{"id":43695,"date":"2024-02-16T18:00:46","date_gmt":"2024-02-16T10:00:46","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=43695"},"modified":"2024-02-06T17:19:45","modified_gmt":"2024-02-06T09:19:45","slug":"%e3%80%90ai%e6%96%b0%e6%b5%aa%e6%bd%ae%ef%bc%9a%e7%94%9f%e6%88%90%e5%bc%8f%e8%ae%8a%e9%9d%a9%e3%80%91%e7%94%a2%e6%a5%ad%e8%88%87%e8%81%b7%e6%b6%af%e7%9a%84%e7%99%bc%e5%b1%95%ef%bc%9a%e7%94%9f%e6%88%90","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=43695","title":{"rendered":"\u3010AI\u65b0\u6d6a\u6f6e\uff1a\u751f\u6210\u5f0f\u8b8a\u9769\u3011\u7522\u696d\u8207\u8077\u6daf\u7684\u767c\u5c55\uff1a\u751f\u6210\u5f0fAI\u5982\u4f55\u5354\u52a9\u6211\uff1f"},"content":{"rendered":"<p><span style=\"color: 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sizes=\"(max-width: 300px) 100vw, 300px\" \/><figcaption id=\"caption-attachment-43697\" class=\"wp-caption-text\">\u4f86\u6e90\uff1a\u81fa\u5927\u79d1\u5b78\u6559\u80b2\u767c\u5c55\u4e2d\u5fc3<\/figcaption><\/figure>\n<p>2023\u5e747\u6708\uff0c\u597d\u840a\u5862\u7de8\u5287\u53ca\u6f14\u54e1\u5de5\u6703\u767c\u8d7743\u5e74\u4f86\u7b2c\u4e00\u6b21\u7f77\u5de5\uff0c\u5305\u542b\u6885\u8389\u53f2\u7fe0\u666e\u3001\u73cd\u59ae\u4f5b\u52de\u502b\u65af\u7b49\u4eba\u90fd\u5728\u7f77\u5de5\u884c\u5217\u4e2d\uff0c\u8207\u4e32\u6d41\u5e73\u53f0\u3001\u96fb\u5f71\u516c\u53f8\u50f5\u6301\u5c0d\u5cd9\uff0c\u6297\u8b70\u751f\u6210\u5f0fAI\u53ef\u80fd\u88ab\u7528\u65bc\u751f\u6210\u5287\u672c\u3001\u5275\u5efa\u6f14\u54e1\u8096\u50cf\uff0c\u4ee5\u6578\u4f4d\u5316\u8868\u6f14\u5f62\u5f0f\uff0c\u4fb5\u72af\u751a\u81f3\u53d6\u4ee3\u539f\u672c\u7684\u85dd\u8853\u5de5\u4f5c\u3002\u96a8\u8457\u751f\u6210\u5f0fAI\u7684\u554f\u4e16\u8207\u5feb\u901f\u6f14\u9032\uff0c\u5168\u7403\u5f15\u767c\u4e00\u9023\u4e32AI\u53d6\u4ee3\u90e8\u5206\u8077\u696d\u7684\u601d\u8003\u8207\u7591\u616e\u3002\u7f8e\u570b\u8cd3\u5dde\u5927\u5b78\u7814\u7a76\u6307\u51fa\uff0c80%\u7f8e\u570b\u52de\u52d5\u529b\u4e2d\uff0c10%\u5de5\u4f5c\u4efb\u52d9\u5c07\u53d7\u5230\u5f71\u97ff\uff1b\u800c\u7d0420%\u5de5\u4f5c\u8005\u5c07\u9762\u5c0d\u81f3\u5c1150%\u5de5\u4f5c\u4efb\u52d9\u8207\u5927\u578b\u8a9e\u8a00\u6a21\u578b (LLM) 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style=\"color: #99cc00;\"><strong>\u8207\u4eba\u5de5\u667a\u6167\u5171\u597d\uff1a\u62c6\u89e3\u5de5\u4f5c\u6d41\u7a0b\u8207\u4eba\u985e\u5fc3\u667a\u6d3b\u52d5<\/strong><\/span><\/h6>\n<figure id=\"attachment_43698\" aria-describedby=\"caption-attachment-43698\" style=\"width: 300px\" class=\"wp-caption alignright\"><img decoding=\"async\" class=\"wp-image-43698 size-medium\" src=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2788-300x200.jpg\" alt=\"\" width=\"300\" height=\"200\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2788-300x200.jpg 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2788-1024x683.jpg 1024w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2788-768x512.jpg 768w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2788-1536x1024.jpg 1536w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2788-2048x1365.jpg 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><figcaption id=\"caption-attachment-43698\" class=\"wp-caption-text\">\u4f86\u6e90\uff1a\u81fa\u5927\u79d1\u5b78\u6559\u80b2\u767c\u5c55\u4e2d\u5fc3<\/figcaption><\/figure>\n<p>\u4e0d\u540c\u65bc\u904e\u5f80\u591a\u6578\u4eba\u5c0d\u79d1\u6280\u7684\u8a8d\u77e5\u8207\u60f3\u50cf\uff0cChatGPT\u900f\u904e\u62c6\u89e3\u554f\u984c\uff0c\u63d0\u4f9b\u76f8\u61c9\u7684\u5ba2\u88fd\u5316\u7b54\u6848\uff0c\u4e26\u5728\u7121\u6578\u6b21\u7684\u8a13\u7df4\u4e2d\u81ea\u4e3b\u5b78\u7fd2\u74b0\u5883\u611f\u77e5\uff0c\u9032\u4e00\u6b65\u512a\u5316\u670d\u52d9\u3002\u674e\u6021\u5fd7\u6559\u6388\u4ee5\u4eba\u5de5\u3001\u81ea\u52d5\u3001\u9059\u63a7\u3001\u81ea\u52d5\u5316\u3001\u81ea\u4e3b\u4ee5\u53ca\u667a\u6167\uff0c\u5c07\u53d6\u4ee3\u4eba\u529b\u7684\u65b9\u6cd5\u5283\u5206\u70ba\u516d\u7a2e\u3002\u81ea\u52d5\u70ba\u6a5f\u5668\u4ee3\u52de\u90e8\u5206\u4eba\u529b\u5de5\u4f5c\uff0c\u9059\u63a7\u5247\u5305\u542b\u90e8\u5206\u8a2d\u5b9a\u8207\u6307\u4ee4\uff0c\u4f8b\u5982\u5b9a\u6642\u6d17\u8863\u3001\u716e\u98ef\u3002\u800c\u81ea\u52d5\u5316\u5247\u5982\u6d17\u8863\u6a5f\u900f\u904e\u79e4\u91cd\uff0c\u81ea\u52d5\u8a55\u4f30\u653e\u6c34\u91cf\uff0c\u555f\u52d5\u8207\u5927\u90e8\u5206\u5de5\u4f5c\u6c7a\u7b56\u4f9d\u7136\u4ef0\u8cf4\u4eba\u70ba\u3002\u81ea\u4e3b\u5247\u662f\u6c92\u6709\u6307\u4ee4\u7684\u81ea\u52d5\u5316\uff0c\u64c1\u6709\u5c11\u8a31\u81ea\u4e3b\u5b78\u7fd2\u80fd\u529b\uff0c\u800c\u66f4\u9032\u4e00\u6b65\u7684AI\u5373\u662f\u667a\u6167\uff0c\u5982\u4eba\u8166\u822c\u80fd\u4f9d\u64da\u8cc7\u6599\u81ea\u4e3b\u5b78\u7fd2\u3002<\/p>\n<p>\u900f\u904e\u89e3\u69cb\u5404\u8077\u696d\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5373\u53ef\u4ee5\u5c0b\u627e\u6a5f\u5668\u4ee3\u52de\u7684\u6a5f\u6703\uff0c\u5c07\u90e8\u5206\u5de5\u4f5c\u5167\u5bb9\u4ee5\u81ea\u52d5\u3001\u81ea\u52d5\u5316\u7b49\u66f4\u9ad8\u6548\u7387\u7684\u65b9\u5f0f\u5b8c\u6210\u3002\u300c\u4eba\u985e\u662f\u8907\u96dc\u7684\u6a5f\u5668\uff0c\u6211\u5011\u6240\u8655\u7684\u74b0\u5883\u662f\u4f9d\u7167\u4eba\u985e\u7684\u5916\u578b\u8207\u884c\u70ba\u88ab\u5275\u9020\u3002\u300d\u674e\u6021\u5fd7\u6559\u6388\u8a8d\u70ba\uff0c\u5118\u7ba1\u4eba\u5de5\u667a\u6167\u767c\u5c55\u5feb\u901f\uff0c\u4f46\u4ee5\u6a5f\u5668\u5168\u9762\u53d6\u4ee3\u4eba\u985e\u4f9d\u7136\u4e0d\u5bb9\u6613\uff0c\u56e0\u70ba\u6a5f\u5668\u4e26\u4e0d\u70ba\u74b0\u5883\u6240\u5275\u9020\u3002\u800c\u5206\u89e3\u4eba\u985e\u8907\u96dc\u7684\u5fc3\u667a\u6d3b\u52d5\uff0c\u4e26\u9010\u4e00\u6aa2\u8996\u5de5\u4f5c\u4efb\u52d9\uff0c\u5c31\u662f\u5224\u65b7\u6b64\u5de5\u4f5c\u662f\u5426\u80fd\u7531\u4eba\u5de5\u667a\u6167\u5354\u52a9\u904b\u4f5c\u7684\u65b9\u6cd5\u4e4b\u4e00\u3002<\/p>\n<p>\u4ee5\u6536\u767c\u96fb\u5b50\u90f5\u4ef6\u70ba\u4f8b\uff0c\u5305\u542b\u90f5\u4ef6\u6e05\u55ae\u3001\u5167\u6587\u95b1\u89bd\u4ee5\u53ca\u56de\u8986\u4fe1\u4ef6\uff0c\u6bcf\u4e00\u968e\u6bb5\u90fd\u662f\u8907\u96dc\u7684\u5fc3\u667a\u884c\u70ba\uff0c\u6d89\u53ca\u512a\u5148\u9806\u5e8f\u5224\u5b9a\u3001\u6c7a\u7b56\u3001\u60c5\u611f\u53cd\u61c9\u3001\u81ea\u6211\u8abf\u7bc0\u7b49\u3002\u666e\u904d\u96fb\u5b50\u90f5\u4ef6\u7cfb\u7d71\u80fd\u5354\u52a9\u5224\u5b9a\u57fa\u790e\u4fe1\u4ef6\u7be9\u9078\u3001\u5206\u985e\uff0c\u7136\u800c\u53d6\u4ee3\u7a0b\u5ea6\u6709\u9650\uff0c\u5be6\u969b\u5224\u65b7\u7684\u6548\u679c\u4e5f\u4e26\u975e\u5b8c\u5168\u6b63\u78ba\uff0c\u88ab\u5224\u5b9a\u70ba\u5783\u573e\u4fe1\u4ef6\u4f9d\u7136\u53ef\u80fd\u85cf\u6709\u91cd\u8981\u8a0a\u606f\u3002\u5728\u62c6\u89e3\u4eba\u985e\u65bc\u6bcf\u4e00\u500b\u5de5\u4f5c\u6b65\u9a5f\u4e2d\u7684\u5fc3\u667a\u6d41\u7a0b\u5f8c\uff0c\u518d\u5224\u5b9a\u5de5\u4f5c\u6240\u9700\u7684\u8cc7\u8a0a\u8655\u7406\u985e\u578b\uff0c\u4ee5\u53ca\u5e0c\u671b\u4eba\u5de5\u667a\u6167\u751f\u6210\u7684\u7d50\u679c\uff0c\u4f8b\u5982\u5206\u53e2\u3001\u6392\u5e8f\u3001\u6458\u8981\u3001\u5206\u985e\u7b49\u7b49\u3002<\/p>\n<p>\u674e\u6021\u5fd7\u6559\u6388\u5f37\u8abf\uff0c\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u4e2d\u8a31\u591a\u7684\u8cc7\u6599\u985e\u578b\u70ba\u610f\u898b\u800c\u975e\u8cc7\u8a0a\uff0c\u63d0\u4f9b\u610f\u898b\u53c8\u662f\u8077\u5834\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u4efb\u52d9\u3002\u56e0\u6b64\uff0c\u5982\u679c\u80fd\u5584\u7528\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u63d0\u4f9b\u89c0\u9ede\u8207\u8490\u96c6\u610f\u898b\u7684\u80fd\u529b\uff0c\u5c31\u80fd\u8ca0\u64d4\u90e8\u5206\u5de5\u4f5c\u3002\u800c\u89c0\u9ede\u53c8\u53ef\u5206\u70ba\u672c\u8cea\u89c0\u9ede\u3001\u5c0d\u6297\u89c0\u9ede\u3001\u6c34\u5e73\u89c0\u9ede\u3001\u4e92\u52d5\u89c0\u9ede\u3001\u5782\u76f4\u89c0\u9ede\u4ee5\u53ca\u5c08\u696d\u89c0\u9ede\u3002\u4f8b\u5982\u900f\u904e\u8a2d\u8a08\u9069\u7576\u6307\u4ee4\uff0c\u8a13\u7df4\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u63d0\u4f9b\u4e00\u500b\u4e0d\u6613\u56de\u7b54\u7684\u554f\u984c\uff08\u5c0d\u6297\u89c0\u9ede\uff09\uff0c\u4e26\u56de\u7b54\u524d\u8ff0\u554f\u984c\uff0c\u5c31\u80fd\u91d0\u6e05\u4e26\u4f7f\u4e8b\u4ef6\u5206\u6790\u66f4\u52a0\u5713\u6eff\u3002\u7d30\u7d30\u62c6\u89e3\u5de5\u4f5c\u4efb\u52d9\u3001\u6d41\u7a0b\uff0c\u63a5\u8457\u8fa8\u8b58\u4eba\u5de5\u667a\u6167\u53ef\u5b8c\u6210\u7684\u5de5\u4f5c\uff0c\u4e26\u4fdd\u7559\u4eba\u6700\u64c5\u9577\u57f7\u884c\u7684\u90e8\u5206\uff0c\u900f\u904e\u91cd\u65b0\u8a2d\u8a08\u5de5\u4f5c\u6d41\u7a0b\uff0c\u518d\u4f9d\u7167\u81ea\u52d5\u5316\u3001\u81ea\u4e3b\u4ee5\u53ca\u667a\u6167\u7684\u7b49\u7d1a\u898f\u5283\uff0c\u4fbf\u80fd\u4f7f\u4eba\u5de5\u667a\u6167\u5728\u5de5\u4f5c\u5834\u57df\u4e2d\u5be6\u73fe\u6700\u5927\u6548\u76ca\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #99cc00;\"><strong>\u6559\u5b78\u5834\u57df\u7684\u8f49\u578b\uff1a\u57f9\u990a\u89e3\u69cb\u554f\u984c\u7684\u751f\u6210\u5f0fAI\u61c9\u7528\u529b<\/strong><\/span><\/h6>\n<figure id=\"attachment_43699\" aria-describedby=\"caption-attachment-43699\" style=\"width: 300px\" class=\"wp-caption alignright\"><img decoding=\"async\" class=\"wp-image-43699 size-medium\" src=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2822-300x200.jpg\" alt=\"\" width=\"300\" height=\"200\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2822-300x200.jpg 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2822-1024x683.jpg 1024w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2822-768x512.jpg 768w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2822-1536x1024.jpg 1536w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2822-2048x1365.jpg 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><figcaption id=\"caption-attachment-43699\" class=\"wp-caption-text\">\u4f86\u6e90\uff1a\u81fa\u5927\u79d1\u5b78\u6559\u80b2\u767c\u5c55\u4e2d\u5fc3<\/figcaption><\/figure>\n<p>\u96d6\u7136\u4eba\u5de5\u667a\u6167\u662f\u5728ChatGPT\u5e2d\u6372\u5168\u7403\u5f8c\u88ab\u5ee3\u6cdb\u8a8d\u8b58\uff0c\u4f46\u5442\u6b23\u6fa4\u6559\u6388\u5728\u8b1b\u4f5c\u4e2d\u91cb\u7591\uff0c\u4e0d\u540c\u65bc\u4eba\u5de5\u667a\u61671.0\u662f\u900f\u904e\u5c07\u5927\u91cf\u7167\u7247\u8f38\u5165\u96fb\u8166\u5b78\u7fd2\uff0c\u518d\u4e1f\u5165\u5927\u578b\u795e\u7d93\u7db2\u8def\u4e2d\u904b\u4f5c\uff1b\u751f\u6210\u5f0fAI\u5176\u5be6\u662f\u66f4\u9032\u4e00\u6b65\u7684\u4eba\u5de5\u667a\u61672.0\uff0c\u80fd\u5920\u900f\u904e\u6f14\u7b97\u6cd5\u8fa8\u8b58\u8cc7\u6599\u4e26\u9032\u800c\u751f\u6210\u3001\u5275\u9020\u5c0d\u61c9\u7684\u7269\u4ef6\u3002<\/p>\n<p>\u4e0d\u904e\uff0c\u96a8\u8457\u751f\u6210\u5f0fAI\u88ab\u5ee3\u6cdb\u61c9\u7528\uff0c\u4e5f\u9678\u7e8c\u884d\u751f\u591a\u8d77\u8457\u4f5c\u6b0a\u722d\u8b70\u30022022\u5e74\u7f8e\u570b\u79d1\u7f85\u62c9\u591a\u5dde\u85dd\u8853\u535a\u89bd\u6703\uff0c\u540d\u70ba\u300a\u592a\u7a7a\u6b4c\u5287\u9662\u300b\u7684\u756b\u4f5c\u6253\u6557\u773e\u591a\u53c3\u8cfd\u4f5c\u54c1\uff0c\u4e00\u8209\u596a\u5f97\u6578\u5b57\u85dd\u8853\u985e\u5225\u51a0\u8ecd\u3002\u4e0d\u904e\u56e0\u70ba\u8a72\u4f5c\u54c1\u4e8b\u5f8c\u624d\u88ab\u62ab\u9732\u70baAI\u88fd\u5716\u5de5\u5177Midjourney\u751f\u6210\uff0c\u4e14\u6cd5\u9662\u5224\u5b9a\u4f5c\u8005\u5fc5\u9808\u6295\u5165\u5275\u4f5c\uff0c\u56e0\u6b64\u6700\u7d42\u4f5c\u8005\u4e26\u6c92\u6709\u6210\u529f\u53d6\u5f97\u8457\u4f5c\u6b0a\u3002\u6b64\u5916\uff0c\u56e0\u70ba\u4eba\u5de5\u667a\u6167\u662f\u7d93\u7531\u5927\u91cf\u7684\u8cc7\u6599\u8a13\u7df4\u751f\u6210\u76f8\u5c0d\u61c9\u7684\u7d50\u679c\uff0c\u4e0d\u514d\u53d7\u5230\u8cc7\u6599\u4e2d\u539f\u5148\u5c31\u5b58\u5728\u7684\u504f\u898b\u5f71\u97ff\uff0c\u56e0\u6b64\u4e5f\u9762\u81e8\u504f\u898b\u518d\u88fd\u7684\u64d4\u6182\u8207\u7591\u616e\u3002<\/p>\n<p>\u5118\u7ba1\u4eba\u5de5\u667a\u6167\u7684\u5f71\u97ff\u4e00\u9ad4\u5169\u9762\uff0c\u4f46\u4e5f\u7121\u6cd5\u963b\u7919\u5404\u884c\u696d\u5c07AI\u7d0d\u5165\u5de5\u4f5c\u6d41\u7a0b\u7684\u5617\u8a66\u3002\u5442\u6b23\u6fa4\u6559\u6388\u5f15\u7528Linkedin\u5831\u544a\u8aaa\u660e\uff0c\u7522\u696d\u8207\u4eba\u5de5\u667a\u6167\u7684\u95dc\u4fc2\u5927\u81f4\u53ef\u5206\u4e09\u500b\u985e\uff0c\u9996\u5148\u662f\u53d7\u76ca\u65bc\u751f\u7a0b\u5f0fAI (augmented by GAI)\uff0c\u5982\u8cc7\u6599\u5206\u6790\u5e2b\u80fd\u904b\u7528AI\u5354\u52a9\u64b0\u5beb\u7a0b\u5f0f\uff0c\u5176\u6b21\u662f\u56e0\u751f\u6210\u5f0fAI\u53d7\u64fe\u4e82 (disrupted by AI) \uff0c\u5982\u7ffb\u8b6f\u54e1\u88ab\u53d6\u4ee3\u90e8\u5206\u7ffb\u8b6f\u5de5\u4f5c\u3002\u6700\u5f8c\u5247\u662f\u8207AI\u9694\u7d55 (Insuiated from GAI)\uff0c\u4f8b\u5982\u623f\u7522\u7d93\u7d00\u4eba\u56e0\u70ba\u5de5\u4f5c\u6838\u5fc3\u50f9\u503c\u662f\u5ba2\u6236\u95dc\u4fc2\uff0c\u56e0\u6b64\u4e0d\u5bb9\u6613\u88ab\u53d6\u4ee3\u3002\u7814\u7a76\u4e5f\u6307\u51fa\uff0cZ \u4e16\u4ee3\u6c42\u8077\u8005\u8d8a\u4f86\u8d8a\u88ab\u8981\u6c42\u9808\u5177\u5099\u4f7f\u7528\u751f\u7a0b\u5f0fAI\u7684\u80fd\u529b\u3002<\/p>\n<p>\u5442\u6b23\u6fa4\u6559\u6388\u4ee5\u8eab\u8655\u7684\u6559\u80b2\u754c\u70ba\u4f8b\uff0c\u7576\u751f\u6210\u5f0fAI\u9032\u5165\u6821\u5712\u5f8c\uff0c\u4eba\u5c0d\u9ad8\u7d1a\u8a9e\u8a00\u7684\u58df\u65b7\u4e0d\u518d\uff0c\u751f\u6210\u5f0fAI\u65e2\u53ef\u4ee5\u5354\u52a9\u7522\u51fa\u6559\u6750\uff0c\u662f\u5426\u6709\u5929\u6559\u5e2b\u7684\u89d2\u8272\u4e5f\u6703\u88ab\u53d6\u4ee3\uff1f\u5442\u6b23\u6fa4\u63d0\u9192\uff0c\u9762\u5c0d\u751f\u6210\u5f0fAI\u9032\u5165\u6821\u5712\u7684\u901f\u5ea6\u6bd4\u9a57\u8b49\u6559\u79d1\u66f8\u66f4\u5feb\uff0c\u751a\u81f3\u4e0d\u9700\u88ab\u9a57\u8b49\uff0c\u76e3\u63a7\u8207\u9a57\u8b49\u4eba\u5de5\u667a\u6167\u7522\u51fa\u7684\u89d2\u8272\u5c31\u66f4\u52a0\u91cd\u8981\u3002<\/p>\n<p>\u5728\u8ab2\u5802\u4e2d\uff0c\u70ba\u4e86\u80fd\u4f7f\u5b78\u751f\u53ef\u5728\u4efb\u4f55\u6642\u6bb5\u8a62\u554f\u7a0b\u5f0f\u554f\u984c\uff0c\u5442\u6b23\u6fa4\u5c0e\u5165\u804a\u5929\u6a5f\u5668\u4ebaEvangelos\uff0c\u53ea\u8981\u5b78\u751f\u5728Line\u4e2d\u8a62\u554f\u554f\u984c\uff08\u65b9\u4fbf\u8490\u96c6\u5b78\u751f\u554f\u984c\uff09\uff0c\u5373\u53ef\u4ee5\u9023\u81f3ChatGPT 4\uff08\u9032\u968e\u7248\uff09\uff0c\u554f\u554f\u984c\u7684\u6642\u9593\u4e5f\u4e0d\u518d\u53ea\u9650\u7e2e\u65bcOffice hour\uff0c\u6709\u6548\u63d0\u5347\u56de\u8986\u6548\u7387\u3002\u800cEvangelos\u4e5f\u80fd\u900f\u904e\u6388\u8ab2\u5f71\u7247\u7684\u8f38\u5165\uff0c\u751f\u6210\u5c0d\u61c9\u8ab2\u5802\u5167\u5bb9\u7684\u554f\u984c\uff0c\u900f\u904eLine\u5373\u6642\u751f\u6210\u6e2c\u9a57\uff0c\u9032\u4e00\u6b65\u5f37\u5316\u5b78\u7fd2\u6548\u679c\u3002\u9762\u5c0dChatGPT\u80fd\u63d0\u4f9b\u7a0b\u5f0f\u4f5c\u696d\u89e3\u7b54\u7684\u6311\u6230\uff0c\u5442\u6b23\u6fa4\u4e5f\u6539\u8b8a\u51fa\u984c\u6280\u5de7\uff0c\u9078\u64c7\u5c07\u6559\u5b78\u91cd\u9ede\u8207\u76ee\u6a19\u6539\u70ba\u89e3\u69cb\u984c\u76ee\u6280\u5de7\uff0c\u6559\u5c0e\u5b78\u751f\u5982\u4f55\u5f9e\u6839\u672c\u4e0a\u62c6\u89e3\u554f\u984c\uff0c\u4e26\u904b\u7528\u4eba\u5de5\u667a\u6167\u89e3\u6c7a\u554f\u984c\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #99cc00;\"><strong>Trust but Verified\uff01\u89e3\u6c7aGPT\u7684\u5e7b\u60f3\u529b<\/strong><\/span><\/h6>\n<figure id=\"attachment_43701\" aria-describedby=\"caption-attachment-43701\" style=\"width: 300px\" class=\"wp-caption alignright\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-43701 size-medium\" src=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2871-300x200.jpg\" alt=\"\" width=\"300\" height=\"200\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2871-300x200.jpg 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2871-1024x683.jpg 1024w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2871-768x512.jpg 768w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2871-1536x1024.jpg 1536w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2871-2048x1365.jpg 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><figcaption id=\"caption-attachment-43701\" class=\"wp-caption-text\">\u4f86\u6e90\uff1a\u81fa\u5927\u79d1\u5b78\u6559\u80b2\u767c\u5c55\u4e2d\u5fc3<\/figcaption><\/figure>\n<p>\u8b1b\u5f8c\uff0c\u9762\u5c0d\u89c0\u773e\u63d0\u554f\u4f7f\u7528\u4eba\u5de5\u667a\u6167\u53ef\u80fd\u5e36\u4f86\u7684\u502b\u7406\u8207\u98a8\u96aa\uff0c\u9673\u7d20\u71d5\u6559\u6388\u6307\u51fa\uff0c\u751f\u6210\u5f0fAI\u57fa\u65bc\u8a13\u7df4\u6a21\u578b\uff0c\u53ef\u80fd\u6703\u56e0\u6587\u5316\u4e2d\u7684\u504f\u898b\u3001\u8a9e\u8a00\u7406\u89e3\u504f\u5dee\u7522\u51fa\u932f\u8aa4\u8cc7\u6599\uff0c\u56e0\u6b64\u4f7f\u7528\u751f\u6210\u5f0fAI\u6642\uff0c\u5fc5\u9808\u62b1\u6301\u300cTrust but Verified\u300d\u7684\u5fc3\u614b\uff0c\u7a4d\u6975\u904b\u7528\u7b2c\u4e09\u65b9\u5de5\u5177\u9a57\u8b49\u7d50\u679c\u3002\u5442\u6559\u6388\u5247\u5efa\u8b70\u65bc\u7d50\u679c\u6a19\u8a3b\u751f\u6210\u5f0fAI\u70ba\u8cc7\u6599\u4f86\u6e90\uff0c\u63d0\u9192\u4ed6\u4eba\u4e5f\u518d\u6b21\u9a57\u8b49\u8cc7\u6599\u3002\u800c\u674e\u6559\u6388\u63d0\u8b70\uff0c\u900f\u904e\u9023\u63a5\u64c1\u6709\u9f90\u5927\u8cc7\u6599\u57fa\u790e\u7684\u8cc7\u6599\u5eab\uff0c\u900f\u904e\u5eab\u5b58\u554f\u7b54\u6aa2\u9a57\u7d50\u679c\u3002\u4e5f\u56e0\u61c9\u751f\u6210\u5f0fAI\u958b\u59cb\u7bc0\u7701\u7b97\u529b\uff0c\u4f7f\u7528\u8005\u61c9\u8abf\u6574\u6307\u4ee4\uff0c\u8981\u6c42\u57f7\u884c\u4e09\u81f3\u56db\u500b\u5faa\u74b0\uff0c\u63d0\u9ad8\u8cc7\u6599\u7684\u6210\u719f\u5ea6\u8207\u6e96\u78ba\u6027\u3002<\/p>\n<p>\u7e3d\u7d50\u4f86\u8aaa\uff0c\u5118\u7ba1\u73fe\u4eca\u53ef\u900f\u904e\u751f\u6210\u5f0fAI\u63d0\u4f9b\u7684\u8a0a\u606f\u5927\u5e45\u964d\u4f4e\u5de5\u4f5c\u91cf\uff0c\u4e5f\u56e0\u5c07AI\u8996\u70ba\u8f14\u52a9\u7684\u5b78\u7fd2\u5925\u4f34 (learning partner)\uff0c\u800c\u975e\u767e\u79d1\u5168\u66f8\uff0c\u6559\u5e2b\u66f4\u61c9\u77e5\u9053\u5982\u4f55\u5f15\u5c0e\u5b78\u7fd2\uff0c\u5354\u52a9\u4f7f\u7528\u8005\u4e86\u89e3\u4e26\u5b78\u7fd2\u751f\u6210\u5f0fAI\u5be6\u969b\u904b\u4f5c\u7684\u904e\u7a0b\uff0c\u4ee5\u907f\u514d\u504f\u96e2\u539f\u5148\u4f7f\u7528\u76ee\u7684\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<figure id=\"attachment_43700\" aria-describedby=\"caption-attachment-43700\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-43700 size-large\" src=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2851-1024x683.jpg\" alt=\"\" width=\"800\" height=\"534\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2851-1024x683.jpg 1024w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2851-300x200.jpg 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2851-768x512.jpg 768w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2851-1536x1024.jpg 1536w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2851-2048x1365.jpg 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-43700\" class=\"wp-caption-text\">\u8a8d\u771f\u8046\u807d\u89c0\u773e\u63d0\u554f\uff0c\u624d\u80fd\u597d\u597d\u89e3\u7b54\uff5c\u4f86\u6e90\uff1a\u81fa\u5927\u79d1\u5b78\u6559\u80b2\u767c\u5c55\u4e2d\u5fc3<\/figcaption><\/figure>\n<p>&nbsp;<\/p>\n<hr \/>\n<figure id=\"attachment_43702\" aria-describedby=\"caption-attachment-43702\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-43702 size-large\" src=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2024-01-06-16-16-27-059-1024x768.jpg\" alt=\"\" width=\"800\" height=\"600\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2024-01-06-16-16-27-059-1024x768.jpg 1024w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2024-01-06-16-16-27-059-300x225.jpg 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2024-01-06-16-16-27-059-768x576.jpg 768w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2024-01-06-16-16-27-059-1536x1152.jpg 1536w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2024\/01\/IMG_2024-01-06-16-16-27-059-2048x1536.jpg 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-43702\" class=\"wp-caption-text\">\u5716\u5de6\u70ba\u8b1b\u5e2b\u674e\u6021\u5fd7\u6559\u6388\u3001\u4e2d\u9593\u70ba\u4e3b\u6301\u4eba\u6e05\u83ef\u5927\u5b78\u5b78\u7fd2\u79d1\u5b78\u8207\u79d1\u6280\u7814\u7a76\u6240\u9673\u7d20\u71d5\u6559\u6388\u3001\u5716\u53f3\u70ba\u8b1b\u5e2b\u5442\u6b23\u6fa4\u6559\u6388\uff5c\u4f86\u6e90\uff1a\u81fa\u5927\u79d1\u5b78\u6559\u80b2\u767c\u5c55\u4e2d\u5fc3<\/figcaption><\/figure>\n<p>&nbsp;<\/p>\n<hr \/>\n<p><span style=\"color: #0000ff;\"><strong><span class=\"heading_text\">\u273e<\/span><\/strong><\/span>\u5ef6\u4f38\u95b1\u8b80\uff1a\u300a<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\u3001\u300a<a 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