{"id":43553,"date":"2023-12-28T18:00:59","date_gmt":"2023-12-28T10:00:59","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=43553"},"modified":"2023-12-28T17:09:09","modified_gmt":"2023-12-28T09:09:09","slug":"%e4%bd%a0%e8%b6%8a%e5%bc%b7%ef%bc%8cai%e5%b0%8d%e4%bd%a0%e7%9a%84%e8%a1%9d%e6%93%8a%e5%8f%8d%e8%80%8c%e8%b6%8a%e5%a4%a7%ef%bc%9f%e5%85%a9%e4%bb%bd%e6%9c%80%e6%96%b0%e7%a0%94%e7%a9%b6%e5%91%8a%e8%a8%b4","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=43553","title":{"rendered":"\u4f60\u8d8a\u5f37\uff0cAI\u5c0d\u4f60\u7684\u885d\u64ca\u53cd\u800c\u8d8a\u5927\uff1f\u5169\u4efd\u6700\u65b0\u7814\u7a76\u544a\u8a34\u6211\u5011\u8ab0\u53d7\u76ca\u8ab0\u53d7\u5bb3"},"content":{"rendered":"<p><span style=\"color: #000080;\"><strong>\u9762\u5c0d\u4eba\u5de5\u667a\u6167\u885d\u64ca\u5c31\u696d\u5e02\u5834\uff0c\u4e0d\u5c11\u4eba\u958b\u59cb\u64d4\u5fc3\u8d77\u81ea\u5df1\u7684\u5de5\u4f5c\u6703\u88abAI\u53d6\u4ee3\u3002\u61c9\u8a72\u4e0d\u5c11\u4eba\u6703\u544a\u8a34\u4f60\uff0c\u53ea\u8981\u4f60\u5177\u6709\u5c08\u696d\u9818\u57df\u7684\u9802\u5c16\u6280\u8853\uff0c\u90a3\u9ebc\u5c31\u4e0d\u7528\u6015\u88ab\u53d6\u4ee3\u4e86\u3002\u4f46\u2026\u2026\u771f\u7684\u662f\u9019\u6a23\uff1f\u7f8e\u570b\u7684\u5718\u968a\u900f\u904e\u5206\u6790\u7814\u7a76\u5e73\u81fa\u4e0a\u7684\u6578\u64da\u767c\u73fe\uff0c\u5728\u5beb\u4f5c\u8207\u6821\u5c0d\u3001\u7e6a\u5716\u7522\u696d\u4e2d\uff0c\u9802\u5c16\u5de5\u4f5c\u8005\u7684\u5de5\u4f5c\u6d41\u5931\u91cf\u3001\u5831\u916c\u91cf\u7684\u964d\u4f4e\u5e45\u5ea6\uff0c\u751a\u81f3\u6bd4\u5176\u4ed6\u4eba\u9084\u8981\u9ad8\u3002\u9019\u96e3\u9053\u8868\u793a\uff0c\u5c08\u696d\u6280\u8853\u4e0d\u518d\u91cd\u8981\u4e86\u55ce\uff1f\u5176\u5be6\u4e0d\u7136\u3002\u54c8\u4f5b\u5927\u5b78\u7814\u7a76\u5718\u968a\u767c\u73fe\uff0c\u7576\u4f60\u5177\u6709\u300c\u62c6\u89e3\u554f\u984c\u300d\u3001\u300c\u5584\u7528AI\u3001\u8207AI\u5206\u5de5\u5408\u4f5c\u300d\u4f86\u89e3\u6c7a\u8907\u96dc\u554f\u984c\u7684\u80fd\u529b\u6642\uff0c\u5728\u672a\u4f86\u5c07\u5177\u6709\u66f4\u597d\u7684\u7af6\u722d\u529b\uff0c\u4e5f\u4e0d\u7528\u64d4\u5fc3\u6703\u88abAI\u53d6\u4ee3\u3002<\/strong><\/span><\/p>\n<p><strong>\u64b0\u6587\uff5c\u8b1d\u9054\u6587<\/strong><\/p>\n<figure id=\"attachment_43554\" aria-describedby=\"caption-attachment-43554\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-43554 size-large\" src=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/12\/AI\u53d6\u4ee3\u5de5\u4f5c-1024x609.jpg\" alt=\"\" width=\"800\" height=\"476\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/12\/AI\u53d6\u4ee3\u5de5\u4f5c-1024x609.jpg 1024w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/12\/AI\u53d6\u4ee3\u5de5\u4f5c-300x178.jpg 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/12\/AI\u53d6\u4ee3\u5de5\u4f5c-768x456.jpg 768w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/12\/AI\u53d6\u4ee3\u5de5\u4f5c-1536x913.jpg 1536w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/12\/AI\u53d6\u4ee3\u5de5\u4f5c-2048x1217.jpg 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-43554\" class=\"wp-caption-text\">\u4f86\u6e90\uff1aMotionElements<\/figcaption><\/figure>\n<p>\u6536\u5165\u6e1b\u5c11\u767e\u5206\u4e4b\u4e94\uff0c\u5c0d\u5f88\u591a\u4eba\u4f86\u8aaa\u5c07\u6703\u6709\u975e\u5e38\u5927\u7684\u5f71\u97ff\u3002\u5982\u679c\u4ee5\u6708\u85aa\u56db\u842c\u5143\u8a08\u7b97\uff0c\u767e\u5206\u4e4b\u4e94\u5c31\u662f\u5169\u5343\u5143\uff0c\u53ef\u80fd\u662f\u4e00\u4e9b\u4eba\u4e00\u6574\u500b\u79ae\u62dc\u7684\u9910\u8cbb\u3002<\/p>\n<p>\u4e09\u540d\u7f8e\u570b\u5b78\u8005\u7814\u7a76\u5168\u7403\u6700\u5927\u7684\u7dda\u4e0a\u5916\u5305\u5de5\u4f5c\u5e73\u81fa\uff0c\u767c\u73fe\u5728ChatGPT\u63a8\u51fa\u4e4b\u5f8c\uff0c\u5beb\u4f5c\u8207\u6821\u5c0d\u76f8\u95dc\u5de5\u4f5c\u8005\u7684\u916c\u52de\u61c9\u8072\u4e0b\u8dcc\uff0c\u8dcc\u5e45\u5c31\u8d85\u904e\u767e\u5206\u4e4b\u4e94\uff0c\u800c\u4e14\u76f8\u95dc\u8077\u7f3a\u4e5f\u540c\u6b65\u6e1b\u5c11\uff08Hui et al.\uff0c2023\uff1b\u4e5f\u53ef\u53c3\u8003Burn-Murdoch\uff0c2023\uff09\u3002\u540c\u6a23\u5730\uff0c\u5728DALL-E 2\u548cMidjourney\u9019\u5169\u5927\u5716\u50cf\u751f\u6210AI\u5de5\u5177\u4e0a\u7dda\u4e4b\u5f8c\uff0c\u63a5\u6848\u5de5\u4f5c\u7684\u7e6a\u5e2b\u4e0d\u4f46\u6848\u91cf\u8b8a\u5c11\uff0c\u800c\u4e14\u916c\u52de\u4e5f\u660e\u986f\u964d\u4f4e\u3002<\/p>\n<p>\u4f46\u662f\uff0c\u9019\u53ef\u80fd\u9084\u4e0d\u662f\u4ed6\u5011\u6700\u9a5a\u4eba\u3001\u6700\u6050\u6016\u7684\u767c\u73fe\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #008000;\"><strong>\u7576\u9ad8\u6280\u80fd\u7684\u5de5\u4f5c\u8005\u5931\u53bb\u512a\u52e2<\/strong><\/span><\/h6>\n<p>\u5728\u601d\u8003\u300c\u8ab0\u6703\u88ab\u79d1\u6280\u53d6\u4ee3\u300d\u7684\u6642\u5019\uff0c\u6211\u5011\u7d93\u5e38\u6709\u4e00\u500b\u60f3\u50cf\uff1a\u5982\u679c\u65b0\u79d1\u6280\u6703\u6dd8\u6c70\u4e00\u4e9b\u5de5\u4f5c\u8005\uff0c\u90a3\u7e3d\u8a72\u662f\u5f9e\u6700\u5f31\u7684\u4eba\u958b\u59cb\u6dd8\u6c70\u8d77\u5427\uff1f\u63db\u53e5\u8a71\u8aaa\uff0c\u5982\u679c\u6211\u662f\u9019\u500b\u9818\u57df\u7684\u4f7c\u4f7c\u8005\uff0c\u61c9\u8a72\u662f\u6700\u5f8c\u88ab\u885d\u64ca\u5230\u7684\u4eba\u5427\uff1f\u4e8b\u5be6\u4e0a\uff0c\u6211\u5011\u751a\u81f3\u53ef\u80fd\u6703\u4ee5\u70ba\uff0c\u9ad8\u6280\u80fd\u7684\u5de5\u4f5c\u8005\u66f4\u6709\u6a5f\u6703\u53ef\u4ee5\u5229\u7528\u65b0\u79d1\u6280\uff0c\u53cd\u800c\u8b93\u81ea\u5df1\u7684\u6548\u80fd\u66f4\u9ad8\uff0c\u66f4\u4e0d\u5bb9\u6613\u88ab\u53d6\u4ee3\u624d\u5c0d\u3002<\/p>\n<p>\u4f46\u9019\u4e09\u4f4d\u5b78\u8005\u7814\u7a76\u6700\u65b0\u7684\u5be6\u969b\u8cc7\u6599\uff0c\u767c\u73fe\u4e8b\u60c5\u4e26\u975e\u5982\u6b64\u3002\u5728\u4ed6\u5011\u7814\u7a76\u7684\u5e73\u81faUpwork\u4e0a\uff0c\u8868\u73fe\u597d\u7684\u63a5\u6848\u5de5\u4f5c\u8005\u6703\u7372\u5f97\u7cfb\u7d71\u7d66\u4e88\u7684\u300c\u512a\u826f\u6a19\u7ae0\u300d\uff1b\u6b64\u5916\uff0c\u5e73\u81fa\u4e5f\u6703\u8b93\u96c7\u4e3b\u56de\u5831\u5de5\u4f5c\u7d50\u679c\u662f\u5426\u9054\u6a19\uff0c\u56e0\u6b64\u53ef\u4ee5\u7b97\u51fa\u6bcf\u4e00\u4f4d\u63a5\u6848\u5de5\u4f5c\u8005\u7684\u300c\u6210\u529f\u7387\u300d\u3002\u6700\u5f8c\uff0c\u5f9e\u63a5\u6848\u5de5\u4f5c\u8005\u7684\u958b\u50f9\u9ad8\u4f4e\uff0c\u6211\u5011\u4e5f\u80fd\u63a8\u77e5\u4e0d\u540c\u5de5\u4f5c\u8005\u5728\u5e02\u5834\u7af6\u722d\u4e2d\u7684\u5b9a\u4f4d\u6709\u591a\u9ad8\u7d1a\u3002<\/p>\n<p>\u9019\u7bc7\u7814\u7a76\u85c9\u7531\u9019\u4e09\u9805\u6307\u6a19\u767c\u73fe\uff0c\u5728\u5beb\u4f5c\u8207\u6821\u5c0d\u7522\u696d\u4e2d\uff0c\u9802\u5c16\u7684\u5de5\u4f5c\u8005\u300c\u6848\u91cf\u6d41\u5931\u300d\u8ddf\u300c\u916c\u52de\u6e1b\u5c11\u300d\u7684\u5e45\u5ea6\uff0c\u4e0d\u6bd4\u5176\u4ed6\u4eba\u4f86\u5f97\u4f4e\uff1b\u800c\u5728\u7e6a\u5716\u9818\u57df\u4e2d\uff0c\u8b49\u64da\u751a\u81f3\u8b93\u6211\u5011\u6709\u8db3\u5920\u7684\u4fe1\u5fc3\uff0c\u53ef\u4ee5\u8aaa\u9802\u5c16\u5de5\u4f5c\u8005\u6240\u53d7\u5230\u7684\u885d\u64ca\u53cd\u800c\u66f4\u5927\uff1a\u904e\u53bb\u916c\u52de\u8f03\u9ad8\u7684\u90a3\u7fa4\u4eba\uff0c\u5728DALL-E 2\u548cMidjourney\u51fa\u73fe\u4e4b\u5f8c\uff0c\u6848\u91cf\u6e1b\u5c11\u767e\u5206\u4e4b\u4e03\uff0c\u916c\u52de\u751a\u81f3\u6e1b\u5c11\u767e\u5206\u4e4b\u5341\u56db\uff0c\u8207\u5176\u4ed6\u4eba\u7684\u6e1b\u5c11\u6bd4\u4f8b\u9054\u5230\u7d71\u8a08\u4e0a\u7684\u986f\u8457\u5dee\u7570\u2500\u2500\u9762\u5c0d\u751f\u6210\u5f0fAI\u7684\u6f6e\u6d41\uff0c\u9ad8\u6280\u80fd\u4e26\u4e0d\u4fdd\u8b49\u80fd\u5920\u7f6e\u8eab\u4e8b\u5916\u3002<\/p>\n<p>\u70ba\u4f55\u5982\u6b64\uff1f\u4e09\u4f4d\u4f5c\u8005\u5728\u9019\u7bc7\u7814\u7a76\u4e2d\u6c92\u6709\u63d0\u51fa\u5f88\u8a73\u7d30\u7684\u89e3\u91cb\u6216\u731c\u60f3\uff0c\u4f46\u4ed6\u5011\u63d0\u5230\u4e00\u500b\u95dc\u9375\u8a5e\u2500\u2500\u6280\u80fd\u504f\u5411\u7684\u79d1\u6280\u6539\u8b8a\uff08skill-biased technological change\uff0c\u5e38\u7c21\u7a31\u70baSBTC\uff09\u3002\u9019\u662f\u52de\u52d5\u7d93\u6fdf\u5b78\u548c\u793e\u6703\u5b78\u4e2d\u7684\u7d93\u5178\u6982\u5ff5\uff0c\u7c21\u5316\u4f86\u8aaa\u662f\u9019\u500b\u610f\u601d\uff1a\u79d1\u6280\u9032\u6b65\u6703\u5f71\u97ff\u5de5\u4eba\u7684\u751f\u7522\u529b\uff0c\u4f46\u6bcf\u4f4d\u5de5\u4eba\u9032\u6b65\u7684\u5e45\u5ea6\u53ef\u80fd\u4e0d\u4e00\u6a23\uff1b\u540c\u6642\uff0c\u79d1\u6280\u9032\u6b65\u4e5f\u6703\u5f71\u97ff\u96c7\u4e3b\u5c0d\u4e0d\u540c\u5de5\u4eba\u7684\u9700\u6c42\uff0c\u4f46\u5c0d\u4e0d\u540c\u7a2e\u5de5\u4eba\u7684\u5f71\u97ff\u4e5f\u6703\u4e0d\u4e00\u6a23\u3002<\/p>\n<p>\u50b3\u7d71\u4e0a\uff0c\u79d1\u6280\u9032\u6b65\u901a\u5e38\u662f\u8b93\u300c\u9ad8\u6280\u80fd\u300d\u7684\u5de5\u4eba\u751f\u7522\u529b\u63d0\u9ad8\u66f4\u591a\uff0c\u800c\u4e14\u8b8a\u5f97\u66f4\u70ba\u6436\u624b\u3002\u4ee5\u96fb\u8166\u79d1\u6280\u70ba\u4f8b\uff1a\u96fb\u8166\u79d1\u6280\u8d8a\u9032\u6b65\uff0c\u672c\u4f86\u5c31\u8d8a\u61c2\u5f97\u7528\u96fb\u8166\u7684\u5de5\u4eba\uff0c\u5c31\u8d8a\u80fd\u7528\u96fb\u8166\u505a\u5230\u66f4\u591a\u4e8b\uff0c\u800c\u8001\u95c6\u5011\u4e5f\u5c31\u66f4\u9700\u8981\u6703\u7528\u96fb\u8166\u7684\u4eba\uff1b\u53cd\u904e\u4f86\u8aaa\uff0c\u4e0d\u6703\u96fb\u8166\u7684\u5de5\u4eba\u80fd\u505a\u5230\u7684\u4e8b\u5c31\u8d8a\u5c11\u3001\u8d8a\u4e0d\u503c\u9322\u3002\u63db\u8a00\u4e4b\uff0c\u79d1\u6280\u9032\u6b65\u901a\u5e38\u662f\u8b93\u9ad8\u6280\u80fd\u7684\u4eba\u8cfa\u5230\u66f4\u591a\u9322\uff0c\u4f4e\u6280\u80fd\u7684\u4eba\u8cfa\u66f4\u5c11\u3001\u751a\u81f3\u5931\u696d\u2500\u2500\u4e8b\u5be6\u4e0a\uff0c\u5c0d\u65bc\u7f8e\u570b\u57281980\u5e74\u4ee3\u85aa\u8cc7\u5dee\u8ddd\u70ba\u4f55\u64f4\u5927\uff0c\u9019\u5c31\u662f\u7d93\u6fdf\u5b78\u754c\u7684\u4e3b\u6d41\u89e3\u91cb\u4e4b\u4e00\u3002<\/p>\n<p>\u5c31\u9019\u9ede\u800c\u8a00\uff0cAI\u53ef\u80fd\u8ddf\u9019\u4e9b\u79d1\u6280\u5f88\u4e0d\u4e00\u6a23\uff1a\u751f\u6210\u5f0fAI\u672c\u8eab\u5c31\u53ef\u4ee5\u7522\u51fa\u54c1\u8cea\u5f88\u4e0d\u932f\u7684\u6210\u54c1\uff0c\u800c\u4e14\u4f7f\u7528\u7684\u9580\u6abb\u5f88\u4f4e\uff0c\u9019\u9ede\u53cd\u800c\u5f2d\u5e73\u4e86\u9ad8\u4f4e\u6280\u80fd\u5de5\u4eba\u4e4b\u9593\u7684\u5dee\u7570\uff0c\u696d\u4e3b\u53cd\u800c\u4e0d\u9700\u8981\u767c\u6848\u7d66\u9ad8\u6280\u80fd\u3001\u9ad8\u6536\u8cbb\u7684\u81ea\u7531\u5de5\u4f5c\u8005\u2500\u2500\u8981\u9019\u9ebc\u8cb4\uff1f\u90a3\u6211\u4e0d\u5982\u7d66AI\u505a\u5c31\u597d\u4e86\uff01<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #008000;\"><strong>\u5728AI\u5e6b\u52a9\u4e0b\uff0c\u4f4e\u6280\u80fd\u8005\u8ffd\u5e73\u9ad8\u6280\u80fd\u8005<\/strong><\/span><\/h6>\n<p>\u800c\u53e6\u4e00\u4efd\u6700\u65b0\u7814\u7a76 (Dell'Acqua et al., 2023) \u65e2\u80fd\u88dc\u5145\u9019\u500b\u73fe\u8c61\uff0c\u8b93\u6211\u5011\u66f4\u77ad\u89e3\u80cc\u5f8c\u7684\u6210\u56e0\uff0c\u4e5f\u80fd\u5e6b\u52a9\u6211\u5011\u627e\u5230\u4e0d\u90a3\u9ebc\u60b2\u89c0\u7684\u7406\u7531\uff0c\u770b\u5230\u5728AI\u6642\u4ee3\u5c08\u696d\u6280\u80fd\u5c07\u626e\u6f14\u7684\u89d2\u8272\u3002<\/p>\n<p>\u9019\u7fa4\u7814\u7a76\u8005\u540c\u6a23\u767c\u73fe\uff0c\u751f\u6210\u5f0fAI\u5c0d\u4f4e\u6280\u80fd\u7684\u5de5\u4f5c\u8005\u5e6b\u52a9\u53cd\u800c\u6bd4\u8f03\u5927\uff0c\u6240\u4ee5\u5c0d\u9ad8\u6280\u80fd\u7684\u4eba\u4e0d\u5229\uff0c\u6703\u6d88\u5f2d\u9ad8\u6280\u80fd\u8005\u7684\u512a\u52e2\u3002\u5718\u968a\u5728\u4e00\u9593\u5927\u578b\u9867\u554f\u516c\u53f8\u5c55\u958b\u5be6\u9a57\uff0c\u767c\u73feAI\u53ef\u4ee5\u63d0\u5347\u6240\u6709\u4eba\u7684\u5831\u544a\u5beb\u4f5c\u54c1\u8cea\uff0c\u4f46\u63d0\u5347\u7684\u5e45\u5ea6\u4e0d\u540c\uff1a\u6839\u64da\u5916\u90e8\u8a55\u5206\u7684\u7d50\u679c\uff0c\u300c\u4f4e\u6280\u80fd\u7d44\u300d\u4f7f\u7528AI\u5f8c\u6548\u7387\u5927\u5e45\u63d0\u5347\uff0c\u5de5\u4f5c\u54c1\u8cea\u5e73\u5747\u5206\u6578\u589e\u52a043%\uff0c\u4f46\u300c\u9ad8\u6280\u80fd\u7d44\u300d\u537b\u53ea\u589e\u52a017%\u3002\u540c\u6a23\u91cd\u8981\u7684\u662f\uff0c\u5728\u6c92\u6709\u8fa6\u6cd5\u4f7f\u7528ChatGPT\u6642\uff0c\u9ad8\u4f4e\u6280\u80fd\u7d44\u8868\u73fe\u5dee\u7570\u5f88\u5927\uff0c\u4f46\u53ef\u4ee5\u4f7f\u7528ChatGPT\u4e4b\u5f8c\uff0c\u4f4e\u6280\u80fd\u7d44\u7684\u8868\u73fe\u537b\u5e7e\u4e4e\u5feb\u8981\u8ffd\u5e73\u9ad8\u6280\u80fd\u7d44\u3002<\/p>\n<p>\u56de\u5230\u5148\u524d\u300c\u6280\u80fd\u504f\u5411\u7684\u79d1\u6280\u6539\u8b8a\u300d\u7684\u8a0e\u8ad6\uff0c\u9019\u610f\u5473\u8457\u5c0d\u6280\u80fd\u8f03\u5dee\u7684\u4eba\u4f86\u8aaa\uff0c\u9019\u9805\u79d1\u6280\u5c0d\u751f\u7522\u529b\u7684\u63d0\u5347\u53cd\u800c\u66f4\u660e\u986f\uff0c\u96c7\u4e3b\u5c0d\u4f4e\u6280\u80fd\u8005\u7684\u76f8\u5c0d\u9700\u6c42\u53cd\u800c\u66f4\u53ef\u80fd\u589e\u52a0\u2500\u2500\u7528\u767d\u8a71\u6587\u4f86\u8aaa\uff1a\u82b1\u90a3\u9ebc\u591a\u9322\u8acb\u8d85\u5f37\u7684\u4eba\u4f86\u5e79\u561b\uff1f\u627e\u500b\u4e00\u822c\u4eba\u3001\u8b93\u4ed6\u7528ChatGPT\uff0c\u4e0d\u4e5f\u80fd\u505a\u5f97\u5dee\u4e0d\u591a\u597d\uff1f<\/p>\n<p>\u9019\u662f\u5426\u8868\u793a\u5927\u5bb6\u90fd\u4e0d\u7528\u7cbe\u9032\u6280\u8853\u4e86\u5462\uff1f\u5012\u4e5f\u4e0d\u662f\u3002\u54c8\u4f5b\u7684\u5718\u968a\u767c\u73fe\uff0c\u5728\u67d0\u4e00\u985e\u4efb\u52d9\u4e0a\uff0c\u9ad8\u6280\u80fd\u9084\u662f\u6709\u512a\u52e2\u7684\uff0c\u90a3\u5c31\u662f\u300c\u771f\u7684\u5f88\u96e3\u300d\u7684\u4efb\u52d9\u3002\u5728\u4ed6\u5011\u7684\u7814\u7a76\u4e2d\uff0c\u6307\u7684\u662f\u8907\u96dc\u7684\u5206\u6790\uff1a\u8981\u5148\u4ed4\u7d30\u95b1\u8b80\u6587\u5b57\u6558\u8ff0\uff0c\u518d\u4f86\u5206\u6790\u7d71\u8a08\u6578\u64da\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #008000;\"><strong>\u9762\u5c0d\u8907\u96dc\u4efb\u52d9\uff0c\u4f7f\u7528AI\u7684\u7b56\u7565\u6709\u5169\u7a2e<\/strong><\/span><\/h6>\n<p>\u65e2\u6709\u8cea\u6027\u53c8\u6709\u91cf\u5316\uff0c\u8981\u7406\u89e3\u3001\u8981\u6bd4\u8f03\u53c8\u8981\u8868\u9054\uff0c\u9019\u4e9b\u4e8b\u60c5\u5c31\u662f\u76ee\u524dAI\u4e5f\u7121\u80fd\u70ba\u529b\u7684\u4e8b\u60c5\uff0c\u9019\u4f7f\u5f97\u4f4e\u6280\u80fd\u7684\u4eba\u6709AI\u4e5f\u6c92\u6709\u7528\uff0c\u751a\u81f3\u9ad8\u6280\u80fd\u7684\u4eba\u4e5f\u767c\u73feAI\u5e6b\u4e0d\u592a\u4e0a\u5fd9\u3002\u4e8b\u5be6\u4e0a\uff0c\u9762\u5c0d\u9019\u7a2e\u4efb\u52d9\uff0c\u53ef\u4ee5\u4f7f\u7528AI\u4e4b\u5f8c\uff0c\u4eba\u5011\u7522\u51fa\u7684\u54c1\u8cea\u4e0d\u5347\u53cd\u6e1b\uff0c\u5e73\u5747\u800c\u8a00\u4e0b\u964d19%\u3002<\/p>\n<p>\u4f46\u7814\u7a76\u8005\u767c\u73fe\uff0c\u9084\u662f\u6709\u4e00\u4e9b\u300c\u5f88\u53b2\u5bb3\u300d\u7684\u4eba\uff0c\u5728\u9762\u5c0d\u9019\u7a2e\u4efb\u52d9\u6642\u4f9d\u7136\u80fd\u5920\u5584\u7528AI\u3002\u800c\u4e14\u4ed6\u5011\u767c\u73fe\uff0c\u9019\u4e9b\u4eba\u4f7f\u7528AI\u7684\u65b9\u5f0f\u4e26\u4e0d\u5b8c\u5168\u4e00\u6a23\uff0c\u53ef\u4ee5\u5340\u5206\u70ba\u5169\u5927\u985e\uff1a\u4e00\u985e\u4eba\u662f\u8b93AI\u7522\u751f\u521d\u7a3f\u5f8c\u81ea\u884c\u6aa2\u67e5\u3001\u4fee\u6b63\uff0c\u767c\u73fe\u6709\u554f\u984c\u518d\u4f86\u4fee\u6539\u300c\u8a60\u5531\u300d\u65b9\u5f0f\uff0c\u8b93AI\u7522\u51fa\u66f4\u597d\u7684\u7b54\u6848\uff1b\u53e6\u4e00\u985e\u4eba\u5247\u662f\u8207AI\u5206\u5de5\u5408\u4f5c\uff0c\u628a\u4e00\u4e9b\u4efb\u52d9\u4ea4\u7d66AI\uff0c\u53e6\u4e00\u4e9b\u4efb\u52d9\u5247\u4e0d\u5047\u624bAI\u5de5\u5177\uff0c\u4f9d\u7136\u4ea4\u7531\u81ea\u5df1\u8655\u7406\u3002<\/p>\n<p>\u66f4\u5177\u9ad4\u4f86\u8aaa\uff0c\u7b2c\u4e00\u985e\u8070\u660e\u4eba\u6703\u4f7f\u7528\u7684\u6280\u5de7\u5305\u542b\uff1a\u5728\u6307\u4ee4\u4e2d\u8981\u6c42AI\u4ee5\u7279\u5b9a\u300c\u8eab\u5206\u300d\u63d0\u4f9b\u7b54\u6848\uff1b\u8981\u6c42AI\u4ee5\u7279\u5b9a\u7684\u65b9\u5f0f\u300c\u7de8\u8f2f\u300d\u5148\u524d\u63d0\u4f9b\u7684\u7b54\u6848\uff1b\u628a\u4efb\u52d9\u300c\u62c6\u5206\u300d\u6210\u5e7e\u500b\u5c0f\u6b65\u9a5f\uff0c\u8b93AI\u5206\u5225\u56de\u7b54\uff1b\u8981\u6c42AI\u300c\u63d0\u4f9b\u66f4\u591a\u7d30\u7bc0\u300d\uff1b\u8981\u6c42AI\u300c\u9a57\u8b49\u300d\u67d0\u4e00\u500b\u7d50\u679c\uff1b\u76f4\u63a5\u8ddfAI\u8aaa\u300c\u524d\u4e00\u500b\u89e3\u7b54\u70ba\u4ec0\u9ebc\u53ef\u80fd\u662f\u932f\u7684\uff0c\u8acb\u91cd\u65b0\u8003\u616e\u300d\u3002<\/p>\n<p>\u81f3\u65bc\u63a1\u53d6\u7b2c\u4e8c\u985e\u7684\u300c\u5206\u5de5\u300d\u7b56\u7565\u7684\u8070\u660e\u4eba\uff0c\u5247\u6bd4\u8f03\u5e38\u8acbAI\u5c08\u6ce8\u65bc\u9019\u4e9b\u4efb\u52d9\uff1a\u8acbAI\u5c31\u4e00\u500b\u554f\u984c\u63d0\u4f9b\u4e00\u822c\u6027\u7684\u8cc7\u6599\uff0c\u5e6b\u52a9\u81ea\u5df1\u5feb\u901f\u638c\u63e1\u5927\u65b9\u5411\uff1b\u8a62\u554fAI\u89e3\u6c7a\u554f\u984c\u7684\u53ef\u80fd\u65b9\u5f0f\uff1b\u5728\u81ea\u5df1\u7522\u51fa\u521d\u7a3f\u4e4b\u5f8c\uff0c\u518d\u8acbAI\u5354\u52a9\u6f64\u98fe\u3002<\/p>\n<p>\u5ef6\u4f38\u9019\u6a23\u7684\u767c\u73fe\uff0c\u6211\u5011\u6216\u8a31\u53ef\u4ee5\u9019\u9ebc\u8aaa\uff1a\u5728AI\u7684\u6642\u4ee3\uff0c\u6280\u80fd\u9084\u662f\u91cd\u8981\u7684\uff0c\u4f46\u6280\u80fd\u7684\u610f\u7fa9\u5df2\u7d93\u4e0d\u4e00\u6a23\u4e86\u3002\u5982\u679c\u662f\u90a3\u4e9b\u9760AI\u5c31\u80fd\u5920\u505a\u5f97\u5f88\u597d\u7684\u6280\u80fd\uff0c\u7528\u8655\u5c31\u5f88\u6709\u9650\uff0c\u56e0\u70ba\u96c7\u4e3b\u53ef\u4ee5\u4e7e\u8106\u6539\u7528AI\u4f86\u505a\u5c31\u597d\uff0c\u6216\u662f\u7528\u8f03\u4f4e\u7684\u916c\u52de\u8058\u8acb\u6280\u80fd\u8f03\u4f4e\u7684\u4eba\u4f7f\u7528AI\u7522\u51fa\u6210\u679c\u3002\u771f\u6b63\u5403\u9999\u7684\u6280\u80fd\uff0c\u662f\u9762\u5c0d\u8907\u96dc\u7684\u4efb\u52d9\u6642\uff0c\u300c\u5229\u7528AI\u628a\u4e8b\u60c5\u505a\u5f97\u66f4\u597d\u300d\u7684\u6280\u80fd\u3002\u5177\u9ad4\u800c\u8a00\uff0c\u9019\u53ef\u80fd\u662f\u300c\u5224\u65b7AI\u7d66\u7684\u7b54\u6848\u4e0d\u5920\u597d\uff0c\u627e\u5230\u65b9\u6cd5\u8981\u6c42AI\u505a\u66f4\u597d\u300d\uff0c\u4e5f\u53ef\u80fd\u662f\u300c\u8fa8\u5225\u54ea\u4e9b\u4efb\u52d9\u9069\u5408AI\uff0c\u628a\u90a3\u4e9b\u4efb\u52d9\u5206\u7d66AI\u505a\uff0c\u5269\u4e0b\u7684\u81ea\u5df1\u8655\u7406\u300d\u2500\u2500\u5728\u672a\u4f86\u7684\u6559\u80b2\u4e2d\uff0c\u9019\u6a23\u7684\u6280\u80fd\u624d\u662f\u66f4\u503c\u5f97\u57f9\u990a\u7684\u3002<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p><strong>\u53c3\u8003\u6587\u737b<\/strong><\/p>\n<ol>\n<li><a href=\"https:\/\/ssrn.com\/abstract=4527336\">Hui, Xiang &amp; Reshef &amp; Luofeng Zhou, 2023, \u201cThe Short-Term Effects of Generative Artificial Intelligence on Employment: Evidence from an Online Labor Market\u201d.<\/a><\/li>\n<li><a href=\"https:\/\/www.ft.com\/content\/b2928076-5c52-43e9-8872-08fda2aa2fcf\">Burn-Murdoch, John, 2023, \u201cHere\u2019s what we know about generative AI\u2019s impact on white-collar work.\u201d, <em>Financial Times<\/em>.<\/a><\/li>\n<li><a href=\"https:\/\/ssrn.com\/abstract=4573321\">Dell'Acqua, Fabrizio, Edward McFowland and Ethan R. Mollick, Hila Lifshitz-Assaf, Katherine Kellogg, Saran Rajendran and Lisa Krayer, Fran\u00e7ois Candelon, and Karim R. Lakhani. 2023. \u201cNavigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of AI on Knowledge Worker Productivity and Quality.\u201d <em>Harvard Business School Technology &amp; Operations Mgt. Unit Working Paper <\/em>No. 24-013.<\/a><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<hr \/>\n<p><span class=\"heading_text\"><span style=\"color: #0000ff;\"><strong>\u273e<\/strong><\/span>\u5ef6\u4f38\u95b1\u8b80\uff1a<\/span><span class=\"heading_text\">\u300a<\/span><a href=\"https:\/\/case.ntu.edu.tw\/blog\/?p=43481\">\u3010\u4eba\u7269\u5c08\u8a2a\u3011\u5b9a\u7fa9\u554f\u984c\u3001\u62c6\u89e3\u554f\u984c\uff0c1+AI=\u221e\uff1f\u2014\u2014\u5c08\u8a2a\u5442\u6b23\u6fa4\u6559\u6388<\/a>\u300b<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9762\u5c0d\u4eba\u5de5\u667a\u6167\u885d\u64ca\u5c31\u696d\u5e02\u5834\uff0c\u4e0d\u5c11\u4eba\u958b\u59cb\u64d4\u5fc3\u8d77\u81ea\u5df1\u7684\u5de5\u4f5c\u6703\u88abAI\u53d6\u4ee3\u3002\u61c9\u8a72\u4e0d\u5c11\u4eba\u6703\u544a\u8a34\u4f60\uff0c\u53ea\u8981\u4f60\u5177\u6709\u5c08\u696d\u9818\u57df\u7684\u9802\u5c16\u6280\u8853\uff0c\u90a3\u9ebc\u5c31\u4e0d\u7528\u6015\u88ab\u53d6\u4ee3\u4e86\u3002\u4f46\u2026\u2026\u771f\u7684\u662f\u9019\u6a23\uff1f\u7f8e\u570b\u7684\u5718\u968a\u900f\u904e\u5206\u6790\u7814\u7a76\u5e73\u81fa\u4e0a\u7684\u6578\u64da\u767c\u73fe\uff0c\u5728\u5beb\u4f5c\u8207\u6821\u5c0d\u3001\u7e6a\u5716\u7522\u696d\u4e2d\uff0c\u9802\u5c16\u5de5\u4f5c\u8005\u7684\u5de5\u4f5c\u6d41\u5931\u91cf\u3001\u5831\u916c\u91cf\u7684\u964d\u4f4e\u5e45\u5ea6\uff0c\u751a\u81f3\u6bd4\u5176\u4ed6\u4eba\u9084\u8981\u9ad8\u3002\u9019\u96e3\u9053\u8868\u793a\uff0c\u5c08\u696d\u6280\u8853\u4e0d\u518d\u91cd\u8981\u4e86\u55ce\uff1f\u5176\u5be6\u4e0d\u7136\u3002\u54c8\u4f5b\u5927\u5b78\u7814\u7a76\u5718\u968a\u767c\u73fe\uff0c\u7576\u4f60\u5177\u6709\u300c\u62c6\u89e3\u554f\u984c\u300d\u3001\u300c\u5584\u7528AI\u3001\u8207AI\u5206\u5de5\u5408\u4f5c\u300d\u4f86\u89e3\u6c7a\u8907\u96dc\u554f\u984c\u7684\u80fd\u529b\u6642\uff0c\u5728\u672a\u4f86\u5c07\u5177\u6709\u66f4\u597d\u7684\u7af6\u722d\u529b\uff0c\u4e5f\u4e0d\u7528\u64d4\u5fc3\u6703\u88abAI\u53d6\u4ee3\u3002<\/p>\n","protected":false},"author":20,"featured_media":43554,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6923,3772,3293,791],"tags":[6945,6786],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2023\/12\/AI\u53d6\u4ee3\u5de5\u4f5c-scaled.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/43553"}],"collection":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=43553"}],"version-history":[{"count":5,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/43553\/revisions"}],"predecessor-version":[{"id":43576,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/43553\/revisions\/43576"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/43554"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=43553"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=43553"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=43553"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}