{"id":2713,"date":"2025-11-25T16:28:53","date_gmt":"2025-11-25T08:28:53","guid":{"rendered":"https:\/\/econ.wp.shu.edu.tw\/?p=2713"},"modified":"2025-11-25T17:16:13","modified_gmt":"2025-11-25T09:16:13","slug":"9%e6%9c%88%e4%bb%bd%e7%9c%8b%e6%9d%bf%e4%ba%ba%e7%89%a9-%e9%99%b3%e4%b8%96%e8%83%bd%e6%95%99%e6%8e%88-2-2-2-3-2-2-2-2-2","status":"publish","type":"post","link":"http:\/\/econ.wp.shu.edu.tw\/?p=2713","title":{"rendered":"12\u6708\u4efd\u770b\u677f\u4eba\u7269\u2014\u7530\u5f18\u83ef\u526f\u6559\u6388\uff1aAI\u6642\u4ee3\u7684\u751f\u5b58\u6307\u5357"},"content":{"rendered":"\n<p><strong>\u6a19\u984c\uff1aAI \u6642\u4ee3\u7684\u751f\u5b58\u6307\u5357\uff1a\u70ba\u4ec0\u9ebc\u672a\u4f86\u5c6c\u65bc\u300c\u6c34\u96fb\u5de5\u300d\u8207\u300c\u505a\u5c0f\u4e8b\u300d\u7684\u4eba\uff1f<\/strong><\/p>\n\n\n<p><span style=\"color: #ff0000\">\u526f\u6a19\u984c\uff1a\u7576 AI \u80fd\u5920\u7522\u51fa\u5b8c\u7f8e\u7684\u7406\u8ad6\u8207\u5b8f\u5927\u7684\u8a08\u756b\uff0c\u4eba\u985e\u6700\u73cd\u8cb4\u7684\u80fd\u529b\uff0c\u53cd\u800c\u85cf\u5728\u6700\u6ce5\u6fd8\u7684\u7d30\u7bc0\u88e1\u3002<\/span><\/p>\n<h5><span style=\"color: #000080\">\u7de3\u8d77\uff1a\u5f9e\u6230\u7565\u7406\u8ad6\u5230\u6ce5\u5730\u5be6\u4f5c\u7684\u8f49\u6298<\/span><\/h5>\n<p>\u9019\u7bc7\u6587\u7ae0\u8a95\u751f\u65bc\u4e00\u5834\u6df1\u5ea6\u5c0d\u8a71\u2014\u2014\u4e0d\u50c5\u662f\u8207 AI \u7684\u5c0d\u8a71\uff0c\u66f4\u662f\u4e00\u5834\u5c0d\u300cAI \u6642\u4ee3\u6838\u5fc3\u80fd\u529b\u300d\u7684\u91cd\u65b0\u5b9a\u7fa9\u3002\u5f9e\u4e00\u958b\u59cb\u6211\u5011\u71b1\u8877\u65bc\u63a2\u8a0e\u601d\u7dad\u6a21\u578b\u3001\u5f8c\u8a2d\u8a8d\u77e5\u3001Minerva \u5927\u5b78\u3001\u6c7a\u7b56\u80fd\u529b\u8207\u500b\u9ad4\u7d93\u6fdf\u5b78\u7684\u601d\u8fa8\uff0c\u5230\u6700\u5f8c\uff0c\u6211\u5011\u767c\u73fe\uff1a<br \/><strong><span style=\"color: #808080\">AI \u6642\u4ee3\u7684\u771f\u6b63\u82f1\u96c4\uff0c\u6216\u8a31\u4e0d\u662f\u6307\u63ee\u5b98\uff0c\u800c\u662f\u6c34\u96fb\u5de5\u3002<\/span><\/strong><\/p>\n<h5><span style=\"color: #000080\"><strong>1. AI \u662f\u4f4f\u5728\u96f2\u7aef\u7684\u7a7a\u60f3\u5bb6\uff0c\u800c\u554f\u984c\u4f4f\u5728\u6ce5\u6cbc\u88e1<\/strong><\/span><\/h5>\n<p>\u60f3\u50cf\u4e00\u4e0b\uff0cAI \u662f\u4eba\u985e\u6b77\u53f2\u4e0a\u8b80\u904e\u6700\u591a\u66f8\u7684\u300c\u8d85\u7d1a\u5b78\u9738\u300d\u3002\u5982\u679c\u4f60\u554f\u5b83\u5982\u4f55\u89e3\u6c7a\u8ca7\u7aae\u554f\u984c\uff0c\u5b83\u80fd\u5728\u4e00\u79d2\u9418\u5167\u7d66\u4f60\u4e00\u7bc7\u5f15\u7528\u4e86\u4e9e\u7576\u65af\u5bc6\u548c\u51f1\u56e0\u65af\u7684\u5b8c\u7f8e\u8ad6\u6587\u3002\u4f46\u554f\u984c\u662f\uff0cAI \u6c38\u9060\u4f4f\u5728\u300c\u96f2\u7aef\u300d\u3002\u5b83\u5f9e\u4f86\u6c92\u6709\u88ab\u96e8\u6dcb\u6fd5\u904e\uff0c\u6c92\u6709\u56e0\u70ba\u4e00\u9846\u87ba\u7d72\u8f49\u4e0d\u958b\u800c\u751f\u6c23\u904e\uff0c\u66f4\u6c92\u6709\u8655\u7406\u904e\u56e0\u70ba\u5931\u6200\u800c\u4e0d\u60f3\u5de5\u4f5c\u7684\u4eba\u985e\u540c\u4e8b\u3002<br \/>AI \u64c5\u9577\u63d0\u4f9b\u5b8c\u7f8e\u89e3\u6cd5\u7684\u300c\u85cd\u5716\u300d\uff0c\u537b\u4e0d\u7406\u89e3\u73fe\u5be6\u4e16\u754c\u7684\u6469\u64e6\u529b\u3002\u7576 AI \u5efa\u8b70\u300c\u53ea\u8981\u512a\u5316\u9019\u500b\u6d41\u7a0b\uff0c\u6548\u7387\u5c31\u80fd\u63d0\u5347<br \/>20%\u300d\u6642\uff0c\u5b83\u770b\u4e0d\u5230\u73fe\u5834\u7684\u90a3\u689d\u6c34\u7ba1\u5176\u5be6\u5df2\u7d93\u751f\u93fd\u4e86\u3002\u5b83\u4e5f\u4e0d\u77e5\u9053\u67d0\u90e8\u6a5f\u5668\u6628\u5929\u624d\u525b\u7576\u6a5f\u3001\u4eba\u54e1\u5176\u5be6\u6392\u73ed\u885d\u7a81\u3001\u73fe\u5834\u81e8\u6642\u72c0\u6cc1\u767e\u51fa\u3002<br \/><strong>\u9019\u6642\u5019\uff0c\u6211\u5011\u9700\u8981\u7684\u4e0d\u662f\u53e6\u4e00\u500b\u5beb\u85cd\u5716\u7684\u4eba\uff0c\u800c\u662f\u4e00\u500b\u770b\u5f97\u51fa\u54ea\u88e1\u6f0f\u6c34\u3001\u4e26\u4e14\u77e5\u9053\u62ff\u4ec0\u9ebc\u5de5\u5177\u53bb\u5835\u4f4f\u5b83\u7684\u300c\u6c34\u96fb\u5de5\u300d\u3002<\/strong><br \/>\u9019\u5c31\u662f\u5dee\u7570\uff1a<br \/><strong>\uff0eAI \u7d66\u85cd\u5716\uff0c\u6c34\u96fb\u5de5\u63a5\u5730\u6c23\u3002<\/strong><br \/><strong>\uff0eAI \u662f\u67b6\u69cb\u5e2b\uff0c\u6c34\u96fb\u5de5\u662f\u65bd\u5de5\u968a\u3002<\/strong><br \/>AI \u662f\u6c92\u6709\u624b\u7684\u7406\u8ad6\u5bb6\uff0c\u800c\u6211\u5011\u9700\u8981\u7684\u662f\u6703\u52d5\u624b\u7684\u4eba\u3002<\/p>\n<h5><span style=\"color: #000080\"><strong>2. \u8afe\u8c9d\u723e\u734e\u7d66\u4e86\u8ab0\uff1f\u6c34\u96fb\u5de5\u5f0f\u7684\u7d93\u6fdf\u5b78\u5bb6<\/strong><\/span><\/h5>\n<p>\u5728\u8ab2\u5802\u4e0a\u5b78\u7684\u7d93\u6fdf\u5b78\uff0c\u5f80\u5f80\u5145\u65a5\u8457\u5b8c\u7f8e\u7684\u66f2\u7dda\u548c\u6578\u5b78\u6a21\u578b\u3002\u4f46\u5728 2019 \u5e74\uff0c\u8afe\u8c9d\u723e\u7d93\u6fdf\u5b78\u734e\u9812\u7d66\u4e86\u4e09\u4f4d\u771f\u6b63\u8d70\u9032\u6ce5\u6fd8\u73fe\u5834\u7684\u5b78\u8005\u2014\u2014\u5176\u4e2d\u4e00\u4f4d\u662f\u827e\u7d72\u7279\u00b7\u675c\u8299\u82e5 (Esther Duflo)\u3002<br \/>\u5979\u66fe\u628a\u81ea\u5df1\u6bd4\u55bb\u70ba\u300c\u6c34\u96fb\u5de5\u300d\u3002\u70ba\u4ec0\u9ebc\uff1f<br \/>\u5728\u975e\u6d32\u7814\u7a76\u5982\u4f55\u63d0\u9ad8\u75ab\u82d7\u63a5\u7a2e\u7387\u6642\uff0c\u50b3\u7d71\u7684\u7d93\u6fdf\u5b78\u5bb6\u53ef\u80fd\u6703\u5728\u8fa6\u516c\u5ba4\u88e1\u722d\u8faf\u300c\u5065\u5eb7\u610f\u8b58\u300d\u6216\u300c\u6587\u5316\u56e0\u7d20\u300d\u7b49\u5b8f\u5927\u7406\u8ad6\u3002<br \/>\u4f46\u675c\u8299\u82e5\u50cf\u6c34\u96fb\u5de5\u4e00\u6a23\u8d70\u9032\u73fe\u5834\u6aa2\u67e5\u300c\u7ba1\u7dda\u300d\u3002\u5979\u767c\u73fe\uff0c\u6751\u6c11\u4e0d\u53bb\u6253\u75ab\u82d7\uff0c\u4e0d\u662f\u56e0\u70ba\u53cd\u5c0d\u79d1\u5b78\uff0c\u7d14\u7cb9\u662f\u56e0\u70ba\u8a3a\u6240\u592a\u9060\uff0c\u5927\u5bb6\u7fd2\u6163\u6027\u62d6\u5ef6\u2014\u2014\u9019\u5c31\u662f\u73fe\u5be6\u7684\u300c\u6469\u64e6\u529b\u300d\u3002<br \/>\u5979\u7684\u89e3\u6cd5\u662f\u4ec0\u9ebc\uff1f\u4e0d\u662f\u5beb\u8ad6\u6587\u6559\u80b2\u6751\u6c11\uff0c\u800c\u662f<strong>\u300c\u53ea\u8981\u4f86\u6253\u75ab\u82d7\uff0c\u5c31\u9001\u4e00\u888b\u4e7e\u8c46\u5b50\uff08Lentils\uff09\u300d<\/strong>\u3002<br \/>\u7d50\u679c\u986f\u793a\uff0c<strong>\u9001\u8c46\u5b50\u63a5\u7a2e\u7387\u7ffb\u4e86\u516d\u500d<\/strong>\u3002<br \/>\u5979\u4e0d\u662f\u5728\u96f2\u7aef\u63d0\u65b9\u6848\uff0c\u800c\u662f\u5f4e\u8170\u627e\u6f0f\u6c34\u7684\u95a5\u9580\u3002<br \/>\u90a3\u4e00\u888b\u50f9\u503c\u6975\u4f4e\u7684\u8c46\u5b50\uff0c\u5c31\u662f\u6c34\u96fb\u5de5\u7684\u6273\u624b\uff0c\u8f49\u52d5\u4e86\u540d\u70ba\u300c\u4eba\u6027\u300d\u7684\u95a5\u9580\uff0c\u89e3\u6c7a\u4e86\u5b8f\u5927\u7406\u8ad6\u89e3\u6c7a\u4e0d\u4e86\u7684\u554f\u984c\u3002\u9019\u5c31\u662f\u6700\u9802\u5c16\u7684\u7d93\u6fdf\u5b78\uff1a<strong>\u627f\u8a8d\u7d30\u7bc0\u6c7a\u5b9a\u6210\u6557\uff0c\u4e26\u52d5\u624b\u4fee\u5fa9\u5b83<\/strong>\u3002<\/p>\n<h5><span style=\"color: #000080\"><strong>3. \u5f9e\u5fb7\u96f7\u838e\u4fee\u5973\u8ac7\u5230 AI \u7684\u65b0\u7a00\u7f3a\u8cc7\u7522<\/strong><\/span><\/h5>\n<p>\u5fb7\u96f7\u838e\u4fee\u5973\u8aaa\uff1a<br \/><strong><span style=\"color: #808080\">\u300c\u6211\u5011\u7121\u6cd5\u505a\u5049\u5927\u7684\u4e8b\uff0c\u53ea\u80fd\u7528\u5049\u5927\u7684\u611b\u505a\u5fae\u5c0f\u7684\u4e8b\u3002\u300d<\/span><\/strong><br \/>\u9019\u53e5\u8a71\u5230\u4e86 AI \u6642\u4ee3\uff0c\u7a81\u7136\u6709\u4e86\u53e6\u4e00\u5c64\u610f\u7fa9\uff1a<br \/><strong>\uff0e\u7406\u8ad6\u5df2\u7d93\u5ec9\u50f9\uff0c\u884c\u52d5\u624d\u6700\u6602\u8cb4\u3002<\/strong><br \/><strong>\uff0e\u4eba\u4eba\u90fd\u80fd\u5beb\u5b8f\u5927\u8a08\u756b\uff0c\u4f46\u4e0d\u662f\u6bcf\u500b\u4eba\u90fd\u9858\u610f\u6372\u8d77\u8896\u5b50\u64e6\u4e7e\u6de4\u6ce5\u3002<\/strong><br \/>\u56e0\u70ba AI \u7684\u51fa\u73fe\uff0c\u300c\u5b8f\u5927\u7684\u8a08\u756b\u300d\u3001\u300c\u5b8c\u7f8e\u7684\u7406\u8ad6\u300d\u3001\u300c\u6d77\u91cf\u7684\u77e5\u8b58\u300d\u8b8a\u5f97\u524d\u6240\u672a\u6709\u7684\u5ec9\u50f9\u3002\u4f60\u6309\u4e00\u500b\u9375\uff0cAI \u5c31\u80fd\u7d66\u4f60\u4e00\u500b\u62ef\u6551\u4e16\u754c\u7684\u65b9\u6848\u3002<br \/><strong>\u7576\u300c\u5b8f\u5927\u300d\u8b8a\u5f97\u5ec9\u50f9\uff0c\u300c\u5fae\u5c0f\u300d\u5c31\u8b8a\u5f97\u6602\u8cb4\u3002<\/strong>\u90a3\u4e9b\u9858\u610f\u5f4e\u4e0b\u8170\u4f86\u8655\u7406\u5fae\u5c0f\u9ebb\u7169\u3001\u9858\u610f\u6372\u8d77\u8896\u5b50\u61c9\u5c0d\u5177\u9ad4\u7d30\u7bc0\u3001\u9858\u610f\u5728\u73fe\u5834\u89e3\u6c7a\u7a81\u767c\u72c0\u6cc1\u7684\u80fd\u529b\uff0c\u8b8a\u6210\u4e86\u6700\u7a00\u7f3a\u7684\u8cc7\u7522\u3002<\/p>\n<h5><span style=\"color: #000080\"><strong>4. \u6559\u80b2\u7684\u8f49\u5411\uff1a\u5f9e\u5b78\u8853\u5c0e\u5411\u5230\u300c\u6c34\u96fb\u5de5\u8a13\u7df4\u300d<\/strong><\/span><\/h5>\n<p>\u6211\u5011\u904e\u53bb\u8a13\u7df4\u5b78\u751f\u6210\u70ba\u300c\u6703\u8003\u9ad8\u5206\u7684\u77e5\u8b58\u7ba1\u7406\u54e1\u300d\uff0c\u73fe\u5728\u6211\u5011\u8a72\u8a13\u7df4\u4ed6\u5011\u6210\u70ba\u300c\u6703\u62c6\u554f\u984c\u3001\u61c2\u5be6\u4f5c\u7684\u7cfb\u7d71\u4fee\u5fa9\u8005\u300d\u3002<br \/><span style=\"color: #808080\"><strong>\u4e0d\u662f\u8b93\u5b78\u751f\u80cc\u5b8c\u4f9b\u9700\u66f2\u7dda\uff0c\u800c\u662f\u8b93\u4ed6\u5011\u89e3\u6c7a\uff1a\u70ba\u4f55\u5b78\u751f\u9910\u5ef3\u6bcf\u5230\u4e2d\u5348\u90fd\u6392\u7206\uff1f<\/strong><\/span><br \/>\u6559\u80b2\u7684\u91cd\u5fc3\uff0c\u5f9e\u300c\u5b78\u7406\u300d\u8f49\u5411\u300c\u5be6\u52d9\u4e2d\u7684\u6469\u64e6\u89e3\u6c7a\u529b\u300d\u3002<\/p>\n<h5><span style=\"color: #000080\"><strong>5. AI \u6642\u4ee3\u7684\u50f9\u503c\u9078\u64c7\uff1a\u505a\u500b\u5e73\u51e1\u800c\u8d85\u53b2\u5bb3\u7684\u4eba<\/strong><\/span><\/h5>\n<p>\u9762\u5c0d AI \u6642\u4ee3\uff0c\u8acb\u4e0d\u8981\u611f\u5230\u6050\u614c\uff0c\u89ba\u5f97\u81ea\u5df1\u5fc5\u9808\u8b8a\u6210\u4e00\u500b\u9ad8\u4e0d\u53ef\u6500\u7684\u300c\u6c7a\u7b56\u5927\u5e2b\u300d\u3002<br \/>\u9019\u500b\u6642\u4ee3\u4e0d\u9700\u8981\u66f4\u591a\u53ea\u6703\u8ac7\u7406\u8ad6\u7684\u4eba\uff0c\u6bcf\u500b\u4eba\u90fd\u53bb\u601d\u8003\u96fb\u8eca\u96e3\u984c\u822c\u7684\u9053\u5fb7\u56f0\u5883\u3002\u9019\u500b\u6642\u4ee3\u9700\u8981\u7684\u662f\u80fd\u5920\u300c<strong>\u77e5\u884c\u5408\u4e00\u300d<\/strong>\u7684\u5be6\u8e10\u8005\u3002\u5728\u672a\u4f86\u7684\u8077\u5834\u4e0a\uff0c\u6700\u53b2\u5bb3\u7684\u4eba\uff0c\u5f80\u5f80\u662f\u90a3\u4e9b\u8aaa\uff1a<br \/>\u300c\u4f60\u7684\u85cd\u5716\u5f88\u68d2\uff0c\u4f46\u6839\u64da\u73fe\u5834\u60c5\u6cc1\uff0c\u9019\u88e1\u884c\u4e0d\u901a\u3002\u6211\u4f86\u8abf\u6574\u4e00\u4e0b\u9019\u500b\u7d30\u7bc0\uff0c\u628a\u5b83\u771f\u7684\u505a\u51fa\u4f86\u3002\u300d<br \/>\u6211\u5011\u4e0d\u9700\u8981\u505a\u5049\u5927\u7684\u4e8b\u3002\u5728 AI \u7684\u5354\u52a9\u4e0b\uff0c\u6211\u5011\u53ea\u8981\u50cf\u500b\u6c34\u96fb\u5de5\u4e00\u6a23\uff0c\u5c08\u6ce8\u5730\u3001\u7528\u5fc3\u5730\u628a\u773c\u524d\u90a3\u4e9b\u5177\u9ad4\u800c\u5fae\u5c0f\u7684\u554f\u984c\u89e3\u6c7a\u597d\uff0c\u90a3\u5c31\u5df2\u7d93\u662f\u975e\u5e38\u3001\u975e\u5e38\u4e86\u4e0d\u8d77\u7684\u6210\u5c31\u4e86\u3002<br \/>\u6211\u5011\u9700\u8981\u7684\u662f\u90a3\u4e9b\uff1a<br \/>\uff0e\u9858\u610f\u53bb\u73fe\u5834\u3001\u554f\u70ba\u4ec0\u9ebc\u6c92\u4eba\u5831\u540d\u7684\u5de5\u4f5c\u574a\uff1f<br 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