u51b5\\uff1f\\u5176\\u4e2d\\u4e00\\u4e2a\\u89e3\\u91ca\\u4e0e\\u80fd\\u529b\\u6709\\u5173\\u3002\\u9ad8\\u7b49\\u6559\\u80b2\\u771f\\u6b63\\u7684\\u4ef7\\u503c\\uff0c\\u4e5f\\u8bb8\\u4ece\\u6765\\u4e0d\\u5728\\u4e8e\\u8ba9\\u4eba\\u5b66\\u4f1a\\u5982\\u4f55\\u5b8c\\u6210\\u5177\\u4f53\\u4efb\\u52a1\\uff0c\\u800c\\u662f\\u57f9\\u517b\\u5206\\u6790\\u95ee\\u9898\\u3001\\u521b\\u65b0\\u4e0e\\u5224\\u65ad\\u529b\\uff0c\\u4ee5\\u53ca\\u5e94\\u5bf9\\u590d\\u6742\\u591a\\u53d8\\u60c5\\u5883\\u7684\\u80fd\\u529b\\u3002\\u5f53AI\\u627f\\u62c5\\u6108\\u6765\\u6108\\u591a\\u6807\\u51c6\\u5316\\u5de5\\u4f5c\\uff0c\\u8fd9\\u4e9b\\u96be\\u4ee5\\u6807\\u51c6\\u5316\\u7684\\u80fd\\u529b\\u53cd\\u800c\\u66f4\\u52a0\\u91cd\\u8981\\u3002\\u53e6\\u4e00\\u4e2a\\u89e3\\u91ca\\u5219\\u5173\\u4e4e\\u8baf\\u53f7\\u7406\\u8bba\\uff08signalling theory\\uff09\\u3002\\u7ebf\\u4e0a\\u52b3\\u52a8\\u5e02\\u573a\\uff08online labour market\\uff09\\u5b58\\u5728\\u660e\\u663e\\u7684\\u8baf\\u606f\\u4e0d\\u5bf9\\u79f0\\uff0c\\u96c7\\u4e3b\\u5728\\u6b63\\u5f0f\\u5408\\u4f5c\\u524d\\u5f80\\u5f80\\u96be\\u4ee5\\u5224\\u65ad\\u964c\\u751f\\u5de5\\u4f5c\\u8005\\u662f\\u5426\\u53ef\\u9760\\u3002\\u5f53AI\\u80fd\\u8f7b\\u6613\\u751f\\u6210\\u4f18\\u7f8e\\u6587\\u6848\\u3001\\u4ee3\\u7801\\u751a\\u81f3\\u4f5c\\u54c1\\u96c6\\uff0c\\u8868\\u9762\\u4e0a\\u770b\\u8d77\\u6765\\u4e0d\\u9519\\u7684\\u5305\\u88c5\\u5df2\\u663e\\u5ec9\\u4ef7\\uff1b\\u96c7\\u4e3b\\u53cd\\u800c\\u53ef\\u80fd\\u66f4\\u501a\\u91cd\\u5b66\\u5386\\u3001\\u540d\\u6821\\u80cc\\u666f\\u3001\\u8fc7\\u5f80\\u58f0\\u8a89\\u7b49\\u8f83\\u96be\\u590d\\u5236\\u7684\\u53ef\\u9760\\u8baf\\u53f7\\u3002\\u8fd9\\u4e24\\u79cd\\u673a\\u5236\\u5728\\u7ebf\\u4e0a\\u52b3\\u52a8\\u5e02\\u573a\\u4e2d\\u5747\\u53ef\\u53d1\\u6325\\u4f5c\\u7528\\u3002 \\u8fd9\\u5e76\\u4e0d\\u4ee3\\u8868\\u9ad8\\u5b66\\u5386\\u52b3\\u52a8\\u8005\\u53ef\\u4ee5\\u514d\\u53d7AI\\u51b2\\u51fb\\u3002\\u786e\\u5207\\u800c\\u8a00\\uff0c\\u9ad8\\u5b66\\u5386\\u8005\\u9762\\u4e34\\u6280\\u672f\\u53d8\\u9769\\u65f6\\uff0c\\u5728\\u6536\\u5165\\u4e0e\\u5c31\\u4e1a\\u673a\\u4f1a\\u65b9\\u9762\\u5c55\\u73b0\\u51fa\\u76f8\\u5bf9\\u8f83\\u5f3a\\u7684\\u97e7\\u6027\\u3002\\u8fd9\\u79cd\\u5dee\\u5f02\\u4e5f\\u663e\\u793a\\u751f\\u6210\\u5f0fAI\\u672a\\u5fc5\\u4f1a\\u7b80\\u5355\\u524a\\u5f31\\u6559\\u80b2\\u7684\\u4ef7\\u503c\\uff0c\\u800c\\u53ef\\u80fd\\u6b63\\u5728\\u91cd\\u5851\\u6559\\u80b2\\u56de\\u62a5\\u7684\\u672c\\u8d28\\u3002\\u8fc7\\u53bb\\uff0c\\u4e00\\u4e2a\\u4eba\\u7684\\u4f18\\u52bf\\u4f53\\u73b0\\u5728\\u638c\\u63e1\\u67d0\\u9879\\u53ef\\u76f4\\u63a5\\u6267\\u884c\\u7684\\u4e13\\u4e1a\\u6280\\u80fd\\uff1b\\u672a\\u6765\\uff0c\\u968f\\u7740\\u90e8\\u5206\\u6807\\u51c6\\u5316\\u4efb\\u52a1\\u9010\\u6b65\\u88abAI\\u627f\\u62c5\\uff0c\\u66f4\\u4e3b\\u8981\\u7684\\u6559\\u80b2\\u56de\\u62a5\\u6765\\u6e90\\u5c06\\u662f\\u80fd\\u5426\\u754c\\u5b9a\\u95ee\\u9898\\u3001\\u6574\\u5408\\u77e5\\u8bc6\\u3001\\u5e76\\u5224\\u65adAI\\u8f93\\u51fa\\u7684\\u53ef\\u9760\\u6027\\u3002 \\u8fd9\\u5bf9\\u5927\\u5b66\\u6559\\u80b2\\u4e5f\\u662f\\u4e00\\u79cd\\u8b66\\u793a\\u3002AI\\u6108\\u5bb9\\u6613\\u5b8c\\u6210\\u6807\\u51c6\\u5316\\u6d41\\u7a0b\\uff0c\\u52b3\\u52a8\\u8005\\u4e4b\\u95f4\\u7684\\u7ade\\u4e89\\u4f18\\u52bf\\u5c31\\u6108\\u53d6\\u51b3\\u4e8e\\u96be\\u4ee5\\u6807\\u51c6\\u5316\\u7684\\u80fd\\u529b\\u3002\\u5982\\u679c\\u8bfe\\u7a0b\\u5185\\u5bb9\\u4ecd\\u805a\\u7126\\u4e8e\\u8bad\\u7ec3\\u5b66\\u751f\\u5b8c\\u6210\\u6807\\u51c6\\u5316\\u4efb\\u52a1\\uff0c\\u800c\\u76f8\\u5173\\u9886\\u57df\\u6070\\u597d\\u662fAI\\u6240\\u957f\\uff0c\\u90a3\\u4e48\\u5b66\\u751f\\u5728\\u6bd5\\u4e1a\\u540e\\uff0c\\u4e5f\\u672a\\u5fc5\\u56e0\\u6b64\\u83b7\\u5f97\\u66f4\\u5927\\u7684\\u804c\\u573a\\u6210\\u5c31\\u4e0e\\u97e7\\u6027\\u3002\\u76f8\\u53cd\\uff0c\\u8de8\\u754c\\u6574\\u5408\\u4e0e\\u6301\\u7eed\\u521b\\u65b0\\u80fd\\u529b\\u4f1a\\u6bd4\\u719f\\u7ec3\\u67d0\\u79cd\\u4e13\\u4e1a\\u6280\\u80fd\\u66f4\\u7ecf\\u5f97\\u8d77\\u5916\\u90e8\\u6280\\u672f\\u51b2\\u51fb\\u5f15\\u81f4\\u7684\\u8fc5\\u901f\\u53d8\\u5316\\u3002\\u4f01\\u4e1a\\u57f9\\u8bad\\u540c\\u6837\\u5982\\u6b64\\u3002\\u8bad\\u7ec3\\u5458\\u5de5\\u4f7f\\u7528\\u6700\\u65b0\\u7684AI\\u5de5\\u5177\\u56fa\\u7136\\u91cd\\u8981\\uff0c\\u4f46\\u5de5\\u5177\\u66f4\\u65b0\\u6781\\u5feb\\uff0c\\u51e0\\u5e74\\u540e\\u53ef\\u80fd\\u5df2\\u88ab\\u53d6\\u4ee3\\uff1b\\u771f\\u6b63\\u9700\\u8981\\u6316\\u6398\\u7684\\u662f\\u501f\\u52a9\\u65b0\\u5de5\\u5177\\u91cd\\u7ec4\\u521b\\u65b0\\u4e0e\\u89e3\\u96be\\u80fd\\u529b\\u3002 AI\\u65f6\\u4ee3\\u6559\\u80b2\\u5e94\\u4fa7\\u91cd\\u201c\\u6559\\u4ec0\\u4e48\\u201d \\u6211\\u4eec\\u5e94\\u91cd\\u65b0\\u5ba1\\u89c6\\u600e\\u6837\\u7684\\u6559\\u80b2\\u4ecd\\u5177\\u5e02\\u573a\\u5438\\u5f15\\u529b\\u3002\\u9762\\u5bf9\\u751f\\u6210\\u5f0fAI\\u7684\\u8fc5\\u901f\\u666e\\u53ca\\uff0c\\u6559\\u80b2\\u6700\\u76f4\\u63a5\\u7684\\u56de\\u5e94\\u5f80\\u5f80\\u662f\\u589e\\u52a0AI\\u8bfe\\u7a0b\\u3001\\u5f3a\\u5316\\u5de5\\u5177\\u8bad\\u7ec3\\uff0c\\u751a\\u81f3\\u5021\\u5bfc\\u201c\\u4eba\\u4eba\\u5b66AI\\u201d\\u3002\\u8fd9\\u4e9b\\u505a\\u6cd5\\u6709\\u5176\\u5fc5\\u8981\\u6027\\uff0c\\u4f46\\u4e5f\\u5bb9\\u6613\\u628a\\u6559\\u80b2\\u6539\\u9769\\u7b80\\u5316\\u4e3a\\u5de5\\u5177\\u4f7f\\u7528\\u7684\\u666e\\u53ca\\u3002\\u771f\\u6b63\\u9700\\u8981\\u56de\\u7b54\\u7684\\u95ee\\u9898\\u662f\\uff1a\\u5f53AI\\u5de5\\u5177\\u672c\\u8eab\\u6108\\u6765\\u6108\\u5bb9\\u6613\\u83b7\\u53d6\\uff0c\\u54ea\\u4e9b\\u80fd\\u529b\\u4f1a\\u5f62\\u6210\\u6301\\u4e45\\u7684\\u7ade\\u4e89\\u4f18\\u52bf\\uff1f \\u672a\\u6765\\u7684\\u80fd\\u529b\\u5dee\\u5f02\\uff0c\\u672a\\u5fc5\\u5728\\u4e8e\\u8c01\\u66f4\\u65e9\\u5b66\\u4f1a\\u67d0\\u4e2a\\u6a21\\u578b\\uff0c\\u800c\\u5728\\u4e8e\\u80fd\\u5426\\u5224\\u65adAI\\u7684\\u7b54\\u6848\\u662f\\u5426\\u53ef\\u4fe1\\uff0c\\u4ee5\\u53ca\\u5982\\u4f55\\u628aAI\\u751f\\u6210\\u7684\\u5185\\u5bb9\\u8f6c\\u5316\\u4e3a\\u6709\\u4ef7\\u503c\\u7684\\u65b9\\u6848\\u3002\\u5982\\u679c\\u5927\\u5b66\\u6559\\u80b2\\u53ea\\u8bad\\u7ec3\\u5b66\\u751f\\u5b66\\u4f1aAI\\u64c5\\u957f\\u7684\\u6807\\u51c6\\u5316\\u6280\\u80fd\\uff0c\\u5b66\\u5386\\u56de\\u62a5\\u81ea\\u7136\\u4f1a\\u4e0b\\u964d\\uff1b\\u4f46\\u5982\\u679c\\u6559\\u80b2\\u80fd\\u591f\\u57f9\\u517b\\u5206\\u6790\\u5224\\u65ad\\u3001\\u77e5\\u8bc6\\u6574\\u5408\\u3001\\u6c9f\\u901a\\u534f\\u4f5c\\u4ee5\\u53ca\\u9002\\u5e94\\u65b0\\u6280\\u672f\\u7b49\\u8f83\\u96be\\u6807\\u51c6\\u5316\\u7684\\u80fd\\u529b\\uff0c\\u5176\\u4ef7\\u503c\\u53ef\\u80fd\\u66f4\\u591a\\u4f53\\u73b0\\u5728\\u9762\\u5bf9\\u6280\\u672f\\u51b2\\u51fb\\u65f6\\u7684\\u9002\\u5e94\\u4e0e\\u8c03\\u6574\\u80fd\\u529b\\u4e0a\\u3002 \\u7b14\\u8005\\u56e2\\u961f\\u7684\\u6570\\u636e\\u63d0\\u4f9b\\u4e86\\u4e00\\u5b9a\\u95f4\\u63a5\\u652f\\u6301\\uff1aAI\\u51b2\\u51fb\\u540e\\uff0c\\u6559\\u80b2\\u7a0b\\u5ea6\\u8f83\\u9ad8\\u8005\\u4e0e\\u62e5\\u6709\\u9ad8\\u6392\\u540d\\u5927\\u5b66\\u5b66\\u5386\\u8005\\uff0c\\u5728\\u6536\\u5165\\u53ca\\u5c31\\u4e1a\\u673a\\u4f1a\\u4e0a\\u53d7\\u635f\\u76f8\\u5bf9\\u8f83\\u8f7b\\uff0c\\u6574\\u4f53\\u5c55\\u73b0\\u51fa\\u8f83\\u5f3a\\u97e7\\u6027\\u3002\\u6362\\u8a00\\u4e4b\\uff0c\\u6559\\u80b2\\u7a0b\\u5ea6\\u4e0e\\u9ad8\\u6392\\u540d\\u5927\\u5b66\\u5b66\\u5386\\u6240\\u4ee3\\u8868\\u7684\\u5e02\\u573a\\u4f18\\u52bf\\uff0c\\u5728AI\\u51b2\\u51fb\\u4e0b\\u5e76\\u672a\\u6d88\\u5931\\uff1b\\u4e0e\\u4e4b\\u76f8\\u5173\\u7684\\u8de8\\u9886\\u57df\\u53ef\\u8fc1\\u79fb\\u8ba4\\u77e5\\u80fd\\u529b\\u4ee5\\u53ca\\u5b66\\u4e60\\u65b0\\u6280\\u672f\\u7684\\u6bd4\\u8f83\\u4f18\\u52bf\\uff0c\\u5728AI\\u65f6\\u4ee3\\u53cd\\u800c\\u80fd\\u6210\\u4e3a\\u6536\\u5165\\u4e0e\\u5c31\\u4e1a\\u4e0a\\u7684\\u7f13\\u51b2\\u3002 \\u5bf9\\u5e7f\\u5927\\u52b3\\u52a8\\u8005\\u800c\\u8a00\\uff0c\\u4e0e\\u5176\\u4e0d\\u505c\\u8ffd\\u9010\\u4e0b\\u4e00\\u4e2a\\u70ed\\u95e8\\u5de5\\u5177\\uff0c\\u4e0d\\u5982\\u7d2f\\u79ef\\u4e00\\u7ec4\\u66f4\\u96be\\u88ab\\u5de5\\u5177\\u53d6\\u4ee3\\u7684\\u80fd\\u529b\\u3002\\u5bf9\\u5927\\u5b66\\u800c\\u8a00\\uff0c\\u4e0d\\u5e94\\u53ea\\u662f\\u589e\\u8bbe\\u51e0\\u95e8AI\\u8bfe\\u7a0b\\uff0c\\u800c\\u5e94\\u91cd\\u65b0\\u601d\\u8003\\u4eba\\u624d\\u57f9\\u80b2\\u7a76\\u7adf\\u80fd\\u8d4b\\u4e88\\u5b66\\u751f\\u4ec0\\u4e48\\u6838\\u5fc3\\u80fd\\u529b\\u3002\\u5bf9\\u653f\\u7b56\\u5236\\u5b9a\\u8005\\u800c\\u8a00\\uff0c\\u518d\\u57f9\\u8bad\\u4e0d\\u80fd\\u53ea\\u505c\\u7559\\u5728\\u5de5\\u5177\\u64cd\\u4f5c\\u5c42\\u9762\\uff0c\\u800c\\u5e94\\u8457\\u91cd\\u534f\\u52a9\\u53d7AI\\u51b2\\u51fb\\u8005\\u8fbe\\u81f4\\u6280\\u80fd\\u8f6c\\u6362\\u4e0e\\u804c\\u6daf\\u8f6c\\u8f68\\u3002 \\u7efc\\u4e0a\\u53ef\\u89c1\\uff0c\\u6559\\u80b2\\u9700\\u56de\\u5e94\\u7684\\u4e0d\\u662f\\u5355\\u4e00\\u7684\\u5de5\\u5177\\u7406\\u6027\\u95ee\\u9898\\uff0c\\u800c\\u662f\\u4e00\\u7ec4\\u66f4\\u4e3a\\u6839\\u672c\\u7684\\u751f\\u5b58\\u547d\\u9898\\u3002\\u751f\\u6210\\u5f0fAI\\u538b\\u4f4e\\u4e86\\u90e8\\u5206\\u6807\\u51c6\\u5316\\u4efb\\u52a1\\u7684\\u6210\\u672c\\uff0c\\u52b3\\u52a8\\u5e02\\u573a\\u7684\\u7ade\\u4e89\\u4f18\\u52bf\\u56e0\\u800c\\u4f1a\\u503e\\u5411\\u8f83\\u96be\\u6807\\u51c6\\u5316\\u7684\\u7efc\\u5408\\u9002\\u5e94\\u529b\\u3002\\u6240\\u4ee5\\uff0cAI \\u65f6\\u4ee3\\u5b66\\u5386\\u662f\\u5426\\u4ecd\\u7136\\u91cd\\u8981\\uff1f\\u6216\\u8bb8\\u7b54\\u6848\\u662f\\uff1a\\u5b66\\u5386\\u672c\\u8eab\\u4e0d\\u662f\\u62a4\\u57ce\\u6cb3\\uff0c\\u5b66\\u5386\\u80cc\\u540e\\u90a3\\u4e9bAI\\u96be\\u4ee5\\u590d\\u5236\\u7684\\u80fd\\u529b\\u624d\\u662f\\u3002 \\u6ce8\\uff1aLin, Q., Lu, A., & Fang, C. (2027). Educational premium in the age of AI\",\"inLanguage\":\"zh-CN\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/research\\\/thought-leadership\\\/hkej-column\\\/the-educational-imperative-of-the-ai-era-insights-from-chatgpt-shocks-in-online-labor-markets\\\/#breadcrumblist\"},\"datePublished\":\"2026-09-16T11:28:22+08:00\",\"dateModified\":\"2026-09-16T11:31:58+08:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/#website\",\"url\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/\",\"name\":\"HKU Business School\",\"inLanguage\":\"zh-CN\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"\u4ece\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\u51b2\u51fb\u5206\u6790AI\u65f6\u4ee3\u7684\u6559\u80b2\u547d\u9898 - HKU Business School","description":"ChatGPT \u95ee\u4e16\u4e0d\u8fc7\u6570\u5e74\uff0c\u5173\u4e8e\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u4e0e\u5c31\u4e1a\u7684\u8ba8\u8bba\u5df2\u660e\u663e\u8f6c\u5411\u3002\u8d77\u521d\uff0c\u4eba\u4eec\u62c5\u5fe7AI\u662f\u5426\u4f1a\u62a2\u8d70\u4eba\u7c7b\u5de5\u4f5c\uff1b\u5982\u4eca\u66f4\u503c\u5f97\u6df1\u601d\u7684\u662f\uff1a\u5f53\u6240\u6709\u4eba\u90fd\u80fd\u4f7f\u7528AI\u65f6\uff0c\u8c01\u624d\u6709\u80fd\u529b\u7ee7\u7eed\u7559\u5728\u724c\u684c\u4e0a\uff1f \u4ee5\u5f80\u63a5\u53d7\u9ad8\u7b49\u6559\u80b2\u7684\u4eba\uff0c\u4e00\u65b9\u9762\u4e3a\u4e86\u638c\u63e1\u4e13\u4e1a\u6280\u80fd\u4e0e\u77e5\u8bc6\uff0c\u53e6\u4e00\u65b9\u9762\u662f\u5411\u672a\u6765\u96c7\u4e3b\u8bc1\u660e\u81ea\u5df1\u7684\u80fd\u529b\u3002\u65f6\u81f3\u4eca\u65e5\uff0cAI\u5374\u5728\u540c\u65f6\u6539\u5199\u8fd9\u4e24\u4e2a\u76ee\u7684\uff1a\u77e5\u8bc6\u83b7\u53d6\u53d8\u5f97\u5bb9\u6613\uff0c\u90e8\u5206\u4e13\u4e1a\u6280\u80fd\u4ea6\u4e0d\u518d\u7a00\u7f3a\u3002\u7167\u6b64\u63a8\u8bba\uff0c\u5b66\u5386\u4f3c\u4e4e\u6b63\u5728\u8d2c\u503c\u3002 \u751f\u6210\u5f0fAI\u4e0e\u6614\u65e5\u7684\u81ea\u52a8\u5316\u6280\u672f\u4e0d\u540c\uff0c\u5f71\u54cd\u8303\u56f4\u4e0d\u518d\u53ea\u662f\u91cd\u590d\u6027\u4f53\u529b\u52b3\u52a8\uff0c\u8fd8\u5305\u62ec\u5199\u4f5c\u3001\u7ffb\u8bd1\u3001\u7f16\u7a0b\u8bbe\u8ba1\u3001\u8d44\u6599\u5206\u6790\u7b49\u4f20\u7edf\u610f\u4e49\u4e0a\u7684\u77e5\u8bc6\u5de5\u4f5c\u3002\u8fc7\u53bb\u9700\u8981\u591a\u5e74\u79ef\u7d2f\u624d\u80fd\u5b8c\u6210\u7684\u4efb\u52a1\uff0c\u73b0\u5728\u53ea\u9700\u51e0\u4e2a\u63d0\u793a\u8bcd\u3002 \u8868\u9762\u770b\u6765\uff0cAI \u4f3c\u4e4e\u6b63\u5728\u62c9\u5e73\u4eba\u4e0e\u4eba\u4e4b\u95f4\u7684\u80fd\u529b\u5dee\u8ddd\u3002\u5982\u679c\u673a\u5668\u80fd\u5e2e\u52a9\u6bcf\u4e2a\u4eba\u5199\u5f97\u66f4\u5feb\u3001\u753b\u5f97\u66f4\u597d\u3001\u7f16\u7a0b\u6548\u7387\u66f4\u9ad8\uff0c\u90a3\u4e48\u540d\u6821\u3001\u5b66\u5386\u4e0e\u4e13\u4e1a\u8bad\u7ec3\u7684\u91cd\u8981\u6027\u662f\u5426\u4e5f\u968f\u4e4b\u4e0b\u964d\uff1f \u7b14\u8005\u56e2\u961f\u7684\u7814\u7a76\u8868\u660e\uff0c\u7b54\u6848\u672a\u5fc5\u5982\u6b64\u3002 AI\u5f71\u54cd\u4e0e\u5c31\u4e1a\u5b89\u5168\u7684\u5206\u754c\u7ebf \u4ece 2022 \u5e74\u521d\u81f32025 \u5e74\u5e95\uff0c\u6211\u4eec\u8ffd\u8e2a\u4e86\u4e00\u4e2a\u5168\u7403\u5927\u578b\u7ebf\u4e0a\u52b3\u52a8\u5e73\u53f0\u8fd13\u4e07\u540d\u81ea\u7531\u5de5\u4f5c\u8005\uff0c\u5e76\u4ee5 2022 \u5e74 11 \u6708 ChatGPT \u516c\u5f00\u53d1\u5e03\u4f5c\u4e3a\u4e00\u6b21\u5916\u751f\u6027\u6280\u672f\u51b2\u51fb(exogenous technological shock)\u3002\u7814\u7a76\u53d1\u73b0\uff0c\u5728 ChatGPT \u95ee\u4e16\u4e4b\u524d\uff0c\u4ece\u4e8b\u7a0b\u5f0f\u7f16\u7801\u3001\u8d44\u6599\u5904\u7406\u3001\u5199\u4f5c\u3001\u7ffb\u8bd1\u53ca\u5185\u5bb9\u8bbe\u8ba1\u7b49\u751f\u6210\u5f0f AI \u8f83\u6613\u4ecb\u5165\u7684\u77e5\u8bc6\u578b\u4efb\u52a1\u52b3\u52a8\u8005\uff0c\u6b64\u540e\u6240\u53d7\u7684\u51b2\u51fb\u5c24\u4e3a\u660e\u663e\u3010\u6ce8\u3011\u3002\u8fd9\u4e9b\u804c\u4e1a\u5305\u542b\u4e0d\u5c11\u76f8\u5bf9\u5bb9\u6613\u88ab\u62c6\u89e3\u548c\u6807\u51c6\u5316\u7684\u4efb\u52a1\uff0c\u4e5f\u56e0\u8f83\u65e9\u53d7\u5230\u751f\u6210\u5f0fAI\u80fd\u529b\u6269\u5f20\u7684\u5f71\u54cd\uff0c\u5176\u6536\u5165\u3001\u5de5\u65f6\u4e0e\u5c31\u4e1a\u673a\u4f1a\u5747\u51fa\u73b0\u76f8\u5bf9\u8f83\u5927\u5e45\u5ea6\u7684\u4e0b\u964d\u3002\u6362\u8a00\u4e4b\uff0c\u5de5\u4f5c\u5185\u5bb9\u6108\u5bb9\u6613\u88ab\u751f\u6210\u5f0fAI\u4ea7\u51fa\uff0c\u5176\u5c31\u4e1a\u98ce\u9669\u6108\u5927\uff0c\u4e14\u66f4\u65e9\u9762\u4e34\u5e02\u573a\u9700\u6c42\u53d8\u5316\u4e0e\u7ade\u4e89\u52a0\u5267\u3002 \u57fa\u4e8e\u201c\u4eba\u4eba\u5b66AI\u201d\u7684\u70ed\u6f6e\uff0c\u6709\u5fc5\u8981\u6f84\u6e05\uff1a\u61c2AI\u4e0d\u4ee3\u8868\u4e0d\u5bb9\u6613\u88ab\u53d6\u4ee3\u3002\u201c\u4f1a\u7528AI\u201d\u4e0e\u201c\u4ece\u4e8b\u4e0d\u5bb9\u6613\u88abAI\u53d6\u4ee3\u7684\u5de5\u4f5c\u201d\u662f\u4e24\u4e2a\u4e0d\u540c\u6982\u5ff5\uff0c\u5173\u952e\u5728\u4e8e\u5de5\u4f5c\u4efb\u52a1\u4e0eAI\u80fd\u529b\u6709\u65e0\u91cd\u53e0\u3002\u4e00\u4e2a\u7a0b\u5f0f\u8bbe\u8ba1\u5458\u53ef\u80fd\u7cbe\u901a\u6280\u672f\uff0c\u4f46\u5982\u679c\u4ed6\u7684\u4e3b\u8981\u5de5\u4f5c\u662f\u6807\u51c6\u5316\u4ee3\u7801\u751f\u6210\uff0c\u4ecd\u53ef\u80fd\u53d7\u5230AI\u51b2\u51fb\u3002\u76f8\u8f83\u4e4b\u4e0b\uff0c\u4e00\u4e9b\u5305\u542b\u95ee\u9898\u5b9a\u4e49\u3001\u8de8\u754c\u6574\u5408\u3001\u7efc\u5408\u5224\u65ad\u4e0e\u56e2\u961f\u534f\u8c03\u7684\u5de5\u4f5c\uff0c\u4f8b\u5982\u7b56\u7565\u987e\u95ee\u3001\u9879\u76ee\u7ba1\u7406\u6216\u590d\u6742\u51b3\u7b56\u652f\u6301\uff0c\u5176\u6838\u5fc3\u4efb\u52a1\u8f83\u96be\u88ab\u6807\u51c6\u5316\uff0c\u4e5f\u96be\u4ee5\u88ab\u751f\u6210\u5f0fAI\u76f4\u63a5\u66ff\u4ee3\u3002 AI\u6ca1\u6709\u51cf\u635f\u5b66\u5386\u4ef7\u503c \u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u6211\u4eec\u53d1\u73b0\u6b64\u6b21\u6280\u672f\u51b2\u51fb\u5bf9\u5c31\u4e1a\u8005\u7684\u5f71\u54cd\u5e76\u975e\u5e73\u5747\u5206\u5e03\u3002\u968f\u7740\u6559\u80b2\u7a0b\u5ea6\u63d0\u9ad8\uff0c\u90e8\u5206\u52b3\u52a8\u8005\u5728\u9762\u5bf9AI\u51b2\u51fb\u65f6\u5c55\u73b0\u51fa\u8f83\u5f3a\u97e7\u6027\u3002\u5728\u6536\u5165\u4e0e\u5de5\u4f5c\u673a\u4f1a\u65b9\u9762\uff0c\u8fd9\u4e00\u5dee\u5f02\u5c24\u5176\u660e\u663e\uff0c\u535a\u58eb\u5b66\u5386\u52b3\u52a8\u8005\u7684\u76f8\u5bf9\u5c31\u4e1a\u8c03\u6574\u4e0d\u663e\u8457\uff0c\u800c\u6559\u80b2\u7a0b\u5ea6\u8f83\u4f4e\u7684\u52b3\u52a8\u8005\u5219\u627f\u53d7\u5c24\u4e3a\u660e\u663e\u7684\u8d1f\u9762\u5f71\u54cd\u3002\u81f3\u4e8e\u5927\u5b66\u80cc\u666f\u4e5f\u5448\u73b0\u4e0d\u540c\u8d8b\u52bf\uff1a\u6bd5\u4e1a\u4e8e\u6392\u540d\u8f83\u9ad8\u5927\u5b66\u7684\u52b3\u52a8\u8005\u53d7\u5230\u7684\u51b2\u51fb\u660e\u663e\u8f83\u5c0f\uff0c\u800c\u6765\u81ea\u6392\u540d\u8f83\u4f4e\u6216\u975e\u6392\u540d\u5927\u5b66\u7684\u52b3\u52a8\u8005\uff0c\u6536\u5165\u964d\u5e45\u5c24\u4e3a\u663e\u8457\u3002 \u4e3a\u4ec0\u4e48\u4f1a\u51fa\u73b0\u8fd9\u79cd\u60c5\u51b5\uff1f\u5176\u4e2d\u4e00\u4e2a\u89e3\u91ca\u4e0e\u80fd\u529b\u6709\u5173\u3002\u9ad8\u7b49\u6559\u80b2\u771f\u6b63\u7684\u4ef7\u503c\uff0c\u4e5f\u8bb8\u4ece\u6765\u4e0d\u5728\u4e8e\u8ba9\u4eba\u5b66\u4f1a\u5982\u4f55\u5b8c\u6210\u5177\u4f53\u4efb\u52a1\uff0c\u800c\u662f\u57f9\u517b\u5206\u6790\u95ee\u9898\u3001\u521b\u65b0\u4e0e\u5224\u65ad\u529b\uff0c\u4ee5\u53ca\u5e94\u5bf9\u590d\u6742\u591a\u53d8\u60c5\u5883\u7684\u80fd\u529b\u3002\u5f53AI\u627f\u62c5\u6108\u6765\u6108\u591a\u6807\u51c6\u5316\u5de5\u4f5c\uff0c\u8fd9\u4e9b\u96be\u4ee5\u6807\u51c6\u5316\u7684\u80fd\u529b\u53cd\u800c\u66f4\u52a0\u91cd\u8981\u3002\u53e6\u4e00\u4e2a\u89e3\u91ca\u5219\u5173\u4e4e\u8baf\u53f7\u7406\u8bba\uff08signalling theory\uff09\u3002\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\uff08online labour market\uff09\u5b58\u5728\u660e\u663e\u7684\u8baf\u606f\u4e0d\u5bf9\u79f0\uff0c\u96c7\u4e3b\u5728\u6b63\u5f0f\u5408\u4f5c\u524d\u5f80\u5f80\u96be\u4ee5\u5224\u65ad\u964c\u751f\u5de5\u4f5c\u8005\u662f\u5426\u53ef\u9760\u3002\u5f53AI\u80fd\u8f7b\u6613\u751f\u6210\u4f18\u7f8e\u6587\u6848\u3001\u4ee3\u7801\u751a\u81f3\u4f5c\u54c1\u96c6\uff0c\u8868\u9762\u4e0a\u770b\u8d77\u6765\u4e0d\u9519\u7684\u5305\u88c5\u5df2\u663e\u5ec9\u4ef7\uff1b\u96c7\u4e3b\u53cd\u800c\u53ef\u80fd\u66f4\u501a\u91cd\u5b66\u5386\u3001\u540d\u6821\u80cc\u666f\u3001\u8fc7\u5f80\u58f0\u8a89\u7b49\u8f83\u96be\u590d\u5236\u7684\u53ef\u9760\u8baf\u53f7\u3002\u8fd9\u4e24\u79cd\u673a\u5236\u5728\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\u4e2d\u5747\u53ef\u53d1\u6325\u4f5c\u7528\u3002 \u8fd9\u5e76\u4e0d\u4ee3\u8868\u9ad8\u5b66\u5386\u52b3\u52a8\u8005\u53ef\u4ee5\u514d\u53d7AI\u51b2\u51fb\u3002\u786e\u5207\u800c\u8a00\uff0c\u9ad8\u5b66\u5386\u8005\u9762\u4e34\u6280\u672f\u53d8\u9769\u65f6\uff0c\u5728\u6536\u5165\u4e0e\u5c31\u4e1a\u673a\u4f1a\u65b9\u9762\u5c55\u73b0\u51fa\u76f8\u5bf9\u8f83\u5f3a\u7684\u97e7\u6027\u3002\u8fd9\u79cd\u5dee\u5f02\u4e5f\u663e\u793a\u751f\u6210\u5f0fAI\u672a\u5fc5\u4f1a\u7b80\u5355\u524a\u5f31\u6559\u80b2\u7684\u4ef7\u503c\uff0c\u800c\u53ef\u80fd\u6b63\u5728\u91cd\u5851\u6559\u80b2\u56de\u62a5\u7684\u672c\u8d28\u3002\u8fc7\u53bb\uff0c\u4e00\u4e2a\u4eba\u7684\u4f18\u52bf\u4f53\u73b0\u5728\u638c\u63e1\u67d0\u9879\u53ef\u76f4\u63a5\u6267\u884c\u7684\u4e13\u4e1a\u6280\u80fd\uff1b\u672a\u6765\uff0c\u968f\u7740\u90e8\u5206\u6807\u51c6\u5316\u4efb\u52a1\u9010\u6b65\u88abAI\u627f\u62c5\uff0c\u66f4\u4e3b\u8981\u7684\u6559\u80b2\u56de\u62a5\u6765\u6e90\u5c06\u662f\u80fd\u5426\u754c\u5b9a\u95ee\u9898\u3001\u6574\u5408\u77e5\u8bc6\u3001\u5e76\u5224\u65adAI\u8f93\u51fa\u7684\u53ef\u9760\u6027\u3002 \u8fd9\u5bf9\u5927\u5b66\u6559\u80b2\u4e5f\u662f\u4e00\u79cd\u8b66\u793a\u3002AI\u6108\u5bb9\u6613\u5b8c\u6210\u6807\u51c6\u5316\u6d41\u7a0b\uff0c\u52b3\u52a8\u8005\u4e4b\u95f4\u7684\u7ade\u4e89\u4f18\u52bf\u5c31\u6108\u53d6\u51b3\u4e8e\u96be\u4ee5\u6807\u51c6\u5316\u7684\u80fd\u529b\u3002\u5982\u679c\u8bfe\u7a0b\u5185\u5bb9\u4ecd\u805a\u7126\u4e8e\u8bad\u7ec3\u5b66\u751f\u5b8c\u6210\u6807\u51c6\u5316\u4efb\u52a1\uff0c\u800c\u76f8\u5173\u9886\u57df\u6070\u597d\u662fAI\u6240\u957f\uff0c\u90a3\u4e48\u5b66\u751f\u5728\u6bd5\u4e1a\u540e\uff0c\u4e5f\u672a\u5fc5\u56e0\u6b64\u83b7\u5f97\u66f4\u5927\u7684\u804c\u573a\u6210\u5c31\u4e0e\u97e7\u6027\u3002\u76f8\u53cd\uff0c\u8de8\u754c\u6574\u5408\u4e0e\u6301\u7eed\u521b\u65b0\u80fd\u529b\u4f1a\u6bd4\u719f\u7ec3\u67d0\u79cd\u4e13\u4e1a\u6280\u80fd\u66f4\u7ecf\u5f97\u8d77\u5916\u90e8\u6280\u672f\u51b2\u51fb\u5f15\u81f4\u7684\u8fc5\u901f\u53d8\u5316\u3002\u4f01\u4e1a\u57f9\u8bad\u540c\u6837\u5982\u6b64\u3002\u8bad\u7ec3\u5458\u5de5\u4f7f\u7528\u6700\u65b0\u7684AI\u5de5\u5177\u56fa\u7136\u91cd\u8981\uff0c\u4f46\u5de5\u5177\u66f4\u65b0\u6781\u5feb\uff0c\u51e0\u5e74\u540e\u53ef\u80fd\u5df2\u88ab\u53d6\u4ee3\uff1b\u771f\u6b63\u9700\u8981\u6316\u6398\u7684\u662f\u501f\u52a9\u65b0\u5de5\u5177\u91cd\u7ec4\u521b\u65b0\u4e0e\u89e3\u96be\u80fd\u529b\u3002 AI\u65f6\u4ee3\u6559\u80b2\u5e94\u4fa7\u91cd\u201c\u6559\u4ec0\u4e48\u201d \u6211\u4eec\u5e94\u91cd\u65b0\u5ba1\u89c6\u600e\u6837\u7684\u6559\u80b2\u4ecd\u5177\u5e02\u573a\u5438\u5f15\u529b\u3002\u9762\u5bf9\u751f\u6210\u5f0fAI\u7684\u8fc5\u901f\u666e\u53ca\uff0c\u6559\u80b2\u6700\u76f4\u63a5\u7684\u56de\u5e94\u5f80\u5f80\u662f\u589e\u52a0AI\u8bfe\u7a0b\u3001\u5f3a\u5316\u5de5\u5177\u8bad\u7ec3\uff0c\u751a\u81f3\u5021\u5bfc\u201c\u4eba\u4eba\u5b66AI\u201d\u3002\u8fd9\u4e9b\u505a\u6cd5\u6709\u5176\u5fc5\u8981\u6027\uff0c\u4f46\u4e5f\u5bb9\u6613\u628a\u6559\u80b2\u6539\u9769\u7b80\u5316\u4e3a\u5de5\u5177\u4f7f\u7528\u7684\u666e\u53ca\u3002\u771f\u6b63\u9700\u8981\u56de\u7b54\u7684\u95ee\u9898\u662f\uff1a\u5f53AI\u5de5\u5177\u672c\u8eab\u6108\u6765\u6108\u5bb9\u6613\u83b7\u53d6\uff0c\u54ea\u4e9b\u80fd\u529b\u4f1a\u5f62\u6210\u6301\u4e45\u7684\u7ade\u4e89\u4f18\u52bf\uff1f \u672a\u6765\u7684\u80fd\u529b\u5dee\u5f02\uff0c\u672a\u5fc5\u5728\u4e8e\u8c01\u66f4\u65e9\u5b66\u4f1a\u67d0\u4e2a\u6a21\u578b\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u5224\u65adAI\u7684\u7b54\u6848\u662f\u5426\u53ef\u4fe1\uff0c\u4ee5\u53ca\u5982\u4f55\u628aAI\u751f\u6210\u7684\u5185\u5bb9\u8f6c\u5316\u4e3a\u6709\u4ef7\u503c\u7684\u65b9\u6848\u3002\u5982\u679c\u5927\u5b66\u6559\u80b2\u53ea\u8bad\u7ec3\u5b66\u751f\u5b66\u4f1aAI\u64c5\u957f\u7684\u6807\u51c6\u5316\u6280\u80fd\uff0c\u5b66\u5386\u56de\u62a5\u81ea\u7136\u4f1a\u4e0b\u964d\uff1b\u4f46\u5982\u679c\u6559\u80b2\u80fd\u591f\u57f9\u517b\u5206\u6790\u5224\u65ad\u3001\u77e5\u8bc6\u6574\u5408\u3001\u6c9f\u901a\u534f\u4f5c\u4ee5\u53ca\u9002\u5e94\u65b0\u6280\u672f\u7b49\u8f83\u96be\u6807\u51c6\u5316\u7684\u80fd\u529b\uff0c\u5176\u4ef7\u503c\u53ef\u80fd\u66f4\u591a\u4f53\u73b0\u5728\u9762\u5bf9\u6280\u672f\u51b2\u51fb\u65f6\u7684\u9002\u5e94\u4e0e\u8c03\u6574\u80fd\u529b\u4e0a\u3002 \u7b14\u8005\u56e2\u961f\u7684\u6570\u636e\u63d0\u4f9b\u4e86\u4e00\u5b9a\u95f4\u63a5\u652f\u6301\uff1aAI\u51b2\u51fb\u540e\uff0c\u6559\u80b2\u7a0b\u5ea6\u8f83\u9ad8\u8005\u4e0e\u62e5\u6709\u9ad8\u6392\u540d\u5927\u5b66\u5b66\u5386\u8005\uff0c\u5728\u6536\u5165\u53ca\u5c31\u4e1a\u673a\u4f1a\u4e0a\u53d7\u635f\u76f8\u5bf9\u8f83\u8f7b\uff0c\u6574\u4f53\u5c55\u73b0\u51fa\u8f83\u5f3a\u97e7\u6027\u3002\u6362\u8a00\u4e4b\uff0c\u6559\u80b2\u7a0b\u5ea6\u4e0e\u9ad8\u6392\u540d\u5927\u5b66\u5b66\u5386\u6240\u4ee3\u8868\u7684\u5e02\u573a\u4f18\u52bf\uff0c\u5728AI\u51b2\u51fb\u4e0b\u5e76\u672a\u6d88\u5931\uff1b\u4e0e\u4e4b\u76f8\u5173\u7684\u8de8\u9886\u57df\u53ef\u8fc1\u79fb\u8ba4\u77e5\u80fd\u529b\u4ee5\u53ca\u5b66\u4e60\u65b0\u6280\u672f\u7684\u6bd4\u8f83\u4f18\u52bf\uff0c\u5728AI\u65f6\u4ee3\u53cd\u800c\u80fd\u6210\u4e3a\u6536\u5165\u4e0e\u5c31\u4e1a\u4e0a\u7684\u7f13\u51b2\u3002 \u5bf9\u5e7f\u5927\u52b3\u52a8\u8005\u800c\u8a00\uff0c\u4e0e\u5176\u4e0d\u505c\u8ffd\u9010\u4e0b\u4e00\u4e2a\u70ed\u95e8\u5de5\u5177\uff0c\u4e0d\u5982\u7d2f\u79ef\u4e00\u7ec4\u66f4\u96be\u88ab\u5de5\u5177\u53d6\u4ee3\u7684\u80fd\u529b\u3002\u5bf9\u5927\u5b66\u800c\u8a00\uff0c\u4e0d\u5e94\u53ea\u662f\u589e\u8bbe\u51e0\u95e8AI\u8bfe\u7a0b\uff0c\u800c\u5e94\u91cd\u65b0\u601d\u8003\u4eba\u624d\u57f9\u80b2\u7a76\u7adf\u80fd\u8d4b\u4e88\u5b66\u751f\u4ec0\u4e48\u6838\u5fc3\u80fd\u529b\u3002\u5bf9\u653f\u7b56\u5236\u5b9a\u8005\u800c\u8a00\uff0c\u518d\u57f9\u8bad\u4e0d\u80fd\u53ea\u505c\u7559\u5728\u5de5\u5177\u64cd\u4f5c\u5c42\u9762\uff0c\u800c\u5e94\u8457\u91cd\u534f\u52a9\u53d7AI\u51b2\u51fb\u8005\u8fbe\u81f4\u6280\u80fd\u8f6c\u6362\u4e0e\u804c\u6daf\u8f6c\u8f68\u3002 \u7efc\u4e0a\u53ef\u89c1\uff0c\u6559\u80b2\u9700\u56de\u5e94\u7684\u4e0d\u662f\u5355\u4e00\u7684\u5de5\u5177\u7406\u6027\u95ee\u9898\uff0c\u800c\u662f\u4e00\u7ec4\u66f4\u4e3a\u6839\u672c\u7684\u751f\u5b58\u547d\u9898\u3002\u751f\u6210\u5f0fAI\u538b\u4f4e\u4e86\u90e8\u5206\u6807\u51c6\u5316\u4efb\u52a1\u7684\u6210\u672c\uff0c\u52b3\u52a8\u5e02\u573a\u7684\u7ade\u4e89\u4f18\u52bf\u56e0\u800c\u4f1a\u503e\u5411\u8f83\u96be\u6807\u51c6\u5316\u7684\u7efc\u5408\u9002\u5e94\u529b\u3002\u6240\u4ee5\uff0cAI \u65f6\u4ee3\u5b66\u5386\u662f\u5426\u4ecd\u7136\u91cd\u8981\uff1f\u6216\u8bb8\u7b54\u6848\u662f\uff1a\u5b66\u5386\u672c\u8eab\u4e0d\u662f\u62a4\u57ce\u6cb3\uff0c\u5b66\u5386\u80cc\u540e\u90a3\u4e9bAI\u96be\u4ee5\u590d\u5236\u7684\u80fd\u529b\u624d\u662f\u3002 \u6ce8\uff1aLin, Q., Lu, A., & Fang, C. (2027). Educational premium in the age of AI","canonical_url":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-educational-imperative-of-the-ai-era-insights-from-chatgpt-shocks-in-online-labor-markets\/","robots":"max-image-preview:large","keywords":"","webmasterTools":{"google-site-verification":"google-site-verification=MjdkluDgHpNk2vz5slbwER2Gusw2rUDQuVULMERWzLo","miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"BreadcrumbList","@id":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-educational-imperative-of-the-ai-era-insights-from-chatgpt-shocks-in-online-labor-markets\/#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/www.hkubs.hku.hk\/sc\/#listItem","position":1,"name":"Home","item":"https:\/\/www.hkubs.hku.hk\/sc\/","nextItem":{"@type":"ListItem","@id":"https:\/\/www.hkubs.hku.hk\/sc\/thought-leadership\/hkej-column-sc\/#listItem","name":"\u9f99\u864e\u5c71\u4e0b"}},{"@type":"ListItem","@id":"https:\/\/www.hkubs.hku.hk\/sc\/thought-leadership\/hkej-column-sc\/#listItem","position":2,"name":"\u9f99\u864e\u5c71\u4e0b","item":"https:\/\/www.hkubs.hku.hk\/sc\/thought-leadership\/hkej-column-sc\/","nextItem":{"@type":"ListItem","@id":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-educational-imperative-of-the-ai-era-insights-from-chatgpt-shocks-in-online-labor-markets\/#listItem","name":"\u4ece\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\u51b2\u51fb\u5206\u6790AI\u65f6\u4ee3\u7684\u6559\u80b2\u547d\u9898"},"previousItem":{"@type":"ListItem","@id":"https:\/\/www.hkubs.hku.hk\/sc\/#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-educational-imperative-of-the-ai-era-insights-from-chatgpt-shocks-in-online-labor-markets\/#listItem","position":3,"name":"\u4ece\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\u51b2\u51fb\u5206\u6790AI\u65f6\u4ee3\u7684\u6559\u80b2\u547d\u9898","previousItem":{"@type":"ListItem","@id":"https:\/\/www.hkubs.hku.hk\/sc\/thought-leadership\/hkej-column-sc\/#listItem","name":"\u9f99\u864e\u5c71\u4e0b"}}]},{"@type":"Organization","@id":"https:\/\/www.hkubs.hku.hk\/sc\/#organization","name":"HKU Business School","url":"https:\/\/www.hkubs.hku.hk\/sc\/"},{"@type":"WebPage","@id":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-educational-imperative-of-the-ai-era-insights-from-chatgpt-shocks-in-online-labor-markets\/#webpage","url":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-educational-imperative-of-the-ai-era-insights-from-chatgpt-shocks-in-online-labor-markets\/","name":"\u4ece\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\u51b2\u51fb\u5206\u6790AI\u65f6\u4ee3\u7684\u6559\u80b2\u547d\u9898 - HKU Business School","description":"ChatGPT \u95ee\u4e16\u4e0d\u8fc7\u6570\u5e74\uff0c\u5173\u4e8e\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u4e0e\u5c31\u4e1a\u7684\u8ba8\u8bba\u5df2\u660e\u663e\u8f6c\u5411\u3002\u8d77\u521d\uff0c\u4eba\u4eec\u62c5\u5fe7AI\u662f\u5426\u4f1a\u62a2\u8d70\u4eba\u7c7b\u5de5\u4f5c\uff1b\u5982\u4eca\u66f4\u503c\u5f97\u6df1\u601d\u7684\u662f\uff1a\u5f53\u6240\u6709\u4eba\u90fd\u80fd\u4f7f\u7528AI\u65f6\uff0c\u8c01\u624d\u6709\u80fd\u529b\u7ee7\u7eed\u7559\u5728\u724c\u684c\u4e0a\uff1f \u4ee5\u5f80\u63a5\u53d7\u9ad8\u7b49\u6559\u80b2\u7684\u4eba\uff0c\u4e00\u65b9\u9762\u4e3a\u4e86\u638c\u63e1\u4e13\u4e1a\u6280\u80fd\u4e0e\u77e5\u8bc6\uff0c\u53e6\u4e00\u65b9\u9762\u662f\u5411\u672a\u6765\u96c7\u4e3b\u8bc1\u660e\u81ea\u5df1\u7684\u80fd\u529b\u3002\u65f6\u81f3\u4eca\u65e5\uff0cAI\u5374\u5728\u540c\u65f6\u6539\u5199\u8fd9\u4e24\u4e2a\u76ee\u7684\uff1a\u77e5\u8bc6\u83b7\u53d6\u53d8\u5f97\u5bb9\u6613\uff0c\u90e8\u5206\u4e13\u4e1a\u6280\u80fd\u4ea6\u4e0d\u518d\u7a00\u7f3a\u3002\u7167\u6b64\u63a8\u8bba\uff0c\u5b66\u5386\u4f3c\u4e4e\u6b63\u5728\u8d2c\u503c\u3002 \u751f\u6210\u5f0fAI\u4e0e\u6614\u65e5\u7684\u81ea\u52a8\u5316\u6280\u672f\u4e0d\u540c\uff0c\u5f71\u54cd\u8303\u56f4\u4e0d\u518d\u53ea\u662f\u91cd\u590d\u6027\u4f53\u529b\u52b3\u52a8\uff0c\u8fd8\u5305\u62ec\u5199\u4f5c\u3001\u7ffb\u8bd1\u3001\u7f16\u7a0b\u8bbe\u8ba1\u3001\u8d44\u6599\u5206\u6790\u7b49\u4f20\u7edf\u610f\u4e49\u4e0a\u7684\u77e5\u8bc6\u5de5\u4f5c\u3002\u8fc7\u53bb\u9700\u8981\u591a\u5e74\u79ef\u7d2f\u624d\u80fd\u5b8c\u6210\u7684\u4efb\u52a1\uff0c\u73b0\u5728\u53ea\u9700\u51e0\u4e2a\u63d0\u793a\u8bcd\u3002 \u8868\u9762\u770b\u6765\uff0cAI \u4f3c\u4e4e\u6b63\u5728\u62c9\u5e73\u4eba\u4e0e\u4eba\u4e4b\u95f4\u7684\u80fd\u529b\u5dee\u8ddd\u3002\u5982\u679c\u673a\u5668\u80fd\u5e2e\u52a9\u6bcf\u4e2a\u4eba\u5199\u5f97\u66f4\u5feb\u3001\u753b\u5f97\u66f4\u597d\u3001\u7f16\u7a0b\u6548\u7387\u66f4\u9ad8\uff0c\u90a3\u4e48\u540d\u6821\u3001\u5b66\u5386\u4e0e\u4e13\u4e1a\u8bad\u7ec3\u7684\u91cd\u8981\u6027\u662f\u5426\u4e5f\u968f\u4e4b\u4e0b\u964d\uff1f \u7b14\u8005\u56e2\u961f\u7684\u7814\u7a76\u8868\u660e\uff0c\u7b54\u6848\u672a\u5fc5\u5982\u6b64\u3002 AI\u5f71\u54cd\u4e0e\u5c31\u4e1a\u5b89\u5168\u7684\u5206\u754c\u7ebf \u4ece 2022 \u5e74\u521d\u81f32025 \u5e74\u5e95\uff0c\u6211\u4eec\u8ffd\u8e2a\u4e86\u4e00\u4e2a\u5168\u7403\u5927\u578b\u7ebf\u4e0a\u52b3\u52a8\u5e73\u53f0\u8fd13\u4e07\u540d\u81ea\u7531\u5de5\u4f5c\u8005\uff0c\u5e76\u4ee5 2022 \u5e74 11 \u6708 ChatGPT \u516c\u5f00\u53d1\u5e03\u4f5c\u4e3a\u4e00\u6b21\u5916\u751f\u6027\u6280\u672f\u51b2\u51fb(exogenous technological shock)\u3002\u7814\u7a76\u53d1\u73b0\uff0c\u5728 ChatGPT \u95ee\u4e16\u4e4b\u524d\uff0c\u4ece\u4e8b\u7a0b\u5f0f\u7f16\u7801\u3001\u8d44\u6599\u5904\u7406\u3001\u5199\u4f5c\u3001\u7ffb\u8bd1\u53ca\u5185\u5bb9\u8bbe\u8ba1\u7b49\u751f\u6210\u5f0f AI \u8f83\u6613\u4ecb\u5165\u7684\u77e5\u8bc6\u578b\u4efb\u52a1\u52b3\u52a8\u8005\uff0c\u6b64\u540e\u6240\u53d7\u7684\u51b2\u51fb\u5c24\u4e3a\u660e\u663e\u3010\u6ce8\u3011\u3002\u8fd9\u4e9b\u804c\u4e1a\u5305\u542b\u4e0d\u5c11\u76f8\u5bf9\u5bb9\u6613\u88ab\u62c6\u89e3\u548c\u6807\u51c6\u5316\u7684\u4efb\u52a1\uff0c\u4e5f\u56e0\u8f83\u65e9\u53d7\u5230\u751f\u6210\u5f0fAI\u80fd\u529b\u6269\u5f20\u7684\u5f71\u54cd\uff0c\u5176\u6536\u5165\u3001\u5de5\u65f6\u4e0e\u5c31\u4e1a\u673a\u4f1a\u5747\u51fa\u73b0\u76f8\u5bf9\u8f83\u5927\u5e45\u5ea6\u7684\u4e0b\u964d\u3002\u6362\u8a00\u4e4b\uff0c\u5de5\u4f5c\u5185\u5bb9\u6108\u5bb9\u6613\u88ab\u751f\u6210\u5f0fAI\u4ea7\u51fa\uff0c\u5176\u5c31\u4e1a\u98ce\u9669\u6108\u5927\uff0c\u4e14\u66f4\u65e9\u9762\u4e34\u5e02\u573a\u9700\u6c42\u53d8\u5316\u4e0e\u7ade\u4e89\u52a0\u5267\u3002 \u57fa\u4e8e\u201c\u4eba\u4eba\u5b66AI\u201d\u7684\u70ed\u6f6e\uff0c\u6709\u5fc5\u8981\u6f84\u6e05\uff1a\u61c2AI\u4e0d\u4ee3\u8868\u4e0d\u5bb9\u6613\u88ab\u53d6\u4ee3\u3002\u201c\u4f1a\u7528AI\u201d\u4e0e\u201c\u4ece\u4e8b\u4e0d\u5bb9\u6613\u88abAI\u53d6\u4ee3\u7684\u5de5\u4f5c\u201d\u662f\u4e24\u4e2a\u4e0d\u540c\u6982\u5ff5\uff0c\u5173\u952e\u5728\u4e8e\u5de5\u4f5c\u4efb\u52a1\u4e0eAI\u80fd\u529b\u6709\u65e0\u91cd\u53e0\u3002\u4e00\u4e2a\u7a0b\u5f0f\u8bbe\u8ba1\u5458\u53ef\u80fd\u7cbe\u901a\u6280\u672f\uff0c\u4f46\u5982\u679c\u4ed6\u7684\u4e3b\u8981\u5de5\u4f5c\u662f\u6807\u51c6\u5316\u4ee3\u7801\u751f\u6210\uff0c\u4ecd\u53ef\u80fd\u53d7\u5230AI\u51b2\u51fb\u3002\u76f8\u8f83\u4e4b\u4e0b\uff0c\u4e00\u4e9b\u5305\u542b\u95ee\u9898\u5b9a\u4e49\u3001\u8de8\u754c\u6574\u5408\u3001\u7efc\u5408\u5224\u65ad\u4e0e\u56e2\u961f\u534f\u8c03\u7684\u5de5\u4f5c\uff0c\u4f8b\u5982\u7b56\u7565\u987e\u95ee\u3001\u9879\u76ee\u7ba1\u7406\u6216\u590d\u6742\u51b3\u7b56\u652f\u6301\uff0c\u5176\u6838\u5fc3\u4efb\u52a1\u8f83\u96be\u88ab\u6807\u51c6\u5316\uff0c\u4e5f\u96be\u4ee5\u88ab\u751f\u6210\u5f0fAI\u76f4\u63a5\u66ff\u4ee3\u3002 AI\u6ca1\u6709\u51cf\u635f\u5b66\u5386\u4ef7\u503c \u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u6211\u4eec\u53d1\u73b0\u6b64\u6b21\u6280\u672f\u51b2\u51fb\u5bf9\u5c31\u4e1a\u8005\u7684\u5f71\u54cd\u5e76\u975e\u5e73\u5747\u5206\u5e03\u3002\u968f\u7740\u6559\u80b2\u7a0b\u5ea6\u63d0\u9ad8\uff0c\u90e8\u5206\u52b3\u52a8\u8005\u5728\u9762\u5bf9AI\u51b2\u51fb\u65f6\u5c55\u73b0\u51fa\u8f83\u5f3a\u97e7\u6027\u3002\u5728\u6536\u5165\u4e0e\u5de5\u4f5c\u673a\u4f1a\u65b9\u9762\uff0c\u8fd9\u4e00\u5dee\u5f02\u5c24\u5176\u660e\u663e\uff0c\u535a\u58eb\u5b66\u5386\u52b3\u52a8\u8005\u7684\u76f8\u5bf9\u5c31\u4e1a\u8c03\u6574\u4e0d\u663e\u8457\uff0c\u800c\u6559\u80b2\u7a0b\u5ea6\u8f83\u4f4e\u7684\u52b3\u52a8\u8005\u5219\u627f\u53d7\u5c24\u4e3a\u660e\u663e\u7684\u8d1f\u9762\u5f71\u54cd\u3002\u81f3\u4e8e\u5927\u5b66\u80cc\u666f\u4e5f\u5448\u73b0\u4e0d\u540c\u8d8b\u52bf\uff1a\u6bd5\u4e1a\u4e8e\u6392\u540d\u8f83\u9ad8\u5927\u5b66\u7684\u52b3\u52a8\u8005\u53d7\u5230\u7684\u51b2\u51fb\u660e\u663e\u8f83\u5c0f\uff0c\u800c\u6765\u81ea\u6392\u540d\u8f83\u4f4e\u6216\u975e\u6392\u540d\u5927\u5b66\u7684\u52b3\u52a8\u8005\uff0c\u6536\u5165\u964d\u5e45\u5c24\u4e3a\u663e\u8457\u3002 \u4e3a\u4ec0\u4e48\u4f1a\u51fa\u73b0\u8fd9\u79cd\u60c5\u51b5\uff1f\u5176\u4e2d\u4e00\u4e2a\u89e3\u91ca\u4e0e\u80fd\u529b\u6709\u5173\u3002\u9ad8\u7b49\u6559\u80b2\u771f\u6b63\u7684\u4ef7\u503c\uff0c\u4e5f\u8bb8\u4ece\u6765\u4e0d\u5728\u4e8e\u8ba9\u4eba\u5b66\u4f1a\u5982\u4f55\u5b8c\u6210\u5177\u4f53\u4efb\u52a1\uff0c\u800c\u662f\u57f9\u517b\u5206\u6790\u95ee\u9898\u3001\u521b\u65b0\u4e0e\u5224\u65ad\u529b\uff0c\u4ee5\u53ca\u5e94\u5bf9\u590d\u6742\u591a\u53d8\u60c5\u5883\u7684\u80fd\u529b\u3002\u5f53AI\u627f\u62c5\u6108\u6765\u6108\u591a\u6807\u51c6\u5316\u5de5\u4f5c\uff0c\u8fd9\u4e9b\u96be\u4ee5\u6807\u51c6\u5316\u7684\u80fd\u529b\u53cd\u800c\u66f4\u52a0\u91cd\u8981\u3002\u53e6\u4e00\u4e2a\u89e3\u91ca\u5219\u5173\u4e4e\u8baf\u53f7\u7406\u8bba\uff08signalling theory\uff09\u3002\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\uff08online labour market\uff09\u5b58\u5728\u660e\u663e\u7684\u8baf\u606f\u4e0d\u5bf9\u79f0\uff0c\u96c7\u4e3b\u5728\u6b63\u5f0f\u5408\u4f5c\u524d\u5f80\u5f80\u96be\u4ee5\u5224\u65ad\u964c\u751f\u5de5\u4f5c\u8005\u662f\u5426\u53ef\u9760\u3002\u5f53AI\u80fd\u8f7b\u6613\u751f\u6210\u4f18\u7f8e\u6587\u6848\u3001\u4ee3\u7801\u751a\u81f3\u4f5c\u54c1\u96c6\uff0c\u8868\u9762\u4e0a\u770b\u8d77\u6765\u4e0d\u9519\u7684\u5305\u88c5\u5df2\u663e\u5ec9\u4ef7\uff1b\u96c7\u4e3b\u53cd\u800c\u53ef\u80fd\u66f4\u501a\u91cd\u5b66\u5386\u3001\u540d\u6821\u80cc\u666f\u3001\u8fc7\u5f80\u58f0\u8a89\u7b49\u8f83\u96be\u590d\u5236\u7684\u53ef\u9760\u8baf\u53f7\u3002\u8fd9\u4e24\u79cd\u673a\u5236\u5728\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\u4e2d\u5747\u53ef\u53d1\u6325\u4f5c\u7528\u3002 \u8fd9\u5e76\u4e0d\u4ee3\u8868\u9ad8\u5b66\u5386\u52b3\u52a8\u8005\u53ef\u4ee5\u514d\u53d7AI\u51b2\u51fb\u3002\u786e\u5207\u800c\u8a00\uff0c\u9ad8\u5b66\u5386\u8005\u9762\u4e34\u6280\u672f\u53d8\u9769\u65f6\uff0c\u5728\u6536\u5165\u4e0e\u5c31\u4e1a\u673a\u4f1a\u65b9\u9762\u5c55\u73b0\u51fa\u76f8\u5bf9\u8f83\u5f3a\u7684\u97e7\u6027\u3002\u8fd9\u79cd\u5dee\u5f02\u4e5f\u663e\u793a\u751f\u6210\u5f0fAI\u672a\u5fc5\u4f1a\u7b80\u5355\u524a\u5f31\u6559\u80b2\u7684\u4ef7\u503c\uff0c\u800c\u53ef\u80fd\u6b63\u5728\u91cd\u5851\u6559\u80b2\u56de\u62a5\u7684\u672c\u8d28\u3002\u8fc7\u53bb\uff0c\u4e00\u4e2a\u4eba\u7684\u4f18\u52bf\u4f53\u73b0\u5728\u638c\u63e1\u67d0\u9879\u53ef\u76f4\u63a5\u6267\u884c\u7684\u4e13\u4e1a\u6280\u80fd\uff1b\u672a\u6765\uff0c\u968f\u7740\u90e8\u5206\u6807\u51c6\u5316\u4efb\u52a1\u9010\u6b65\u88abAI\u627f\u62c5\uff0c\u66f4\u4e3b\u8981\u7684\u6559\u80b2\u56de\u62a5\u6765\u6e90\u5c06\u662f\u80fd\u5426\u754c\u5b9a\u95ee\u9898\u3001\u6574\u5408\u77e5\u8bc6\u3001\u5e76\u5224\u65adAI\u8f93\u51fa\u7684\u53ef\u9760\u6027\u3002 \u8fd9\u5bf9\u5927\u5b66\u6559\u80b2\u4e5f\u662f\u4e00\u79cd\u8b66\u793a\u3002AI\u6108\u5bb9\u6613\u5b8c\u6210\u6807\u51c6\u5316\u6d41\u7a0b\uff0c\u52b3\u52a8\u8005\u4e4b\u95f4\u7684\u7ade\u4e89\u4f18\u52bf\u5c31\u6108\u53d6\u51b3\u4e8e\u96be\u4ee5\u6807\u51c6\u5316\u7684\u80fd\u529b\u3002\u5982\u679c\u8bfe\u7a0b\u5185\u5bb9\u4ecd\u805a\u7126\u4e8e\u8bad\u7ec3\u5b66\u751f\u5b8c\u6210\u6807\u51c6\u5316\u4efb\u52a1\uff0c\u800c\u76f8\u5173\u9886\u57df\u6070\u597d\u662fAI\u6240\u957f\uff0c\u90a3\u4e48\u5b66\u751f\u5728\u6bd5\u4e1a\u540e\uff0c\u4e5f\u672a\u5fc5\u56e0\u6b64\u83b7\u5f97\u66f4\u5927\u7684\u804c\u573a\u6210\u5c31\u4e0e\u97e7\u6027\u3002\u76f8\u53cd\uff0c\u8de8\u754c\u6574\u5408\u4e0e\u6301\u7eed\u521b\u65b0\u80fd\u529b\u4f1a\u6bd4\u719f\u7ec3\u67d0\u79cd\u4e13\u4e1a\u6280\u80fd\u66f4\u7ecf\u5f97\u8d77\u5916\u90e8\u6280\u672f\u51b2\u51fb\u5f15\u81f4\u7684\u8fc5\u901f\u53d8\u5316\u3002\u4f01\u4e1a\u57f9\u8bad\u540c\u6837\u5982\u6b64\u3002\u8bad\u7ec3\u5458\u5de5\u4f7f\u7528\u6700\u65b0\u7684AI\u5de5\u5177\u56fa\u7136\u91cd\u8981\uff0c\u4f46\u5de5\u5177\u66f4\u65b0\u6781\u5feb\uff0c\u51e0\u5e74\u540e\u53ef\u80fd\u5df2\u88ab\u53d6\u4ee3\uff1b\u771f\u6b63\u9700\u8981\u6316\u6398\u7684\u662f\u501f\u52a9\u65b0\u5de5\u5177\u91cd\u7ec4\u521b\u65b0\u4e0e\u89e3\u96be\u80fd\u529b\u3002 AI\u65f6\u4ee3\u6559\u80b2\u5e94\u4fa7\u91cd\u201c\u6559\u4ec0\u4e48\u201d \u6211\u4eec\u5e94\u91cd\u65b0\u5ba1\u89c6\u600e\u6837\u7684\u6559\u80b2\u4ecd\u5177\u5e02\u573a\u5438\u5f15\u529b\u3002\u9762\u5bf9\u751f\u6210\u5f0fAI\u7684\u8fc5\u901f\u666e\u53ca\uff0c\u6559\u80b2\u6700\u76f4\u63a5\u7684\u56de\u5e94\u5f80\u5f80\u662f\u589e\u52a0AI\u8bfe\u7a0b\u3001\u5f3a\u5316\u5de5\u5177\u8bad\u7ec3\uff0c\u751a\u81f3\u5021\u5bfc\u201c\u4eba\u4eba\u5b66AI\u201d\u3002\u8fd9\u4e9b\u505a\u6cd5\u6709\u5176\u5fc5\u8981\u6027\uff0c\u4f46\u4e5f\u5bb9\u6613\u628a\u6559\u80b2\u6539\u9769\u7b80\u5316\u4e3a\u5de5\u5177\u4f7f\u7528\u7684\u666e\u53ca\u3002\u771f\u6b63\u9700\u8981\u56de\u7b54\u7684\u95ee\u9898\u662f\uff1a\u5f53AI\u5de5\u5177\u672c\u8eab\u6108\u6765\u6108\u5bb9\u6613\u83b7\u53d6\uff0c\u54ea\u4e9b\u80fd\u529b\u4f1a\u5f62\u6210\u6301\u4e45\u7684\u7ade\u4e89\u4f18\u52bf\uff1f \u672a\u6765\u7684\u80fd\u529b\u5dee\u5f02\uff0c\u672a\u5fc5\u5728\u4e8e\u8c01\u66f4\u65e9\u5b66\u4f1a\u67d0\u4e2a\u6a21\u578b\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u5224\u65adAI\u7684\u7b54\u6848\u662f\u5426\u53ef\u4fe1\uff0c\u4ee5\u53ca\u5982\u4f55\u628aAI\u751f\u6210\u7684\u5185\u5bb9\u8f6c\u5316\u4e3a\u6709\u4ef7\u503c\u7684\u65b9\u6848\u3002\u5982\u679c\u5927\u5b66\u6559\u80b2\u53ea\u8bad\u7ec3\u5b66\u751f\u5b66\u4f1aAI\u64c5\u957f\u7684\u6807\u51c6\u5316\u6280\u80fd\uff0c\u5b66\u5386\u56de\u62a5\u81ea\u7136\u4f1a\u4e0b\u964d\uff1b\u4f46\u5982\u679c\u6559\u80b2\u80fd\u591f\u57f9\u517b\u5206\u6790\u5224\u65ad\u3001\u77e5\u8bc6\u6574\u5408\u3001\u6c9f\u901a\u534f\u4f5c\u4ee5\u53ca\u9002\u5e94\u65b0\u6280\u672f\u7b49\u8f83\u96be\u6807\u51c6\u5316\u7684\u80fd\u529b\uff0c\u5176\u4ef7\u503c\u53ef\u80fd\u66f4\u591a\u4f53\u73b0\u5728\u9762\u5bf9\u6280\u672f\u51b2\u51fb\u65f6\u7684\u9002\u5e94\u4e0e\u8c03\u6574\u80fd\u529b\u4e0a\u3002 \u7b14\u8005\u56e2\u961f\u7684\u6570\u636e\u63d0\u4f9b\u4e86\u4e00\u5b9a\u95f4\u63a5\u652f\u6301\uff1aAI\u51b2\u51fb\u540e\uff0c\u6559\u80b2\u7a0b\u5ea6\u8f83\u9ad8\u8005\u4e0e\u62e5\u6709\u9ad8\u6392\u540d\u5927\u5b66\u5b66\u5386\u8005\uff0c\u5728\u6536\u5165\u53ca\u5c31\u4e1a\u673a\u4f1a\u4e0a\u53d7\u635f\u76f8\u5bf9\u8f83\u8f7b\uff0c\u6574\u4f53\u5c55\u73b0\u51fa\u8f83\u5f3a\u97e7\u6027\u3002\u6362\u8a00\u4e4b\uff0c\u6559\u80b2\u7a0b\u5ea6\u4e0e\u9ad8\u6392\u540d\u5927\u5b66\u5b66\u5386\u6240\u4ee3\u8868\u7684\u5e02\u573a\u4f18\u52bf\uff0c\u5728AI\u51b2\u51fb\u4e0b\u5e76\u672a\u6d88\u5931\uff1b\u4e0e\u4e4b\u76f8\u5173\u7684\u8de8\u9886\u57df\u53ef\u8fc1\u79fb\u8ba4\u77e5\u80fd\u529b\u4ee5\u53ca\u5b66\u4e60\u65b0\u6280\u672f\u7684\u6bd4\u8f83\u4f18\u52bf\uff0c\u5728AI\u65f6\u4ee3\u53cd\u800c\u80fd\u6210\u4e3a\u6536\u5165\u4e0e\u5c31\u4e1a\u4e0a\u7684\u7f13\u51b2\u3002 \u5bf9\u5e7f\u5927\u52b3\u52a8\u8005\u800c\u8a00\uff0c\u4e0e\u5176\u4e0d\u505c\u8ffd\u9010\u4e0b\u4e00\u4e2a\u70ed\u95e8\u5de5\u5177\uff0c\u4e0d\u5982\u7d2f\u79ef\u4e00\u7ec4\u66f4\u96be\u88ab\u5de5\u5177\u53d6\u4ee3\u7684\u80fd\u529b\u3002\u5bf9\u5927\u5b66\u800c\u8a00\uff0c\u4e0d\u5e94\u53ea\u662f\u589e\u8bbe\u51e0\u95e8AI\u8bfe\u7a0b\uff0c\u800c\u5e94\u91cd\u65b0\u601d\u8003\u4eba\u624d\u57f9\u80b2\u7a76\u7adf\u80fd\u8d4b\u4e88\u5b66\u751f\u4ec0\u4e48\u6838\u5fc3\u80fd\u529b\u3002\u5bf9\u653f\u7b56\u5236\u5b9a\u8005\u800c\u8a00\uff0c\u518d\u57f9\u8bad\u4e0d\u80fd\u53ea\u505c\u7559\u5728\u5de5\u5177\u64cd\u4f5c\u5c42\u9762\uff0c\u800c\u5e94\u8457\u91cd\u534f\u52a9\u53d7AI\u51b2\u51fb\u8005\u8fbe\u81f4\u6280\u80fd\u8f6c\u6362\u4e0e\u804c\u6daf\u8f6c\u8f68\u3002 \u7efc\u4e0a\u53ef\u89c1\uff0c\u6559\u80b2\u9700\u56de\u5e94\u7684\u4e0d\u662f\u5355\u4e00\u7684\u5de5\u5177\u7406\u6027\u95ee\u9898\uff0c\u800c\u662f\u4e00\u7ec4\u66f4\u4e3a\u6839\u672c\u7684\u751f\u5b58\u547d\u9898\u3002\u751f\u6210\u5f0fAI\u538b\u4f4e\u4e86\u90e8\u5206\u6807\u51c6\u5316\u4efb\u52a1\u7684\u6210\u672c\uff0c\u52b3\u52a8\u5e02\u573a\u7684\u7ade\u4e89\u4f18\u52bf\u56e0\u800c\u4f1a\u503e\u5411\u8f83\u96be\u6807\u51c6\u5316\u7684\u7efc\u5408\u9002\u5e94\u529b\u3002\u6240\u4ee5\uff0cAI \u65f6\u4ee3\u5b66\u5386\u662f\u5426\u4ecd\u7136\u91cd\u8981\uff1f\u6216\u8bb8\u7b54\u6848\u662f\uff1a\u5b66\u5386\u672c\u8eab\u4e0d\u662f\u62a4\u57ce\u6cb3\uff0c\u5b66\u5386\u80cc\u540e\u90a3\u4e9bAI\u96be\u4ee5\u590d\u5236\u7684\u80fd\u529b\u624d\u662f\u3002 \u6ce8\uff1aLin, Q., Lu, A., & Fang, C. (2027). Educational premium in the age of AI","inLanguage":"zh-CN","isPartOf":{"@id":"https:\/\/www.hkubs.hku.hk\/sc\/#website"},"breadcrumb":{"@id":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-educational-imperative-of-the-ai-era-insights-from-chatgpt-shocks-in-online-labor-markets\/#breadcrumblist"},"datePublished":"2026-09-16T11:28:22+08:00","dateModified":"2026-09-16T11:31:58+08:00"},{"@type":"WebSite","@id":"https:\/\/www.hkubs.hku.hk\/sc\/#website","url":"https:\/\/www.hkubs.hku.hk\/sc\/","name":"HKU Business School","inLanguage":"zh-CN","publisher":{"@id":"https:\/\/www.hkubs.hku.hk\/sc\/#organization"}}]},"og:locale":"en_US","og:site_name":"HKU Business School -","og:type":"article","og:title":"\u4ece\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\u51b2\u51fb\u5206\u6790AI\u65f6\u4ee3\u7684\u6559\u80b2\u547d\u9898 - HKU Business School","og:description":"ChatGPT \u95ee\u4e16\u4e0d\u8fc7\u6570\u5e74\uff0c\u5173\u4e8e\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u4e0e\u5c31\u4e1a\u7684\u8ba8\u8bba\u5df2\u660e\u663e\u8f6c\u5411\u3002\u8d77\u521d\uff0c\u4eba\u4eec\u62c5\u5fe7AI\u662f\u5426\u4f1a\u62a2\u8d70\u4eba\u7c7b\u5de5\u4f5c\uff1b\u5982\u4eca\u66f4\u503c\u5f97\u6df1\u601d\u7684\u662f\uff1a\u5f53\u6240\u6709\u4eba\u90fd\u80fd\u4f7f\u7528AI\u65f6\uff0c\u8c01\u624d\u6709\u80fd\u529b\u7ee7\u7eed\u7559\u5728\u724c\u684c\u4e0a\uff1f \u4ee5\u5f80\u63a5\u53d7\u9ad8\u7b49\u6559\u80b2\u7684\u4eba\uff0c\u4e00\u65b9\u9762\u4e3a\u4e86\u638c\u63e1\u4e13\u4e1a\u6280\u80fd\u4e0e\u77e5\u8bc6\uff0c\u53e6\u4e00\u65b9\u9762\u662f\u5411\u672a\u6765\u96c7\u4e3b\u8bc1\u660e\u81ea\u5df1\u7684\u80fd\u529b\u3002\u65f6\u81f3\u4eca\u65e5\uff0cAI\u5374\u5728\u540c\u65f6\u6539\u5199\u8fd9\u4e24\u4e2a\u76ee\u7684\uff1a\u77e5\u8bc6\u83b7\u53d6\u53d8\u5f97\u5bb9\u6613\uff0c\u90e8\u5206\u4e13\u4e1a\u6280\u80fd\u4ea6\u4e0d\u518d\u7a00\u7f3a\u3002\u7167\u6b64\u63a8\u8bba\uff0c\u5b66\u5386\u4f3c\u4e4e\u6b63\u5728\u8d2c\u503c\u3002 \u751f\u6210\u5f0fAI\u4e0e\u6614\u65e5\u7684\u81ea\u52a8\u5316\u6280\u672f\u4e0d\u540c\uff0c\u5f71\u54cd\u8303\u56f4\u4e0d\u518d\u53ea\u662f\u91cd\u590d\u6027\u4f53\u529b\u52b3\u52a8\uff0c\u8fd8\u5305\u62ec\u5199\u4f5c\u3001\u7ffb\u8bd1\u3001\u7f16\u7a0b\u8bbe\u8ba1\u3001\u8d44\u6599\u5206\u6790\u7b49\u4f20\u7edf\u610f\u4e49\u4e0a\u7684\u77e5\u8bc6\u5de5\u4f5c\u3002\u8fc7\u53bb\u9700\u8981\u591a\u5e74\u79ef\u7d2f\u624d\u80fd\u5b8c\u6210\u7684\u4efb\u52a1\uff0c\u73b0\u5728\u53ea\u9700\u51e0\u4e2a\u63d0\u793a\u8bcd\u3002 \u8868\u9762\u770b\u6765\uff0cAI \u4f3c\u4e4e\u6b63\u5728\u62c9\u5e73\u4eba\u4e0e\u4eba\u4e4b\u95f4\u7684\u80fd\u529b\u5dee\u8ddd\u3002\u5982\u679c\u673a\u5668\u80fd\u5e2e\u52a9\u6bcf\u4e2a\u4eba\u5199\u5f97\u66f4\u5feb\u3001\u753b\u5f97\u66f4\u597d\u3001\u7f16\u7a0b\u6548\u7387\u66f4\u9ad8\uff0c\u90a3\u4e48\u540d\u6821\u3001\u5b66\u5386\u4e0e\u4e13\u4e1a\u8bad\u7ec3\u7684\u91cd\u8981\u6027\u662f\u5426\u4e5f\u968f\u4e4b\u4e0b\u964d\uff1f \u7b14\u8005\u56e2\u961f\u7684\u7814\u7a76\u8868\u660e\uff0c\u7b54\u6848\u672a\u5fc5\u5982\u6b64\u3002 AI\u5f71\u54cd\u4e0e\u5c31\u4e1a\u5b89\u5168\u7684\u5206\u754c\u7ebf \u4ece 2022 \u5e74\u521d\u81f32025 \u5e74\u5e95\uff0c\u6211\u4eec\u8ffd\u8e2a\u4e86\u4e00\u4e2a\u5168\u7403\u5927\u578b\u7ebf\u4e0a\u52b3\u52a8\u5e73\u53f0\u8fd13\u4e07\u540d\u81ea\u7531\u5de5\u4f5c\u8005\uff0c\u5e76\u4ee5 2022 \u5e74 11 \u6708 ChatGPT \u516c\u5f00\u53d1\u5e03\u4f5c\u4e3a\u4e00\u6b21\u5916\u751f\u6027\u6280\u672f\u51b2\u51fb(exogenous technological shock)\u3002\u7814\u7a76\u53d1\u73b0\uff0c\u5728 ChatGPT \u95ee\u4e16\u4e4b\u524d\uff0c\u4ece\u4e8b\u7a0b\u5f0f\u7f16\u7801\u3001\u8d44\u6599\u5904\u7406\u3001\u5199\u4f5c\u3001\u7ffb\u8bd1\u53ca\u5185\u5bb9\u8bbe\u8ba1\u7b49\u751f\u6210\u5f0f AI \u8f83\u6613\u4ecb\u5165\u7684\u77e5\u8bc6\u578b\u4efb\u52a1\u52b3\u52a8\u8005\uff0c\u6b64\u540e\u6240\u53d7\u7684\u51b2\u51fb\u5c24\u4e3a\u660e\u663e\u3010\u6ce8\u3011\u3002\u8fd9\u4e9b\u804c\u4e1a\u5305\u542b\u4e0d\u5c11\u76f8\u5bf9\u5bb9\u6613\u88ab\u62c6\u89e3\u548c\u6807\u51c6\u5316\u7684\u4efb\u52a1\uff0c\u4e5f\u56e0\u8f83\u65e9\u53d7\u5230\u751f\u6210\u5f0fAI\u80fd\u529b\u6269\u5f20\u7684\u5f71\u54cd\uff0c\u5176\u6536\u5165\u3001\u5de5\u65f6\u4e0e\u5c31\u4e1a\u673a\u4f1a\u5747\u51fa\u73b0\u76f8\u5bf9\u8f83\u5927\u5e45\u5ea6\u7684\u4e0b\u964d\u3002\u6362\u8a00\u4e4b\uff0c\u5de5\u4f5c\u5185\u5bb9\u6108\u5bb9\u6613\u88ab\u751f\u6210\u5f0fAI\u4ea7\u51fa\uff0c\u5176\u5c31\u4e1a\u98ce\u9669\u6108\u5927\uff0c\u4e14\u66f4\u65e9\u9762\u4e34\u5e02\u573a\u9700\u6c42\u53d8\u5316\u4e0e\u7ade\u4e89\u52a0\u5267\u3002 \u57fa\u4e8e\u201c\u4eba\u4eba\u5b66AI\u201d\u7684\u70ed\u6f6e\uff0c\u6709\u5fc5\u8981\u6f84\u6e05\uff1a\u61c2AI\u4e0d\u4ee3\u8868\u4e0d\u5bb9\u6613\u88ab\u53d6\u4ee3\u3002\u201c\u4f1a\u7528AI\u201d\u4e0e\u201c\u4ece\u4e8b\u4e0d\u5bb9\u6613\u88abAI\u53d6\u4ee3\u7684\u5de5\u4f5c\u201d\u662f\u4e24\u4e2a\u4e0d\u540c\u6982\u5ff5\uff0c\u5173\u952e\u5728\u4e8e\u5de5\u4f5c\u4efb\u52a1\u4e0eAI\u80fd\u529b\u6709\u65e0\u91cd\u53e0\u3002\u4e00\u4e2a\u7a0b\u5f0f\u8bbe\u8ba1\u5458\u53ef\u80fd\u7cbe\u901a\u6280\u672f\uff0c\u4f46\u5982\u679c\u4ed6\u7684\u4e3b\u8981\u5de5\u4f5c\u662f\u6807\u51c6\u5316\u4ee3\u7801\u751f\u6210\uff0c\u4ecd\u53ef\u80fd\u53d7\u5230AI\u51b2\u51fb\u3002\u76f8\u8f83\u4e4b\u4e0b\uff0c\u4e00\u4e9b\u5305\u542b\u95ee\u9898\u5b9a\u4e49\u3001\u8de8\u754c\u6574\u5408\u3001\u7efc\u5408\u5224\u65ad\u4e0e\u56e2\u961f\u534f\u8c03\u7684\u5de5\u4f5c\uff0c\u4f8b\u5982\u7b56\u7565\u987e\u95ee\u3001\u9879\u76ee\u7ba1\u7406\u6216\u590d\u6742\u51b3\u7b56\u652f\u6301\uff0c\u5176\u6838\u5fc3\u4efb\u52a1\u8f83\u96be\u88ab\u6807\u51c6\u5316\uff0c\u4e5f\u96be\u4ee5\u88ab\u751f\u6210\u5f0fAI\u76f4\u63a5\u66ff\u4ee3\u3002 AI\u6ca1\u6709\u51cf\u635f\u5b66\u5386\u4ef7\u503c \u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u6211\u4eec\u53d1\u73b0\u6b64\u6b21\u6280\u672f\u51b2\u51fb\u5bf9\u5c31\u4e1a\u8005\u7684\u5f71\u54cd\u5e76\u975e\u5e73\u5747\u5206\u5e03\u3002\u968f\u7740\u6559\u80b2\u7a0b\u5ea6\u63d0\u9ad8\uff0c\u90e8\u5206\u52b3\u52a8\u8005\u5728\u9762\u5bf9AI\u51b2\u51fb\u65f6\u5c55\u73b0\u51fa\u8f83\u5f3a\u97e7\u6027\u3002\u5728\u6536\u5165\u4e0e\u5de5\u4f5c\u673a\u4f1a\u65b9\u9762\uff0c\u8fd9\u4e00\u5dee\u5f02\u5c24\u5176\u660e\u663e\uff0c\u535a\u58eb\u5b66\u5386\u52b3\u52a8\u8005\u7684\u76f8\u5bf9\u5c31\u4e1a\u8c03\u6574\u4e0d\u663e\u8457\uff0c\u800c\u6559\u80b2\u7a0b\u5ea6\u8f83\u4f4e\u7684\u52b3\u52a8\u8005\u5219\u627f\u53d7\u5c24\u4e3a\u660e\u663e\u7684\u8d1f\u9762\u5f71\u54cd\u3002\u81f3\u4e8e\u5927\u5b66\u80cc\u666f\u4e5f\u5448\u73b0\u4e0d\u540c\u8d8b\u52bf\uff1a\u6bd5\u4e1a\u4e8e\u6392\u540d\u8f83\u9ad8\u5927\u5b66\u7684\u52b3\u52a8\u8005\u53d7\u5230\u7684\u51b2\u51fb\u660e\u663e\u8f83\u5c0f\uff0c\u800c\u6765\u81ea\u6392\u540d\u8f83\u4f4e\u6216\u975e\u6392\u540d\u5927\u5b66\u7684\u52b3\u52a8\u8005\uff0c\u6536\u5165\u964d\u5e45\u5c24\u4e3a\u663e\u8457\u3002 \u4e3a\u4ec0\u4e48\u4f1a\u51fa\u73b0\u8fd9\u79cd\u60c5\u51b5\uff1f\u5176\u4e2d\u4e00\u4e2a\u89e3\u91ca\u4e0e\u80fd\u529b\u6709\u5173\u3002\u9ad8\u7b49\u6559\u80b2\u771f\u6b63\u7684\u4ef7\u503c\uff0c\u4e5f\u8bb8\u4ece\u6765\u4e0d\u5728\u4e8e\u8ba9\u4eba\u5b66\u4f1a\u5982\u4f55\u5b8c\u6210\u5177\u4f53\u4efb\u52a1\uff0c\u800c\u662f\u57f9\u517b\u5206\u6790\u95ee\u9898\u3001\u521b\u65b0\u4e0e\u5224\u65ad\u529b\uff0c\u4ee5\u53ca\u5e94\u5bf9\u590d\u6742\u591a\u53d8\u60c5\u5883\u7684\u80fd\u529b\u3002\u5f53AI\u627f\u62c5\u6108\u6765\u6108\u591a\u6807\u51c6\u5316\u5de5\u4f5c\uff0c\u8fd9\u4e9b\u96be\u4ee5\u6807\u51c6\u5316\u7684\u80fd\u529b\u53cd\u800c\u66f4\u52a0\u91cd\u8981\u3002\u53e6\u4e00\u4e2a\u89e3\u91ca\u5219\u5173\u4e4e\u8baf\u53f7\u7406\u8bba\uff08signalling theory\uff09\u3002\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\uff08online labour market\uff09\u5b58\u5728\u660e\u663e\u7684\u8baf\u606f\u4e0d\u5bf9\u79f0\uff0c\u96c7\u4e3b\u5728\u6b63\u5f0f\u5408\u4f5c\u524d\u5f80\u5f80\u96be\u4ee5\u5224\u65ad\u964c\u751f\u5de5\u4f5c\u8005\u662f\u5426\u53ef\u9760\u3002\u5f53AI\u80fd\u8f7b\u6613\u751f\u6210\u4f18\u7f8e\u6587\u6848\u3001\u4ee3\u7801\u751a\u81f3\u4f5c\u54c1\u96c6\uff0c\u8868\u9762\u4e0a\u770b\u8d77\u6765\u4e0d\u9519\u7684\u5305\u88c5\u5df2\u663e\u5ec9\u4ef7\uff1b\u96c7\u4e3b\u53cd\u800c\u53ef\u80fd\u66f4\u501a\u91cd\u5b66\u5386\u3001\u540d\u6821\u80cc\u666f\u3001\u8fc7\u5f80\u58f0\u8a89\u7b49\u8f83\u96be\u590d\u5236\u7684\u53ef\u9760\u8baf\u53f7\u3002\u8fd9\u4e24\u79cd\u673a\u5236\u5728\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\u4e2d\u5747\u53ef\u53d1\u6325\u4f5c\u7528\u3002 \u8fd9\u5e76\u4e0d\u4ee3\u8868\u9ad8\u5b66\u5386\u52b3\u52a8\u8005\u53ef\u4ee5\u514d\u53d7AI\u51b2\u51fb\u3002\u786e\u5207\u800c\u8a00\uff0c\u9ad8\u5b66\u5386\u8005\u9762\u4e34\u6280\u672f\u53d8\u9769\u65f6\uff0c\u5728\u6536\u5165\u4e0e\u5c31\u4e1a\u673a\u4f1a\u65b9\u9762\u5c55\u73b0\u51fa\u76f8\u5bf9\u8f83\u5f3a\u7684\u97e7\u6027\u3002\u8fd9\u79cd\u5dee\u5f02\u4e5f\u663e\u793a\u751f\u6210\u5f0fAI\u672a\u5fc5\u4f1a\u7b80\u5355\u524a\u5f31\u6559\u80b2\u7684\u4ef7\u503c\uff0c\u800c\u53ef\u80fd\u6b63\u5728\u91cd\u5851\u6559\u80b2\u56de\u62a5\u7684\u672c\u8d28\u3002\u8fc7\u53bb\uff0c\u4e00\u4e2a\u4eba\u7684\u4f18\u52bf\u4f53\u73b0\u5728\u638c\u63e1\u67d0\u9879\u53ef\u76f4\u63a5\u6267\u884c\u7684\u4e13\u4e1a\u6280\u80fd\uff1b\u672a\u6765\uff0c\u968f\u7740\u90e8\u5206\u6807\u51c6\u5316\u4efb\u52a1\u9010\u6b65\u88abAI\u627f\u62c5\uff0c\u66f4\u4e3b\u8981\u7684\u6559\u80b2\u56de\u62a5\u6765\u6e90\u5c06\u662f\u80fd\u5426\u754c\u5b9a\u95ee\u9898\u3001\u6574\u5408\u77e5\u8bc6\u3001\u5e76\u5224\u65adAI\u8f93\u51fa\u7684\u53ef\u9760\u6027\u3002 \u8fd9\u5bf9\u5927\u5b66\u6559\u80b2\u4e5f\u662f\u4e00\u79cd\u8b66\u793a\u3002AI\u6108\u5bb9\u6613\u5b8c\u6210\u6807\u51c6\u5316\u6d41\u7a0b\uff0c\u52b3\u52a8\u8005\u4e4b\u95f4\u7684\u7ade\u4e89\u4f18\u52bf\u5c31\u6108\u53d6\u51b3\u4e8e\u96be\u4ee5\u6807\u51c6\u5316\u7684\u80fd\u529b\u3002\u5982\u679c\u8bfe\u7a0b\u5185\u5bb9\u4ecd\u805a\u7126\u4e8e\u8bad\u7ec3\u5b66\u751f\u5b8c\u6210\u6807\u51c6\u5316\u4efb\u52a1\uff0c\u800c\u76f8\u5173\u9886\u57df\u6070\u597d\u662fAI\u6240\u957f\uff0c\u90a3\u4e48\u5b66\u751f\u5728\u6bd5\u4e1a\u540e\uff0c\u4e5f\u672a\u5fc5\u56e0\u6b64\u83b7\u5f97\u66f4\u5927\u7684\u804c\u573a\u6210\u5c31\u4e0e\u97e7\u6027\u3002\u76f8\u53cd\uff0c\u8de8\u754c\u6574\u5408\u4e0e\u6301\u7eed\u521b\u65b0\u80fd\u529b\u4f1a\u6bd4\u719f\u7ec3\u67d0\u79cd\u4e13\u4e1a\u6280\u80fd\u66f4\u7ecf\u5f97\u8d77\u5916\u90e8\u6280\u672f\u51b2\u51fb\u5f15\u81f4\u7684\u8fc5\u901f\u53d8\u5316\u3002\u4f01\u4e1a\u57f9\u8bad\u540c\u6837\u5982\u6b64\u3002\u8bad\u7ec3\u5458\u5de5\u4f7f\u7528\u6700\u65b0\u7684AI\u5de5\u5177\u56fa\u7136\u91cd\u8981\uff0c\u4f46\u5de5\u5177\u66f4\u65b0\u6781\u5feb\uff0c\u51e0\u5e74\u540e\u53ef\u80fd\u5df2\u88ab\u53d6\u4ee3\uff1b\u771f\u6b63\u9700\u8981\u6316\u6398\u7684\u662f\u501f\u52a9\u65b0\u5de5\u5177\u91cd\u7ec4\u521b\u65b0\u4e0e\u89e3\u96be\u80fd\u529b\u3002 AI\u65f6\u4ee3\u6559\u80b2\u5e94\u4fa7\u91cd\u201c\u6559\u4ec0\u4e48\u201d \u6211\u4eec\u5e94\u91cd\u65b0\u5ba1\u89c6\u600e\u6837\u7684\u6559\u80b2\u4ecd\u5177\u5e02\u573a\u5438\u5f15\u529b\u3002\u9762\u5bf9\u751f\u6210\u5f0fAI\u7684\u8fc5\u901f\u666e\u53ca\uff0c\u6559\u80b2\u6700\u76f4\u63a5\u7684\u56de\u5e94\u5f80\u5f80\u662f\u589e\u52a0AI\u8bfe\u7a0b\u3001\u5f3a\u5316\u5de5\u5177\u8bad\u7ec3\uff0c\u751a\u81f3\u5021\u5bfc\u201c\u4eba\u4eba\u5b66AI\u201d\u3002\u8fd9\u4e9b\u505a\u6cd5\u6709\u5176\u5fc5\u8981\u6027\uff0c\u4f46\u4e5f\u5bb9\u6613\u628a\u6559\u80b2\u6539\u9769\u7b80\u5316\u4e3a\u5de5\u5177\u4f7f\u7528\u7684\u666e\u53ca\u3002\u771f\u6b63\u9700\u8981\u56de\u7b54\u7684\u95ee\u9898\u662f\uff1a\u5f53AI\u5de5\u5177\u672c\u8eab\u6108\u6765\u6108\u5bb9\u6613\u83b7\u53d6\uff0c\u54ea\u4e9b\u80fd\u529b\u4f1a\u5f62\u6210\u6301\u4e45\u7684\u7ade\u4e89\u4f18\u52bf\uff1f \u672a\u6765\u7684\u80fd\u529b\u5dee\u5f02\uff0c\u672a\u5fc5\u5728\u4e8e\u8c01\u66f4\u65e9\u5b66\u4f1a\u67d0\u4e2a\u6a21\u578b\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u5224\u65adAI\u7684\u7b54\u6848\u662f\u5426\u53ef\u4fe1\uff0c\u4ee5\u53ca\u5982\u4f55\u628aAI\u751f\u6210\u7684\u5185\u5bb9\u8f6c\u5316\u4e3a\u6709\u4ef7\u503c\u7684\u65b9\u6848\u3002\u5982\u679c\u5927\u5b66\u6559\u80b2\u53ea\u8bad\u7ec3\u5b66\u751f\u5b66\u4f1aAI\u64c5\u957f\u7684\u6807\u51c6\u5316\u6280\u80fd\uff0c\u5b66\u5386\u56de\u62a5\u81ea\u7136\u4f1a\u4e0b\u964d\uff1b\u4f46\u5982\u679c\u6559\u80b2\u80fd\u591f\u57f9\u517b\u5206\u6790\u5224\u65ad\u3001\u77e5\u8bc6\u6574\u5408\u3001\u6c9f\u901a\u534f\u4f5c\u4ee5\u53ca\u9002\u5e94\u65b0\u6280\u672f\u7b49\u8f83\u96be\u6807\u51c6\u5316\u7684\u80fd\u529b\uff0c\u5176\u4ef7\u503c\u53ef\u80fd\u66f4\u591a\u4f53\u73b0\u5728\u9762\u5bf9\u6280\u672f\u51b2\u51fb\u65f6\u7684\u9002\u5e94\u4e0e\u8c03\u6574\u80fd\u529b\u4e0a\u3002 \u7b14\u8005\u56e2\u961f\u7684\u6570\u636e\u63d0\u4f9b\u4e86\u4e00\u5b9a\u95f4\u63a5\u652f\u6301\uff1aAI\u51b2\u51fb\u540e\uff0c\u6559\u80b2\u7a0b\u5ea6\u8f83\u9ad8\u8005\u4e0e\u62e5\u6709\u9ad8\u6392\u540d\u5927\u5b66\u5b66\u5386\u8005\uff0c\u5728\u6536\u5165\u53ca\u5c31\u4e1a\u673a\u4f1a\u4e0a\u53d7\u635f\u76f8\u5bf9\u8f83\u8f7b\uff0c\u6574\u4f53\u5c55\u73b0\u51fa\u8f83\u5f3a\u97e7\u6027\u3002\u6362\u8a00\u4e4b\uff0c\u6559\u80b2\u7a0b\u5ea6\u4e0e\u9ad8\u6392\u540d\u5927\u5b66\u5b66\u5386\u6240\u4ee3\u8868\u7684\u5e02\u573a\u4f18\u52bf\uff0c\u5728AI\u51b2\u51fb\u4e0b\u5e76\u672a\u6d88\u5931\uff1b\u4e0e\u4e4b\u76f8\u5173\u7684\u8de8\u9886\u57df\u53ef\u8fc1\u79fb\u8ba4\u77e5\u80fd\u529b\u4ee5\u53ca\u5b66\u4e60\u65b0\u6280\u672f\u7684\u6bd4\u8f83\u4f18\u52bf\uff0c\u5728AI\u65f6\u4ee3\u53cd\u800c\u80fd\u6210\u4e3a\u6536\u5165\u4e0e\u5c31\u4e1a\u4e0a\u7684\u7f13\u51b2\u3002 \u5bf9\u5e7f\u5927\u52b3\u52a8\u8005\u800c\u8a00\uff0c\u4e0e\u5176\u4e0d\u505c\u8ffd\u9010\u4e0b\u4e00\u4e2a\u70ed\u95e8\u5de5\u5177\uff0c\u4e0d\u5982\u7d2f\u79ef\u4e00\u7ec4\u66f4\u96be\u88ab\u5de5\u5177\u53d6\u4ee3\u7684\u80fd\u529b\u3002\u5bf9\u5927\u5b66\u800c\u8a00\uff0c\u4e0d\u5e94\u53ea\u662f\u589e\u8bbe\u51e0\u95e8AI\u8bfe\u7a0b\uff0c\u800c\u5e94\u91cd\u65b0\u601d\u8003\u4eba\u624d\u57f9\u80b2\u7a76\u7adf\u80fd\u8d4b\u4e88\u5b66\u751f\u4ec0\u4e48\u6838\u5fc3\u80fd\u529b\u3002\u5bf9\u653f\u7b56\u5236\u5b9a\u8005\u800c\u8a00\uff0c\u518d\u57f9\u8bad\u4e0d\u80fd\u53ea\u505c\u7559\u5728\u5de5\u5177\u64cd\u4f5c\u5c42\u9762\uff0c\u800c\u5e94\u8457\u91cd\u534f\u52a9\u53d7AI\u51b2\u51fb\u8005\u8fbe\u81f4\u6280\u80fd\u8f6c\u6362\u4e0e\u804c\u6daf\u8f6c\u8f68\u3002 \u7efc\u4e0a\u53ef\u89c1\uff0c\u6559\u80b2\u9700\u56de\u5e94\u7684\u4e0d\u662f\u5355\u4e00\u7684\u5de5\u5177\u7406\u6027\u95ee\u9898\uff0c\u800c\u662f\u4e00\u7ec4\u66f4\u4e3a\u6839\u672c\u7684\u751f\u5b58\u547d\u9898\u3002\u751f\u6210\u5f0fAI\u538b\u4f4e\u4e86\u90e8\u5206\u6807\u51c6\u5316\u4efb\u52a1\u7684\u6210\u672c\uff0c\u52b3\u52a8\u5e02\u573a\u7684\u7ade\u4e89\u4f18\u52bf\u56e0\u800c\u4f1a\u503e\u5411\u8f83\u96be\u6807\u51c6\u5316\u7684\u7efc\u5408\u9002\u5e94\u529b\u3002\u6240\u4ee5\uff0cAI \u65f6\u4ee3\u5b66\u5386\u662f\u5426\u4ecd\u7136\u91cd\u8981\uff1f\u6216\u8bb8\u7b54\u6848\u662f\uff1a\u5b66\u5386\u672c\u8eab\u4e0d\u662f\u62a4\u57ce\u6cb3\uff0c\u5b66\u5386\u80cc\u540e\u90a3\u4e9bAI\u96be\u4ee5\u590d\u5236\u7684\u80fd\u529b\u624d\u662f\u3002 \u6ce8\uff1aLin, Q., Lu, A., &amp; Fang, C. (2027). Educational premium in the age of AI","og:url":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-educational-imperative-of-the-ai-era-insights-from-chatgpt-shocks-in-online-labor-markets\/","article:published_time":"2026-09-16T03:28:22+00:00","article:modified_time":"2026-09-16T03:31:58+00:00","twitter:card":"summary_large_image","twitter:title":"\u4ece\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\u51b2\u51fb\u5206\u6790AI\u65f6\u4ee3\u7684\u6559\u80b2\u547d\u9898 - HKU Business School","twitter:description":"ChatGPT \u95ee\u4e16\u4e0d\u8fc7\u6570\u5e74\uff0c\u5173\u4e8e\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u4e0e\u5c31\u4e1a\u7684\u8ba8\u8bba\u5df2\u660e\u663e\u8f6c\u5411\u3002\u8d77\u521d\uff0c\u4eba\u4eec\u62c5\u5fe7AI\u662f\u5426\u4f1a\u62a2\u8d70\u4eba\u7c7b\u5de5\u4f5c\uff1b\u5982\u4eca\u66f4\u503c\u5f97\u6df1\u601d\u7684\u662f\uff1a\u5f53\u6240\u6709\u4eba\u90fd\u80fd\u4f7f\u7528AI\u65f6\uff0c\u8c01\u624d\u6709\u80fd\u529b\u7ee7\u7eed\u7559\u5728\u724c\u684c\u4e0a\uff1f \u4ee5\u5f80\u63a5\u53d7\u9ad8\u7b49\u6559\u80b2\u7684\u4eba\uff0c\u4e00\u65b9\u9762\u4e3a\u4e86\u638c\u63e1\u4e13\u4e1a\u6280\u80fd\u4e0e\u77e5\u8bc6\uff0c\u53e6\u4e00\u65b9\u9762\u662f\u5411\u672a\u6765\u96c7\u4e3b\u8bc1\u660e\u81ea\u5df1\u7684\u80fd\u529b\u3002\u65f6\u81f3\u4eca\u65e5\uff0cAI\u5374\u5728\u540c\u65f6\u6539\u5199\u8fd9\u4e24\u4e2a\u76ee\u7684\uff1a\u77e5\u8bc6\u83b7\u53d6\u53d8\u5f97\u5bb9\u6613\uff0c\u90e8\u5206\u4e13\u4e1a\u6280\u80fd\u4ea6\u4e0d\u518d\u7a00\u7f3a\u3002\u7167\u6b64\u63a8\u8bba\uff0c\u5b66\u5386\u4f3c\u4e4e\u6b63\u5728\u8d2c\u503c\u3002 \u751f\u6210\u5f0fAI\u4e0e\u6614\u65e5\u7684\u81ea\u52a8\u5316\u6280\u672f\u4e0d\u540c\uff0c\u5f71\u54cd\u8303\u56f4\u4e0d\u518d\u53ea\u662f\u91cd\u590d\u6027\u4f53\u529b\u52b3\u52a8\uff0c\u8fd8\u5305\u62ec\u5199\u4f5c\u3001\u7ffb\u8bd1\u3001\u7f16\u7a0b\u8bbe\u8ba1\u3001\u8d44\u6599\u5206\u6790\u7b49\u4f20\u7edf\u610f\u4e49\u4e0a\u7684\u77e5\u8bc6\u5de5\u4f5c\u3002\u8fc7\u53bb\u9700\u8981\u591a\u5e74\u79ef\u7d2f\u624d\u80fd\u5b8c\u6210\u7684\u4efb\u52a1\uff0c\u73b0\u5728\u53ea\u9700\u51e0\u4e2a\u63d0\u793a\u8bcd\u3002 \u8868\u9762\u770b\u6765\uff0cAI \u4f3c\u4e4e\u6b63\u5728\u62c9\u5e73\u4eba\u4e0e\u4eba\u4e4b\u95f4\u7684\u80fd\u529b\u5dee\u8ddd\u3002\u5982\u679c\u673a\u5668\u80fd\u5e2e\u52a9\u6bcf\u4e2a\u4eba\u5199\u5f97\u66f4\u5feb\u3001\u753b\u5f97\u66f4\u597d\u3001\u7f16\u7a0b\u6548\u7387\u66f4\u9ad8\uff0c\u90a3\u4e48\u540d\u6821\u3001\u5b66\u5386\u4e0e\u4e13\u4e1a\u8bad\u7ec3\u7684\u91cd\u8981\u6027\u662f\u5426\u4e5f\u968f\u4e4b\u4e0b\u964d\uff1f \u7b14\u8005\u56e2\u961f\u7684\u7814\u7a76\u8868\u660e\uff0c\u7b54\u6848\u672a\u5fc5\u5982\u6b64\u3002 AI\u5f71\u54cd\u4e0e\u5c31\u4e1a\u5b89\u5168\u7684\u5206\u754c\u7ebf \u4ece 2022 \u5e74\u521d\u81f32025 \u5e74\u5e95\uff0c\u6211\u4eec\u8ffd\u8e2a\u4e86\u4e00\u4e2a\u5168\u7403\u5927\u578b\u7ebf\u4e0a\u52b3\u52a8\u5e73\u53f0\u8fd13\u4e07\u540d\u81ea\u7531\u5de5\u4f5c\u8005\uff0c\u5e76\u4ee5 2022 \u5e74 11 \u6708 ChatGPT \u516c\u5f00\u53d1\u5e03\u4f5c\u4e3a\u4e00\u6b21\u5916\u751f\u6027\u6280\u672f\u51b2\u51fb(exogenous technological shock)\u3002\u7814\u7a76\u53d1\u73b0\uff0c\u5728 ChatGPT \u95ee\u4e16\u4e4b\u524d\uff0c\u4ece\u4e8b\u7a0b\u5f0f\u7f16\u7801\u3001\u8d44\u6599\u5904\u7406\u3001\u5199\u4f5c\u3001\u7ffb\u8bd1\u53ca\u5185\u5bb9\u8bbe\u8ba1\u7b49\u751f\u6210\u5f0f AI \u8f83\u6613\u4ecb\u5165\u7684\u77e5\u8bc6\u578b\u4efb\u52a1\u52b3\u52a8\u8005\uff0c\u6b64\u540e\u6240\u53d7\u7684\u51b2\u51fb\u5c24\u4e3a\u660e\u663e\u3010\u6ce8\u3011\u3002\u8fd9\u4e9b\u804c\u4e1a\u5305\u542b\u4e0d\u5c11\u76f8\u5bf9\u5bb9\u6613\u88ab\u62c6\u89e3\u548c\u6807\u51c6\u5316\u7684\u4efb\u52a1\uff0c\u4e5f\u56e0\u8f83\u65e9\u53d7\u5230\u751f\u6210\u5f0fAI\u80fd\u529b\u6269\u5f20\u7684\u5f71\u54cd\uff0c\u5176\u6536\u5165\u3001\u5de5\u65f6\u4e0e\u5c31\u4e1a\u673a\u4f1a\u5747\u51fa\u73b0\u76f8\u5bf9\u8f83\u5927\u5e45\u5ea6\u7684\u4e0b\u964d\u3002\u6362\u8a00\u4e4b\uff0c\u5de5\u4f5c\u5185\u5bb9\u6108\u5bb9\u6613\u88ab\u751f\u6210\u5f0fAI\u4ea7\u51fa\uff0c\u5176\u5c31\u4e1a\u98ce\u9669\u6108\u5927\uff0c\u4e14\u66f4\u65e9\u9762\u4e34\u5e02\u573a\u9700\u6c42\u53d8\u5316\u4e0e\u7ade\u4e89\u52a0\u5267\u3002 \u57fa\u4e8e\u201c\u4eba\u4eba\u5b66AI\u201d\u7684\u70ed\u6f6e\uff0c\u6709\u5fc5\u8981\u6f84\u6e05\uff1a\u61c2AI\u4e0d\u4ee3\u8868\u4e0d\u5bb9\u6613\u88ab\u53d6\u4ee3\u3002\u201c\u4f1a\u7528AI\u201d\u4e0e\u201c\u4ece\u4e8b\u4e0d\u5bb9\u6613\u88abAI\u53d6\u4ee3\u7684\u5de5\u4f5c\u201d\u662f\u4e24\u4e2a\u4e0d\u540c\u6982\u5ff5\uff0c\u5173\u952e\u5728\u4e8e\u5de5\u4f5c\u4efb\u52a1\u4e0eAI\u80fd\u529b\u6709\u65e0\u91cd\u53e0\u3002\u4e00\u4e2a\u7a0b\u5f0f\u8bbe\u8ba1\u5458\u53ef\u80fd\u7cbe\u901a\u6280\u672f\uff0c\u4f46\u5982\u679c\u4ed6\u7684\u4e3b\u8981\u5de5\u4f5c\u662f\u6807\u51c6\u5316\u4ee3\u7801\u751f\u6210\uff0c\u4ecd\u53ef\u80fd\u53d7\u5230AI\u51b2\u51fb\u3002\u76f8\u8f83\u4e4b\u4e0b\uff0c\u4e00\u4e9b\u5305\u542b\u95ee\u9898\u5b9a\u4e49\u3001\u8de8\u754c\u6574\u5408\u3001\u7efc\u5408\u5224\u65ad\u4e0e\u56e2\u961f\u534f\u8c03\u7684\u5de5\u4f5c\uff0c\u4f8b\u5982\u7b56\u7565\u987e\u95ee\u3001\u9879\u76ee\u7ba1\u7406\u6216\u590d\u6742\u51b3\u7b56\u652f\u6301\uff0c\u5176\u6838\u5fc3\u4efb\u52a1\u8f83\u96be\u88ab\u6807\u51c6\u5316\uff0c\u4e5f\u96be\u4ee5\u88ab\u751f\u6210\u5f0fAI\u76f4\u63a5\u66ff\u4ee3\u3002 AI\u6ca1\u6709\u51cf\u635f\u5b66\u5386\u4ef7\u503c \u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u6211\u4eec\u53d1\u73b0\u6b64\u6b21\u6280\u672f\u51b2\u51fb\u5bf9\u5c31\u4e1a\u8005\u7684\u5f71\u54cd\u5e76\u975e\u5e73\u5747\u5206\u5e03\u3002\u968f\u7740\u6559\u80b2\u7a0b\u5ea6\u63d0\u9ad8\uff0c\u90e8\u5206\u52b3\u52a8\u8005\u5728\u9762\u5bf9AI\u51b2\u51fb\u65f6\u5c55\u73b0\u51fa\u8f83\u5f3a\u97e7\u6027\u3002\u5728\u6536\u5165\u4e0e\u5de5\u4f5c\u673a\u4f1a\u65b9\u9762\uff0c\u8fd9\u4e00\u5dee\u5f02\u5c24\u5176\u660e\u663e\uff0c\u535a\u58eb\u5b66\u5386\u52b3\u52a8\u8005\u7684\u76f8\u5bf9\u5c31\u4e1a\u8c03\u6574\u4e0d\u663e\u8457\uff0c\u800c\u6559\u80b2\u7a0b\u5ea6\u8f83\u4f4e\u7684\u52b3\u52a8\u8005\u5219\u627f\u53d7\u5c24\u4e3a\u660e\u663e\u7684\u8d1f\u9762\u5f71\u54cd\u3002\u81f3\u4e8e\u5927\u5b66\u80cc\u666f\u4e5f\u5448\u73b0\u4e0d\u540c\u8d8b\u52bf\uff1a\u6bd5\u4e1a\u4e8e\u6392\u540d\u8f83\u9ad8\u5927\u5b66\u7684\u52b3\u52a8\u8005\u53d7\u5230\u7684\u51b2\u51fb\u660e\u663e\u8f83\u5c0f\uff0c\u800c\u6765\u81ea\u6392\u540d\u8f83\u4f4e\u6216\u975e\u6392\u540d\u5927\u5b66\u7684\u52b3\u52a8\u8005\uff0c\u6536\u5165\u964d\u5e45\u5c24\u4e3a\u663e\u8457\u3002 \u4e3a\u4ec0\u4e48\u4f1a\u51fa\u73b0\u8fd9\u79cd\u60c5\u51b5\uff1f\u5176\u4e2d\u4e00\u4e2a\u89e3\u91ca\u4e0e\u80fd\u529b\u6709\u5173\u3002\u9ad8\u7b49\u6559\u80b2\u771f\u6b63\u7684\u4ef7\u503c\uff0c\u4e5f\u8bb8\u4ece\u6765\u4e0d\u5728\u4e8e\u8ba9\u4eba\u5b66\u4f1a\u5982\u4f55\u5b8c\u6210\u5177\u4f53\u4efb\u52a1\uff0c\u800c\u662f\u57f9\u517b\u5206\u6790\u95ee\u9898\u3001\u521b\u65b0\u4e0e\u5224\u65ad\u529b\uff0c\u4ee5\u53ca\u5e94\u5bf9\u590d\u6742\u591a\u53d8\u60c5\u5883\u7684\u80fd\u529b\u3002\u5f53AI\u627f\u62c5\u6108\u6765\u6108\u591a\u6807\u51c6\u5316\u5de5\u4f5c\uff0c\u8fd9\u4e9b\u96be\u4ee5\u6807\u51c6\u5316\u7684\u80fd\u529b\u53cd\u800c\u66f4\u52a0\u91cd\u8981\u3002\u53e6\u4e00\u4e2a\u89e3\u91ca\u5219\u5173\u4e4e\u8baf\u53f7\u7406\u8bba\uff08signalling theory\uff09\u3002\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\uff08online labour market\uff09\u5b58\u5728\u660e\u663e\u7684\u8baf\u606f\u4e0d\u5bf9\u79f0\uff0c\u96c7\u4e3b\u5728\u6b63\u5f0f\u5408\u4f5c\u524d\u5f80\u5f80\u96be\u4ee5\u5224\u65ad\u964c\u751f\u5de5\u4f5c\u8005\u662f\u5426\u53ef\u9760\u3002\u5f53AI\u80fd\u8f7b\u6613\u751f\u6210\u4f18\u7f8e\u6587\u6848\u3001\u4ee3\u7801\u751a\u81f3\u4f5c\u54c1\u96c6\uff0c\u8868\u9762\u4e0a\u770b\u8d77\u6765\u4e0d\u9519\u7684\u5305\u88c5\u5df2\u663e\u5ec9\u4ef7\uff1b\u96c7\u4e3b\u53cd\u800c\u53ef\u80fd\u66f4\u501a\u91cd\u5b66\u5386\u3001\u540d\u6821\u80cc\u666f\u3001\u8fc7\u5f80\u58f0\u8a89\u7b49\u8f83\u96be\u590d\u5236\u7684\u53ef\u9760\u8baf\u53f7\u3002\u8fd9\u4e24\u79cd\u673a\u5236\u5728\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\u4e2d\u5747\u53ef\u53d1\u6325\u4f5c\u7528\u3002 \u8fd9\u5e76\u4e0d\u4ee3\u8868\u9ad8\u5b66\u5386\u52b3\u52a8\u8005\u53ef\u4ee5\u514d\u53d7AI\u51b2\u51fb\u3002\u786e\u5207\u800c\u8a00\uff0c\u9ad8\u5b66\u5386\u8005\u9762\u4e34\u6280\u672f\u53d8\u9769\u65f6\uff0c\u5728\u6536\u5165\u4e0e\u5c31\u4e1a\u673a\u4f1a\u65b9\u9762\u5c55\u73b0\u51fa\u76f8\u5bf9\u8f83\u5f3a\u7684\u97e7\u6027\u3002\u8fd9\u79cd\u5dee\u5f02\u4e5f\u663e\u793a\u751f\u6210\u5f0fAI\u672a\u5fc5\u4f1a\u7b80\u5355\u524a\u5f31\u6559\u80b2\u7684\u4ef7\u503c\uff0c\u800c\u53ef\u80fd\u6b63\u5728\u91cd\u5851\u6559\u80b2\u56de\u62a5\u7684\u672c\u8d28\u3002\u8fc7\u53bb\uff0c\u4e00\u4e2a\u4eba\u7684\u4f18\u52bf\u4f53\u73b0\u5728\u638c\u63e1\u67d0\u9879\u53ef\u76f4\u63a5\u6267\u884c\u7684\u4e13\u4e1a\u6280\u80fd\uff1b\u672a\u6765\uff0c\u968f\u7740\u90e8\u5206\u6807\u51c6\u5316\u4efb\u52a1\u9010\u6b65\u88abAI\u627f\u62c5\uff0c\u66f4\u4e3b\u8981\u7684\u6559\u80b2\u56de\u62a5\u6765\u6e90\u5c06\u662f\u80fd\u5426\u754c\u5b9a\u95ee\u9898\u3001\u6574\u5408\u77e5\u8bc6\u3001\u5e76\u5224\u65adAI\u8f93\u51fa\u7684\u53ef\u9760\u6027\u3002 \u8fd9\u5bf9\u5927\u5b66\u6559\u80b2\u4e5f\u662f\u4e00\u79cd\u8b66\u793a\u3002AI\u6108\u5bb9\u6613\u5b8c\u6210\u6807\u51c6\u5316\u6d41\u7a0b\uff0c\u52b3\u52a8\u8005\u4e4b\u95f4\u7684\u7ade\u4e89\u4f18\u52bf\u5c31\u6108\u53d6\u51b3\u4e8e\u96be\u4ee5\u6807\u51c6\u5316\u7684\u80fd\u529b\u3002\u5982\u679c\u8bfe\u7a0b\u5185\u5bb9\u4ecd\u805a\u7126\u4e8e\u8bad\u7ec3\u5b66\u751f\u5b8c\u6210\u6807\u51c6\u5316\u4efb\u52a1\uff0c\u800c\u76f8\u5173\u9886\u57df\u6070\u597d\u662fAI\u6240\u957f\uff0c\u90a3\u4e48\u5b66\u751f\u5728\u6bd5\u4e1a\u540e\uff0c\u4e5f\u672a\u5fc5\u56e0\u6b64\u83b7\u5f97\u66f4\u5927\u7684\u804c\u573a\u6210\u5c31\u4e0e\u97e7\u6027\u3002\u76f8\u53cd\uff0c\u8de8\u754c\u6574\u5408\u4e0e\u6301\u7eed\u521b\u65b0\u80fd\u529b\u4f1a\u6bd4\u719f\u7ec3\u67d0\u79cd\u4e13\u4e1a\u6280\u80fd\u66f4\u7ecf\u5f97\u8d77\u5916\u90e8\u6280\u672f\u51b2\u51fb\u5f15\u81f4\u7684\u8fc5\u901f\u53d8\u5316\u3002\u4f01\u4e1a\u57f9\u8bad\u540c\u6837\u5982\u6b64\u3002\u8bad\u7ec3\u5458\u5de5\u4f7f\u7528\u6700\u65b0\u7684AI\u5de5\u5177\u56fa\u7136\u91cd\u8981\uff0c\u4f46\u5de5\u5177\u66f4\u65b0\u6781\u5feb\uff0c\u51e0\u5e74\u540e\u53ef\u80fd\u5df2\u88ab\u53d6\u4ee3\uff1b\u771f\u6b63\u9700\u8981\u6316\u6398\u7684\u662f\u501f\u52a9\u65b0\u5de5\u5177\u91cd\u7ec4\u521b\u65b0\u4e0e\u89e3\u96be\u80fd\u529b\u3002 AI\u65f6\u4ee3\u6559\u80b2\u5e94\u4fa7\u91cd\u201c\u6559\u4ec0\u4e48\u201d \u6211\u4eec\u5e94\u91cd\u65b0\u5ba1\u89c6\u600e\u6837\u7684\u6559\u80b2\u4ecd\u5177\u5e02\u573a\u5438\u5f15\u529b\u3002\u9762\u5bf9\u751f\u6210\u5f0fAI\u7684\u8fc5\u901f\u666e\u53ca\uff0c\u6559\u80b2\u6700\u76f4\u63a5\u7684\u56de\u5e94\u5f80\u5f80\u662f\u589e\u52a0AI\u8bfe\u7a0b\u3001\u5f3a\u5316\u5de5\u5177\u8bad\u7ec3\uff0c\u751a\u81f3\u5021\u5bfc\u201c\u4eba\u4eba\u5b66AI\u201d\u3002\u8fd9\u4e9b\u505a\u6cd5\u6709\u5176\u5fc5\u8981\u6027\uff0c\u4f46\u4e5f\u5bb9\u6613\u628a\u6559\u80b2\u6539\u9769\u7b80\u5316\u4e3a\u5de5\u5177\u4f7f\u7528\u7684\u666e\u53ca\u3002\u771f\u6b63\u9700\u8981\u56de\u7b54\u7684\u95ee\u9898\u662f\uff1a\u5f53AI\u5de5\u5177\u672c\u8eab\u6108\u6765\u6108\u5bb9\u6613\u83b7\u53d6\uff0c\u54ea\u4e9b\u80fd\u529b\u4f1a\u5f62\u6210\u6301\u4e45\u7684\u7ade\u4e89\u4f18\u52bf\uff1f \u672a\u6765\u7684\u80fd\u529b\u5dee\u5f02\uff0c\u672a\u5fc5\u5728\u4e8e\u8c01\u66f4\u65e9\u5b66\u4f1a\u67d0\u4e2a\u6a21\u578b\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u5224\u65adAI\u7684\u7b54\u6848\u662f\u5426\u53ef\u4fe1\uff0c\u4ee5\u53ca\u5982\u4f55\u628aAI\u751f\u6210\u7684\u5185\u5bb9\u8f6c\u5316\u4e3a\u6709\u4ef7\u503c\u7684\u65b9\u6848\u3002\u5982\u679c\u5927\u5b66\u6559\u80b2\u53ea\u8bad\u7ec3\u5b66\u751f\u5b66\u4f1aAI\u64c5\u957f\u7684\u6807\u51c6\u5316\u6280\u80fd\uff0c\u5b66\u5386\u56de\u62a5\u81ea\u7136\u4f1a\u4e0b\u964d\uff1b\u4f46\u5982\u679c\u6559\u80b2\u80fd\u591f\u57f9\u517b\u5206\u6790\u5224\u65ad\u3001\u77e5\u8bc6\u6574\u5408\u3001\u6c9f\u901a\u534f\u4f5c\u4ee5\u53ca\u9002\u5e94\u65b0\u6280\u672f\u7b49\u8f83\u96be\u6807\u51c6\u5316\u7684\u80fd\u529b\uff0c\u5176\u4ef7\u503c\u53ef\u80fd\u66f4\u591a\u4f53\u73b0\u5728\u9762\u5bf9\u6280\u672f\u51b2\u51fb\u65f6\u7684\u9002\u5e94\u4e0e\u8c03\u6574\u80fd\u529b\u4e0a\u3002 \u7b14\u8005\u56e2\u961f\u7684\u6570\u636e\u63d0\u4f9b\u4e86\u4e00\u5b9a\u95f4\u63a5\u652f\u6301\uff1aAI\u51b2\u51fb\u540e\uff0c\u6559\u80b2\u7a0b\u5ea6\u8f83\u9ad8\u8005\u4e0e\u62e5\u6709\u9ad8\u6392\u540d\u5927\u5b66\u5b66\u5386\u8005\uff0c\u5728\u6536\u5165\u53ca\u5c31\u4e1a\u673a\u4f1a\u4e0a\u53d7\u635f\u76f8\u5bf9\u8f83\u8f7b\uff0c\u6574\u4f53\u5c55\u73b0\u51fa\u8f83\u5f3a\u97e7\u6027\u3002\u6362\u8a00\u4e4b\uff0c\u6559\u80b2\u7a0b\u5ea6\u4e0e\u9ad8\u6392\u540d\u5927\u5b66\u5b66\u5386\u6240\u4ee3\u8868\u7684\u5e02\u573a\u4f18\u52bf\uff0c\u5728AI\u51b2\u51fb\u4e0b\u5e76\u672a\u6d88\u5931\uff1b\u4e0e\u4e4b\u76f8\u5173\u7684\u8de8\u9886\u57df\u53ef\u8fc1\u79fb\u8ba4\u77e5\u80fd\u529b\u4ee5\u53ca\u5b66\u4e60\u65b0\u6280\u672f\u7684\u6bd4\u8f83\u4f18\u52bf\uff0c\u5728AI\u65f6\u4ee3\u53cd\u800c\u80fd\u6210\u4e3a\u6536\u5165\u4e0e\u5c31\u4e1a\u4e0a\u7684\u7f13\u51b2\u3002 \u5bf9\u5e7f\u5927\u52b3\u52a8\u8005\u800c\u8a00\uff0c\u4e0e\u5176\u4e0d\u505c\u8ffd\u9010\u4e0b\u4e00\u4e2a\u70ed\u95e8\u5de5\u5177\uff0c\u4e0d\u5982\u7d2f\u79ef\u4e00\u7ec4\u66f4\u96be\u88ab\u5de5\u5177\u53d6\u4ee3\u7684\u80fd\u529b\u3002\u5bf9\u5927\u5b66\u800c\u8a00\uff0c\u4e0d\u5e94\u53ea\u662f\u589e\u8bbe\u51e0\u95e8AI\u8bfe\u7a0b\uff0c\u800c\u5e94\u91cd\u65b0\u601d\u8003\u4eba\u624d\u57f9\u80b2\u7a76\u7adf\u80fd\u8d4b\u4e88\u5b66\u751f\u4ec0\u4e48\u6838\u5fc3\u80fd\u529b\u3002\u5bf9\u653f\u7b56\u5236\u5b9a\u8005\u800c\u8a00\uff0c\u518d\u57f9\u8bad\u4e0d\u80fd\u53ea\u505c\u7559\u5728\u5de5\u5177\u64cd\u4f5c\u5c42\u9762\uff0c\u800c\u5e94\u8457\u91cd\u534f\u52a9\u53d7AI\u51b2\u51fb\u8005\u8fbe\u81f4\u6280\u80fd\u8f6c\u6362\u4e0e\u804c\u6daf\u8f6c\u8f68\u3002 \u7efc\u4e0a\u53ef\u89c1\uff0c\u6559\u80b2\u9700\u56de\u5e94\u7684\u4e0d\u662f\u5355\u4e00\u7684\u5de5\u5177\u7406\u6027\u95ee\u9898\uff0c\u800c\u662f\u4e00\u7ec4\u66f4\u4e3a\u6839\u672c\u7684\u751f\u5b58\u547d\u9898\u3002\u751f\u6210\u5f0fAI\u538b\u4f4e\u4e86\u90e8\u5206\u6807\u51c6\u5316\u4efb\u52a1\u7684\u6210\u672c\uff0c\u52b3\u52a8\u5e02\u573a\u7684\u7ade\u4e89\u4f18\u52bf\u56e0\u800c\u4f1a\u503e\u5411\u8f83\u96be\u6807\u51c6\u5316\u7684\u7efc\u5408\u9002\u5e94\u529b\u3002\u6240\u4ee5\uff0cAI \u65f6\u4ee3\u5b66\u5386\u662f\u5426\u4ecd\u7136\u91cd\u8981\uff1f\u6216\u8bb8\u7b54\u6848\u662f\uff1a\u5b66\u5386\u672c\u8eab\u4e0d\u662f\u62a4\u57ce\u6cb3\uff0c\u5b66\u5386\u80cc\u540e\u90a3\u4e9bAI\u96be\u4ee5\u590d\u5236\u7684\u80fd\u529b\u624d\u662f\u3002 \u6ce8\uff1aLin, Q., Lu, A., &amp; Fang, C. (2027). Educational premium in the age of AI"},"aioseo_meta_data":{"post_id":"268651","title":null,"description":null,"keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"WebPage","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"local_seo":null,"breadcrumb_settings":null,"limit_modified_date":0,"ai":null,"created":"2026-09-16 03:31:29","updated":"2026-09-16 03:31:29","seo_analyzer_scan_date":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/www.hkubs.hku.hk\/sc\/\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/www.hkubs.hku.hk\/sc\/thought-leadership\/hkej-column-sc\/\" title=\"\u9f99\u864e\u5c71\u4e0b\">\u9f99\u864e\u5c71\u4e0b<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t\u4ece\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\u51b2\u51fb\u5206\u6790AI\u65f6\u4ee3\u7684\u6559\u80b2\u547d\u9898\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/www.hkubs.hku.hk\/sc\/"},{"label":"\u9f99\u864e\u5c71\u4e0b","link":"https:\/\/www.hkubs.hku.hk\/sc\/thought-leadership\/hkej-column-sc\/"},{"label":"\u4ece\u7ebf\u4e0a\u52b3\u52a8\u5e02\u573a\u51b2\u51fb\u5206\u6790AI\u65f6\u4ee3\u7684\u6559\u80b2\u547d\u9898","link":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/the-educational-imperative-of-the-ai-era-insights-from-chatgpt-shocks-in-online-labor-markets\/"}],"_links":{"self":[{"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/thought-leadership\/268651","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\/268651\/revisions"}],"predecessor-version":[{"id":268653,"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/thought-leadership\/268651\/revisions\/268653"}],"wp:attachment":[{"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/media?parent=268651"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/tags?post=268651"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}