{"id":259441,"date":"2026-04-29T15:44:47","date_gmt":"2026-04-29T07:44:47","guid":{"rendered":"https:\/\/www.hkubs.hku.hk\/research\/thought-leadership\/pro-worker-ai-reshaping-work-in-an-automated-era\/"},"modified":"2026-04-29T16:15:08","modified_gmt":"2026-04-29T08:15:08","slug":"pro-worker-ai-reshaping-work-in-an-automated-era","status":"publish","type":"thought-leadership","link":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/pro-worker-ai-reshaping-work-in-an-automated-era\/","title":{"rendered":"\u4eb2\u52b3\u5de5\u4eba\u5de5\u667a\u80fd\uff1a\u5728\u81ea\u52a8\u5316\u6d6a\u6f6e\u4e2d\u91cd\u5851\u5de5\u4f5c"},"content":{"rendered":"<p>\u8fd1\u5e74\uff0c\u4e00\u4e9b\u5b66\u8005\u79ef\u6781\u5021\u8bae\u540d\u4e3a\u201c\u4eb2\u52b3\u5de5\u4eba\u5de5\u667a\u80fd\u201d\uff08pro-worker AI\uff09\u7684\u53d1\u5c55\u65b9\u5411\u3002\u4ed6\u4eec\u7684\u6838\u5fc3\u4e3b\u5f20\u5e76\u975e\u53cd\u5bf9\u79d1\u6280\u6216\u4eba\u5de5\u667a\u80fd\u672c\u8eab\uff0c\u800c\u662f\u8d28\u7591\u8fc7\u53bb\u6570\u5341\u5e74\u79d1\u6280\u8fdb\u6b65\u7684\u504f\u5411\uff1a\u6280\u672f\u53d1\u5c55\u8fc7\u5ea6\u96c6\u4e2d\u4e8e\u81ea\u52a8\u5316\uff08automation\uff09\uff0c\u4ea6\u5373\u5229\u7528\u673a\u5668\u53d6\u4ee3\u4eba\u529b\u4ee5\u964d\u4f4e\u6210\u672c\uff0c\u800c\u975e\u589e\u5f3a\uff08augmentation\uff09\u4eba\u7c7b\u80fd\u529b\u3002\u3010\u6ce8\u3011<\/p>\n<p>\u5b66\u8005\u4eec\u5982\u7f8e\u56fd\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7ecf\u6d4e\u5b66\u5bb6\u963f\u6770\u59c6\u5965\u5362\uff08Daron Acemoglu\uff0c2024 \u5e74\u8bfa\u8d1d\u5c14\u7ecf\u6d4e\u5b66\u5956\u5f97\u4e3b\uff09\u4e0e\u5176\u957f\u671f\u5408\u4f5c\u8005\u7ea6\u7ff0\u900a\uff08 Simon Johnson\u540c\u5e74\u8bfa\u8d1d\u5c14\u7ecf\u6d4e\u5b66\u5956\u53e6\u4e00\u5f97\u4e3b\uff09\uff0c\u4ee5\u53ca\u8457\u540d\u52b3\u52a8\u7ecf\u6d4e\u5b66\u5bb6\u5965\u7279\u5c14\uff08David Autor \uff09\u7b49\u8ba4\u4e3a\uff0c\u8fd1\u6570\u5341\u5e74\u6765\u7684\u6570\u5b57\u9769\u547d\u867d\u7136\u63d0\u5347\u4e86\u4f01\u4e1a\u6548\u7387\u4e0e\u8d44\u672c\u62a5\u916c\u7387\uff0c\u5374\u540c\u65f6\u9020\u6210\u4e2d\u4ea7\u9636\u7ea7\u5de5\u4f5c\u673a\u4f1a\u6d41\u5931\u3001\u85aa\u8d44\u589e\u957f\u505c\u6ede\uff0c\u4ee5\u53ca\u6240\u5f97\u4e0e\u8d22\u5bcc\u5dee\u8ddd\u6269\u5927\u3002\u4e0d\u8fc7\uff0c\u95ee\u9898\u4e0d\u5728\u4e8e\u79d1\u6280\u8fdb\u6b65\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u79d1\u6280\u8bbe\u8ba1\u4e0e\u5e94\u7528\u7684\u65b9\u5f0f\u3002AI \u672a\u5fc5\u662f\u53d6\u4ee3\u4eba\u7c7b\u7684\u5de5\u5177\uff1b\u5b83\u4e5f\u53ef\u4ee5\u4f5c\u4e3a\u63d0\u5347\u4eba\u7c7b\u751f\u4ea7\u529b\u3001\u521b\u9020\u65b0\u4efb\u52a1\uff08new tasks\uff09\u4e0e\u65b0\u4ea7\u4e1a\u7684\u52a9\u529b\u3002<\/p>\n<h2>\u79d1\u6280\u5982\u4f55\u521b\u9020\u65b0\u4efb\u52a1<\/h2>\n<p>\u7ecf\u6d4e\u53f2\u5728\u8fd9\u65b9\u9762\u63d0\u4f9b\u4e86\u91cd\u8981\u7ebf\u7d22\u3002\u4e3a\u4f55\u5de5\u4e1a\u9769\u547d\u3001\u7535\u6c14\u5316\u6216\u8d44\u8baf\u9769\u547d\u6ca1\u6709\u5bfc\u81f4\u957f\u671f\u5927\u89c4\u6a21\u5931\u4e1a\uff1f\u5173\u952e\u7cfb\u4e8e\u79d1\u6280\u5728\u6dd8\u6c70\u65e7\u804c\u4f4d\u65f6\uff0c\u4e5f\u521b\u9020\u4e86\u5927\u91cf\u65b0\u4efb\u52a1\uff0c\u800c\u8fd9\u4e9b\u4efb\u52a1\u9700\u8981\u4eba\u7c7b\u7684\u5224\u65ad\u529b\u3001\u534f\u8c03\u80fd\u529b\u4e0e\u521b\u9020\u529b\u3002<\/p>\n<p><em>\u7535\u52a8\u9a6c\u8fbe\u4e0e\u5de5\u5382\u91cd\u7ec4\uff08<\/em><em>1910\u20131920 <\/em><em>\u5e74\u4ee3\uff09<\/em><em><br \/>\n<\/em>\u84b8\u6c7d\u673a\u65f6\u4ee3\u7684\u5de5\u5382\u4f9d\u8d56\u5355\u4e00\u4e2d\u592e\u52a8\u529b\u6765\u6e90\uff0c\u900f\u8fc7\u76ae\u5e26\u4e0e\u8f6c\u8f74\u4f20\u8f93\u52a8\u529b\u3002\u5de5\u5382\u5e03\u5c40\u50f5\u5316\uff0c\u5de5\u4eba\u53ea\u80fd\u914d\u5408\u673a\u5668\u8282\u594f\uff0c\u73af\u5883\u5371\u9669\u4e14\u6548\u7387\u6709\u9650\u3002\u5f53\u7535\u529b\u666e\u53ca\u540e\uff0c\u6bcf\u53f0\u673a\u5668\u914d\u5907\u72ec\u7acb\u7535\u52a8\u9a6c\u8fbe\uff0c\u5de5\u5382\u5f97\u4ee5\u6309\u7167\u751f\u4ea7\u6d41\u7a0b\u91cd\u65b0\u8bbe\u8ba1\uff0c\u50ac\u751f\u51fa\u6d41\u6c34\u7ebf\u5236\u5ea6\u3002\u8fd9\u4e0d\u4ec5\u6ca1\u6709\u4ee4\u5de5\u4eba\u88ab\u53d6\u4ee3\uff0c\u53cd\u800c\u589e\u6dfb\u8bbe\u5907\u7ef4\u4fee\u3001\u6d41\u7a0b\u7ba1\u7406\u3001\u54c1\u8d28\u63a7\u5236\u7b49\u65b0\u804c\u52a1\u3002\u663e\u800c\u6613\u89c1\uff0c\u6280\u672f\u91cd\u7ec4\u4e86\u751f\u4ea7\u8fc7\u7a0b\u4ee5\u81f3\u52b3\u52a8\u5206\u5de5\u3002<\/p>\n<p><em>\u7535\u52a8\u673a\u68b0\u5f3a\u5316\u7269\u7406\u5c42\u9762\u6548\u80fd<\/em><br \/>\n\u8d77\u91cd\u673a\u3001\u63a8\u571f\u673a\u3001\u7535\u94bb\u7b49\u5de5\u5177\u5e76\u672a\u6709\u628a\u5efa\u7b51\u5de5\u5730\u8f6c\u53d8\u4e3a\u81ea\u52a8\u5316\uff0c\u800c\u6210\u4e3a\u4e86\u5de5\u4eba\u7684\u5ef6\u4f38\u3002\u8b6c\u5982\u4e00\u540d\u91cd\u578b\u673a\u68b0\u64cd\u4f5c\u5458\uff0c\u5176\u4ea7\u51fa\u5c31\u53ef\u80fd\u662f\u4f53\u529b\u52b3\u52a8\u8005\u7684\u6570\u5341\u751a\u81f3\u4e0a\u767e\u500d\u3002\u7531\u4e8e\u5de5\u4eba\u521b\u9020\u7684\u7ecf\u6d4e\u4ef7\u503c\u63d0\u5347\uff0c\u4f01\u4e1a\u5728\u5e02\u573a\u7ade\u4e89\u4e0e\u5de5\u4f1a\u538b\u529b\u4e0b\u5f80\u5f80\u987b\u4ed8\u66f4\u9ad8\u85aa\u8d44\u3002\u8fd9\u6b63\u662f\u201c\u589e\u5f3a\u578b\u6280\u672f\u201d\u7684\u5178\u8303\uff1a\u4eba\u7c7b\u5728\u751f\u4ea7\u8fc7\u7a0b\u4e2d\u4ecd\u5904\u4e8e\u6838\u5fc3\u4f4d\u7f6e\uff0c\u800c\u80fd\u529b\u66f4\u5927\u5e45\u6269\u5c55\u3002<\/p>\n<p><em>\u7535\u5b50\u8bd5\u7b97\u8868\u4e0e\u77e5\u8bc6\u5de5\u4f5c\u8f6c\u578b<\/em><em><br \/>\n<\/em>1980 \u5e74\u4ee3\u4e4b\u524d\uff0c\u5927\u91cf\u7c3f\u8bb0\u5458\u8d1f\u8d23\u4ee5\u4eba\u624b\u5904\u7406\u603b\u5206\u7c7b\u5e10\u3002\u7535\u5b50\u8bd5\u7b97\u8868\u786e\u5b9e\u81ea\u52a8\u5316\u4e86\u90e8\u5206\u8bb0\u5e10\u5de5\u4f5c\uff0c\u4f46\u8ba1\u7b97\u6210\u672c\u5927\u5e45\u964d\u4f4e\u540e\uff0c\u4f01\u4e1a\u5f97\u4ee5\u8fdb\u884c\u66f4\u590d\u6742\u7684\u8d22\u52a1\u5efa\u6a21\u4e0e\u9884\u6d4b\u3002\u7ed3\u679c\u867d\u6709\u804c\u4f4d\u6d88\u5931\uff0c\u5374\u50ac\u751f\u66f4\u591a\u4f1a\u8ba1\u5e08\u3001\u8d22\u52a1\u5206\u6790\u5e08\u4e0e\u5546\u4e1a\u987e\u95ee\u3002\u53ef\u89c1\u79d1\u6280\u5e76\u672a\u8ba9\u7ecf\u6d4e\u6d3b\u52a8\u7f29\u5c0f\uff0c\u800c\u6269\u5927\u4e86\u5206\u6790\u4e0e\u51b3\u7b56\u7684\u8303\u56f4\u3002<\/p>\n<p>\u963f\u6770\u59c6\u5965\u5362\u5f3a\u8c03\uff0c\u95ee\u9898\u5728\u4e8e\u5f53\u4ee3 AI \u662f\u5426\u4ecd\u4f1a\u9075\u5faa\u8fd9\u79cd\u201c\u521b\u9020\u65b0\u4efb\u52a1\u201d\u7684\u8def\u5f84\uff0c\u8fd8\u662f\u4ec5\u4ec5\u5c06\u65e2\u6709\u4efb\u52a1\u81ea\u52a8\u5316\uff0c\u5bfc\u81f4\u52b3\u52a8\u9700\u6c42\u840e\u7f29\u3002<\/p>\n<h2>\u63a8\u52a8\u653f\u7b56\u5c06 AI \u5f15\u5411\u4eb2\u52b3\u5de5\u65b9\u5411<\/h2>\n<p>\u4e0a\u8ff03\u4f4d\u7ecf\u6d4e\u5b66\u5bb6\u8ba4\u4e3a\uff0c\u5e02\u573a\u529b\u91cf\u672c\u8eab\u672a\u5fc5\u4f1a\u81ea\u52a8\u5bfc\u5411\u589e\u5f3a\u578b\u6280\u672f\u3002\u4f01\u4e1a\u5f80\u5f80\u57fa\u4e8e\u6210\u672c\u8003\u91cf\u4e0e\u7a0e\u5236\u8bf1\u56e0\uff0c\u9009\u62e9\u66ff\u4ee3\u52b3\u5de5\u7684\u65b9\u6848\u3002\u56e0\u6b64\uff0c\u5236\u5ea6\u8bbe\u8ba1\u81f3\u5173\u91cd\u8981\uff0c\u5176\u4e2d\u5305\u62ec\u4e0b\u5217\u91cd\u70b9\u3002<\/p>\n<p>\u4e00\u3001\u6d88\u9664\u5bf9\u673a\u5668\u7684\u9690\u6027\u7a0e\u52a1\u8865\u8d34<br \/>\n\u73b0\u884c\u7a0e\u5236\u4e0b\uff0c\u96c7\u4e3b\u9700\u8d1f\u62c5\u793e\u4f1a\u4fdd\u9669\u4e0e\u533b\u7597\u4fdd\u9669\u6210\u672c\uff1b\u8d2d\u4e70\u673a\u5668\u4e0e\u8f6f\u4ef6\u5374\u53ef\u6298\u65e7\u62b5\u7a0e\u3002\u8fd9\u79cd\u4e0d\u5bf9\u79f0\u5bb9\u6613\u9020\u6210\u5e73\u5eb8\u81ea\u52a8\u5316\uff08so-so automation\uff09\uff0c\u5373\u4fbf\u6548\u7387\u63d0\u5347\u6709\u9650\uff0c\u4e5f\u4f1a\u4e3a\u6c42\u8282\u7701\u7a0e\u6b3e\u800c\u88c1\u5458\u3002<\/p>\n<p>\u6539\u9769\u7a0e\u5236\u65b9\u5411\u5e94\u62c9\u5e73\u8d44\u672c\u4e0e\u52b3\u52a8\u7684\u7a0e\u8d1f\uff0c\u4f7f\u4f01\u4e1a\u51b3\u7b56\u57fa\u4e8e\u771f\u5b9e\u751f\u4ea7\u529b\u589e\u51cf\uff0c\u800c\u975e\u7a0e\u52a1\u8d1f\u62c5\u3002<\/p>\n<p>\u4e8c\u3001\u5f15\u5bfc\u79d1\u7814\u8d44\u91d1\u00a0 \u652f\u6301\u4e92\u8865\u578b AI<br \/>\n\u521b\u6295\u8d44\u91d1\u504f\u597d\u80fd\u5168\u9762\u53d6\u4ee3\u4eba\u7c7b\u7684\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08artificial general intelligence\uff09\u3002\u963f\u6770\u59c6\u5965\u5362\u4e3b\u5f20\uff0c\u653f\u5e9c\u79d1\u7814\u8d44\u52a9\u5e94\u4f18\u5148\u652f\u6301\u4e0e\u4eba\u7c7b\u6280\u80fd\u4e92\u8865\u3001\u80fd\u521b\u9020\u65b0\u4efb\u52a1\u7684\u9879\u76ee\uff0c\u800c\u975e\u5355\u7eaf\u8ffd\u6c42\u81ea\u52a8\u5316\u3002<\/p>\n<p>\u4e09\u3001\u8d4b\u4e88\u52b3\u5de5\u53c2\u4e0e\u6743<br \/>\n\u82e5\u91c7\u7528AI \u53ea\u7531\u9ad8\u7ea7\u4e3b\u7ba1\u4e0e\u5de5\u7a0b\u5e08\u51b3\u5b9a\uff0c\u5176\u76ee\u7684\u5f80\u5f80\u662f\u76d1\u63a7\u4e0e\u524a\u51cf\u6210\u672c\u3002\u5e94\u5f3a\u5316\u5de5\u4f1a\u4e0e\u52b3\u5de5\u4ee3\u8868\u5236\u5ea6\uff0c\u8ba9\u524d\u7ebf\u5458\u5de5\u53c2\u4e0e AI \u8bbe\u8ba1\u4e0e\u90e8\u7f72\uff0c\u4f7f\u6280\u672f\u771f\u6b63\u89e3\u51b3\u5de5\u4f5c\u73b0\u573a\u95ee\u9898\uff0c\u800c\u975e\u6210\u4e3a\u88c1\u5458\u673a\u5668\u3002<\/p>\n<p>\u56db\u3001\u53cd\u5784\u65ad\u4e0e\u79d1\u6280\u6743\u529b\u5206\u6563<br \/>\nAI \u53d1\u5c55\u9ad8\u5ea6\u96c6\u4e2d\u4e8e\u5c11\u6570\u79d1\u6280\u5de8\u5934\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u5c31\u4f1a\u504f\u5411\u89c4\u6a21\u5316\u4e0e\u81ea\u52a8\u5316\u3002\u900f\u8fc7\u53cd\u5784\u65ad\u6267\u6cd5\u4e0e\u9650\u5236\u5e76\u8d2d\uff0c\u53ef\u4e3a\u591a\u5143\u5546\u4e1a\u6a21\u5f0f\u521b\u9020\u7a7a\u95f4\u3002<\/p>\n<p>\u4e94\u3001\u5efa\u7acb\u201c\u6570\u636e\u5c0a\u4e25\u201d\uff08data dignity\uff09<br \/>\nAI \u80fd\u529b\u5efa\u7acb\u5728\u4eba\u7c7b\u957f\u671f\u7d2f\u79ef\u7684\u6587\u5b57\u3001\u7a0b\u5f0f\u4e0e\u521b\u4f5c\u00a0\u6570\u636e\u4e4b\u4e0a\u3002\u5e94\u627f\u8ba4\u521b\u4f5c\u8005\u5bf9\u8bad\u7ec3\u6570\u636e\u7684\u8d21\u732e\uff0c\u5efa\u7acb\u8865\u507f\u4e0e\u5206\u6da6\u673a\u5236\uff0c\u907f\u514d AI \u516c\u53f8\u65e0\u507f\u6c72\u53d6\u539f\u521b\u8005\u6210\u679c\uff0c\u5e76\u8fdb\u4e00\u6b65\u53d6\u4ee3\u539f\u521b\u8005\u3002<\/p>\n<p>\u516d\u3001\u6539\u53d8\u79d1\u6280\u6587\u5316\u53d9\u4e8b<br \/>\n\u76ee\u524d\u79d1\u6280\u754c\u5c06\u201c\u4eba\u7c7b\u540c\u7b49\u80fd\u529b\u201d\uff08human parity\uff09\u89c6\u4e3a\u6700\u9ad8\u76ee\u6807\u3002\u963f\u6770\u59c6\u5965\u5362\u4e3b\u5f20\u5e94\u8f6c\u5411\u201c\u673a\u5668\u5bf9\u4eba\u7c7b\u7684\u6709\u7528\u7a0b\u5ea6\u201d\uff08machine usefulness\uff09\uff0c\u4ee5\u63d0\u5347\u4eba\u7c7b\u80fd\u529b\u4e3a\u6210\u529f\u6807\u51c6\u3002<\/p>\n<h2>\u5173\u952e\u6279\u8bc4\u4e0e\u4e89\u8bba<\/h2>\n<p>\u8fd9\u5957\u6784\u60f3\u5728\u5b66\u754c\u4e0e\u653f\u7b56\u5708\u5f15\u53d1\u5e7f\u6cdb\u8ba8\u8bba\uff0c\u4e5f\u53d7\u5230\u591a\u65b9\u8d28\u7591\u3002<\/p>\n<p>\u4e00\u3001\u589e\u5f3a\u4e0e\u53d6\u4ee3\u5458\u5de5\u7684\u754c\u7ebf\u6a21\u7cca<br \/>\n\u82e5 AI \u8ba9\u4e00\u540d\u5458\u5de5\u4ea7\u51fa\u63d0\u53475\u500d\uff0c\u5728\u9700\u6c42\u672a\u540c\u6b65\u589e\u52a0\u4e0b\uff0c\u4f01\u4e1a\u7406\u6027\u9009\u62e9\u53ef\u80fd\u662f\u88c1\u64a4\u5176\u9980\u4eba\u5458\u3002\u5fae\u89c2\u8d4b\u80fd\u4e0d\u4e00\u5b9a\u8f6c\u5316\u4e3a\u5b8f\u89c2\u5c31\u4e1a\u6269\u5f20\u3002<\/p>\n<p>\u4e8c\u3001\u524a\u5f31\u521b\u65b0\u4e0e\u56fd\u5bb6\u7ade\u4e89\u529b<br \/>\n\u79d1\u6280\u4f01\u4e1a\u4e0e\u56fd\u9632\u667a\u5e93\u8b66\u544a\uff0c\u8fc7\u5ea6\u5e72\u9884\u53ef\u80fd\u62d6\u6162\u521b\u65b0\u6b65\u4f10\u3002\u5728\u5168\u7403 AI \u7ade\u8d5b\u4e2d\uff0c\u82e5\u56e0\u8fc7\u5ea6\u4fdd\u62a4\u52b3\u5de5\u800c\u653e\u6162\u811a\u6b65\uff0c\u53ef\u80fd\u88ab\u7ade\u4e89\u5bf9\u624b\u8d85\u8d8a\u3002<\/p>\n<p>\u4e09\u3001\u201c\u540e\u52b3\u52a8\u4e4c\u6258\u90a6\u201d\u613f\u666f<br \/>\n\u963f\u5c14\u7279\u66fc\uff08Sam Altman\uff09\u3001\u9a6c\u65af\u514b\uff08Elon Musk\uff09\u7b49\u79d1\u6280\u4e50\u89c2\u6d3e\uff0c\u4e3b\u5f20\u5168\u9762\u81ea\u52a8\u5316\u7684\u8d8b\u52bf\u4e0d\u53ef\u907f\u514d\uff0c\u4e14\u503c\u5f97\u62e5\u62b1\u3002\u4e0e\u5176\u9650\u5236 AI\uff0c\u4e0d\u5982\u8bfe\u5f81\u9ad8\u989d\u7a0e\u6b3e\u548c\u53d1\u653e\u5168\u6c11\u57fa\u672c\u6536\u5165\uff08universal basic income\uff09\uff0c\u8ba9\u4eba\u7c7b\u4ece\u52b3\u52a8\u4e2d\u89e3\u653e\u3002<\/p>\n<p>\u56db\u3001\u81ea\u7531\u5e02\u573a\u89c2\u70b9<br \/>\n\u65b0\u53e4\u5178\u7ecf\u6d4e\u5b66\u5bb6\u8ba4\u4e3a\u5e02\u573a\u673a\u5236\u7ec8\u5c06\u521b\u9020\u65b0\u4ea7\u4e1a\uff0c\u653f\u5e9c\u96be\u4ee5\u9884\u5224\u54ea\u79cd\u6280\u672f\u8f83\u4f73\u3002\u8fc7\u5ea6\u5e72\u9884\u6709\u964d\u4f4e\u6574\u4f53\u6548\u7387\u4e4b\u865e\u3002<\/p>\n<p>\u4e94\u3001\u6fc0\u8fdb\u5de6\u6d3e\u6279\u8bc4\uff1a\u6240\u6709\u6743\u624d\u662f\u6838\u5fc3<br \/>\n\u5728\u8d44\u672c\u4e3b\u4e49\u67b6\u6784\u4e0b\uff0c\u53ea\u8981 AI \u6240\u6709\u6743\u7531\u8d44\u672c\u5bb6\u638c\u63e1\uff0c\u5219\u4efb\u4f55\u6280\u672f\u6700\u7ec8\u90fd\u53ef\u80fd\u88ab\u7528\u4e8e\u538b\u69a8\u52b3\u5de5\u3002\u771f\u6b63\u6539\u9769\u5e94\u6307\u5411\u4f01\u4e1a\u6240\u6709\u6743\u4e0e AI \u57fa\u7840\u8bbe\u65bd\u7684\u516c\u5171\u5316\u3002<\/p>\n<h2>\u6280\u672f\u5173\u4e4e\u9009\u62e9\u800c\u975e\u547d\u8fd0<\/h2>\n<p>\u9762\u5bf9\u6279\u8bc4\uff0c\u963f\u6770\u59c6\u5965\u5362\u7b49\u4eba\u5f3a\u8c03\uff0c\u79d1\u6280\u53d1\u5c55\u8def\u5f84\u5e76\u975e\u81ea\u7136\u6f14\u8fdb\uff0c\u800c\u662f\u5236\u5ea6\u4e0e\u653f\u7b56\u9009\u62e9\u7684\u7ed3\u679c\u3002\u4ed6\u5e76\u4e0d\u5b8c\u5168\u5426\u5b9a\u5168\u6c11\u57fa\u672c\u6536\u5165\uff0c\u4f46\u8b66\u544a\u90a3\u53ef\u80fd\u5bfc\u81f4\u201c\u5c11\u6570\u79d1\u6280\u7cbe\u82f1\u5411\u5927\u4f17\u5206\u914d\u8d44\u6e90\u201d\u7684\u9ad8\u5ea6\u4e0d\u5e73\u7b49\u793e\u4f1a\u3002\u5de5\u4f5c\u4e0d\u4ec5\u5e26\u6765\u6536\u5165\uff0c\u4e5f\u63d0\u4f9b\u793e\u4f1a\u53c2\u4e0e\u548c\u5c0a\u4e25\u3002<\/p>\n<p>\u8fd9\u573a\u8fa9\u8bba\u5df2\u8d85\u8d8a\u7eaf\u7cb9\u6280\u672f\u95ee\u9898\uff0c\u800c\u6210\u4e3a\u4e00\u573a\u5173\u4e8e\u653f\u6cbb\u7ecf\u6d4e\u4e0e\u4eba\u7c7b\u672a\u6765\u7684\u6df1\u5c42\u4e89\u8bba\uff1a\u6211\u4eec\u5e0c\u671b\u5efa\u7acb\u4e00\u4e2a\u7531\u81ea\u52a8\u5316\u5de5\u5382\u4e0e\u798f\u5229\u8f6c\u79fb\u652f\u6491\u7684\u540e\u52b3\u52a8\u793e\u4f1a\uff0c\u8fd8\u662f\u4e00\u4e2a\u591a\u6570\u4eba\u80fd\u900f\u8fc7\u9ad8\u6280\u80fd\u5de5\u4f5c\u53c2\u4e0e\uff0c\u5e76\u521b\u9020\u4ef7\u503c\u7684\u793e\u4f1a\uff1f\u7b54\u6848\u5c06\u51b3\u5b9a AI \u7684\u53d1\u5c55\u65b9\u5411\uff0c\u4e5f\u5c06\u5851\u902021\u4e16\u7eaa\u7684\u7ecf\u6d4e\u4e0e\u653f\u6cbb\u5f62\u6001\u3002<\/p>\n<p>\u3010\u6ce8\u3011\uff1aAcemoglu, D., Autor, D., and Johnson, S. (2026)<strong>. \u201cBuilding Pro\u2011Worker Artificial Intelligence.\u201d<\/strong> NBER Working Paper No. 34854.<\/p>\n<p><strong>\u8d75\u8000\u534e\u535a\u58eb<\/strong><br \/>\n<strong>\u6e2f\u5927\u7ecf\u7ba1\u5b66\u9662\u7ecf\u6d4e\u5b66\u8363\u8a89\u526f\u6559\u6388<\/strong><\/p>\n<p>\uff08\u672c\u6587\u540c\u65f6\u4e8e\u4e8c\u96f6\u4e8c\u516d\u5e74\u56db\u6708\u4e8c\u5341\u4e5d\u65e5\u8f7d\u4e8e\u300a\u4fe1\u62a5\u300b\u201c\u9f99\u864e\u5c71\u4e0b\u201d\u4e13\u680f\uff09<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"_lmt_disableupdate":"no","_lmt_disable":"","footnotes":""},"tags":[],"class_list":["post-259441","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=\"\u8fd1\u5e74\uff0c\u4e00\u4e9b\u5b66\u8005\u79ef\u6781\u5021\u8bae\u540d\u4e3a\u201c\u4eb2\u52b3\u5de5\u4eba\u5de5\u667a\u80fd\u201d\uff08pro-worker AI\uff09\u7684\u53d1\u5c55\u65b9\u5411\u3002\u4ed6\u4eec\u7684\u6838\u5fc3\u4e3b\u5f20\u5e76\u975e\u53cd\u5bf9\u79d1\u6280\u6216\u4eba\u5de5\u667a\u80fd\u672c\u8eab\uff0c\u800c\u662f\u8d28\u7591\u8fc7\u53bb\u6570\u5341\u5e74\u79d1\u6280\u8fdb\u6b65\u7684\u504f\u5411\uff1a\u6280\u672f\u53d1\u5c55\u8fc7\u5ea6\u96c6\u4e2d\u4e8e\u81ea\u52a8\u5316\uff08automation\uff09\uff0c\u4ea6\u5373\u5229\u7528\u673a\u5668\u53d6\u4ee3\u4eba\u529b\u4ee5\u964d\u4f4e\u6210\u672c\uff0c\u800c\u975e\u589e\u5f3a\uff08augmentation\uff09\u4eba\u7c7b\u80fd\u529b\u3002\u3010\u6ce8\u3011 \u5b66\u8005\u4eec\u5982\u7f8e\u56fd\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7ecf\u6d4e\u5b66\u5bb6\u963f\u6770\u59c6\u5965\u5362\uff08Daron Acemoglu\uff0c2024 \u5e74\u8bfa\u8d1d\u5c14\u7ecf\u6d4e\u5b66\u5956\u5f97\u4e3b\uff09\u4e0e\u5176\u957f\u671f\u5408\u4f5c\u8005\u7ea6\u7ff0\u900a\uff08 Simon Johnson\u540c\u5e74\u8bfa\u8d1d\u5c14\u7ecf\u6d4e\u5b66\u5956\u53e6\u4e00\u5f97\u4e3b\uff09\uff0c\u4ee5\u53ca\u8457\u540d\u52b3\u52a8\u7ecf\u6d4e\u5b66\u5bb6\u5965\u7279\u5c14\uff08David Autor \uff09\u7b49\u8ba4\u4e3a\uff0c\u8fd1\u6570\u5341\u5e74\u6765\u7684\u6570\u5b57\u9769\u547d\u867d\u7136\u63d0\u5347\u4e86\u4f01\u4e1a\u6548\u7387\u4e0e\u8d44\u672c\u62a5\u916c\u7387\uff0c\u5374\u540c\u65f6\u9020\u6210\u4e2d\u4ea7\u9636\u7ea7\u5de5\u4f5c\u673a\u4f1a\u6d41\u5931\u3001\u85aa\u8d44\u589e\u957f\u505c\u6ede\uff0c\u4ee5\u53ca\u6240\u5f97\u4e0e\u8d22\u5bcc\u5dee\u8ddd\u6269\u5927\u3002\u4e0d\u8fc7\uff0c\u95ee\u9898\u4e0d\u5728\u4e8e\u79d1\u6280\u8fdb\u6b65\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u79d1\u6280\u8bbe\u8ba1\u4e0e\u5e94\u7528\u7684\u65b9\u5f0f\u3002AI \u672a\u5fc5\u662f\u53d6\u4ee3\u4eba\u7c7b\u7684\u5de5\u5177\uff1b\u5b83\u4e5f\u53ef\u4ee5\u4f5c\u4e3a\u63d0\u5347\u4eba\u7c7b\u751f\u4ea7\u529b\u3001\u521b\u9020\u65b0\u4efb\u52a1\uff08new tasks\uff09\u4e0e\u65b0\u4ea7\u4e1a\u7684\u52a9\u529b\u3002 \u79d1\u6280\u5982\u4f55\u521b\u9020\u65b0\u4efb\u52a1 \u7ecf\u6d4e\u53f2\u5728\u8fd9\u65b9\u9762\u63d0\u4f9b\u4e86\u91cd\u8981\u7ebf\u7d22\u3002\u4e3a\u4f55\u5de5\u4e1a\u9769\u547d\u3001\u7535\u6c14\u5316\u6216\u8d44\u8baf\u9769\u547d\u6ca1\u6709\u5bfc\u81f4\u957f\u671f\u5927\u89c4\u6a21\u5931\u4e1a\uff1f\u5173\u952e\u7cfb\u4e8e\u79d1\u6280\u5728\u6dd8\u6c70\u65e7\u804c\u4f4d\u65f6\uff0c\u4e5f\u521b\u9020\u4e86\u5927\u91cf\u65b0\u4efb\u52a1\uff0c\u800c\u8fd9\u4e9b\u4efb\u52a1\u9700\u8981\u4eba\u7c7b\u7684\u5224\u65ad\u529b\u3001\u534f\u8c03\u80fd\u529b\u4e0e\u521b\u9020\u529b\u3002 \u7535\u52a8\u9a6c\u8fbe\u4e0e\u5de5\u5382\u91cd\u7ec4\uff081910\u20131920 \u5e74\u4ee3\uff09 \u84b8\u6c7d\u673a\u65f6\u4ee3\u7684\u5de5\u5382\u4f9d\u8d56\u5355\u4e00\u4e2d\u592e\u52a8\u529b\u6765\u6e90\uff0c\u900f\u8fc7\u76ae\u5e26\u4e0e\u8f6c\u8f74\u4f20\u8f93\u52a8\u529b\u3002\u5de5\u5382\u5e03\u5c40\u50f5\u5316\uff0c\u5de5\u4eba\u53ea\u80fd\u914d\u5408\u673a\u5668\u8282\u594f\uff0c\u73af\u5883\u5371\u9669\u4e14\u6548\u7387\u6709\u9650\u3002\u5f53\u7535\u529b\u666e\u53ca\u540e\uff0c\u6bcf\u53f0\u673a\u5668\u914d\u5907\u72ec\u7acb\u7535\u52a8\u9a6c\u8fbe\uff0c\u5de5\u5382\u5f97\u4ee5\u6309\u7167\u751f\u4ea7\u6d41\u7a0b\u91cd\u65b0\u8bbe\u8ba1\uff0c\u50ac\u751f\u51fa\u6d41\u6c34\u7ebf\u5236\u5ea6\u3002\u8fd9\u4e0d\u4ec5\u6ca1\u6709\u4ee4\u5de5\u4eba\u88ab\u53d6\u4ee3\uff0c\u53cd\u800c\u589e\u6dfb\u8bbe\u5907\u7ef4\u4fee\u3001\u6d41\u7a0b\u7ba1\u7406\u3001\u54c1\u8d28\u63a7\u5236\u7b49\u65b0\u804c\u52a1\u3002\u663e\u800c\u6613\u89c1\uff0c\u6280\u672f\u91cd\u7ec4\u4e86\u751f\u4ea7\u8fc7\u7a0b\u4ee5\u81f3\u52b3\u52a8\u5206\u5de5\u3002 \u7535\u52a8\u673a\u68b0\u5f3a\u5316\u7269\u7406\u5c42\u9762\u6548\u80fd \u8d77\u91cd\u673a\u3001\u63a8\u571f\u673a\u3001\u7535\u94bb\u7b49\u5de5\u5177\u5e76\u672a\u6709\u628a\u5efa\u7b51\u5de5\u5730\u8f6c\u53d8\u4e3a\u81ea\u52a8\u5316\uff0c\u800c\u6210\u4e3a\u4e86\u5de5\u4eba\u7684\u5ef6\u4f38\u3002\u8b6c\u5982\u4e00\u540d\u91cd\u578b\u673a\u68b0\u64cd\u4f5c\u5458\uff0c\u5176\u4ea7\u51fa\u5c31\u53ef\u80fd\u662f\u4f53\u529b\u52b3\u52a8\u8005\u7684\u6570\u5341\u751a\u81f3\u4e0a\u767e\u500d\u3002\u7531\u4e8e\u5de5\u4eba\u521b\u9020\u7684\u7ecf\u6d4e\u4ef7\u503c\u63d0\u5347\uff0c\u4f01\u4e1a\u5728\u5e02\u573a\u7ade\u4e89\u4e0e\u5de5\u4f1a\u538b\u529b\u4e0b\u5f80\u5f80\u987b\u4ed8\u66f4\u9ad8\u85aa\u8d44\u3002\u8fd9\u6b63\u662f\u201c\u589e\u5f3a\u578b\u6280\u672f\u201d\u7684\u5178\u8303\uff1a\u4eba\u7c7b\u5728\u751f\u4ea7\u8fc7\u7a0b\u4e2d\u4ecd\u5904\u4e8e\u6838\u5fc3\u4f4d\u7f6e\uff0c\u800c\u80fd\u529b\u66f4\u5927\u5e45\u6269\u5c55\u3002 \u7535\u5b50\u8bd5\u7b97\u8868\u4e0e\u77e5\u8bc6\u5de5\u4f5c\u8f6c\u578b 1980 \u5e74\u4ee3\u4e4b\u524d\uff0c\u5927\u91cf\u7c3f\u8bb0\u5458\u8d1f\u8d23\u4ee5\u4eba\u624b\u5904\u7406\u603b\u5206\u7c7b\u5e10\u3002\u7535\u5b50\u8bd5\u7b97\u8868\u786e\u5b9e\u81ea\u52a8\u5316\u4e86\u90e8\u5206\u8bb0\u5e10\u5de5\u4f5c\uff0c\u4f46\u8ba1\u7b97\u6210\u672c\u5927\u5e45\u964d\u4f4e\u540e\uff0c\u4f01\u4e1a\u5f97\u4ee5\u8fdb\u884c\u66f4\u590d\u6742\u7684\u8d22\u52a1\u5efa\u6a21\u4e0e\u9884\u6d4b\u3002\u7ed3\u679c\u867d\u6709\u804c\u4f4d\u6d88\u5931\uff0c\u5374\u50ac\u751f\u66f4\u591a\u4f1a\u8ba1\u5e08\u3001\u8d22\u52a1\u5206\u6790\u5e08\u4e0e\u5546\u4e1a\u987e\u95ee\u3002\u53ef\u89c1\u79d1\u6280\u5e76\u672a\u8ba9\u7ecf\u6d4e\u6d3b\u52a8\u7f29\u5c0f\uff0c\u800c\u6269\u5927\u4e86\u5206\u6790\u4e0e\u51b3\u7b56\u7684\u8303\u56f4\u3002 \u963f\u6770\u59c6\u5965\u5362\u5f3a\u8c03\uff0c\u95ee\u9898\u5728\u4e8e\u5f53\u4ee3 AI \u662f\u5426\u4ecd\u4f1a\u9075\u5faa\u8fd9\u79cd\u201c\u521b\u9020\u65b0\u4efb\u52a1\u201d\u7684\u8def\u5f84\uff0c\u8fd8\u662f\u4ec5\u4ec5\u5c06\u65e2\u6709\u4efb\u52a1\u81ea\u52a8\u5316\uff0c\u5bfc\u81f4\u52b3\u52a8\u9700\u6c42\u840e\u7f29\u3002 \u63a8\u52a8\u653f\u7b56\u5c06 AI \u5f15\u5411\u4eb2\u52b3\u5de5\u65b9\u5411 \u4e0a\u8ff03\u4f4d\u7ecf\u6d4e\u5b66\u5bb6\u8ba4\u4e3a\uff0c\u5e02\u573a\u529b\u91cf\u672c\u8eab\u672a\u5fc5\u4f1a\u81ea\u52a8\u5bfc\u5411\u589e\u5f3a\u578b\u6280\u672f\u3002\u4f01\u4e1a\u5f80\u5f80\u57fa\u4e8e\u6210\u672c\u8003\u91cf\u4e0e\u7a0e\u5236\u8bf1\u56e0\uff0c\u9009\u62e9\u66ff\u4ee3\u52b3\u5de5\u7684\u65b9\u6848\u3002\u56e0\u6b64\uff0c\u5236\u5ea6\u8bbe\u8ba1\u81f3\u5173\u91cd\u8981\uff0c\u5176\u4e2d\u5305\u62ec\u4e0b\u5217\u91cd\u70b9\u3002 \u4e00\u3001\u6d88\u9664\u5bf9\u673a\u5668\u7684\u9690\u6027\u7a0e\u52a1\u8865\u8d34 \u73b0\u884c\u7a0e\u5236\u4e0b\uff0c\u96c7\u4e3b\u9700\u8d1f\u62c5\u793e\u4f1a\u4fdd\u9669\u4e0e\u533b\u7597\u4fdd\u9669\u6210\u672c\uff1b\u8d2d\u4e70\u673a\u5668\u4e0e\u8f6f\u4ef6\u5374\u53ef\u6298\u65e7\u62b5\u7a0e\u3002\u8fd9\u79cd\u4e0d\u5bf9\u79f0\u5bb9\u6613\u9020\u6210\u5e73\u5eb8\u81ea\u52a8\u5316\uff08so-so automation\uff09\uff0c\u5373\u4fbf\u6548\u7387\u63d0\u5347\u6709\u9650\uff0c\u4e5f\u4f1a\u4e3a\u6c42\u8282\u7701\u7a0e\u6b3e\u800c\u88c1\u5458\u3002 \u6539\u9769\u7a0e\u5236\u65b9\u5411\u5e94\u62c9\u5e73\u8d44\u672c\u4e0e\u52b3\u52a8\u7684\u7a0e\u8d1f\uff0c\u4f7f\u4f01\u4e1a\u51b3\u7b56\u57fa\u4e8e\u771f\u5b9e\u751f\u4ea7\u529b\u589e\u51cf\uff0c\u800c\u975e\u7a0e\u52a1\u8d1f\u62c5\u3002 \u4e8c\u3001\u5f15\u5bfc\u79d1\u7814\u8d44\u91d1 \u652f\u6301\u4e92\u8865\u578b AI \u521b\u6295\u8d44\u91d1\u504f\u597d\u80fd\u5168\u9762\u53d6\u4ee3\u4eba\u7c7b\u7684\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08artificial general intelligence\uff09\u3002\u963f\u6770\u59c6\u5965\u5362\u4e3b\u5f20\uff0c\u653f\u5e9c\u79d1\u7814\u8d44\u52a9\u5e94\u4f18\u5148\u652f\u6301\u4e0e\u4eba\u7c7b\u6280\u80fd\u4e92\u8865\u3001\u80fd\u521b\u9020\u65b0\u4efb\u52a1\u7684\u9879\u76ee\uff0c\u800c\u975e\u5355\u7eaf\u8ffd\u6c42\u81ea\u52a8\u5316\u3002 \u4e09\u3001\u8d4b\u4e88\u52b3\u5de5\u53c2\u4e0e\u6743 \u82e5\u91c7\u7528AI \u53ea\u7531\u9ad8\u7ea7\u4e3b\u7ba1\u4e0e\u5de5\u7a0b\u5e08\u51b3\u5b9a\uff0c\u5176\u76ee\u7684\u5f80\u5f80\u662f\u76d1\u63a7\u4e0e\u524a\u51cf\u6210\u672c\u3002\u5e94\u5f3a\u5316\u5de5\u4f1a\u4e0e\u52b3\u5de5\u4ee3\u8868\u5236\u5ea6\uff0c\u8ba9\u524d\u7ebf\u5458\u5de5\u53c2\u4e0e AI \u8bbe\u8ba1\u4e0e\u90e8\u7f72\uff0c\u4f7f\u6280\u672f\u771f\u6b63\u89e3\u51b3\u5de5\u4f5c\u73b0\u573a\u95ee\u9898\uff0c\u800c\u975e\u6210\u4e3a\u88c1\u5458\u673a\u5668\u3002 \u56db\u3001\u53cd\u5784\u65ad\u4e0e\u79d1\u6280\u6743\u529b\u5206\u6563 AI \u53d1\u5c55\u9ad8\u5ea6\u96c6\u4e2d\u4e8e\u5c11\u6570\u79d1\u6280\u5de8\u5934\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u5c31\u4f1a\u504f\u5411\u89c4\u6a21\u5316\u4e0e\u81ea\u52a8\u5316\u3002\u900f\u8fc7\u53cd\u5784\u65ad\u6267\u6cd5\u4e0e\u9650\u5236\u5e76\u8d2d\uff0c\u53ef\u4e3a\u591a\u5143\u5546\u4e1a\u6a21\u5f0f\u521b\u9020\u7a7a\u95f4\u3002 \u4e94\u3001\u5efa\u7acb\u201c\u6570\u636e\u5c0a\u4e25\u201d\uff08data dignity\uff09 AI \u80fd\u529b\u5efa\u7acb\u5728\u4eba\u7c7b\u957f\u671f\u7d2f\u79ef\u7684\u6587\u5b57\u3001\u7a0b\u5f0f\u4e0e\u521b\u4f5c \u6570\u636e\u4e4b\u4e0a\u3002\u5e94\u627f\u8ba4\u521b\u4f5c\u8005\u5bf9\u8bad\u7ec3\u6570\u636e\u7684\u8d21\u732e\uff0c\u5efa\u7acb\u8865\u507f\u4e0e\u5206\u6da6\u673a\u5236\uff0c\u907f\u514d AI \u516c\u53f8\u65e0\u507f\u6c72\u53d6\u539f\u521b\u8005\u6210\u679c\uff0c\u5e76\u8fdb\u4e00\u6b65\u53d6\u4ee3\u539f\u521b\u8005\u3002 \u516d\u3001\u6539\u53d8\u79d1\u6280\u6587\u5316\u53d9\u4e8b \u76ee\u524d\u79d1\u6280\u754c\u5c06\u201c\u4eba\u7c7b\u540c\u7b49\u80fd\u529b\u201d\uff08human parity\uff09\u89c6\u4e3a\u6700\u9ad8\u76ee\u6807\u3002\u963f\u6770\u59c6\u5965\u5362\u4e3b\u5f20\u5e94\u8f6c\u5411\u201c\u673a\u5668\u5bf9\u4eba\u7c7b\u7684\u6709\u7528\u7a0b\u5ea6\u201d\uff08machine\" \/>\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\/pro-worker-ai-reshaping-work-in-an-automated-era\/\" \/>\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=\"\u4eb2\u52b3\u5de5\u4eba\u5de5\u667a\u80fd\uff1a\u5728\u81ea\u52a8\u5316\u6d6a\u6f6e\u4e2d\u91cd\u5851\u5de5\u4f5c - HKU Business School\" \/>\n\t\t<meta property=\"og:description\" content=\"\u8fd1\u5e74\uff0c\u4e00\u4e9b\u5b66\u8005\u79ef\u6781\u5021\u8bae\u540d\u4e3a\u201c\u4eb2\u52b3\u5de5\u4eba\u5de5\u667a\u80fd\u201d\uff08pro-worker AI\uff09\u7684\u53d1\u5c55\u65b9\u5411\u3002\u4ed6\u4eec\u7684\u6838\u5fc3\u4e3b\u5f20\u5e76\u975e\u53cd\u5bf9\u79d1\u6280\u6216\u4eba\u5de5\u667a\u80fd\u672c\u8eab\uff0c\u800c\u662f\u8d28\u7591\u8fc7\u53bb\u6570\u5341\u5e74\u79d1\u6280\u8fdb\u6b65\u7684\u504f\u5411\uff1a\u6280\u672f\u53d1\u5c55\u8fc7\u5ea6\u96c6\u4e2d\u4e8e\u81ea\u52a8\u5316\uff08automation\uff09\uff0c\u4ea6\u5373\u5229\u7528\u673a\u5668\u53d6\u4ee3\u4eba\u529b\u4ee5\u964d\u4f4e\u6210\u672c\uff0c\u800c\u975e\u589e\u5f3a\uff08augmentation\uff09\u4eba\u7c7b\u80fd\u529b\u3002\u3010\u6ce8\u3011 \u5b66\u8005\u4eec\u5982\u7f8e\u56fd\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7ecf\u6d4e\u5b66\u5bb6\u963f\u6770\u59c6\u5965\u5362\uff08Daron Acemoglu\uff0c2024 \u5e74\u8bfa\u8d1d\u5c14\u7ecf\u6d4e\u5b66\u5956\u5f97\u4e3b\uff09\u4e0e\u5176\u957f\u671f\u5408\u4f5c\u8005\u7ea6\u7ff0\u900a\uff08 Simon Johnson\u540c\u5e74\u8bfa\u8d1d\u5c14\u7ecf\u6d4e\u5b66\u5956\u53e6\u4e00\u5f97\u4e3b\uff09\uff0c\u4ee5\u53ca\u8457\u540d\u52b3\u52a8\u7ecf\u6d4e\u5b66\u5bb6\u5965\u7279\u5c14\uff08David Autor \uff09\u7b49\u8ba4\u4e3a\uff0c\u8fd1\u6570\u5341\u5e74\u6765\u7684\u6570\u5b57\u9769\u547d\u867d\u7136\u63d0\u5347\u4e86\u4f01\u4e1a\u6548\u7387\u4e0e\u8d44\u672c\u62a5\u916c\u7387\uff0c\u5374\u540c\u65f6\u9020\u6210\u4e2d\u4ea7\u9636\u7ea7\u5de5\u4f5c\u673a\u4f1a\u6d41\u5931\u3001\u85aa\u8d44\u589e\u957f\u505c\u6ede\uff0c\u4ee5\u53ca\u6240\u5f97\u4e0e\u8d22\u5bcc\u5dee\u8ddd\u6269\u5927\u3002\u4e0d\u8fc7\uff0c\u95ee\u9898\u4e0d\u5728\u4e8e\u79d1\u6280\u8fdb\u6b65\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u79d1\u6280\u8bbe\u8ba1\u4e0e\u5e94\u7528\u7684\u65b9\u5f0f\u3002AI \u672a\u5fc5\u662f\u53d6\u4ee3\u4eba\u7c7b\u7684\u5de5\u5177\uff1b\u5b83\u4e5f\u53ef\u4ee5\u4f5c\u4e3a\u63d0\u5347\u4eba\u7c7b\u751f\u4ea7\u529b\u3001\u521b\u9020\u65b0\u4efb\u52a1\uff08new tasks\uff09\u4e0e\u65b0\u4ea7\u4e1a\u7684\u52a9\u529b\u3002 \u79d1\u6280\u5982\u4f55\u521b\u9020\u65b0\u4efb\u52a1 \u7ecf\u6d4e\u53f2\u5728\u8fd9\u65b9\u9762\u63d0\u4f9b\u4e86\u91cd\u8981\u7ebf\u7d22\u3002\u4e3a\u4f55\u5de5\u4e1a\u9769\u547d\u3001\u7535\u6c14\u5316\u6216\u8d44\u8baf\u9769\u547d\u6ca1\u6709\u5bfc\u81f4\u957f\u671f\u5927\u89c4\u6a21\u5931\u4e1a\uff1f\u5173\u952e\u7cfb\u4e8e\u79d1\u6280\u5728\u6dd8\u6c70\u65e7\u804c\u4f4d\u65f6\uff0c\u4e5f\u521b\u9020\u4e86\u5927\u91cf\u65b0\u4efb\u52a1\uff0c\u800c\u8fd9\u4e9b\u4efb\u52a1\u9700\u8981\u4eba\u7c7b\u7684\u5224\u65ad\u529b\u3001\u534f\u8c03\u80fd\u529b\u4e0e\u521b\u9020\u529b\u3002 \u7535\u52a8\u9a6c\u8fbe\u4e0e\u5de5\u5382\u91cd\u7ec4\uff081910\u20131920 \u5e74\u4ee3\uff09 \u84b8\u6c7d\u673a\u65f6\u4ee3\u7684\u5de5\u5382\u4f9d\u8d56\u5355\u4e00\u4e2d\u592e\u52a8\u529b\u6765\u6e90\uff0c\u900f\u8fc7\u76ae\u5e26\u4e0e\u8f6c\u8f74\u4f20\u8f93\u52a8\u529b\u3002\u5de5\u5382\u5e03\u5c40\u50f5\u5316\uff0c\u5de5\u4eba\u53ea\u80fd\u914d\u5408\u673a\u5668\u8282\u594f\uff0c\u73af\u5883\u5371\u9669\u4e14\u6548\u7387\u6709\u9650\u3002\u5f53\u7535\u529b\u666e\u53ca\u540e\uff0c\u6bcf\u53f0\u673a\u5668\u914d\u5907\u72ec\u7acb\u7535\u52a8\u9a6c\u8fbe\uff0c\u5de5\u5382\u5f97\u4ee5\u6309\u7167\u751f\u4ea7\u6d41\u7a0b\u91cd\u65b0\u8bbe\u8ba1\uff0c\u50ac\u751f\u51fa\u6d41\u6c34\u7ebf\u5236\u5ea6\u3002\u8fd9\u4e0d\u4ec5\u6ca1\u6709\u4ee4\u5de5\u4eba\u88ab\u53d6\u4ee3\uff0c\u53cd\u800c\u589e\u6dfb\u8bbe\u5907\u7ef4\u4fee\u3001\u6d41\u7a0b\u7ba1\u7406\u3001\u54c1\u8d28\u63a7\u5236\u7b49\u65b0\u804c\u52a1\u3002\u663e\u800c\u6613\u89c1\uff0c\u6280\u672f\u91cd\u7ec4\u4e86\u751f\u4ea7\u8fc7\u7a0b\u4ee5\u81f3\u52b3\u52a8\u5206\u5de5\u3002 \u7535\u52a8\u673a\u68b0\u5f3a\u5316\u7269\u7406\u5c42\u9762\u6548\u80fd \u8d77\u91cd\u673a\u3001\u63a8\u571f\u673a\u3001\u7535\u94bb\u7b49\u5de5\u5177\u5e76\u672a\u6709\u628a\u5efa\u7b51\u5de5\u5730\u8f6c\u53d8\u4e3a\u81ea\u52a8\u5316\uff0c\u800c\u6210\u4e3a\u4e86\u5de5\u4eba\u7684\u5ef6\u4f38\u3002\u8b6c\u5982\u4e00\u540d\u91cd\u578b\u673a\u68b0\u64cd\u4f5c\u5458\uff0c\u5176\u4ea7\u51fa\u5c31\u53ef\u80fd\u662f\u4f53\u529b\u52b3\u52a8\u8005\u7684\u6570\u5341\u751a\u81f3\u4e0a\u767e\u500d\u3002\u7531\u4e8e\u5de5\u4eba\u521b\u9020\u7684\u7ecf\u6d4e\u4ef7\u503c\u63d0\u5347\uff0c\u4f01\u4e1a\u5728\u5e02\u573a\u7ade\u4e89\u4e0e\u5de5\u4f1a\u538b\u529b\u4e0b\u5f80\u5f80\u987b\u4ed8\u66f4\u9ad8\u85aa\u8d44\u3002\u8fd9\u6b63\u662f\u201c\u589e\u5f3a\u578b\u6280\u672f\u201d\u7684\u5178\u8303\uff1a\u4eba\u7c7b\u5728\u751f\u4ea7\u8fc7\u7a0b\u4e2d\u4ecd\u5904\u4e8e\u6838\u5fc3\u4f4d\u7f6e\uff0c\u800c\u80fd\u529b\u66f4\u5927\u5e45\u6269\u5c55\u3002 \u7535\u5b50\u8bd5\u7b97\u8868\u4e0e\u77e5\u8bc6\u5de5\u4f5c\u8f6c\u578b 1980 \u5e74\u4ee3\u4e4b\u524d\uff0c\u5927\u91cf\u7c3f\u8bb0\u5458\u8d1f\u8d23\u4ee5\u4eba\u624b\u5904\u7406\u603b\u5206\u7c7b\u5e10\u3002\u7535\u5b50\u8bd5\u7b97\u8868\u786e\u5b9e\u81ea\u52a8\u5316\u4e86\u90e8\u5206\u8bb0\u5e10\u5de5\u4f5c\uff0c\u4f46\u8ba1\u7b97\u6210\u672c\u5927\u5e45\u964d\u4f4e\u540e\uff0c\u4f01\u4e1a\u5f97\u4ee5\u8fdb\u884c\u66f4\u590d\u6742\u7684\u8d22\u52a1\u5efa\u6a21\u4e0e\u9884\u6d4b\u3002\u7ed3\u679c\u867d\u6709\u804c\u4f4d\u6d88\u5931\uff0c\u5374\u50ac\u751f\u66f4\u591a\u4f1a\u8ba1\u5e08\u3001\u8d22\u52a1\u5206\u6790\u5e08\u4e0e\u5546\u4e1a\u987e\u95ee\u3002\u53ef\u89c1\u79d1\u6280\u5e76\u672a\u8ba9\u7ecf\u6d4e\u6d3b\u52a8\u7f29\u5c0f\uff0c\u800c\u6269\u5927\u4e86\u5206\u6790\u4e0e\u51b3\u7b56\u7684\u8303\u56f4\u3002 \u963f\u6770\u59c6\u5965\u5362\u5f3a\u8c03\uff0c\u95ee\u9898\u5728\u4e8e\u5f53\u4ee3 AI \u662f\u5426\u4ecd\u4f1a\u9075\u5faa\u8fd9\u79cd\u201c\u521b\u9020\u65b0\u4efb\u52a1\u201d\u7684\u8def\u5f84\uff0c\u8fd8\u662f\u4ec5\u4ec5\u5c06\u65e2\u6709\u4efb\u52a1\u81ea\u52a8\u5316\uff0c\u5bfc\u81f4\u52b3\u52a8\u9700\u6c42\u840e\u7f29\u3002 \u63a8\u52a8\u653f\u7b56\u5c06 AI \u5f15\u5411\u4eb2\u52b3\u5de5\u65b9\u5411 \u4e0a\u8ff03\u4f4d\u7ecf\u6d4e\u5b66\u5bb6\u8ba4\u4e3a\uff0c\u5e02\u573a\u529b\u91cf\u672c\u8eab\u672a\u5fc5\u4f1a\u81ea\u52a8\u5bfc\u5411\u589e\u5f3a\u578b\u6280\u672f\u3002\u4f01\u4e1a\u5f80\u5f80\u57fa\u4e8e\u6210\u672c\u8003\u91cf\u4e0e\u7a0e\u5236\u8bf1\u56e0\uff0c\u9009\u62e9\u66ff\u4ee3\u52b3\u5de5\u7684\u65b9\u6848\u3002\u56e0\u6b64\uff0c\u5236\u5ea6\u8bbe\u8ba1\u81f3\u5173\u91cd\u8981\uff0c\u5176\u4e2d\u5305\u62ec\u4e0b\u5217\u91cd\u70b9\u3002 \u4e00\u3001\u6d88\u9664\u5bf9\u673a\u5668\u7684\u9690\u6027\u7a0e\u52a1\u8865\u8d34 \u73b0\u884c\u7a0e\u5236\u4e0b\uff0c\u96c7\u4e3b\u9700\u8d1f\u62c5\u793e\u4f1a\u4fdd\u9669\u4e0e\u533b\u7597\u4fdd\u9669\u6210\u672c\uff1b\u8d2d\u4e70\u673a\u5668\u4e0e\u8f6f\u4ef6\u5374\u53ef\u6298\u65e7\u62b5\u7a0e\u3002\u8fd9\u79cd\u4e0d\u5bf9\u79f0\u5bb9\u6613\u9020\u6210\u5e73\u5eb8\u81ea\u52a8\u5316\uff08so-so automation\uff09\uff0c\u5373\u4fbf\u6548\u7387\u63d0\u5347\u6709\u9650\uff0c\u4e5f\u4f1a\u4e3a\u6c42\u8282\u7701\u7a0e\u6b3e\u800c\u88c1\u5458\u3002 \u6539\u9769\u7a0e\u5236\u65b9\u5411\u5e94\u62c9\u5e73\u8d44\u672c\u4e0e\u52b3\u52a8\u7684\u7a0e\u8d1f\uff0c\u4f7f\u4f01\u4e1a\u51b3\u7b56\u57fa\u4e8e\u771f\u5b9e\u751f\u4ea7\u529b\u589e\u51cf\uff0c\u800c\u975e\u7a0e\u52a1\u8d1f\u62c5\u3002 \u4e8c\u3001\u5f15\u5bfc\u79d1\u7814\u8d44\u91d1 \u652f\u6301\u4e92\u8865\u578b AI \u521b\u6295\u8d44\u91d1\u504f\u597d\u80fd\u5168\u9762\u53d6\u4ee3\u4eba\u7c7b\u7684\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08artificial general intelligence\uff09\u3002\u963f\u6770\u59c6\u5965\u5362\u4e3b\u5f20\uff0c\u653f\u5e9c\u79d1\u7814\u8d44\u52a9\u5e94\u4f18\u5148\u652f\u6301\u4e0e\u4eba\u7c7b\u6280\u80fd\u4e92\u8865\u3001\u80fd\u521b\u9020\u65b0\u4efb\u52a1\u7684\u9879\u76ee\uff0c\u800c\u975e\u5355\u7eaf\u8ffd\u6c42\u81ea\u52a8\u5316\u3002 \u4e09\u3001\u8d4b\u4e88\u52b3\u5de5\u53c2\u4e0e\u6743 \u82e5\u91c7\u7528AI \u53ea\u7531\u9ad8\u7ea7\u4e3b\u7ba1\u4e0e\u5de5\u7a0b\u5e08\u51b3\u5b9a\uff0c\u5176\u76ee\u7684\u5f80\u5f80\u662f\u76d1\u63a7\u4e0e\u524a\u51cf\u6210\u672c\u3002\u5e94\u5f3a\u5316\u5de5\u4f1a\u4e0e\u52b3\u5de5\u4ee3\u8868\u5236\u5ea6\uff0c\u8ba9\u524d\u7ebf\u5458\u5de5\u53c2\u4e0e AI \u8bbe\u8ba1\u4e0e\u90e8\u7f72\uff0c\u4f7f\u6280\u672f\u771f\u6b63\u89e3\u51b3\u5de5\u4f5c\u73b0\u573a\u95ee\u9898\uff0c\u800c\u975e\u6210\u4e3a\u88c1\u5458\u673a\u5668\u3002 \u56db\u3001\u53cd\u5784\u65ad\u4e0e\u79d1\u6280\u6743\u529b\u5206\u6563 AI \u53d1\u5c55\u9ad8\u5ea6\u96c6\u4e2d\u4e8e\u5c11\u6570\u79d1\u6280\u5de8\u5934\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u5c31\u4f1a\u504f\u5411\u89c4\u6a21\u5316\u4e0e\u81ea\u52a8\u5316\u3002\u900f\u8fc7\u53cd\u5784\u65ad\u6267\u6cd5\u4e0e\u9650\u5236\u5e76\u8d2d\uff0c\u53ef\u4e3a\u591a\u5143\u5546\u4e1a\u6a21\u5f0f\u521b\u9020\u7a7a\u95f4\u3002 \u4e94\u3001\u5efa\u7acb\u201c\u6570\u636e\u5c0a\u4e25\u201d\uff08data dignity\uff09 AI \u80fd\u529b\u5efa\u7acb\u5728\u4eba\u7c7b\u957f\u671f\u7d2f\u79ef\u7684\u6587\u5b57\u3001\u7a0b\u5f0f\u4e0e\u521b\u4f5c \u6570\u636e\u4e4b\u4e0a\u3002\u5e94\u627f\u8ba4\u521b\u4f5c\u8005\u5bf9\u8bad\u7ec3\u6570\u636e\u7684\u8d21\u732e\uff0c\u5efa\u7acb\u8865\u507f\u4e0e\u5206\u6da6\u673a\u5236\uff0c\u907f\u514d AI \u516c\u53f8\u65e0\u507f\u6c72\u53d6\u539f\u521b\u8005\u6210\u679c\uff0c\u5e76\u8fdb\u4e00\u6b65\u53d6\u4ee3\u539f\u521b\u8005\u3002 \u516d\u3001\u6539\u53d8\u79d1\u6280\u6587\u5316\u53d9\u4e8b \u76ee\u524d\u79d1\u6280\u754c\u5c06\u201c\u4eba\u7c7b\u540c\u7b49\u80fd\u529b\u201d\uff08human parity\uff09\u89c6\u4e3a\u6700\u9ad8\u76ee\u6807\u3002\u963f\u6770\u59c6\u5965\u5362\u4e3b\u5f20\u5e94\u8f6c\u5411\u201c\u673a\u5668\u5bf9\u4eba\u7c7b\u7684\u6709\u7528\u7a0b\u5ea6\u201d\uff08machine\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/pro-worker-ai-reshaping-work-in-an-automated-era\/\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2026-04-29T07:44:47+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2026-04-29T08:15:08+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:title\" content=\"\u4eb2\u52b3\u5de5\u4eba\u5de5\u667a\u80fd\uff1a\u5728\u81ea\u52a8\u5316\u6d6a\u6f6e\u4e2d\u91cd\u5851\u5de5\u4f5c - HKU Business School\" \/>\n\t\t<meta name=\"twitter:description\" content=\"\u8fd1\u5e74\uff0c\u4e00\u4e9b\u5b66\u8005\u79ef\u6781\u5021\u8bae\u540d\u4e3a\u201c\u4eb2\u52b3\u5de5\u4eba\u5de5\u667a\u80fd\u201d\uff08pro-worker AI\uff09\u7684\u53d1\u5c55\u65b9\u5411\u3002\u4ed6\u4eec\u7684\u6838\u5fc3\u4e3b\u5f20\u5e76\u975e\u53cd\u5bf9\u79d1\u6280\u6216\u4eba\u5de5\u667a\u80fd\u672c\u8eab\uff0c\u800c\u662f\u8d28\u7591\u8fc7\u53bb\u6570\u5341\u5e74\u79d1\u6280\u8fdb\u6b65\u7684\u504f\u5411\uff1a\u6280\u672f\u53d1\u5c55\u8fc7\u5ea6\u96c6\u4e2d\u4e8e\u81ea\u52a8\u5316\uff08automation\uff09\uff0c\u4ea6\u5373\u5229\u7528\u673a\u5668\u53d6\u4ee3\u4eba\u529b\u4ee5\u964d\u4f4e\u6210\u672c\uff0c\u800c\u975e\u589e\u5f3a\uff08augmentation\uff09\u4eba\u7c7b\u80fd\u529b\u3002\u3010\u6ce8\u3011 \u5b66\u8005\u4eec\u5982\u7f8e\u56fd\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7ecf\u6d4e\u5b66\u5bb6\u963f\u6770\u59c6\u5965\u5362\uff08Daron Acemoglu\uff0c2024 \u5e74\u8bfa\u8d1d\u5c14\u7ecf\u6d4e\u5b66\u5956\u5f97\u4e3b\uff09\u4e0e\u5176\u957f\u671f\u5408\u4f5c\u8005\u7ea6\u7ff0\u900a\uff08 Simon Johnson\u540c\u5e74\u8bfa\u8d1d\u5c14\u7ecf\u6d4e\u5b66\u5956\u53e6\u4e00\u5f97\u4e3b\uff09\uff0c\u4ee5\u53ca\u8457\u540d\u52b3\u52a8\u7ecf\u6d4e\u5b66\u5bb6\u5965\u7279\u5c14\uff08David Autor \uff09\u7b49\u8ba4\u4e3a\uff0c\u8fd1\u6570\u5341\u5e74\u6765\u7684\u6570\u5b57\u9769\u547d\u867d\u7136\u63d0\u5347\u4e86\u4f01\u4e1a\u6548\u7387\u4e0e\u8d44\u672c\u62a5\u916c\u7387\uff0c\u5374\u540c\u65f6\u9020\u6210\u4e2d\u4ea7\u9636\u7ea7\u5de5\u4f5c\u673a\u4f1a\u6d41\u5931\u3001\u85aa\u8d44\u589e\u957f\u505c\u6ede\uff0c\u4ee5\u53ca\u6240\u5f97\u4e0e\u8d22\u5bcc\u5dee\u8ddd\u6269\u5927\u3002\u4e0d\u8fc7\uff0c\u95ee\u9898\u4e0d\u5728\u4e8e\u79d1\u6280\u8fdb\u6b65\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u79d1\u6280\u8bbe\u8ba1\u4e0e\u5e94\u7528\u7684\u65b9\u5f0f\u3002AI \u672a\u5fc5\u662f\u53d6\u4ee3\u4eba\u7c7b\u7684\u5de5\u5177\uff1b\u5b83\u4e5f\u53ef\u4ee5\u4f5c\u4e3a\u63d0\u5347\u4eba\u7c7b\u751f\u4ea7\u529b\u3001\u521b\u9020\u65b0\u4efb\u52a1\uff08new tasks\uff09\u4e0e\u65b0\u4ea7\u4e1a\u7684\u52a9\u529b\u3002 \u79d1\u6280\u5982\u4f55\u521b\u9020\u65b0\u4efb\u52a1 \u7ecf\u6d4e\u53f2\u5728\u8fd9\u65b9\u9762\u63d0\u4f9b\u4e86\u91cd\u8981\u7ebf\u7d22\u3002\u4e3a\u4f55\u5de5\u4e1a\u9769\u547d\u3001\u7535\u6c14\u5316\u6216\u8d44\u8baf\u9769\u547d\u6ca1\u6709\u5bfc\u81f4\u957f\u671f\u5927\u89c4\u6a21\u5931\u4e1a\uff1f\u5173\u952e\u7cfb\u4e8e\u79d1\u6280\u5728\u6dd8\u6c70\u65e7\u804c\u4f4d\u65f6\uff0c\u4e5f\u521b\u9020\u4e86\u5927\u91cf\u65b0\u4efb\u52a1\uff0c\u800c\u8fd9\u4e9b\u4efb\u52a1\u9700\u8981\u4eba\u7c7b\u7684\u5224\u65ad\u529b\u3001\u534f\u8c03\u80fd\u529b\u4e0e\u521b\u9020\u529b\u3002 \u7535\u52a8\u9a6c\u8fbe\u4e0e\u5de5\u5382\u91cd\u7ec4\uff081910\u20131920 \u5e74\u4ee3\uff09 \u84b8\u6c7d\u673a\u65f6\u4ee3\u7684\u5de5\u5382\u4f9d\u8d56\u5355\u4e00\u4e2d\u592e\u52a8\u529b\u6765\u6e90\uff0c\u900f\u8fc7\u76ae\u5e26\u4e0e\u8f6c\u8f74\u4f20\u8f93\u52a8\u529b\u3002\u5de5\u5382\u5e03\u5c40\u50f5\u5316\uff0c\u5de5\u4eba\u53ea\u80fd\u914d\u5408\u673a\u5668\u8282\u594f\uff0c\u73af\u5883\u5371\u9669\u4e14\u6548\u7387\u6709\u9650\u3002\u5f53\u7535\u529b\u666e\u53ca\u540e\uff0c\u6bcf\u53f0\u673a\u5668\u914d\u5907\u72ec\u7acb\u7535\u52a8\u9a6c\u8fbe\uff0c\u5de5\u5382\u5f97\u4ee5\u6309\u7167\u751f\u4ea7\u6d41\u7a0b\u91cd\u65b0\u8bbe\u8ba1\uff0c\u50ac\u751f\u51fa\u6d41\u6c34\u7ebf\u5236\u5ea6\u3002\u8fd9\u4e0d\u4ec5\u6ca1\u6709\u4ee4\u5de5\u4eba\u88ab\u53d6\u4ee3\uff0c\u53cd\u800c\u589e\u6dfb\u8bbe\u5907\u7ef4\u4fee\u3001\u6d41\u7a0b\u7ba1\u7406\u3001\u54c1\u8d28\u63a7\u5236\u7b49\u65b0\u804c\u52a1\u3002\u663e\u800c\u6613\u89c1\uff0c\u6280\u672f\u91cd\u7ec4\u4e86\u751f\u4ea7\u8fc7\u7a0b\u4ee5\u81f3\u52b3\u52a8\u5206\u5de5\u3002 \u7535\u52a8\u673a\u68b0\u5f3a\u5316\u7269\u7406\u5c42\u9762\u6548\u80fd \u8d77\u91cd\u673a\u3001\u63a8\u571f\u673a\u3001\u7535\u94bb\u7b49\u5de5\u5177\u5e76\u672a\u6709\u628a\u5efa\u7b51\u5de5\u5730\u8f6c\u53d8\u4e3a\u81ea\u52a8\u5316\uff0c\u800c\u6210\u4e3a\u4e86\u5de5\u4eba\u7684\u5ef6\u4f38\u3002\u8b6c\u5982\u4e00\u540d\u91cd\u578b\u673a\u68b0\u64cd\u4f5c\u5458\uff0c\u5176\u4ea7\u51fa\u5c31\u53ef\u80fd\u662f\u4f53\u529b\u52b3\u52a8\u8005\u7684\u6570\u5341\u751a\u81f3\u4e0a\u767e\u500d\u3002\u7531\u4e8e\u5de5\u4eba\u521b\u9020\u7684\u7ecf\u6d4e\u4ef7\u503c\u63d0\u5347\uff0c\u4f01\u4e1a\u5728\u5e02\u573a\u7ade\u4e89\u4e0e\u5de5\u4f1a\u538b\u529b\u4e0b\u5f80\u5f80\u987b\u4ed8\u66f4\u9ad8\u85aa\u8d44\u3002\u8fd9\u6b63\u662f\u201c\u589e\u5f3a\u578b\u6280\u672f\u201d\u7684\u5178\u8303\uff1a\u4eba\u7c7b\u5728\u751f\u4ea7\u8fc7\u7a0b\u4e2d\u4ecd\u5904\u4e8e\u6838\u5fc3\u4f4d\u7f6e\uff0c\u800c\u80fd\u529b\u66f4\u5927\u5e45\u6269\u5c55\u3002 \u7535\u5b50\u8bd5\u7b97\u8868\u4e0e\u77e5\u8bc6\u5de5\u4f5c\u8f6c\u578b 1980 \u5e74\u4ee3\u4e4b\u524d\uff0c\u5927\u91cf\u7c3f\u8bb0\u5458\u8d1f\u8d23\u4ee5\u4eba\u624b\u5904\u7406\u603b\u5206\u7c7b\u5e10\u3002\u7535\u5b50\u8bd5\u7b97\u8868\u786e\u5b9e\u81ea\u52a8\u5316\u4e86\u90e8\u5206\u8bb0\u5e10\u5de5\u4f5c\uff0c\u4f46\u8ba1\u7b97\u6210\u672c\u5927\u5e45\u964d\u4f4e\u540e\uff0c\u4f01\u4e1a\u5f97\u4ee5\u8fdb\u884c\u66f4\u590d\u6742\u7684\u8d22\u52a1\u5efa\u6a21\u4e0e\u9884\u6d4b\u3002\u7ed3\u679c\u867d\u6709\u804c\u4f4d\u6d88\u5931\uff0c\u5374\u50ac\u751f\u66f4\u591a\u4f1a\u8ba1\u5e08\u3001\u8d22\u52a1\u5206\u6790\u5e08\u4e0e\u5546\u4e1a\u987e\u95ee\u3002\u53ef\u89c1\u79d1\u6280\u5e76\u672a\u8ba9\u7ecf\u6d4e\u6d3b\u52a8\u7f29\u5c0f\uff0c\u800c\u6269\u5927\u4e86\u5206\u6790\u4e0e\u51b3\u7b56\u7684\u8303\u56f4\u3002 \u963f\u6770\u59c6\u5965\u5362\u5f3a\u8c03\uff0c\u95ee\u9898\u5728\u4e8e\u5f53\u4ee3 AI \u662f\u5426\u4ecd\u4f1a\u9075\u5faa\u8fd9\u79cd\u201c\u521b\u9020\u65b0\u4efb\u52a1\u201d\u7684\u8def\u5f84\uff0c\u8fd8\u662f\u4ec5\u4ec5\u5c06\u65e2\u6709\u4efb\u52a1\u81ea\u52a8\u5316\uff0c\u5bfc\u81f4\u52b3\u52a8\u9700\u6c42\u840e\u7f29\u3002 \u63a8\u52a8\u653f\u7b56\u5c06 AI \u5f15\u5411\u4eb2\u52b3\u5de5\u65b9\u5411 \u4e0a\u8ff03\u4f4d\u7ecf\u6d4e\u5b66\u5bb6\u8ba4\u4e3a\uff0c\u5e02\u573a\u529b\u91cf\u672c\u8eab\u672a\u5fc5\u4f1a\u81ea\u52a8\u5bfc\u5411\u589e\u5f3a\u578b\u6280\u672f\u3002\u4f01\u4e1a\u5f80\u5f80\u57fa\u4e8e\u6210\u672c\u8003\u91cf\u4e0e\u7a0e\u5236\u8bf1\u56e0\uff0c\u9009\u62e9\u66ff\u4ee3\u52b3\u5de5\u7684\u65b9\u6848\u3002\u56e0\u6b64\uff0c\u5236\u5ea6\u8bbe\u8ba1\u81f3\u5173\u91cd\u8981\uff0c\u5176\u4e2d\u5305\u62ec\u4e0b\u5217\u91cd\u70b9\u3002 \u4e00\u3001\u6d88\u9664\u5bf9\u673a\u5668\u7684\u9690\u6027\u7a0e\u52a1\u8865\u8d34 \u73b0\u884c\u7a0e\u5236\u4e0b\uff0c\u96c7\u4e3b\u9700\u8d1f\u62c5\u793e\u4f1a\u4fdd\u9669\u4e0e\u533b\u7597\u4fdd\u9669\u6210\u672c\uff1b\u8d2d\u4e70\u673a\u5668\u4e0e\u8f6f\u4ef6\u5374\u53ef\u6298\u65e7\u62b5\u7a0e\u3002\u8fd9\u79cd\u4e0d\u5bf9\u79f0\u5bb9\u6613\u9020\u6210\u5e73\u5eb8\u81ea\u52a8\u5316\uff08so-so automation\uff09\uff0c\u5373\u4fbf\u6548\u7387\u63d0\u5347\u6709\u9650\uff0c\u4e5f\u4f1a\u4e3a\u6c42\u8282\u7701\u7a0e\u6b3e\u800c\u88c1\u5458\u3002 \u6539\u9769\u7a0e\u5236\u65b9\u5411\u5e94\u62c9\u5e73\u8d44\u672c\u4e0e\u52b3\u52a8\u7684\u7a0e\u8d1f\uff0c\u4f7f\u4f01\u4e1a\u51b3\u7b56\u57fa\u4e8e\u771f\u5b9e\u751f\u4ea7\u529b\u589e\u51cf\uff0c\u800c\u975e\u7a0e\u52a1\u8d1f\u62c5\u3002 \u4e8c\u3001\u5f15\u5bfc\u79d1\u7814\u8d44\u91d1 \u652f\u6301\u4e92\u8865\u578b AI \u521b\u6295\u8d44\u91d1\u504f\u597d\u80fd\u5168\u9762\u53d6\u4ee3\u4eba\u7c7b\u7684\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08artificial general intelligence\uff09\u3002\u963f\u6770\u59c6\u5965\u5362\u4e3b\u5f20\uff0c\u653f\u5e9c\u79d1\u7814\u8d44\u52a9\u5e94\u4f18\u5148\u652f\u6301\u4e0e\u4eba\u7c7b\u6280\u80fd\u4e92\u8865\u3001\u80fd\u521b\u9020\u65b0\u4efb\u52a1\u7684\u9879\u76ee\uff0c\u800c\u975e\u5355\u7eaf\u8ffd\u6c42\u81ea\u52a8\u5316\u3002 \u4e09\u3001\u8d4b\u4e88\u52b3\u5de5\u53c2\u4e0e\u6743 \u82e5\u91c7\u7528AI \u53ea\u7531\u9ad8\u7ea7\u4e3b\u7ba1\u4e0e\u5de5\u7a0b\u5e08\u51b3\u5b9a\uff0c\u5176\u76ee\u7684\u5f80\u5f80\u662f\u76d1\u63a7\u4e0e\u524a\u51cf\u6210\u672c\u3002\u5e94\u5f3a\u5316\u5de5\u4f1a\u4e0e\u52b3\u5de5\u4ee3\u8868\u5236\u5ea6\uff0c\u8ba9\u524d\u7ebf\u5458\u5de5\u53c2\u4e0e AI \u8bbe\u8ba1\u4e0e\u90e8\u7f72\uff0c\u4f7f\u6280\u672f\u771f\u6b63\u89e3\u51b3\u5de5\u4f5c\u73b0\u573a\u95ee\u9898\uff0c\u800c\u975e\u6210\u4e3a\u88c1\u5458\u673a\u5668\u3002 \u56db\u3001\u53cd\u5784\u65ad\u4e0e\u79d1\u6280\u6743\u529b\u5206\u6563 AI \u53d1\u5c55\u9ad8\u5ea6\u96c6\u4e2d\u4e8e\u5c11\u6570\u79d1\u6280\u5de8\u5934\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u5c31\u4f1a\u504f\u5411\u89c4\u6a21\u5316\u4e0e\u81ea\u52a8\u5316\u3002\u900f\u8fc7\u53cd\u5784\u65ad\u6267\u6cd5\u4e0e\u9650\u5236\u5e76\u8d2d\uff0c\u53ef\u4e3a\u591a\u5143\u5546\u4e1a\u6a21\u5f0f\u521b\u9020\u7a7a\u95f4\u3002 \u4e94\u3001\u5efa\u7acb\u201c\u6570\u636e\u5c0a\u4e25\u201d\uff08data dignity\uff09 AI \u80fd\u529b\u5efa\u7acb\u5728\u4eba\u7c7b\u957f\u671f\u7d2f\u79ef\u7684\u6587\u5b57\u3001\u7a0b\u5f0f\u4e0e\u521b\u4f5c \u6570\u636e\u4e4b\u4e0a\u3002\u5e94\u627f\u8ba4\u521b\u4f5c\u8005\u5bf9\u8bad\u7ec3\u6570\u636e\u7684\u8d21\u732e\uff0c\u5efa\u7acb\u8865\u507f\u4e0e\u5206\u6da6\u673a\u5236\uff0c\u907f\u514d AI \u516c\u53f8\u65e0\u507f\u6c72\u53d6\u539f\u521b\u8005\u6210\u679c\uff0c\u5e76\u8fdb\u4e00\u6b65\u53d6\u4ee3\u539f\u521b\u8005\u3002 \u516d\u3001\u6539\u53d8\u79d1\u6280\u6587\u5316\u53d9\u4e8b \u76ee\u524d\u79d1\u6280\u754c\u5c06\u201c\u4eba\u7c7b\u540c\u7b49\u80fd\u529b\u201d\uff08human parity\uff09\u89c6\u4e3a\u6700\u9ad8\u76ee\u6807\u3002\u963f\u6770\u59c6\u5965\u5362\u4e3b\u5f20\u5e94\u8f6c\u5411\u201c\u673a\u5668\u5bf9\u4eba\u7c7b\u7684\u6709\u7528\u7a0b\u5ea6\u201d\uff08machine\" \/>\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\\\/pro-worker-ai-reshaping-work-in-an-automated-era\\\/#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\\\/pro-worker-ai-reshaping-work-in-an-automated-era\\\/#listItem\",\"name\":\"\\u4eb2\\u52b3\\u5de5\\u4eba\\u5de5\\u667a\\u80fd\\uff1a\\u5728\\u81ea\\u52a8\\u5316\\u6d6a\\u6f6e\\u4e2d\\u91cd\\u5851\\u5de5\\u4f5c\"},\"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\\\/pro-worker-ai-reshaping-work-in-an-automated-era\\\/#listItem\",\"position\":3,\"name\":\"\\u4eb2\\u52b3\\u5de5\\u4eba\\u5de5\\u667a\\u80fd\\uff1a\\u5728\\u81ea\\u52a8\\u5316\\u6d6a\\u6f6e\\u4e2d\\u91cd\\u5851\\u5de5\\u4f5c\",\"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\\\/pro-worker-ai-reshaping-work-in-an-automated-era\\\/#webpage\",\"url\":\"https:\\\/\\\/www.hkubs.hku.hk\\\/sc\\\/research\\\/thought-leadership\\\/hkej-column\\\/pro-worker-ai-reshaping-work-in-an-automated-era\\\/\",\"name\":\"\\u4eb2\\u52b3\\u5de5\\u4eba\\u5de5\\u667a\\u80fd\\uff1a\\u5728\\u81ea\\u52a8\\u5316\\u6d6a\\u6f6e\\u4e2d\\u91cd\\u5851\\u5de5\\u4f5c - HKU Business School\",\"description\":\"\\u8fd1\\u5e74\\uff0c\\u4e00\\u4e9b\\u5b66\\u8005\\u79ef\\u6781\\u5021\\u8bae\\u540d\\u4e3a\\u201c\\u4eb2\\u52b3\\u5de5\\u4eba\\u5de5\\u667a\\u80fd\\u201d\\uff08pro-worker AI\\uff09\\u7684\\u53d1\\u5c55\\u65b9\\u5411\\u3002\\u4ed6\\u4eec\\u7684\\u6838\\u5fc3\\u4e3b\\u5f20\\u5e76\\u975e\\u53cd\\u5bf9\\u79d1\\u6280\\u6216\\u4eba\\u5de5\\u667a\\u80fd\\u672c\\u8eab\\uff0c\\u800c\\u662f\\u8d28\\u7591\\u8fc7\\u53bb\\u6570\\u5341\\u5e74\\u79d1\\u6280\\u8fdb\\u6b65\\u7684\\u504f\\u5411\\uff1a\\u6280\\u672f\\u53d1\\u5c55\\u8fc7\\u5ea6\\u96c6\\u4e2d\\u4e8e\\u81ea\\u52a8\\u5316\\uff08automation\\uff09\\uff0c\\u4ea6\\u5373\\u5229\\u7528\\u673a\\u5668\\u53d6\\u4ee3\\u4eba\\u529b\\u4ee5\\u964d\\u4f4e\\u6210\\u672c\\uff0c\\u800c\\u975e\\u589e\\u5f3a\\uff08augmentation\\uff09\\u4eba\\u7c7b\\u80fd\\u529b\\u3002\\u3010\\u6ce8\\u3011 \\u5b66\\u8005\\u4eec\\u5982\\u7f8e\\u56fd\\u9ebb\\u7701\\u7406\\u5de5\\u5b66\\u9662\\u7ecf\\u6d4e\\u5b66\\u5bb6\\u963f\\u6770\\u59c6\\u5965\\u5362\\uff08Daron Acemoglu\\uff0c2024 \\u5e74\\u8bfa\\u8d1d\\u5c14\\u7ecf\\u6d4e\\u5b66\\u5956\\u5f97\\u4e3b\\uff09\\u4e0e\\u5176\\u957f\\u671f\\u5408\\u4f5c\\u8005\\u7ea6\\u7ff0\\u900a\\uff08 Simon Johnson\\u540c\\u5e74\\u8bfa\\u8d1d\\u5c14\\u7ecf\\u6d4e\\u5b66\\u5956\\u53e6\\u4e00\\u5f97\\u4e3b\\uff09\\uff0c\\u4ee5\\u53ca\\u8457\\u540d\\u52b3\\u52a8\\u7ecf\\u6d4e\\u5b66\\u5bb6\\u5965\\u7279\\u5c14\\uff08David Autor \\uff09\\u7b49\\u8ba4\\u4e3a\\uff0c\\u8fd1\\u6570\\u5341\\u5e74\\u6765\\u7684\\u6570\\u5b57\\u9769\\u547d\\u867d\\u7136\\u63d0\\u5347\\u4e86\\u4f01\\u4e1a\\u6548\\u7387\\u4e0e\\u8d44\\u672c\\u62a5\\u916c\\u7387\\uff0c\\u5374\\u540c\\u65f6\\u9020\\u6210\\u4e2d\\u4ea7\\u9636\\u7ea7\\u5de5\\u4f5c\\u673a\\u4f1a\\u6d41\\u5931\\u3001\\u85aa\\u8d44\\u589e\\u957f\\u505c\\u6ede\\uff0c\\u4ee5\\u53ca\\u6240\\u5f97\\u4e0e\\u8d22\\u5bcc\\u5dee\\u8ddd\\u6269\\u5927\\u3002\\u4e0d\\u8fc7\\uff0c\\u95ee\\u9898\\u4e0d\\u5728\\u4e8e\\u79d1\\u6280\\u8fdb\\u6b65\\u672c\\u8eab\\uff0c\\u800c\\u5728\\u4e8e\\u79d1\\u6280\\u8bbe\\u8ba1\\u4e0e\\u5e94\\u7528\\u7684\\u65b9\\u5f0f\\u3002AI \\u672a\\u5fc5\\u662f\\u53d6\\u4ee3\\u4eba\\u7c7b\\u7684\\u5de5\\u5177\\uff1b\\u5b83\\u4e5f\\u53ef\\u4ee5\\u4f5c\\u4e3a\\u63d0\\u5347\\u4eba\\u7c7b\\u751f\\u4ea7\\u529b\\u3001\\u521b\\u9020\\u65b0\\u4efb\\u52a1\\uff08new tasks\\uff09\\u4e0e\\u65b0\\u4ea7\\u4e1a\\u7684\\u52a9\\u529b\\u3002 \\u79d1\\u6280\\u5982\\u4f55\\u521b\\u9020\\u65b0\\u4efb\\u52a1 \\u7ecf\\u6d4e\\u53f2\\u5728\\u8fd9\\u65b9\\u9762\\u63d0\\u4f9b\\u4e86\\u91cd\\u8981\\u7ebf\\u7d22\\u3002\\u4e3a\\u4f55\\u5de5\\u4e1a\\u9769\\u547d\\u3001\\u7535\\u6c14\\u5316\\u6216\\u8d44\\u8baf\\u9769\\u547d\\u6ca1\\u6709\\u5bfc\\u81f4\\u957f\\u671f\\u5927\\u89c4\\u6a21\\u5931\\u4e1a\\uff1f\\u5173\\u952e\\u7cfb\\u4e8e\\u79d1\\u6280\\u5728\\u6dd8\\u6c70\\u65e7\\u804c\\u4f4d\\u65f6\\uff0c\\u4e5f\\u521b\\u9020\\u4e86\\u5927\\u91cf\\u65b0\\u4efb\\u52a1\\uff0c\\u800c\\u8fd9\\u4e9b\\u4efb\\u52a1\\u9700\\u8981\\u4eba\\u7c7b\\u7684\\u5224\\u65ad\\u529b\\u3001\\u534f\\u8c03\\u80fd\\u529b\\u4e0e\\u521b\\u9020\\u529b\\u3002 \\u7535\\u52a8\\u9a6c\\u8fbe\\u4e0e\\u5de5\\u5382\\u91cd\\u7ec4\\uff081910\\u20131920 \\u5e74\\u4ee3\\uff09 \\u84b8\\u6c7d\\u673a\\u65f6\\u4ee3\\u7684\\u5de5\\u5382\\u4f9d\\u8d56\\u5355\\u4e00\\u4e2d\\u592e\\u52a8\\u529b\\u6765\\u6e90\\uff0c\\u900f\\u8fc7\\u76ae\\u5e26\\u4e0e\\u8f6c\\u8f74\\u4f20\\u8f93\\u52a8\\u529b\\u3002\\u5de5\\u5382\\u5e03\\u5c40\\u50f5\\u5316\\uff0c\\u5de5\\u4eba\\u53ea\\u80fd\\u914d\\u5408\\u673a\\u5668\\u8282\\u594f\\uff0c\\u73af\\u5883\\u5371\\u9669\\u4e14\\u6548\\u7387\\u6709\\u9650\\u3002\\u5f53\\u7535\\u529b\\u666e\\u53ca\\u540e\\uff0c\\u6bcf\\u53f0\\u673a\\u5668\\u914d\\u5907\\u72ec\\u7acb\\u7535\\u52a8\\u9a6c\\u8fbe\\uff0c\\u5de5\\u5382\\u5f97\\u4ee5\\u6309\\u7167\\u751f\\u4ea7\\u6d41\\u7a0b\\u91cd\\u65b0\\u8bbe\\u8ba1\\uff0c\\u50ac\\u751f\\u51fa\\u6d41\\u6c34\\u7ebf\\u5236\\u5ea6\\u3002\\u8fd9\\u4e0d\\u4ec5\\u6ca1\\u6709\\u4ee4\\u5de5\\u4eba\\u88ab\\u53d6\\u4ee3\\uff0c\\u53cd\\u800c\\u589e\\u6dfb\\u8bbe\\u5907\\u7ef4\\u4fee\\u3001\\u6d41\\u7a0b\\u7ba1\\u7406\\u3001\\u54c1\\u8d28\\u63a7\\u5236\\u7b49\\u65b0\\u804c\\u52a1\\u3002\\u663e\\u800c\\u6613\\u89c1\\uff0c\\u6280\\u672f\\u91cd\\u7ec4\\u4e86\\u751f\\u4ea7\\u8fc7\\u7a0b\\u4ee5\\u81f3\\u52b3\\u52a8\\u5206\\u5de5\\u3002 \\u7535\\u52a8\\u673a\\u68b0\\u5f3a\\u5316\\u7269\\u7406\\u5c42\\u9762\\u6548\\u80fd \\u8d77\\u91cd\\u673a\\u3001\\u63a8\\u571f\\u673a\\u3001\\u7535\\u94bb\\u7b49\\u5de5\\u5177\\u5e76\\u672a\\u6709\\u628a\\u5efa\\u7b51\\u5de5\\u5730\\u8f6c\\u53d8\\u4e3a\\u81ea\\u52a8\\u5316\\uff0c\\u800c\\u6210\\u4e3a\\u4e86\\u5de5\\u4eba\\u7684\\u5ef6\\u4f38\\u3002\\u8b6c\\u5982\\u4e00\\u540d\\u91cd\\u578b\\u673a\\u68b0\\u64cd\\u4f5c\\u5458\\uff0c\\u5176\\u4ea7\\u51fa\\u5c31\\u53ef\\u80fd\\u662f\\u4f53\\u529b\\u52b3\\u52a8\\u8005\\u7684\\u6570\\u5341\\u751a\\u81f3\\u4e0a\\u767e\\u500d\\u3002\\u7531\\u4e8e\\u5de5\\u4eba\\u521b\\u9020\\u7684\\u7ecf\\u6d4e\\u4ef7\\u503c\\u63d0\\u5347\\uff0c\\u4f01\\u4e1a\\u5728\\u5e02\\u573a\\u7ade\\u4e89\\u4e0e\\u5de5\\u4f1a\\u538b\\u529b\\u4e0b\\u5f80\\u5f80\\u987b\\u4ed8\\u66f4\\u9ad8\\u85aa\\u8d44\\u3002\\u8fd9\\u6b63\\u662f\\u201c\\u589e\\u5f3a\\u578b\\u6280\\u672f\\u201d\\u7684\\u5178\\u8303\\uff1a\\u4eba\\u7c7b\\u5728\\u751f\\u4ea7\\u8fc7\\u7a0b\\u4e2d\\u4ecd\\u5904\\u4e8e\\u6838\\u5fc3\\u4f4d\\u7f6e\\uff0c\\u800c\\u80fd\\u529b\\u66f4\\u5927\\u5e45\\u6269\\u5c55\\u3002 \\u7535\\u5b50\\u8bd5\\u7b97\\u8868\\u4e0e\\u77e5\\u8bc6\\u5de5\\u4f5c\\u8f6c\\u578b 1980 \\u5e74\\u4ee3\\u4e4b\\u524d\\uff0c\\u5927\\u91cf\\u7c3f\\u8bb0\\u5458\\u8d1f\\u8d23\\u4ee5\\u4eba\\u624b\\u5904\\u7406\\u603b\\u5206\\u7c7b\\u5e10\\u3002\\u7535\\u5b50\\u8bd5\\u7b97\\u8868\\u786e\\u5b9e\\u81ea\\u52a8\\u5316\\u4e86\\u90e8\\u5206\\u8bb0\\u5e10\\u5de5\\u4f5c\\uff0c\\u4f46\\u8ba1\\u7b97\\u6210\\u672c\\u5927\\u5e45\\u964d\\u4f4e\\u540e\\uff0c\\u4f01\\u4e1a\\u5f97\\u4ee5\\u8fdb\\u884c\\u66f4\\u590d\\u6742\\u7684\\u8d22\\u52a1\\u5efa\\u6a21\\u4e0e\\u9884\\u6d4b\\u3002\\u7ed3\\u679c\\u867d\\u6709\\u804c\\u4f4d\\u6d88\\u5931\\uff0c\\u5374\\u50ac\\u751f\\u66f4\\u591a\\u4f1a\\u8ba1\\u5e08\\u3001\\u8d22\\u52a1\\u5206\\u6790\\u5e08\\u4e0e\\u5546\\u4e1a\\u987e\\u95ee\\u3002\\u53ef\\u89c1\\u79d1\\u6280\\u5e76\\u672a\\u8ba9\\u7ecf\\u6d4e\\u6d3b\\u52a8\\u7f29\\u5c0f\\uff0c\\u800c\\u6269\\u5927\\u4e86\\u5206\\u6790\\u4e0e\\u51b3\\u7b56\\u7684\\u8303\\u56f4\\u3002 \\u963f\\u6770\\u59c6\\u5965\\u5362\\u5f3a\\u8c03\\uff0c\\u95ee\\u9898\\u5728\\u4e8e\\u5f53\\u4ee3 AI \\u662f\\u5426\\u4ecd\\u4f1a\\u9075\\u5faa\\u8fd9\\u79cd\\u201c\\u521b\\u9020\\u65b0\\u4efb\\u52a1\\u201d\\u7684\\u8def\\u5f84\\uff0c\\u8fd8\\u662f\\u4ec5\\u4ec5\\u5c06\\u65e2\\u6709\\u4efb\\u52a1\\u81ea\\u52a8\\u5316\\uff0c\\u5bfc\\u81f4\\u52b3\\u52a8\\u9700\\u6c42\\u840e\\u7f29\\u3002 \\u63a8\\u52a8\\u653f\\u7b56\\u5c06 AI \\u5f15\\u5411\\u4eb2\\u52b3\\u5de5\\u65b9\\u5411 \\u4e0a\\u8ff03\\u4f4d\\u7ecf\\u6d4e\\u5b66\\u5bb6\\u8ba4\\u4e3a\\uff0c\\u5e02\\u573a\\u529b\\u91cf\\u672c\\u8eab\\u672a\\u5fc5\\u4f1a\\u81ea\\u52a8\\u5bfc\\u5411\\u589e\\u5f3a\\u578b\\u6280\\u672f\\u3002\\u4f01\\u4e1a\\u5f80\\u5f80\\u57fa\\u4e8e\\u6210\\u672c\\u8003\\u91cf\\u4e0e\\u7a0e\\u5236\\u8bf1\\u56e0\\uff0c\\u9009\\u62e9\\u66ff\\u4ee3\\u52b3\\u5de5\\u7684\\u65b9\\u6848\\u3002\\u56e0\\u6b64\\uff0c\\u5236\\u5ea6\\u8bbe\\u8ba1\\u81f3\\u5173\\u91cd\\u8981\\uff0c\\u5176\\u4e2d\\u5305\\u62ec\\u4e0b\\u5217\\u91cd\\u70b9\\u3002 \\u4e00\\u3001\\u6d88\\u9664\\u5bf9\\u673a\\u5668\\u7684\\u9690\\u6027\\u7a0e\\u52a1\\u8865\\u8d34 \\u73b0\\u884c\\u7a0e\\u5236\\u4e0b\\uff0c\\u96c7\\u4e3b\\u9700\\u8d1f\\u62c5\\u793e\\u4f1a\\u4fdd\\u9669\\u4e0e\\u533b\\u7597\\u4fdd\\u9669\\u6210\\u672c\\uff1b\\u8d2d\\u4e70\\u673a\\u5668\\u4e0e\\u8f6f\\u4ef6\\u5374\\u53ef\\u6298\\u65e7\\u62b5\\u7a0e\\u3002\\u8fd9\\u79cd\\u4e0d\\u5bf9\\u79f0\\u5bb9\\u6613\\u9020\\u6210\\u5e73\\u5eb8\\u81ea\\u52a8\\u5316\\uff08so-so automation\\uff09\\uff0c\\u5373\\u4fbf\\u6548\\u7387\\u63d0\\u5347\\u6709\\u9650\\uff0c\\u4e5f\\u4f1a\\u4e3a\\u6c42\\u8282\\u7701\\u7a0e\\u6b3e\\u800c\\u88c1\\u5458\\u3002 \\u6539\\u9769\\u7a0e\\u5236\\u65b9\\u5411\\u5e94\\u62c9\\u5e73\\u8d44\\u672c\\u4e0e\\u52b3\\u52a8\\u7684\\u7a0e\\u8d1f\\uff0c\\u4f7f\\u4f01\\u4e1a\\u51b3\\u7b56\\u57fa\\u4e8e\\u771f\\u5b9e\\u751f\\u4ea7\\u529b\\u589e\\u51cf\\uff0c\\u800c\\u975e\\u7a0e\\u52a1\\u8d1f\\u62c5\\u3002 \\u4e8c\\u3001\\u5f15\\u5bfc\\u79d1\\u7814\\u8d44\\u91d1 \\u652f\\u6301\\u4e92\\u8865\\u578b AI \\u521b\\u6295\\u8d44\\u91d1\\u504f\\u597d\\u80fd\\u5168\\u9762\\u53d6\\u4ee3\\u4eba\\u7c7b\\u7684\\u901a\\u7528\\u4eba\\u5de5\\u667a\\u80fd\\uff08artificial general intelligence\\uff09\\u3002\\u963f\\u6770\\u59c6\\u5965\\u5362\\u4e3b\\u5f20\\uff0c\\u653f\\u5e9c\\u79d1\\u7814\\u8d44\\u52a9\\u5e94\\u4f18\\u5148\\u652f\\u6301\\u4e0e\\u4eba\\u7c7b\\u6280\\u80fd\\u4e92\\u8865\\u3001\\u80fd\\u521b\\u9020\\u65b0\\u4efb\\u52a1\\u7684\\u9879\\u76ee\\uff0c\\u800c\\u975e\\u5355\\u7eaf\\u8ffd\\u6c42\\u81ea\\u52a8\\u5316\\u3002 \\u4e09\\u3001\\u8d4b\\u4e88\\u52b3\\u5de5\\u53c2\\u4e0e\\u6743 \\u82e5\\u91c7\\u7528AI \\u53ea\\u7531\\u9ad8\\u7ea7\\u4e3b\\u7ba1\\u4e0e\\u5de5\\u7a0b\\u5e08\\u51b3\\u5b9a\\uff0c\\u5176\\u76ee\\u7684\\u5f80\\u5f80\\u662f\\u76d1\\u63a7\\u4e0e\\u524a\\u51cf\\u6210\\u672c\\u3002\\u5e94\\u5f3a\\u5316\\u5de5\\u4f1a\\u4e0e\\u52b3\\u5de5\\u4ee3\\u8868\\u5236\\u5ea6\\uff0c\\u8ba9\\u524d\\u7ebf\\u5458\\u5de5\\u53c2\\u4e0e AI \\u8bbe\\u8ba1\\u4e0e\\u90e8\\u7f72\\uff0c\\u4f7f\\u6280\\u672f\\u771f\\u6b63\\u89e3\\u51b3\\u5de5\\u4f5c\\u73b0\\u573a\\u95ee\\u9898\\uff0c\\u800c\\u975e\\u6210\\u4e3a\\u88c1\\u5458\\u673a\\u5668\\u3002 \\u56db\\u3001\\u53cd\\u5784\\u65ad\\u4e0e\\u79d1\\u6280\\u6743\\u529b\\u5206\\u6563 AI \\u53d1\\u5c55\\u9ad8\\u5ea6\\u96c6\\u4e2d\\u4e8e\\u5c11\\u6570\\u79d1\\u6280\\u5de8\\u5934\\uff0c\\u5176\\u5546\\u4e1a\\u6a21\\u5f0f\\u5c31\\u4f1a\\u504f\\u5411\\u89c4\\u6a21\\u5316\\u4e0e\\u81ea\\u52a8\\u5316\\u3002\\u900f\\u8fc7\\u53cd\\u5784\\u65ad\\u6267\\u6cd5\\u4e0e\\u9650\\u5236\\u5e76\\u8d2d\\uff0c\\u53ef\\u4e3a\\u591a\\u5143\\u5546\\u4e1a\\u6a21\\u5f0f\\u521b\\u9020\\u7a7a\\u95f4\\u3002 \\u4e94\\u3001\\u5efa\\u7acb\\u201c\\u6570\\u636e\\u5c0a\\u4e25\\u201d\\uff08data dignity\\uff09 AI \\u80fd\\u529b\\u5efa\\u7acb\\u5728\\u4eba\\u7c7b\\u957f\\u671f\\u7d2f\\u79ef\\u7684\\u6587\\u5b57\\u3001\\u7a0b\\u5f0f\\u4e0e\\u521b\\u4f5c \\u6570\\u636e\\u4e4b\\u4e0a\\u3002\\u5e94\\u627f\\u8ba4\\u521b\\u4f5c\\u8005\\u5bf9\\u8bad\\u7ec3\\u6570\\u636e\\u7684\\u8d21\\u732e\\uff0c\\u5efa\\u7acb\\u8865\\u507f\\u4e0e\\u5206\\u6da6\\u673a\\u5236\\uff0c\\u907f\\u514d AI \\u516c\\u53f8\\u65e0\\u507f\\u6c72\\u53d6\\u539f\\u521b\\u8005\\u6210\\u679c\\uff0c\\u5e76\\u8fdb\\u4e00\\u6b65\\u53d6\\u4ee3\\u539f\\u521b\\u8005\\u3002 \\u516d\\u3001\\u6539\\u53d8\\u79d1\\u6280\\u6587\\u5316\\u53d9\\u4e8b \\u76ee\\u524d\\u79d1\\u6280\\u754c\\u5c06\\u201c\\u4eba\\u7c7b\\u540c\\u7b49\\u80fd\\u529b\\u201d\\uff08human parity\\uff09\\u89c6\\u4e3a\\u6700\\u9ad8\\u76ee\\u6807\\u3002\\u963f\\u6770\\u59c6\\u5965\\u5362\\u4e3b\\u5f20\\u5e94\\u8f6c\\u5411\\u201c\\u673a\\u5668\\u5bf9\\u4eba\\u7c7b\\u7684\\u6709\\u7528\\u7a0b\\u5ea6\\u201d\\uff08machine\",\"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\\\/pro-worker-ai-reshaping-work-in-an-automated-era\\\/#breadcrumblist\"},\"datePublished\":\"2026-04-29T15:44:47+08:00\",\"dateModified\":\"2026-04-29T16:15:08+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":"\u4eb2\u52b3\u5de5\u4eba\u5de5\u667a\u80fd\uff1a\u5728\u81ea\u52a8\u5316\u6d6a\u6f6e\u4e2d\u91cd\u5851\u5de5\u4f5c - HKU Business School","description":"\u8fd1\u5e74\uff0c\u4e00\u4e9b\u5b66\u8005\u79ef\u6781\u5021\u8bae\u540d\u4e3a\u201c\u4eb2\u52b3\u5de5\u4eba\u5de5\u667a\u80fd\u201d\uff08pro-worker AI\uff09\u7684\u53d1\u5c55\u65b9\u5411\u3002\u4ed6\u4eec\u7684\u6838\u5fc3\u4e3b\u5f20\u5e76\u975e\u53cd\u5bf9\u79d1\u6280\u6216\u4eba\u5de5\u667a\u80fd\u672c\u8eab\uff0c\u800c\u662f\u8d28\u7591\u8fc7\u53bb\u6570\u5341\u5e74\u79d1\u6280\u8fdb\u6b65\u7684\u504f\u5411\uff1a\u6280\u672f\u53d1\u5c55\u8fc7\u5ea6\u96c6\u4e2d\u4e8e\u81ea\u52a8\u5316\uff08automation\uff09\uff0c\u4ea6\u5373\u5229\u7528\u673a\u5668\u53d6\u4ee3\u4eba\u529b\u4ee5\u964d\u4f4e\u6210\u672c\uff0c\u800c\u975e\u589e\u5f3a\uff08augmentation\uff09\u4eba\u7c7b\u80fd\u529b\u3002\u3010\u6ce8\u3011 \u5b66\u8005\u4eec\u5982\u7f8e\u56fd\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7ecf\u6d4e\u5b66\u5bb6\u963f\u6770\u59c6\u5965\u5362\uff08Daron Acemoglu\uff0c2024 \u5e74\u8bfa\u8d1d\u5c14\u7ecf\u6d4e\u5b66\u5956\u5f97\u4e3b\uff09\u4e0e\u5176\u957f\u671f\u5408\u4f5c\u8005\u7ea6\u7ff0\u900a\uff08 Simon Johnson\u540c\u5e74\u8bfa\u8d1d\u5c14\u7ecf\u6d4e\u5b66\u5956\u53e6\u4e00\u5f97\u4e3b\uff09\uff0c\u4ee5\u53ca\u8457\u540d\u52b3\u52a8\u7ecf\u6d4e\u5b66\u5bb6\u5965\u7279\u5c14\uff08David Autor \uff09\u7b49\u8ba4\u4e3a\uff0c\u8fd1\u6570\u5341\u5e74\u6765\u7684\u6570\u5b57\u9769\u547d\u867d\u7136\u63d0\u5347\u4e86\u4f01\u4e1a\u6548\u7387\u4e0e\u8d44\u672c\u62a5\u916c\u7387\uff0c\u5374\u540c\u65f6\u9020\u6210\u4e2d\u4ea7\u9636\u7ea7\u5de5\u4f5c\u673a\u4f1a\u6d41\u5931\u3001\u85aa\u8d44\u589e\u957f\u505c\u6ede\uff0c\u4ee5\u53ca\u6240\u5f97\u4e0e\u8d22\u5bcc\u5dee\u8ddd\u6269\u5927\u3002\u4e0d\u8fc7\uff0c\u95ee\u9898\u4e0d\u5728\u4e8e\u79d1\u6280\u8fdb\u6b65\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u79d1\u6280\u8bbe\u8ba1\u4e0e\u5e94\u7528\u7684\u65b9\u5f0f\u3002AI \u672a\u5fc5\u662f\u53d6\u4ee3\u4eba\u7c7b\u7684\u5de5\u5177\uff1b\u5b83\u4e5f\u53ef\u4ee5\u4f5c\u4e3a\u63d0\u5347\u4eba\u7c7b\u751f\u4ea7\u529b\u3001\u521b\u9020\u65b0\u4efb\u52a1\uff08new tasks\uff09\u4e0e\u65b0\u4ea7\u4e1a\u7684\u52a9\u529b\u3002 \u79d1\u6280\u5982\u4f55\u521b\u9020\u65b0\u4efb\u52a1 \u7ecf\u6d4e\u53f2\u5728\u8fd9\u65b9\u9762\u63d0\u4f9b\u4e86\u91cd\u8981\u7ebf\u7d22\u3002\u4e3a\u4f55\u5de5\u4e1a\u9769\u547d\u3001\u7535\u6c14\u5316\u6216\u8d44\u8baf\u9769\u547d\u6ca1\u6709\u5bfc\u81f4\u957f\u671f\u5927\u89c4\u6a21\u5931\u4e1a\uff1f\u5173\u952e\u7cfb\u4e8e\u79d1\u6280\u5728\u6dd8\u6c70\u65e7\u804c\u4f4d\u65f6\uff0c\u4e5f\u521b\u9020\u4e86\u5927\u91cf\u65b0\u4efb\u52a1\uff0c\u800c\u8fd9\u4e9b\u4efb\u52a1\u9700\u8981\u4eba\u7c7b\u7684\u5224\u65ad\u529b\u3001\u534f\u8c03\u80fd\u529b\u4e0e\u521b\u9020\u529b\u3002 \u7535\u52a8\u9a6c\u8fbe\u4e0e\u5de5\u5382\u91cd\u7ec4\uff081910\u20131920 \u5e74\u4ee3\uff09 \u84b8\u6c7d\u673a\u65f6\u4ee3\u7684\u5de5\u5382\u4f9d\u8d56\u5355\u4e00\u4e2d\u592e\u52a8\u529b\u6765\u6e90\uff0c\u900f\u8fc7\u76ae\u5e26\u4e0e\u8f6c\u8f74\u4f20\u8f93\u52a8\u529b\u3002\u5de5\u5382\u5e03\u5c40\u50f5\u5316\uff0c\u5de5\u4eba\u53ea\u80fd\u914d\u5408\u673a\u5668\u8282\u594f\uff0c\u73af\u5883\u5371\u9669\u4e14\u6548\u7387\u6709\u9650\u3002\u5f53\u7535\u529b\u666e\u53ca\u540e\uff0c\u6bcf\u53f0\u673a\u5668\u914d\u5907\u72ec\u7acb\u7535\u52a8\u9a6c\u8fbe\uff0c\u5de5\u5382\u5f97\u4ee5\u6309\u7167\u751f\u4ea7\u6d41\u7a0b\u91cd\u65b0\u8bbe\u8ba1\uff0c\u50ac\u751f\u51fa\u6d41\u6c34\u7ebf\u5236\u5ea6\u3002\u8fd9\u4e0d\u4ec5\u6ca1\u6709\u4ee4\u5de5\u4eba\u88ab\u53d6\u4ee3\uff0c\u53cd\u800c\u589e\u6dfb\u8bbe\u5907\u7ef4\u4fee\u3001\u6d41\u7a0b\u7ba1\u7406\u3001\u54c1\u8d28\u63a7\u5236\u7b49\u65b0\u804c\u52a1\u3002\u663e\u800c\u6613\u89c1\uff0c\u6280\u672f\u91cd\u7ec4\u4e86\u751f\u4ea7\u8fc7\u7a0b\u4ee5\u81f3\u52b3\u52a8\u5206\u5de5\u3002 \u7535\u52a8\u673a\u68b0\u5f3a\u5316\u7269\u7406\u5c42\u9762\u6548\u80fd \u8d77\u91cd\u673a\u3001\u63a8\u571f\u673a\u3001\u7535\u94bb\u7b49\u5de5\u5177\u5e76\u672a\u6709\u628a\u5efa\u7b51\u5de5\u5730\u8f6c\u53d8\u4e3a\u81ea\u52a8\u5316\uff0c\u800c\u6210\u4e3a\u4e86\u5de5\u4eba\u7684\u5ef6\u4f38\u3002\u8b6c\u5982\u4e00\u540d\u91cd\u578b\u673a\u68b0\u64cd\u4f5c\u5458\uff0c\u5176\u4ea7\u51fa\u5c31\u53ef\u80fd\u662f\u4f53\u529b\u52b3\u52a8\u8005\u7684\u6570\u5341\u751a\u81f3\u4e0a\u767e\u500d\u3002\u7531\u4e8e\u5de5\u4eba\u521b\u9020\u7684\u7ecf\u6d4e\u4ef7\u503c\u63d0\u5347\uff0c\u4f01\u4e1a\u5728\u5e02\u573a\u7ade\u4e89\u4e0e\u5de5\u4f1a\u538b\u529b\u4e0b\u5f80\u5f80\u987b\u4ed8\u66f4\u9ad8\u85aa\u8d44\u3002\u8fd9\u6b63\u662f\u201c\u589e\u5f3a\u578b\u6280\u672f\u201d\u7684\u5178\u8303\uff1a\u4eba\u7c7b\u5728\u751f\u4ea7\u8fc7\u7a0b\u4e2d\u4ecd\u5904\u4e8e\u6838\u5fc3\u4f4d\u7f6e\uff0c\u800c\u80fd\u529b\u66f4\u5927\u5e45\u6269\u5c55\u3002 \u7535\u5b50\u8bd5\u7b97\u8868\u4e0e\u77e5\u8bc6\u5de5\u4f5c\u8f6c\u578b 1980 \u5e74\u4ee3\u4e4b\u524d\uff0c\u5927\u91cf\u7c3f\u8bb0\u5458\u8d1f\u8d23\u4ee5\u4eba\u624b\u5904\u7406\u603b\u5206\u7c7b\u5e10\u3002\u7535\u5b50\u8bd5\u7b97\u8868\u786e\u5b9e\u81ea\u52a8\u5316\u4e86\u90e8\u5206\u8bb0\u5e10\u5de5\u4f5c\uff0c\u4f46\u8ba1\u7b97\u6210\u672c\u5927\u5e45\u964d\u4f4e\u540e\uff0c\u4f01\u4e1a\u5f97\u4ee5\u8fdb\u884c\u66f4\u590d\u6742\u7684\u8d22\u52a1\u5efa\u6a21\u4e0e\u9884\u6d4b\u3002\u7ed3\u679c\u867d\u6709\u804c\u4f4d\u6d88\u5931\uff0c\u5374\u50ac\u751f\u66f4\u591a\u4f1a\u8ba1\u5e08\u3001\u8d22\u52a1\u5206\u6790\u5e08\u4e0e\u5546\u4e1a\u987e\u95ee\u3002\u53ef\u89c1\u79d1\u6280\u5e76\u672a\u8ba9\u7ecf\u6d4e\u6d3b\u52a8\u7f29\u5c0f\uff0c\u800c\u6269\u5927\u4e86\u5206\u6790\u4e0e\u51b3\u7b56\u7684\u8303\u56f4\u3002 \u963f\u6770\u59c6\u5965\u5362\u5f3a\u8c03\uff0c\u95ee\u9898\u5728\u4e8e\u5f53\u4ee3 AI \u662f\u5426\u4ecd\u4f1a\u9075\u5faa\u8fd9\u79cd\u201c\u521b\u9020\u65b0\u4efb\u52a1\u201d\u7684\u8def\u5f84\uff0c\u8fd8\u662f\u4ec5\u4ec5\u5c06\u65e2\u6709\u4efb\u52a1\u81ea\u52a8\u5316\uff0c\u5bfc\u81f4\u52b3\u52a8\u9700\u6c42\u840e\u7f29\u3002 \u63a8\u52a8\u653f\u7b56\u5c06 AI \u5f15\u5411\u4eb2\u52b3\u5de5\u65b9\u5411 \u4e0a\u8ff03\u4f4d\u7ecf\u6d4e\u5b66\u5bb6\u8ba4\u4e3a\uff0c\u5e02\u573a\u529b\u91cf\u672c\u8eab\u672a\u5fc5\u4f1a\u81ea\u52a8\u5bfc\u5411\u589e\u5f3a\u578b\u6280\u672f\u3002\u4f01\u4e1a\u5f80\u5f80\u57fa\u4e8e\u6210\u672c\u8003\u91cf\u4e0e\u7a0e\u5236\u8bf1\u56e0\uff0c\u9009\u62e9\u66ff\u4ee3\u52b3\u5de5\u7684\u65b9\u6848\u3002\u56e0\u6b64\uff0c\u5236\u5ea6\u8bbe\u8ba1\u81f3\u5173\u91cd\u8981\uff0c\u5176\u4e2d\u5305\u62ec\u4e0b\u5217\u91cd\u70b9\u3002 \u4e00\u3001\u6d88\u9664\u5bf9\u673a\u5668\u7684\u9690\u6027\u7a0e\u52a1\u8865\u8d34 \u73b0\u884c\u7a0e\u5236\u4e0b\uff0c\u96c7\u4e3b\u9700\u8d1f\u62c5\u793e\u4f1a\u4fdd\u9669\u4e0e\u533b\u7597\u4fdd\u9669\u6210\u672c\uff1b\u8d2d\u4e70\u673a\u5668\u4e0e\u8f6f\u4ef6\u5374\u53ef\u6298\u65e7\u62b5\u7a0e\u3002\u8fd9\u79cd\u4e0d\u5bf9\u79f0\u5bb9\u6613\u9020\u6210\u5e73\u5eb8\u81ea\u52a8\u5316\uff08so-so automation\uff09\uff0c\u5373\u4fbf\u6548\u7387\u63d0\u5347\u6709\u9650\uff0c\u4e5f\u4f1a\u4e3a\u6c42\u8282\u7701\u7a0e\u6b3e\u800c\u88c1\u5458\u3002 \u6539\u9769\u7a0e\u5236\u65b9\u5411\u5e94\u62c9\u5e73\u8d44\u672c\u4e0e\u52b3\u52a8\u7684\u7a0e\u8d1f\uff0c\u4f7f\u4f01\u4e1a\u51b3\u7b56\u57fa\u4e8e\u771f\u5b9e\u751f\u4ea7\u529b\u589e\u51cf\uff0c\u800c\u975e\u7a0e\u52a1\u8d1f\u62c5\u3002 \u4e8c\u3001\u5f15\u5bfc\u79d1\u7814\u8d44\u91d1 \u652f\u6301\u4e92\u8865\u578b AI \u521b\u6295\u8d44\u91d1\u504f\u597d\u80fd\u5168\u9762\u53d6\u4ee3\u4eba\u7c7b\u7684\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08artificial general intelligence\uff09\u3002\u963f\u6770\u59c6\u5965\u5362\u4e3b\u5f20\uff0c\u653f\u5e9c\u79d1\u7814\u8d44\u52a9\u5e94\u4f18\u5148\u652f\u6301\u4e0e\u4eba\u7c7b\u6280\u80fd\u4e92\u8865\u3001\u80fd\u521b\u9020\u65b0\u4efb\u52a1\u7684\u9879\u76ee\uff0c\u800c\u975e\u5355\u7eaf\u8ffd\u6c42\u81ea\u52a8\u5316\u3002 \u4e09\u3001\u8d4b\u4e88\u52b3\u5de5\u53c2\u4e0e\u6743 \u82e5\u91c7\u7528AI \u53ea\u7531\u9ad8\u7ea7\u4e3b\u7ba1\u4e0e\u5de5\u7a0b\u5e08\u51b3\u5b9a\uff0c\u5176\u76ee\u7684\u5f80\u5f80\u662f\u76d1\u63a7\u4e0e\u524a\u51cf\u6210\u672c\u3002\u5e94\u5f3a\u5316\u5de5\u4f1a\u4e0e\u52b3\u5de5\u4ee3\u8868\u5236\u5ea6\uff0c\u8ba9\u524d\u7ebf\u5458\u5de5\u53c2\u4e0e AI \u8bbe\u8ba1\u4e0e\u90e8\u7f72\uff0c\u4f7f\u6280\u672f\u771f\u6b63\u89e3\u51b3\u5de5\u4f5c\u73b0\u573a\u95ee\u9898\uff0c\u800c\u975e\u6210\u4e3a\u88c1\u5458\u673a\u5668\u3002 \u56db\u3001\u53cd\u5784\u65ad\u4e0e\u79d1\u6280\u6743\u529b\u5206\u6563 AI \u53d1\u5c55\u9ad8\u5ea6\u96c6\u4e2d\u4e8e\u5c11\u6570\u79d1\u6280\u5de8\u5934\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u5c31\u4f1a\u504f\u5411\u89c4\u6a21\u5316\u4e0e\u81ea\u52a8\u5316\u3002\u900f\u8fc7\u53cd\u5784\u65ad\u6267\u6cd5\u4e0e\u9650\u5236\u5e76\u8d2d\uff0c\u53ef\u4e3a\u591a\u5143\u5546\u4e1a\u6a21\u5f0f\u521b\u9020\u7a7a\u95f4\u3002 \u4e94\u3001\u5efa\u7acb\u201c\u6570\u636e\u5c0a\u4e25\u201d\uff08data dignity\uff09 AI \u80fd\u529b\u5efa\u7acb\u5728\u4eba\u7c7b\u957f\u671f\u7d2f\u79ef\u7684\u6587\u5b57\u3001\u7a0b\u5f0f\u4e0e\u521b\u4f5c \u6570\u636e\u4e4b\u4e0a\u3002\u5e94\u627f\u8ba4\u521b\u4f5c\u8005\u5bf9\u8bad\u7ec3\u6570\u636e\u7684\u8d21\u732e\uff0c\u5efa\u7acb\u8865\u507f\u4e0e\u5206\u6da6\u673a\u5236\uff0c\u907f\u514d AI \u516c\u53f8\u65e0\u507f\u6c72\u53d6\u539f\u521b\u8005\u6210\u679c\uff0c\u5e76\u8fdb\u4e00\u6b65\u53d6\u4ee3\u539f\u521b\u8005\u3002 \u516d\u3001\u6539\u53d8\u79d1\u6280\u6587\u5316\u53d9\u4e8b \u76ee\u524d\u79d1\u6280\u754c\u5c06\u201c\u4eba\u7c7b\u540c\u7b49\u80fd\u529b\u201d\uff08human parity\uff09\u89c6\u4e3a\u6700\u9ad8\u76ee\u6807\u3002\u963f\u6770\u59c6\u5965\u5362\u4e3b\u5f20\u5e94\u8f6c\u5411\u201c\u673a\u5668\u5bf9\u4eba\u7c7b\u7684\u6709\u7528\u7a0b\u5ea6\u201d\uff08machine","canonical_url":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/pro-worker-ai-reshaping-work-in-an-automated-era\/","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\/pro-worker-ai-reshaping-work-in-an-automated-era\/#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\/pro-worker-ai-reshaping-work-in-an-automated-era\/#listItem","name":"\u4eb2\u52b3\u5de5\u4eba\u5de5\u667a\u80fd\uff1a\u5728\u81ea\u52a8\u5316\u6d6a\u6f6e\u4e2d\u91cd\u5851\u5de5\u4f5c"},"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\/pro-worker-ai-reshaping-work-in-an-automated-era\/#listItem","position":3,"name":"\u4eb2\u52b3\u5de5\u4eba\u5de5\u667a\u80fd\uff1a\u5728\u81ea\u52a8\u5316\u6d6a\u6f6e\u4e2d\u91cd\u5851\u5de5\u4f5c","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\/pro-worker-ai-reshaping-work-in-an-automated-era\/#webpage","url":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/pro-worker-ai-reshaping-work-in-an-automated-era\/","name":"\u4eb2\u52b3\u5de5\u4eba\u5de5\u667a\u80fd\uff1a\u5728\u81ea\u52a8\u5316\u6d6a\u6f6e\u4e2d\u91cd\u5851\u5de5\u4f5c - HKU Business School","description":"\u8fd1\u5e74\uff0c\u4e00\u4e9b\u5b66\u8005\u79ef\u6781\u5021\u8bae\u540d\u4e3a\u201c\u4eb2\u52b3\u5de5\u4eba\u5de5\u667a\u80fd\u201d\uff08pro-worker AI\uff09\u7684\u53d1\u5c55\u65b9\u5411\u3002\u4ed6\u4eec\u7684\u6838\u5fc3\u4e3b\u5f20\u5e76\u975e\u53cd\u5bf9\u79d1\u6280\u6216\u4eba\u5de5\u667a\u80fd\u672c\u8eab\uff0c\u800c\u662f\u8d28\u7591\u8fc7\u53bb\u6570\u5341\u5e74\u79d1\u6280\u8fdb\u6b65\u7684\u504f\u5411\uff1a\u6280\u672f\u53d1\u5c55\u8fc7\u5ea6\u96c6\u4e2d\u4e8e\u81ea\u52a8\u5316\uff08automation\uff09\uff0c\u4ea6\u5373\u5229\u7528\u673a\u5668\u53d6\u4ee3\u4eba\u529b\u4ee5\u964d\u4f4e\u6210\u672c\uff0c\u800c\u975e\u589e\u5f3a\uff08augmentation\uff09\u4eba\u7c7b\u80fd\u529b\u3002\u3010\u6ce8\u3011 \u5b66\u8005\u4eec\u5982\u7f8e\u56fd\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7ecf\u6d4e\u5b66\u5bb6\u963f\u6770\u59c6\u5965\u5362\uff08Daron Acemoglu\uff0c2024 \u5e74\u8bfa\u8d1d\u5c14\u7ecf\u6d4e\u5b66\u5956\u5f97\u4e3b\uff09\u4e0e\u5176\u957f\u671f\u5408\u4f5c\u8005\u7ea6\u7ff0\u900a\uff08 Simon Johnson\u540c\u5e74\u8bfa\u8d1d\u5c14\u7ecf\u6d4e\u5b66\u5956\u53e6\u4e00\u5f97\u4e3b\uff09\uff0c\u4ee5\u53ca\u8457\u540d\u52b3\u52a8\u7ecf\u6d4e\u5b66\u5bb6\u5965\u7279\u5c14\uff08David Autor \uff09\u7b49\u8ba4\u4e3a\uff0c\u8fd1\u6570\u5341\u5e74\u6765\u7684\u6570\u5b57\u9769\u547d\u867d\u7136\u63d0\u5347\u4e86\u4f01\u4e1a\u6548\u7387\u4e0e\u8d44\u672c\u62a5\u916c\u7387\uff0c\u5374\u540c\u65f6\u9020\u6210\u4e2d\u4ea7\u9636\u7ea7\u5de5\u4f5c\u673a\u4f1a\u6d41\u5931\u3001\u85aa\u8d44\u589e\u957f\u505c\u6ede\uff0c\u4ee5\u53ca\u6240\u5f97\u4e0e\u8d22\u5bcc\u5dee\u8ddd\u6269\u5927\u3002\u4e0d\u8fc7\uff0c\u95ee\u9898\u4e0d\u5728\u4e8e\u79d1\u6280\u8fdb\u6b65\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u79d1\u6280\u8bbe\u8ba1\u4e0e\u5e94\u7528\u7684\u65b9\u5f0f\u3002AI \u672a\u5fc5\u662f\u53d6\u4ee3\u4eba\u7c7b\u7684\u5de5\u5177\uff1b\u5b83\u4e5f\u53ef\u4ee5\u4f5c\u4e3a\u63d0\u5347\u4eba\u7c7b\u751f\u4ea7\u529b\u3001\u521b\u9020\u65b0\u4efb\u52a1\uff08new tasks\uff09\u4e0e\u65b0\u4ea7\u4e1a\u7684\u52a9\u529b\u3002 \u79d1\u6280\u5982\u4f55\u521b\u9020\u65b0\u4efb\u52a1 \u7ecf\u6d4e\u53f2\u5728\u8fd9\u65b9\u9762\u63d0\u4f9b\u4e86\u91cd\u8981\u7ebf\u7d22\u3002\u4e3a\u4f55\u5de5\u4e1a\u9769\u547d\u3001\u7535\u6c14\u5316\u6216\u8d44\u8baf\u9769\u547d\u6ca1\u6709\u5bfc\u81f4\u957f\u671f\u5927\u89c4\u6a21\u5931\u4e1a\uff1f\u5173\u952e\u7cfb\u4e8e\u79d1\u6280\u5728\u6dd8\u6c70\u65e7\u804c\u4f4d\u65f6\uff0c\u4e5f\u521b\u9020\u4e86\u5927\u91cf\u65b0\u4efb\u52a1\uff0c\u800c\u8fd9\u4e9b\u4efb\u52a1\u9700\u8981\u4eba\u7c7b\u7684\u5224\u65ad\u529b\u3001\u534f\u8c03\u80fd\u529b\u4e0e\u521b\u9020\u529b\u3002 \u7535\u52a8\u9a6c\u8fbe\u4e0e\u5de5\u5382\u91cd\u7ec4\uff081910\u20131920 \u5e74\u4ee3\uff09 \u84b8\u6c7d\u673a\u65f6\u4ee3\u7684\u5de5\u5382\u4f9d\u8d56\u5355\u4e00\u4e2d\u592e\u52a8\u529b\u6765\u6e90\uff0c\u900f\u8fc7\u76ae\u5e26\u4e0e\u8f6c\u8f74\u4f20\u8f93\u52a8\u529b\u3002\u5de5\u5382\u5e03\u5c40\u50f5\u5316\uff0c\u5de5\u4eba\u53ea\u80fd\u914d\u5408\u673a\u5668\u8282\u594f\uff0c\u73af\u5883\u5371\u9669\u4e14\u6548\u7387\u6709\u9650\u3002\u5f53\u7535\u529b\u666e\u53ca\u540e\uff0c\u6bcf\u53f0\u673a\u5668\u914d\u5907\u72ec\u7acb\u7535\u52a8\u9a6c\u8fbe\uff0c\u5de5\u5382\u5f97\u4ee5\u6309\u7167\u751f\u4ea7\u6d41\u7a0b\u91cd\u65b0\u8bbe\u8ba1\uff0c\u50ac\u751f\u51fa\u6d41\u6c34\u7ebf\u5236\u5ea6\u3002\u8fd9\u4e0d\u4ec5\u6ca1\u6709\u4ee4\u5de5\u4eba\u88ab\u53d6\u4ee3\uff0c\u53cd\u800c\u589e\u6dfb\u8bbe\u5907\u7ef4\u4fee\u3001\u6d41\u7a0b\u7ba1\u7406\u3001\u54c1\u8d28\u63a7\u5236\u7b49\u65b0\u804c\u52a1\u3002\u663e\u800c\u6613\u89c1\uff0c\u6280\u672f\u91cd\u7ec4\u4e86\u751f\u4ea7\u8fc7\u7a0b\u4ee5\u81f3\u52b3\u52a8\u5206\u5de5\u3002 \u7535\u52a8\u673a\u68b0\u5f3a\u5316\u7269\u7406\u5c42\u9762\u6548\u80fd \u8d77\u91cd\u673a\u3001\u63a8\u571f\u673a\u3001\u7535\u94bb\u7b49\u5de5\u5177\u5e76\u672a\u6709\u628a\u5efa\u7b51\u5de5\u5730\u8f6c\u53d8\u4e3a\u81ea\u52a8\u5316\uff0c\u800c\u6210\u4e3a\u4e86\u5de5\u4eba\u7684\u5ef6\u4f38\u3002\u8b6c\u5982\u4e00\u540d\u91cd\u578b\u673a\u68b0\u64cd\u4f5c\u5458\uff0c\u5176\u4ea7\u51fa\u5c31\u53ef\u80fd\u662f\u4f53\u529b\u52b3\u52a8\u8005\u7684\u6570\u5341\u751a\u81f3\u4e0a\u767e\u500d\u3002\u7531\u4e8e\u5de5\u4eba\u521b\u9020\u7684\u7ecf\u6d4e\u4ef7\u503c\u63d0\u5347\uff0c\u4f01\u4e1a\u5728\u5e02\u573a\u7ade\u4e89\u4e0e\u5de5\u4f1a\u538b\u529b\u4e0b\u5f80\u5f80\u987b\u4ed8\u66f4\u9ad8\u85aa\u8d44\u3002\u8fd9\u6b63\u662f\u201c\u589e\u5f3a\u578b\u6280\u672f\u201d\u7684\u5178\u8303\uff1a\u4eba\u7c7b\u5728\u751f\u4ea7\u8fc7\u7a0b\u4e2d\u4ecd\u5904\u4e8e\u6838\u5fc3\u4f4d\u7f6e\uff0c\u800c\u80fd\u529b\u66f4\u5927\u5e45\u6269\u5c55\u3002 \u7535\u5b50\u8bd5\u7b97\u8868\u4e0e\u77e5\u8bc6\u5de5\u4f5c\u8f6c\u578b 1980 \u5e74\u4ee3\u4e4b\u524d\uff0c\u5927\u91cf\u7c3f\u8bb0\u5458\u8d1f\u8d23\u4ee5\u4eba\u624b\u5904\u7406\u603b\u5206\u7c7b\u5e10\u3002\u7535\u5b50\u8bd5\u7b97\u8868\u786e\u5b9e\u81ea\u52a8\u5316\u4e86\u90e8\u5206\u8bb0\u5e10\u5de5\u4f5c\uff0c\u4f46\u8ba1\u7b97\u6210\u672c\u5927\u5e45\u964d\u4f4e\u540e\uff0c\u4f01\u4e1a\u5f97\u4ee5\u8fdb\u884c\u66f4\u590d\u6742\u7684\u8d22\u52a1\u5efa\u6a21\u4e0e\u9884\u6d4b\u3002\u7ed3\u679c\u867d\u6709\u804c\u4f4d\u6d88\u5931\uff0c\u5374\u50ac\u751f\u66f4\u591a\u4f1a\u8ba1\u5e08\u3001\u8d22\u52a1\u5206\u6790\u5e08\u4e0e\u5546\u4e1a\u987e\u95ee\u3002\u53ef\u89c1\u79d1\u6280\u5e76\u672a\u8ba9\u7ecf\u6d4e\u6d3b\u52a8\u7f29\u5c0f\uff0c\u800c\u6269\u5927\u4e86\u5206\u6790\u4e0e\u51b3\u7b56\u7684\u8303\u56f4\u3002 \u963f\u6770\u59c6\u5965\u5362\u5f3a\u8c03\uff0c\u95ee\u9898\u5728\u4e8e\u5f53\u4ee3 AI \u662f\u5426\u4ecd\u4f1a\u9075\u5faa\u8fd9\u79cd\u201c\u521b\u9020\u65b0\u4efb\u52a1\u201d\u7684\u8def\u5f84\uff0c\u8fd8\u662f\u4ec5\u4ec5\u5c06\u65e2\u6709\u4efb\u52a1\u81ea\u52a8\u5316\uff0c\u5bfc\u81f4\u52b3\u52a8\u9700\u6c42\u840e\u7f29\u3002 \u63a8\u52a8\u653f\u7b56\u5c06 AI \u5f15\u5411\u4eb2\u52b3\u5de5\u65b9\u5411 \u4e0a\u8ff03\u4f4d\u7ecf\u6d4e\u5b66\u5bb6\u8ba4\u4e3a\uff0c\u5e02\u573a\u529b\u91cf\u672c\u8eab\u672a\u5fc5\u4f1a\u81ea\u52a8\u5bfc\u5411\u589e\u5f3a\u578b\u6280\u672f\u3002\u4f01\u4e1a\u5f80\u5f80\u57fa\u4e8e\u6210\u672c\u8003\u91cf\u4e0e\u7a0e\u5236\u8bf1\u56e0\uff0c\u9009\u62e9\u66ff\u4ee3\u52b3\u5de5\u7684\u65b9\u6848\u3002\u56e0\u6b64\uff0c\u5236\u5ea6\u8bbe\u8ba1\u81f3\u5173\u91cd\u8981\uff0c\u5176\u4e2d\u5305\u62ec\u4e0b\u5217\u91cd\u70b9\u3002 \u4e00\u3001\u6d88\u9664\u5bf9\u673a\u5668\u7684\u9690\u6027\u7a0e\u52a1\u8865\u8d34 \u73b0\u884c\u7a0e\u5236\u4e0b\uff0c\u96c7\u4e3b\u9700\u8d1f\u62c5\u793e\u4f1a\u4fdd\u9669\u4e0e\u533b\u7597\u4fdd\u9669\u6210\u672c\uff1b\u8d2d\u4e70\u673a\u5668\u4e0e\u8f6f\u4ef6\u5374\u53ef\u6298\u65e7\u62b5\u7a0e\u3002\u8fd9\u79cd\u4e0d\u5bf9\u79f0\u5bb9\u6613\u9020\u6210\u5e73\u5eb8\u81ea\u52a8\u5316\uff08so-so automation\uff09\uff0c\u5373\u4fbf\u6548\u7387\u63d0\u5347\u6709\u9650\uff0c\u4e5f\u4f1a\u4e3a\u6c42\u8282\u7701\u7a0e\u6b3e\u800c\u88c1\u5458\u3002 \u6539\u9769\u7a0e\u5236\u65b9\u5411\u5e94\u62c9\u5e73\u8d44\u672c\u4e0e\u52b3\u52a8\u7684\u7a0e\u8d1f\uff0c\u4f7f\u4f01\u4e1a\u51b3\u7b56\u57fa\u4e8e\u771f\u5b9e\u751f\u4ea7\u529b\u589e\u51cf\uff0c\u800c\u975e\u7a0e\u52a1\u8d1f\u62c5\u3002 \u4e8c\u3001\u5f15\u5bfc\u79d1\u7814\u8d44\u91d1 \u652f\u6301\u4e92\u8865\u578b AI \u521b\u6295\u8d44\u91d1\u504f\u597d\u80fd\u5168\u9762\u53d6\u4ee3\u4eba\u7c7b\u7684\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08artificial general intelligence\uff09\u3002\u963f\u6770\u59c6\u5965\u5362\u4e3b\u5f20\uff0c\u653f\u5e9c\u79d1\u7814\u8d44\u52a9\u5e94\u4f18\u5148\u652f\u6301\u4e0e\u4eba\u7c7b\u6280\u80fd\u4e92\u8865\u3001\u80fd\u521b\u9020\u65b0\u4efb\u52a1\u7684\u9879\u76ee\uff0c\u800c\u975e\u5355\u7eaf\u8ffd\u6c42\u81ea\u52a8\u5316\u3002 \u4e09\u3001\u8d4b\u4e88\u52b3\u5de5\u53c2\u4e0e\u6743 \u82e5\u91c7\u7528AI \u53ea\u7531\u9ad8\u7ea7\u4e3b\u7ba1\u4e0e\u5de5\u7a0b\u5e08\u51b3\u5b9a\uff0c\u5176\u76ee\u7684\u5f80\u5f80\u662f\u76d1\u63a7\u4e0e\u524a\u51cf\u6210\u672c\u3002\u5e94\u5f3a\u5316\u5de5\u4f1a\u4e0e\u52b3\u5de5\u4ee3\u8868\u5236\u5ea6\uff0c\u8ba9\u524d\u7ebf\u5458\u5de5\u53c2\u4e0e AI \u8bbe\u8ba1\u4e0e\u90e8\u7f72\uff0c\u4f7f\u6280\u672f\u771f\u6b63\u89e3\u51b3\u5de5\u4f5c\u73b0\u573a\u95ee\u9898\uff0c\u800c\u975e\u6210\u4e3a\u88c1\u5458\u673a\u5668\u3002 \u56db\u3001\u53cd\u5784\u65ad\u4e0e\u79d1\u6280\u6743\u529b\u5206\u6563 AI \u53d1\u5c55\u9ad8\u5ea6\u96c6\u4e2d\u4e8e\u5c11\u6570\u79d1\u6280\u5de8\u5934\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u5c31\u4f1a\u504f\u5411\u89c4\u6a21\u5316\u4e0e\u81ea\u52a8\u5316\u3002\u900f\u8fc7\u53cd\u5784\u65ad\u6267\u6cd5\u4e0e\u9650\u5236\u5e76\u8d2d\uff0c\u53ef\u4e3a\u591a\u5143\u5546\u4e1a\u6a21\u5f0f\u521b\u9020\u7a7a\u95f4\u3002 \u4e94\u3001\u5efa\u7acb\u201c\u6570\u636e\u5c0a\u4e25\u201d\uff08data dignity\uff09 AI \u80fd\u529b\u5efa\u7acb\u5728\u4eba\u7c7b\u957f\u671f\u7d2f\u79ef\u7684\u6587\u5b57\u3001\u7a0b\u5f0f\u4e0e\u521b\u4f5c \u6570\u636e\u4e4b\u4e0a\u3002\u5e94\u627f\u8ba4\u521b\u4f5c\u8005\u5bf9\u8bad\u7ec3\u6570\u636e\u7684\u8d21\u732e\uff0c\u5efa\u7acb\u8865\u507f\u4e0e\u5206\u6da6\u673a\u5236\uff0c\u907f\u514d AI \u516c\u53f8\u65e0\u507f\u6c72\u53d6\u539f\u521b\u8005\u6210\u679c\uff0c\u5e76\u8fdb\u4e00\u6b65\u53d6\u4ee3\u539f\u521b\u8005\u3002 \u516d\u3001\u6539\u53d8\u79d1\u6280\u6587\u5316\u53d9\u4e8b \u76ee\u524d\u79d1\u6280\u754c\u5c06\u201c\u4eba\u7c7b\u540c\u7b49\u80fd\u529b\u201d\uff08human parity\uff09\u89c6\u4e3a\u6700\u9ad8\u76ee\u6807\u3002\u963f\u6770\u59c6\u5965\u5362\u4e3b\u5f20\u5e94\u8f6c\u5411\u201c\u673a\u5668\u5bf9\u4eba\u7c7b\u7684\u6709\u7528\u7a0b\u5ea6\u201d\uff08machine","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\/pro-worker-ai-reshaping-work-in-an-automated-era\/#breadcrumblist"},"datePublished":"2026-04-29T15:44:47+08:00","dateModified":"2026-04-29T16:15:08+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":"\u4eb2\u52b3\u5de5\u4eba\u5de5\u667a\u80fd\uff1a\u5728\u81ea\u52a8\u5316\u6d6a\u6f6e\u4e2d\u91cd\u5851\u5de5\u4f5c - HKU Business School","og:description":"\u8fd1\u5e74\uff0c\u4e00\u4e9b\u5b66\u8005\u79ef\u6781\u5021\u8bae\u540d\u4e3a\u201c\u4eb2\u52b3\u5de5\u4eba\u5de5\u667a\u80fd\u201d\uff08pro-worker AI\uff09\u7684\u53d1\u5c55\u65b9\u5411\u3002\u4ed6\u4eec\u7684\u6838\u5fc3\u4e3b\u5f20\u5e76\u975e\u53cd\u5bf9\u79d1\u6280\u6216\u4eba\u5de5\u667a\u80fd\u672c\u8eab\uff0c\u800c\u662f\u8d28\u7591\u8fc7\u53bb\u6570\u5341\u5e74\u79d1\u6280\u8fdb\u6b65\u7684\u504f\u5411\uff1a\u6280\u672f\u53d1\u5c55\u8fc7\u5ea6\u96c6\u4e2d\u4e8e\u81ea\u52a8\u5316\uff08automation\uff09\uff0c\u4ea6\u5373\u5229\u7528\u673a\u5668\u53d6\u4ee3\u4eba\u529b\u4ee5\u964d\u4f4e\u6210\u672c\uff0c\u800c\u975e\u589e\u5f3a\uff08augmentation\uff09\u4eba\u7c7b\u80fd\u529b\u3002\u3010\u6ce8\u3011 \u5b66\u8005\u4eec\u5982\u7f8e\u56fd\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7ecf\u6d4e\u5b66\u5bb6\u963f\u6770\u59c6\u5965\u5362\uff08Daron Acemoglu\uff0c2024 \u5e74\u8bfa\u8d1d\u5c14\u7ecf\u6d4e\u5b66\u5956\u5f97\u4e3b\uff09\u4e0e\u5176\u957f\u671f\u5408\u4f5c\u8005\u7ea6\u7ff0\u900a\uff08 Simon Johnson\u540c\u5e74\u8bfa\u8d1d\u5c14\u7ecf\u6d4e\u5b66\u5956\u53e6\u4e00\u5f97\u4e3b\uff09\uff0c\u4ee5\u53ca\u8457\u540d\u52b3\u52a8\u7ecf\u6d4e\u5b66\u5bb6\u5965\u7279\u5c14\uff08David Autor \uff09\u7b49\u8ba4\u4e3a\uff0c\u8fd1\u6570\u5341\u5e74\u6765\u7684\u6570\u5b57\u9769\u547d\u867d\u7136\u63d0\u5347\u4e86\u4f01\u4e1a\u6548\u7387\u4e0e\u8d44\u672c\u62a5\u916c\u7387\uff0c\u5374\u540c\u65f6\u9020\u6210\u4e2d\u4ea7\u9636\u7ea7\u5de5\u4f5c\u673a\u4f1a\u6d41\u5931\u3001\u85aa\u8d44\u589e\u957f\u505c\u6ede\uff0c\u4ee5\u53ca\u6240\u5f97\u4e0e\u8d22\u5bcc\u5dee\u8ddd\u6269\u5927\u3002\u4e0d\u8fc7\uff0c\u95ee\u9898\u4e0d\u5728\u4e8e\u79d1\u6280\u8fdb\u6b65\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u79d1\u6280\u8bbe\u8ba1\u4e0e\u5e94\u7528\u7684\u65b9\u5f0f\u3002AI \u672a\u5fc5\u662f\u53d6\u4ee3\u4eba\u7c7b\u7684\u5de5\u5177\uff1b\u5b83\u4e5f\u53ef\u4ee5\u4f5c\u4e3a\u63d0\u5347\u4eba\u7c7b\u751f\u4ea7\u529b\u3001\u521b\u9020\u65b0\u4efb\u52a1\uff08new tasks\uff09\u4e0e\u65b0\u4ea7\u4e1a\u7684\u52a9\u529b\u3002 \u79d1\u6280\u5982\u4f55\u521b\u9020\u65b0\u4efb\u52a1 \u7ecf\u6d4e\u53f2\u5728\u8fd9\u65b9\u9762\u63d0\u4f9b\u4e86\u91cd\u8981\u7ebf\u7d22\u3002\u4e3a\u4f55\u5de5\u4e1a\u9769\u547d\u3001\u7535\u6c14\u5316\u6216\u8d44\u8baf\u9769\u547d\u6ca1\u6709\u5bfc\u81f4\u957f\u671f\u5927\u89c4\u6a21\u5931\u4e1a\uff1f\u5173\u952e\u7cfb\u4e8e\u79d1\u6280\u5728\u6dd8\u6c70\u65e7\u804c\u4f4d\u65f6\uff0c\u4e5f\u521b\u9020\u4e86\u5927\u91cf\u65b0\u4efb\u52a1\uff0c\u800c\u8fd9\u4e9b\u4efb\u52a1\u9700\u8981\u4eba\u7c7b\u7684\u5224\u65ad\u529b\u3001\u534f\u8c03\u80fd\u529b\u4e0e\u521b\u9020\u529b\u3002 \u7535\u52a8\u9a6c\u8fbe\u4e0e\u5de5\u5382\u91cd\u7ec4\uff081910\u20131920 \u5e74\u4ee3\uff09 \u84b8\u6c7d\u673a\u65f6\u4ee3\u7684\u5de5\u5382\u4f9d\u8d56\u5355\u4e00\u4e2d\u592e\u52a8\u529b\u6765\u6e90\uff0c\u900f\u8fc7\u76ae\u5e26\u4e0e\u8f6c\u8f74\u4f20\u8f93\u52a8\u529b\u3002\u5de5\u5382\u5e03\u5c40\u50f5\u5316\uff0c\u5de5\u4eba\u53ea\u80fd\u914d\u5408\u673a\u5668\u8282\u594f\uff0c\u73af\u5883\u5371\u9669\u4e14\u6548\u7387\u6709\u9650\u3002\u5f53\u7535\u529b\u666e\u53ca\u540e\uff0c\u6bcf\u53f0\u673a\u5668\u914d\u5907\u72ec\u7acb\u7535\u52a8\u9a6c\u8fbe\uff0c\u5de5\u5382\u5f97\u4ee5\u6309\u7167\u751f\u4ea7\u6d41\u7a0b\u91cd\u65b0\u8bbe\u8ba1\uff0c\u50ac\u751f\u51fa\u6d41\u6c34\u7ebf\u5236\u5ea6\u3002\u8fd9\u4e0d\u4ec5\u6ca1\u6709\u4ee4\u5de5\u4eba\u88ab\u53d6\u4ee3\uff0c\u53cd\u800c\u589e\u6dfb\u8bbe\u5907\u7ef4\u4fee\u3001\u6d41\u7a0b\u7ba1\u7406\u3001\u54c1\u8d28\u63a7\u5236\u7b49\u65b0\u804c\u52a1\u3002\u663e\u800c\u6613\u89c1\uff0c\u6280\u672f\u91cd\u7ec4\u4e86\u751f\u4ea7\u8fc7\u7a0b\u4ee5\u81f3\u52b3\u52a8\u5206\u5de5\u3002 \u7535\u52a8\u673a\u68b0\u5f3a\u5316\u7269\u7406\u5c42\u9762\u6548\u80fd \u8d77\u91cd\u673a\u3001\u63a8\u571f\u673a\u3001\u7535\u94bb\u7b49\u5de5\u5177\u5e76\u672a\u6709\u628a\u5efa\u7b51\u5de5\u5730\u8f6c\u53d8\u4e3a\u81ea\u52a8\u5316\uff0c\u800c\u6210\u4e3a\u4e86\u5de5\u4eba\u7684\u5ef6\u4f38\u3002\u8b6c\u5982\u4e00\u540d\u91cd\u578b\u673a\u68b0\u64cd\u4f5c\u5458\uff0c\u5176\u4ea7\u51fa\u5c31\u53ef\u80fd\u662f\u4f53\u529b\u52b3\u52a8\u8005\u7684\u6570\u5341\u751a\u81f3\u4e0a\u767e\u500d\u3002\u7531\u4e8e\u5de5\u4eba\u521b\u9020\u7684\u7ecf\u6d4e\u4ef7\u503c\u63d0\u5347\uff0c\u4f01\u4e1a\u5728\u5e02\u573a\u7ade\u4e89\u4e0e\u5de5\u4f1a\u538b\u529b\u4e0b\u5f80\u5f80\u987b\u4ed8\u66f4\u9ad8\u85aa\u8d44\u3002\u8fd9\u6b63\u662f\u201c\u589e\u5f3a\u578b\u6280\u672f\u201d\u7684\u5178\u8303\uff1a\u4eba\u7c7b\u5728\u751f\u4ea7\u8fc7\u7a0b\u4e2d\u4ecd\u5904\u4e8e\u6838\u5fc3\u4f4d\u7f6e\uff0c\u800c\u80fd\u529b\u66f4\u5927\u5e45\u6269\u5c55\u3002 \u7535\u5b50\u8bd5\u7b97\u8868\u4e0e\u77e5\u8bc6\u5de5\u4f5c\u8f6c\u578b 1980 \u5e74\u4ee3\u4e4b\u524d\uff0c\u5927\u91cf\u7c3f\u8bb0\u5458\u8d1f\u8d23\u4ee5\u4eba\u624b\u5904\u7406\u603b\u5206\u7c7b\u5e10\u3002\u7535\u5b50\u8bd5\u7b97\u8868\u786e\u5b9e\u81ea\u52a8\u5316\u4e86\u90e8\u5206\u8bb0\u5e10\u5de5\u4f5c\uff0c\u4f46\u8ba1\u7b97\u6210\u672c\u5927\u5e45\u964d\u4f4e\u540e\uff0c\u4f01\u4e1a\u5f97\u4ee5\u8fdb\u884c\u66f4\u590d\u6742\u7684\u8d22\u52a1\u5efa\u6a21\u4e0e\u9884\u6d4b\u3002\u7ed3\u679c\u867d\u6709\u804c\u4f4d\u6d88\u5931\uff0c\u5374\u50ac\u751f\u66f4\u591a\u4f1a\u8ba1\u5e08\u3001\u8d22\u52a1\u5206\u6790\u5e08\u4e0e\u5546\u4e1a\u987e\u95ee\u3002\u53ef\u89c1\u79d1\u6280\u5e76\u672a\u8ba9\u7ecf\u6d4e\u6d3b\u52a8\u7f29\u5c0f\uff0c\u800c\u6269\u5927\u4e86\u5206\u6790\u4e0e\u51b3\u7b56\u7684\u8303\u56f4\u3002 \u963f\u6770\u59c6\u5965\u5362\u5f3a\u8c03\uff0c\u95ee\u9898\u5728\u4e8e\u5f53\u4ee3 AI \u662f\u5426\u4ecd\u4f1a\u9075\u5faa\u8fd9\u79cd\u201c\u521b\u9020\u65b0\u4efb\u52a1\u201d\u7684\u8def\u5f84\uff0c\u8fd8\u662f\u4ec5\u4ec5\u5c06\u65e2\u6709\u4efb\u52a1\u81ea\u52a8\u5316\uff0c\u5bfc\u81f4\u52b3\u52a8\u9700\u6c42\u840e\u7f29\u3002 \u63a8\u52a8\u653f\u7b56\u5c06 AI \u5f15\u5411\u4eb2\u52b3\u5de5\u65b9\u5411 \u4e0a\u8ff03\u4f4d\u7ecf\u6d4e\u5b66\u5bb6\u8ba4\u4e3a\uff0c\u5e02\u573a\u529b\u91cf\u672c\u8eab\u672a\u5fc5\u4f1a\u81ea\u52a8\u5bfc\u5411\u589e\u5f3a\u578b\u6280\u672f\u3002\u4f01\u4e1a\u5f80\u5f80\u57fa\u4e8e\u6210\u672c\u8003\u91cf\u4e0e\u7a0e\u5236\u8bf1\u56e0\uff0c\u9009\u62e9\u66ff\u4ee3\u52b3\u5de5\u7684\u65b9\u6848\u3002\u56e0\u6b64\uff0c\u5236\u5ea6\u8bbe\u8ba1\u81f3\u5173\u91cd\u8981\uff0c\u5176\u4e2d\u5305\u62ec\u4e0b\u5217\u91cd\u70b9\u3002 \u4e00\u3001\u6d88\u9664\u5bf9\u673a\u5668\u7684\u9690\u6027\u7a0e\u52a1\u8865\u8d34 \u73b0\u884c\u7a0e\u5236\u4e0b\uff0c\u96c7\u4e3b\u9700\u8d1f\u62c5\u793e\u4f1a\u4fdd\u9669\u4e0e\u533b\u7597\u4fdd\u9669\u6210\u672c\uff1b\u8d2d\u4e70\u673a\u5668\u4e0e\u8f6f\u4ef6\u5374\u53ef\u6298\u65e7\u62b5\u7a0e\u3002\u8fd9\u79cd\u4e0d\u5bf9\u79f0\u5bb9\u6613\u9020\u6210\u5e73\u5eb8\u81ea\u52a8\u5316\uff08so-so automation\uff09\uff0c\u5373\u4fbf\u6548\u7387\u63d0\u5347\u6709\u9650\uff0c\u4e5f\u4f1a\u4e3a\u6c42\u8282\u7701\u7a0e\u6b3e\u800c\u88c1\u5458\u3002 \u6539\u9769\u7a0e\u5236\u65b9\u5411\u5e94\u62c9\u5e73\u8d44\u672c\u4e0e\u52b3\u52a8\u7684\u7a0e\u8d1f\uff0c\u4f7f\u4f01\u4e1a\u51b3\u7b56\u57fa\u4e8e\u771f\u5b9e\u751f\u4ea7\u529b\u589e\u51cf\uff0c\u800c\u975e\u7a0e\u52a1\u8d1f\u62c5\u3002 \u4e8c\u3001\u5f15\u5bfc\u79d1\u7814\u8d44\u91d1 \u652f\u6301\u4e92\u8865\u578b AI \u521b\u6295\u8d44\u91d1\u504f\u597d\u80fd\u5168\u9762\u53d6\u4ee3\u4eba\u7c7b\u7684\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08artificial general intelligence\uff09\u3002\u963f\u6770\u59c6\u5965\u5362\u4e3b\u5f20\uff0c\u653f\u5e9c\u79d1\u7814\u8d44\u52a9\u5e94\u4f18\u5148\u652f\u6301\u4e0e\u4eba\u7c7b\u6280\u80fd\u4e92\u8865\u3001\u80fd\u521b\u9020\u65b0\u4efb\u52a1\u7684\u9879\u76ee\uff0c\u800c\u975e\u5355\u7eaf\u8ffd\u6c42\u81ea\u52a8\u5316\u3002 \u4e09\u3001\u8d4b\u4e88\u52b3\u5de5\u53c2\u4e0e\u6743 \u82e5\u91c7\u7528AI \u53ea\u7531\u9ad8\u7ea7\u4e3b\u7ba1\u4e0e\u5de5\u7a0b\u5e08\u51b3\u5b9a\uff0c\u5176\u76ee\u7684\u5f80\u5f80\u662f\u76d1\u63a7\u4e0e\u524a\u51cf\u6210\u672c\u3002\u5e94\u5f3a\u5316\u5de5\u4f1a\u4e0e\u52b3\u5de5\u4ee3\u8868\u5236\u5ea6\uff0c\u8ba9\u524d\u7ebf\u5458\u5de5\u53c2\u4e0e AI \u8bbe\u8ba1\u4e0e\u90e8\u7f72\uff0c\u4f7f\u6280\u672f\u771f\u6b63\u89e3\u51b3\u5de5\u4f5c\u73b0\u573a\u95ee\u9898\uff0c\u800c\u975e\u6210\u4e3a\u88c1\u5458\u673a\u5668\u3002 \u56db\u3001\u53cd\u5784\u65ad\u4e0e\u79d1\u6280\u6743\u529b\u5206\u6563 AI \u53d1\u5c55\u9ad8\u5ea6\u96c6\u4e2d\u4e8e\u5c11\u6570\u79d1\u6280\u5de8\u5934\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u5c31\u4f1a\u504f\u5411\u89c4\u6a21\u5316\u4e0e\u81ea\u52a8\u5316\u3002\u900f\u8fc7\u53cd\u5784\u65ad\u6267\u6cd5\u4e0e\u9650\u5236\u5e76\u8d2d\uff0c\u53ef\u4e3a\u591a\u5143\u5546\u4e1a\u6a21\u5f0f\u521b\u9020\u7a7a\u95f4\u3002 \u4e94\u3001\u5efa\u7acb\u201c\u6570\u636e\u5c0a\u4e25\u201d\uff08data dignity\uff09 AI \u80fd\u529b\u5efa\u7acb\u5728\u4eba\u7c7b\u957f\u671f\u7d2f\u79ef\u7684\u6587\u5b57\u3001\u7a0b\u5f0f\u4e0e\u521b\u4f5c \u6570\u636e\u4e4b\u4e0a\u3002\u5e94\u627f\u8ba4\u521b\u4f5c\u8005\u5bf9\u8bad\u7ec3\u6570\u636e\u7684\u8d21\u732e\uff0c\u5efa\u7acb\u8865\u507f\u4e0e\u5206\u6da6\u673a\u5236\uff0c\u907f\u514d AI \u516c\u53f8\u65e0\u507f\u6c72\u53d6\u539f\u521b\u8005\u6210\u679c\uff0c\u5e76\u8fdb\u4e00\u6b65\u53d6\u4ee3\u539f\u521b\u8005\u3002 \u516d\u3001\u6539\u53d8\u79d1\u6280\u6587\u5316\u53d9\u4e8b \u76ee\u524d\u79d1\u6280\u754c\u5c06\u201c\u4eba\u7c7b\u540c\u7b49\u80fd\u529b\u201d\uff08human parity\uff09\u89c6\u4e3a\u6700\u9ad8\u76ee\u6807\u3002\u963f\u6770\u59c6\u5965\u5362\u4e3b\u5f20\u5e94\u8f6c\u5411\u201c\u673a\u5668\u5bf9\u4eba\u7c7b\u7684\u6709\u7528\u7a0b\u5ea6\u201d\uff08machine","og:url":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/pro-worker-ai-reshaping-work-in-an-automated-era\/","article:published_time":"2026-04-29T07:44:47+00:00","article:modified_time":"2026-04-29T08:15:08+00:00","twitter:card":"summary_large_image","twitter:title":"\u4eb2\u52b3\u5de5\u4eba\u5de5\u667a\u80fd\uff1a\u5728\u81ea\u52a8\u5316\u6d6a\u6f6e\u4e2d\u91cd\u5851\u5de5\u4f5c - HKU Business School","twitter:description":"\u8fd1\u5e74\uff0c\u4e00\u4e9b\u5b66\u8005\u79ef\u6781\u5021\u8bae\u540d\u4e3a\u201c\u4eb2\u52b3\u5de5\u4eba\u5de5\u667a\u80fd\u201d\uff08pro-worker AI\uff09\u7684\u53d1\u5c55\u65b9\u5411\u3002\u4ed6\u4eec\u7684\u6838\u5fc3\u4e3b\u5f20\u5e76\u975e\u53cd\u5bf9\u79d1\u6280\u6216\u4eba\u5de5\u667a\u80fd\u672c\u8eab\uff0c\u800c\u662f\u8d28\u7591\u8fc7\u53bb\u6570\u5341\u5e74\u79d1\u6280\u8fdb\u6b65\u7684\u504f\u5411\uff1a\u6280\u672f\u53d1\u5c55\u8fc7\u5ea6\u96c6\u4e2d\u4e8e\u81ea\u52a8\u5316\uff08automation\uff09\uff0c\u4ea6\u5373\u5229\u7528\u673a\u5668\u53d6\u4ee3\u4eba\u529b\u4ee5\u964d\u4f4e\u6210\u672c\uff0c\u800c\u975e\u589e\u5f3a\uff08augmentation\uff09\u4eba\u7c7b\u80fd\u529b\u3002\u3010\u6ce8\u3011 \u5b66\u8005\u4eec\u5982\u7f8e\u56fd\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7ecf\u6d4e\u5b66\u5bb6\u963f\u6770\u59c6\u5965\u5362\uff08Daron Acemoglu\uff0c2024 \u5e74\u8bfa\u8d1d\u5c14\u7ecf\u6d4e\u5b66\u5956\u5f97\u4e3b\uff09\u4e0e\u5176\u957f\u671f\u5408\u4f5c\u8005\u7ea6\u7ff0\u900a\uff08 Simon Johnson\u540c\u5e74\u8bfa\u8d1d\u5c14\u7ecf\u6d4e\u5b66\u5956\u53e6\u4e00\u5f97\u4e3b\uff09\uff0c\u4ee5\u53ca\u8457\u540d\u52b3\u52a8\u7ecf\u6d4e\u5b66\u5bb6\u5965\u7279\u5c14\uff08David Autor \uff09\u7b49\u8ba4\u4e3a\uff0c\u8fd1\u6570\u5341\u5e74\u6765\u7684\u6570\u5b57\u9769\u547d\u867d\u7136\u63d0\u5347\u4e86\u4f01\u4e1a\u6548\u7387\u4e0e\u8d44\u672c\u62a5\u916c\u7387\uff0c\u5374\u540c\u65f6\u9020\u6210\u4e2d\u4ea7\u9636\u7ea7\u5de5\u4f5c\u673a\u4f1a\u6d41\u5931\u3001\u85aa\u8d44\u589e\u957f\u505c\u6ede\uff0c\u4ee5\u53ca\u6240\u5f97\u4e0e\u8d22\u5bcc\u5dee\u8ddd\u6269\u5927\u3002\u4e0d\u8fc7\uff0c\u95ee\u9898\u4e0d\u5728\u4e8e\u79d1\u6280\u8fdb\u6b65\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u79d1\u6280\u8bbe\u8ba1\u4e0e\u5e94\u7528\u7684\u65b9\u5f0f\u3002AI \u672a\u5fc5\u662f\u53d6\u4ee3\u4eba\u7c7b\u7684\u5de5\u5177\uff1b\u5b83\u4e5f\u53ef\u4ee5\u4f5c\u4e3a\u63d0\u5347\u4eba\u7c7b\u751f\u4ea7\u529b\u3001\u521b\u9020\u65b0\u4efb\u52a1\uff08new tasks\uff09\u4e0e\u65b0\u4ea7\u4e1a\u7684\u52a9\u529b\u3002 \u79d1\u6280\u5982\u4f55\u521b\u9020\u65b0\u4efb\u52a1 \u7ecf\u6d4e\u53f2\u5728\u8fd9\u65b9\u9762\u63d0\u4f9b\u4e86\u91cd\u8981\u7ebf\u7d22\u3002\u4e3a\u4f55\u5de5\u4e1a\u9769\u547d\u3001\u7535\u6c14\u5316\u6216\u8d44\u8baf\u9769\u547d\u6ca1\u6709\u5bfc\u81f4\u957f\u671f\u5927\u89c4\u6a21\u5931\u4e1a\uff1f\u5173\u952e\u7cfb\u4e8e\u79d1\u6280\u5728\u6dd8\u6c70\u65e7\u804c\u4f4d\u65f6\uff0c\u4e5f\u521b\u9020\u4e86\u5927\u91cf\u65b0\u4efb\u52a1\uff0c\u800c\u8fd9\u4e9b\u4efb\u52a1\u9700\u8981\u4eba\u7c7b\u7684\u5224\u65ad\u529b\u3001\u534f\u8c03\u80fd\u529b\u4e0e\u521b\u9020\u529b\u3002 \u7535\u52a8\u9a6c\u8fbe\u4e0e\u5de5\u5382\u91cd\u7ec4\uff081910\u20131920 \u5e74\u4ee3\uff09 \u84b8\u6c7d\u673a\u65f6\u4ee3\u7684\u5de5\u5382\u4f9d\u8d56\u5355\u4e00\u4e2d\u592e\u52a8\u529b\u6765\u6e90\uff0c\u900f\u8fc7\u76ae\u5e26\u4e0e\u8f6c\u8f74\u4f20\u8f93\u52a8\u529b\u3002\u5de5\u5382\u5e03\u5c40\u50f5\u5316\uff0c\u5de5\u4eba\u53ea\u80fd\u914d\u5408\u673a\u5668\u8282\u594f\uff0c\u73af\u5883\u5371\u9669\u4e14\u6548\u7387\u6709\u9650\u3002\u5f53\u7535\u529b\u666e\u53ca\u540e\uff0c\u6bcf\u53f0\u673a\u5668\u914d\u5907\u72ec\u7acb\u7535\u52a8\u9a6c\u8fbe\uff0c\u5de5\u5382\u5f97\u4ee5\u6309\u7167\u751f\u4ea7\u6d41\u7a0b\u91cd\u65b0\u8bbe\u8ba1\uff0c\u50ac\u751f\u51fa\u6d41\u6c34\u7ebf\u5236\u5ea6\u3002\u8fd9\u4e0d\u4ec5\u6ca1\u6709\u4ee4\u5de5\u4eba\u88ab\u53d6\u4ee3\uff0c\u53cd\u800c\u589e\u6dfb\u8bbe\u5907\u7ef4\u4fee\u3001\u6d41\u7a0b\u7ba1\u7406\u3001\u54c1\u8d28\u63a7\u5236\u7b49\u65b0\u804c\u52a1\u3002\u663e\u800c\u6613\u89c1\uff0c\u6280\u672f\u91cd\u7ec4\u4e86\u751f\u4ea7\u8fc7\u7a0b\u4ee5\u81f3\u52b3\u52a8\u5206\u5de5\u3002 \u7535\u52a8\u673a\u68b0\u5f3a\u5316\u7269\u7406\u5c42\u9762\u6548\u80fd \u8d77\u91cd\u673a\u3001\u63a8\u571f\u673a\u3001\u7535\u94bb\u7b49\u5de5\u5177\u5e76\u672a\u6709\u628a\u5efa\u7b51\u5de5\u5730\u8f6c\u53d8\u4e3a\u81ea\u52a8\u5316\uff0c\u800c\u6210\u4e3a\u4e86\u5de5\u4eba\u7684\u5ef6\u4f38\u3002\u8b6c\u5982\u4e00\u540d\u91cd\u578b\u673a\u68b0\u64cd\u4f5c\u5458\uff0c\u5176\u4ea7\u51fa\u5c31\u53ef\u80fd\u662f\u4f53\u529b\u52b3\u52a8\u8005\u7684\u6570\u5341\u751a\u81f3\u4e0a\u767e\u500d\u3002\u7531\u4e8e\u5de5\u4eba\u521b\u9020\u7684\u7ecf\u6d4e\u4ef7\u503c\u63d0\u5347\uff0c\u4f01\u4e1a\u5728\u5e02\u573a\u7ade\u4e89\u4e0e\u5de5\u4f1a\u538b\u529b\u4e0b\u5f80\u5f80\u987b\u4ed8\u66f4\u9ad8\u85aa\u8d44\u3002\u8fd9\u6b63\u662f\u201c\u589e\u5f3a\u578b\u6280\u672f\u201d\u7684\u5178\u8303\uff1a\u4eba\u7c7b\u5728\u751f\u4ea7\u8fc7\u7a0b\u4e2d\u4ecd\u5904\u4e8e\u6838\u5fc3\u4f4d\u7f6e\uff0c\u800c\u80fd\u529b\u66f4\u5927\u5e45\u6269\u5c55\u3002 \u7535\u5b50\u8bd5\u7b97\u8868\u4e0e\u77e5\u8bc6\u5de5\u4f5c\u8f6c\u578b 1980 \u5e74\u4ee3\u4e4b\u524d\uff0c\u5927\u91cf\u7c3f\u8bb0\u5458\u8d1f\u8d23\u4ee5\u4eba\u624b\u5904\u7406\u603b\u5206\u7c7b\u5e10\u3002\u7535\u5b50\u8bd5\u7b97\u8868\u786e\u5b9e\u81ea\u52a8\u5316\u4e86\u90e8\u5206\u8bb0\u5e10\u5de5\u4f5c\uff0c\u4f46\u8ba1\u7b97\u6210\u672c\u5927\u5e45\u964d\u4f4e\u540e\uff0c\u4f01\u4e1a\u5f97\u4ee5\u8fdb\u884c\u66f4\u590d\u6742\u7684\u8d22\u52a1\u5efa\u6a21\u4e0e\u9884\u6d4b\u3002\u7ed3\u679c\u867d\u6709\u804c\u4f4d\u6d88\u5931\uff0c\u5374\u50ac\u751f\u66f4\u591a\u4f1a\u8ba1\u5e08\u3001\u8d22\u52a1\u5206\u6790\u5e08\u4e0e\u5546\u4e1a\u987e\u95ee\u3002\u53ef\u89c1\u79d1\u6280\u5e76\u672a\u8ba9\u7ecf\u6d4e\u6d3b\u52a8\u7f29\u5c0f\uff0c\u800c\u6269\u5927\u4e86\u5206\u6790\u4e0e\u51b3\u7b56\u7684\u8303\u56f4\u3002 \u963f\u6770\u59c6\u5965\u5362\u5f3a\u8c03\uff0c\u95ee\u9898\u5728\u4e8e\u5f53\u4ee3 AI \u662f\u5426\u4ecd\u4f1a\u9075\u5faa\u8fd9\u79cd\u201c\u521b\u9020\u65b0\u4efb\u52a1\u201d\u7684\u8def\u5f84\uff0c\u8fd8\u662f\u4ec5\u4ec5\u5c06\u65e2\u6709\u4efb\u52a1\u81ea\u52a8\u5316\uff0c\u5bfc\u81f4\u52b3\u52a8\u9700\u6c42\u840e\u7f29\u3002 \u63a8\u52a8\u653f\u7b56\u5c06 AI \u5f15\u5411\u4eb2\u52b3\u5de5\u65b9\u5411 \u4e0a\u8ff03\u4f4d\u7ecf\u6d4e\u5b66\u5bb6\u8ba4\u4e3a\uff0c\u5e02\u573a\u529b\u91cf\u672c\u8eab\u672a\u5fc5\u4f1a\u81ea\u52a8\u5bfc\u5411\u589e\u5f3a\u578b\u6280\u672f\u3002\u4f01\u4e1a\u5f80\u5f80\u57fa\u4e8e\u6210\u672c\u8003\u91cf\u4e0e\u7a0e\u5236\u8bf1\u56e0\uff0c\u9009\u62e9\u66ff\u4ee3\u52b3\u5de5\u7684\u65b9\u6848\u3002\u56e0\u6b64\uff0c\u5236\u5ea6\u8bbe\u8ba1\u81f3\u5173\u91cd\u8981\uff0c\u5176\u4e2d\u5305\u62ec\u4e0b\u5217\u91cd\u70b9\u3002 \u4e00\u3001\u6d88\u9664\u5bf9\u673a\u5668\u7684\u9690\u6027\u7a0e\u52a1\u8865\u8d34 \u73b0\u884c\u7a0e\u5236\u4e0b\uff0c\u96c7\u4e3b\u9700\u8d1f\u62c5\u793e\u4f1a\u4fdd\u9669\u4e0e\u533b\u7597\u4fdd\u9669\u6210\u672c\uff1b\u8d2d\u4e70\u673a\u5668\u4e0e\u8f6f\u4ef6\u5374\u53ef\u6298\u65e7\u62b5\u7a0e\u3002\u8fd9\u79cd\u4e0d\u5bf9\u79f0\u5bb9\u6613\u9020\u6210\u5e73\u5eb8\u81ea\u52a8\u5316\uff08so-so automation\uff09\uff0c\u5373\u4fbf\u6548\u7387\u63d0\u5347\u6709\u9650\uff0c\u4e5f\u4f1a\u4e3a\u6c42\u8282\u7701\u7a0e\u6b3e\u800c\u88c1\u5458\u3002 \u6539\u9769\u7a0e\u5236\u65b9\u5411\u5e94\u62c9\u5e73\u8d44\u672c\u4e0e\u52b3\u52a8\u7684\u7a0e\u8d1f\uff0c\u4f7f\u4f01\u4e1a\u51b3\u7b56\u57fa\u4e8e\u771f\u5b9e\u751f\u4ea7\u529b\u589e\u51cf\uff0c\u800c\u975e\u7a0e\u52a1\u8d1f\u62c5\u3002 \u4e8c\u3001\u5f15\u5bfc\u79d1\u7814\u8d44\u91d1 \u652f\u6301\u4e92\u8865\u578b AI \u521b\u6295\u8d44\u91d1\u504f\u597d\u80fd\u5168\u9762\u53d6\u4ee3\u4eba\u7c7b\u7684\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08artificial general intelligence\uff09\u3002\u963f\u6770\u59c6\u5965\u5362\u4e3b\u5f20\uff0c\u653f\u5e9c\u79d1\u7814\u8d44\u52a9\u5e94\u4f18\u5148\u652f\u6301\u4e0e\u4eba\u7c7b\u6280\u80fd\u4e92\u8865\u3001\u80fd\u521b\u9020\u65b0\u4efb\u52a1\u7684\u9879\u76ee\uff0c\u800c\u975e\u5355\u7eaf\u8ffd\u6c42\u81ea\u52a8\u5316\u3002 \u4e09\u3001\u8d4b\u4e88\u52b3\u5de5\u53c2\u4e0e\u6743 \u82e5\u91c7\u7528AI \u53ea\u7531\u9ad8\u7ea7\u4e3b\u7ba1\u4e0e\u5de5\u7a0b\u5e08\u51b3\u5b9a\uff0c\u5176\u76ee\u7684\u5f80\u5f80\u662f\u76d1\u63a7\u4e0e\u524a\u51cf\u6210\u672c\u3002\u5e94\u5f3a\u5316\u5de5\u4f1a\u4e0e\u52b3\u5de5\u4ee3\u8868\u5236\u5ea6\uff0c\u8ba9\u524d\u7ebf\u5458\u5de5\u53c2\u4e0e AI \u8bbe\u8ba1\u4e0e\u90e8\u7f72\uff0c\u4f7f\u6280\u672f\u771f\u6b63\u89e3\u51b3\u5de5\u4f5c\u73b0\u573a\u95ee\u9898\uff0c\u800c\u975e\u6210\u4e3a\u88c1\u5458\u673a\u5668\u3002 \u56db\u3001\u53cd\u5784\u65ad\u4e0e\u79d1\u6280\u6743\u529b\u5206\u6563 AI \u53d1\u5c55\u9ad8\u5ea6\u96c6\u4e2d\u4e8e\u5c11\u6570\u79d1\u6280\u5de8\u5934\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u5c31\u4f1a\u504f\u5411\u89c4\u6a21\u5316\u4e0e\u81ea\u52a8\u5316\u3002\u900f\u8fc7\u53cd\u5784\u65ad\u6267\u6cd5\u4e0e\u9650\u5236\u5e76\u8d2d\uff0c\u53ef\u4e3a\u591a\u5143\u5546\u4e1a\u6a21\u5f0f\u521b\u9020\u7a7a\u95f4\u3002 \u4e94\u3001\u5efa\u7acb\u201c\u6570\u636e\u5c0a\u4e25\u201d\uff08data dignity\uff09 AI \u80fd\u529b\u5efa\u7acb\u5728\u4eba\u7c7b\u957f\u671f\u7d2f\u79ef\u7684\u6587\u5b57\u3001\u7a0b\u5f0f\u4e0e\u521b\u4f5c \u6570\u636e\u4e4b\u4e0a\u3002\u5e94\u627f\u8ba4\u521b\u4f5c\u8005\u5bf9\u8bad\u7ec3\u6570\u636e\u7684\u8d21\u732e\uff0c\u5efa\u7acb\u8865\u507f\u4e0e\u5206\u6da6\u673a\u5236\uff0c\u907f\u514d AI \u516c\u53f8\u65e0\u507f\u6c72\u53d6\u539f\u521b\u8005\u6210\u679c\uff0c\u5e76\u8fdb\u4e00\u6b65\u53d6\u4ee3\u539f\u521b\u8005\u3002 \u516d\u3001\u6539\u53d8\u79d1\u6280\u6587\u5316\u53d9\u4e8b \u76ee\u524d\u79d1\u6280\u754c\u5c06\u201c\u4eba\u7c7b\u540c\u7b49\u80fd\u529b\u201d\uff08human parity\uff09\u89c6\u4e3a\u6700\u9ad8\u76ee\u6807\u3002\u963f\u6770\u59c6\u5965\u5362\u4e3b\u5f20\u5e94\u8f6c\u5411\u201c\u673a\u5668\u5bf9\u4eba\u7c7b\u7684\u6709\u7528\u7a0b\u5ea6\u201d\uff08machine"},"aioseo_meta_data":{"post_id":"259441","title":null,"description":null,"keywords":null,"keyphrases":{"focus":{"keyphrase":"","score":0,"analysis":{"keyphraseInTitle":{"score":0,"maxScore":9,"error":1}}},"additional":[]},"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":"","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":"-1","robots_max_videopreview":"-1","robots_max_imagepreview":"large","priority":null,"frequency":"default","local_seo":null,"breadcrumb_settings":null,"limit_modified_date":0,"ai":{"faqs":[],"keyPoints":[],"titles":[],"descriptions":[],"socialPosts":{"email":[],"linkedin":[],"twitter":[],"facebook":[],"instagram":[]}},"created":"2026-04-29 07:58:33","updated":"2026-04-29 08:15:13","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\u4eb2\u52b3\u5de5\u4eba\u5de5\u667a\u80fd\uff1a\u5728\u81ea\u52a8\u5316\u6d6a\u6f6e\u4e2d\u91cd\u5851\u5de5\u4f5c\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":"\u4eb2\u52b3\u5de5\u4eba\u5de5\u667a\u80fd\uff1a\u5728\u81ea\u52a8\u5316\u6d6a\u6f6e\u4e2d\u91cd\u5851\u5de5\u4f5c","link":"https:\/\/www.hkubs.hku.hk\/sc\/research\/thought-leadership\/hkej-column\/pro-worker-ai-reshaping-work-in-an-automated-era\/"}],"_links":{"self":[{"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/thought-leadership\/259441","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":3,"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/thought-leadership\/259441\/revisions"}],"predecessor-version":[{"id":259444,"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/thought-leadership\/259441\/revisions\/259444"}],"wp:attachment":[{"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/media?parent=259441"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hkubs.hku.hk\/sc\/wp-json\/wp\/v2\/tags?post=259441"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}