{"id":46117,"date":"2026-01-30T17:00:53","date_gmt":"2026-01-30T09:00:53","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=46117"},"modified":"2026-02-04T15:54:40","modified_gmt":"2026-02-04T07:54:40","slug":"%e3%80%90ai%e8%88%87%e4%ba%ba%e5%85%b1%e7%94%9f%e7%9a%84%e9%82%a3%e4%b8%80%e5%a4%a9%e3%80%91ai%e8%88%87%e5%81%a5%e5%ba%b7%e7%85%a7%e8%ad%b7","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=46117","title":{"rendered":"\u3010AI\u8207\u4eba\u5171\u751f\u7684\u90a3\u4e00\u5929\u3011AI\u8207\u5065\u5eb7\u7167\u8b77"},"content":{"rendered":"<p><span style=\"color: #000080;\"><strong>\u9762\u5c0d\u9ad8\u9f61\u5316\u6311\u6230\uff0cAI\u662f\u7167\u8b77\u8207\u6559\u80b2\u7684\u8ce6\u80fd\u95dc\u9375\u3002AI\u96d6\u80fd\u8f14\u52a9\u7cbe\u6e96\u91ab\u7642\u8207\u52a0\u901f\u5275\u4f5c\uff0c\u4f46\u9700\u606a\u5b88\u502b\u7406\u4e26\u5be9\u614e\u9632\u7bc4\u8cc7\u6599\u504f\u8aa4\u8207\u6c7a\u7b56\u98a8\u96aa\u3002\u6b64\u5916\uff0c\u6559\u5b78\u61c9\u5f9e\u77e5\u8b58\u50b3\u6388\u8f49\u5411\u5275\u610f\u5f15\u5c0e\uff0c\u5c07\u7bc0\u7701\u7684\u6642\u9593\u6295\u5165\u771f\u5be6\u5834\u57df\u7684\u89c0\u5bdf\u3001\u4e92\u52d5\u8207\u540c\u7406\u5be6\u8e10\u3002\u79d1\u6280\u662f\u51b7\u7684\uff0c\u552f\u6709\u7528\u8a2d\u8a08\u6ce8\u5165\u4eba\u6587\u95dc\u61f7\uff0c\u624d\u80fd\u5275\u9020\u6709\u6eab\u5ea6\u3001\u4ee5\u4eba\u70ba\u672c\u7684\u667a\u6167\u672a\u4f86\u3002<\/strong><\/span><\/p>\n<p><strong>\u8b1b\u8005\uff5c\u9577\u69ae\u5927\u5b78\u4eba\u5de5\u667a\u6167\u7814\u7a76\u4e2d\u5fc3 \u694a\u73ee\u83c1 \u4e3b\u4efb \u00d7 \u9577\u69ae\u5927\u5b78XR\u4e92\u52d5\u9ad4\u611f\u63a8\u52d5\u4e2d\u5fc3 \u738b\u732e\u7ae0 \u4e3b\u4efb<\/strong><\/p>\n<p><strong>\u5f59\u6574\u3001\u64b0\u6587\uff5c\u97d3\u55ac\u878d<\/strong><\/p>\n<div class=\"fitvids-video\"><iframe title=\"AI\u8207\u5065\u5eb7\u7167\u8b77\uff5c\u694a\u73ee\u83c1\u3001\u738b\u732e\u7ae0\uff5cAI\u79d1\u666e\u6c99\u9f8d\u8b1b\u5ea7\u7b2c3\u671f\u2014BEING HUMAN\uff1aAI\u8207\u4eba\u5171\u751f\u7684\u90a3\u4e00\u5929\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/BXPhY3z08jw?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<p>&nbsp;<\/p>\n<p>\u672c\u6b21\u6f14\u8b1b\u7684\u524d\u534a\u90e8\u5206\u70ba\u694a\u73ee\u83c1\u8001\u5e2b\u5206\u4eabAI\u5728\u91ab\u7642\u7167\u8b77\u4e0a\u7684\u61c9\u7528\u8207\u8a0e\u8ad6\uff0c\u5f8c\u534a\u90e8\u5206\u5247\u662f\u738b\u732e\u7ae0\u8001\u5e2b\u5206\u4eabAI\u5728\u4e92\u52d5\u8a2d\u8a08\u4e0a\u7684\u61c9\u7528\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #00ccff;\"><strong>\u7d50\u69cb\u6027\u6311\u6230\uff1a\u81fa\u7063\u4eba\u53e3\u8b8a\u9077\u8207\u5065\u5eb7\u7f3a\u53e3<\/strong><\/span><\/h6>\n<figure id=\"attachment_46119\" aria-describedby=\"caption-attachment-46119\" style=\"width: 200px\" class=\"wp-caption alignright\"><img decoding=\"async\" class=\"wp-image-46119\" src=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/\u672a\u547d\u540d-3-293x300.jpg\" alt=\"\" width=\"200\" height=\"205\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/\u672a\u547d\u540d-3-293x300.jpg 293w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/\u672a\u547d\u540d-3-1001x1024.jpg 1001w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/\u672a\u547d\u540d-3-768x786.jpg 768w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/\u672a\u547d\u540d-3-1501x1536.jpg 1501w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/\u672a\u547d\u540d-3-2001x2048.jpg 2001w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><figcaption id=\"caption-attachment-46119\" class=\"wp-caption-text\">\u4f86\u6e90\uff1a\u81fa\u5927\u79d1\u5b78\u6559\u80b2\u767c\u5c55\u4e2d\u5fc3<\/figcaption><\/figure>\n<p>\u694a\u73ee\u83c1\u8001\u5e2b\u9996\u5148\u63d0\u53ca\u4e00\u9805\u95dc\u9375\u4e8b\u5be6\u2500\u2500\u81fa\u7063\u4eba\u53e3\u7d50\u69cb\u6b63\u7d93\u6b77\u5287\u70c8\u8f49\u8b8a\u3002\u81ea2024\u5e74\u8d77\uff0c\u7e3d\u4eba\u53e3\u6578\u9010\u6b65\u4e0b\u964d\uff0c\u9810\u8a08\u81f32070\u5e74\uff0c65\u6b72\u4ee5\u4e0a\u9ad8\u9f61\u8005\u5c07\u5360\u7e3d\u4eba\u53e3\u8fd1\u534a\u6578\u3002<\/p>\n<p>\u5728\u300c\u9ad8\u9f61\u5316\u300d\u8207\u300c\u5c11\u5b50\u5316\u300d\u7684\u96d9\u91cd\u885d\u64ca\u4e0b\uff0c\u91ab\u7642\u7167\u8b77\u7cfb\u7d71\u9762\u81e8\u524d\u6240\u672a\u6709\u7684\u58d3\u529b\u3002\u52de\u52d5\u529b\u77ed\u7f3a\u5df2\u6210\u65e2\u5b9a\u4e8b\u5be6\uff0c\u5982\u4f55\u900f\u904e\u79d1\u6280\u63d0\u524d\u4ecb\u5165\u4ee5\u63d0\u5347\u7167\u8b77\u6548\u7387\u8207\u54c1\u8cea\uff0c\u4e0d\u518d\u53ea\u662f\u5b78\u8853\u63a2\u8a0e\uff0c\u800c\u662f\u652f\u6490\u793e\u6703\u904b\u4f5c\u7684\u95dc\u9375\u6280\u8853\u3002AI\u6280\u8853\u7684\u5c0e\u5165\uff0c\u6b63\u662f\u89e3\u6c7a\u9019\u9805\u793e\u6703\u96e3\u984c\u7684\u91cd\u8981\u5951\u6a5f\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #00ccff;\"><strong>\u7ba1\u7406\u7684\u6838\u5fc3\uff1a\u5f9e\u91cf\u5316\u8861\u91cf\u5230\u7cbe\u6e96\u6c7a\u7b56<\/strong><\/span><\/h6>\n<p>\u7ba1\u7406\u5b78\u4e4b\u7236\u5f7c\u5f97\uff0e\u675c\u62c9\u514b (Peter Drucker) \u66fe\u8a00\uff1a\u300c\u82e5\u7121\u6cd5\u8861\u91cf\uff0c\u4fbf\u7121\u6cd5\u7ba1\u7406\u3002\u300d<\/p>\n<p>\u5728\u73fe\u4ee3\u7167\u8b77\u7ba1\u7406\u4e2d\uff0c\u7e3e\u6548\u8861\u91cf\u7684\u6838\u5fc3\u5730\u4f4d\u7121\u53ef\u53d6\u4ee3\u3002\u900f\u904eAI\u9032\u884c24\u5c0f\u6642\u7684\u5065\u5eb7\u76e3\u6e2c\uff0c\u80fd\u5c07\u7761\u7720\u3001\u904b\u52d5\u3001\u98f2\u98df\u8207\u58d3\u529b\u7b49\u611f\u5b98\u8cc7\u8a0a\u8f49\u5316\u70ba\u660e\u78ba\u7684\u91cf\u5316\u6307\u6a19\u3002\u552f\u6709\u900f\u904e\u7cbe\u6e96\u7684\u6578\u64da\u638c\u63e1\u71df\u904b\u8207\u5065\u5eb7\u72c0\u6cc1\uff0c\u91ab\u7642\u9ad4\u7cfb\u624d\u80fd\u505a\u51fa\u6b63\u78ba\u6c7a\u7b56\uff0c\u4e26\u6301\u7e8c\u512a\u5316\u7d44\u7e54\u7e3e\u6548\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #00ccff;\"><strong>AI<\/strong><strong>\u65bc\u91ab\u7642\u7167\u8b77\u7684\u56db\u968e\u6bb5\u8ce6\u80fd<\/strong><\/span><\/h6>\n<p>AI\u7684\u89d2\u8272\u5b9a\u4f4d\u5728\u65bc\u300c\u8ce6\u80fd\u300d\u91ab\u8b77\u4eba\u54e1\uff0c\u800c\u975e\u53d6\u4ee3\u5c08\u696d\u5224\u65b7\u3002\u5176\u61c9\u7528\u6a6b\u8de8\u56db\u500b\u95dc\u9375\u9762\u5411\uff1a<\/p>\n<ol>\n<li>\u6aa2\u6e2c\uff1a\u900f\u904eAI\u5206\u6790\u5065\u6aa2\u6578\u64da\u3001\u5bb6\u65cf\u53f2\u8207\u91ab\u5b78\u5f71\u50cf\uff08\u5982X\u5149\u3001\u76ae\u819a\u5f71\u50cf\uff09\uff0c\u843d\u5be6\u75be\u75c5\u9810\u6e2c\u8207\u65e9\u671f\u7be9\u6aa2\u3002<\/li>\n<li>\u8a3a\u65b7\uff1a\u6574\u5408MRI\u3001CT\u8207\u75c5\u53f2\uff0c\u63d0\u4f9b\u8a3a\u65b7\u6c7a\u7b56\u652f\u63f4\uff0c\u4e26\u81ea\u52d5\u751f\u6210\u75c5\u6b77\u6458\u8981\u3002<\/li>\n<li>\u8ffd\u8e64\uff1a\u7d50\u5408\u7a7f\u6234\u5f0f\u88dd\u7f6e\u9032\u884c\u52d5\u614b\u76e3\u63a7\uff0c\u5229\u7528\u9810\u6e2c\u6a21\u578b\u53ca\u65e9\u9810\u8b66\u75c5\u60c5\u60e1\u5316\u98a8\u96aa\u3002<\/li>\n<li>\u7167\u8b77\uff1a\u904b\u7528\u667a\u6167\u7167\u8b77\u6a5f\u5668\u4eba\u8207VR\/AR\u6280\u8853\uff0c\u9032\u884c\u5fa9\u5065\u8a13\u7df4\u8207\u751f\u6d3b\u966a\u4f34\u3002<\/li>\n<\/ol>\n<p>\u6838\u5fc3\u6d1e\u5bdf\uff1aAI\u80fd\u8fa8\u8b58\u75c5\u60c5\uff0c\u4f46\u552f\u6709\u4eba\u985e\u80fd\u7406\u89e3\u75db\u82e6\u3002\u79d1\u6280\u65e8\u5728\u5ef6\u4f38\u5c08\u696d\u908a\u754c\uff0c\u800c\u95dc\u9375\u6c7a\u7b56\u3001\u6cd5\u5f8b\u8cac\u4efb\u8207\u4eba\u6587\u6eab\u5ea6\uff0c\u4ecd\u61c9\u638c\u63e1\u5728\u91ab\u8b77\u4eba\u54e1\u624b\u4e2d\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #00ccff;\"><strong>\u6578\u64da\u4e3b\u6b0a\u8207\u98a8\u96aa\uff1a\u96b1\u79c1\u3001\u6b67\u8996\u8207\u516c\u5e73\u6027<\/strong><\/span><\/h6>\n<p>\u7576\u5065\u5eb7\u8cc7\u6599\u8f49\u5316\u70ba\u6578\u4f4d\u8cc7\u7522\uff0c\u4fbf\u5229\u8207\u98a8\u96aa\u96a8\u4e4b\u4e26\u5b58\u3002\u5065\u5eb7\u8cc7\u6599\u5305\u542b\u57fa\u56e0\u3001\u75c5\u6b77\u8207\u5fc3\u7406\u72c0\u614b\uff0c\u6975\u5177\u654f\u611f\u6027\u3002\u4e00\u65e6\u5916\u6d29\uff0c\u53ef\u80fd\u5c0e\u81f4\u4fdd\u96aa\u6b67\u8996\u3001\u5c31\u696d\u9650\u5236\u751a\u81f3\u793e\u6703\u6a19\u7c64\u5316\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u300c\u6f14\u7b97\u6cd5\u504f\u5dee\u300d\u662f\u53e6\u4e00\u9805\u91cd\u5927\u6311\u6230\u3002AI\u4e26\u975e\u7d55\u5c0d\u4e2d\u7acb\uff0c\u5f80\u5f80\u53cd\u6620\u51fa\u8a13\u7df4\u8cc7\u6599\u4e2d\u7684\u4eba\u985e\u504f\u898b\u3002\u4f8b\u5982\u300a<em>Science<\/em>\u300b\u671f\u520a\u66fe\u6307\u51fa\uff0c\u82e5\u4ee5\u300c\u91ab\u7642\u652f\u51fa\u300d\u4f5c\u70ba\u6307\u6a19\uff0cAI\u53ef\u80fd\u6703\u4f4e\u4f30\u7d93\u6fdf\u5f31\u52e2\u65cf\u7fa4\u7684\u91ab\u7642\u9700\u6c42\u3002\u56e0\u6b64\uff0c\u958b\u767c\u5718\u968a\u5fc5\u9808\u78ba\u4fdd\u8cc7\u6599\u7684\u591a\u5143\u6027\uff0c\u4e26\u9032\u884c\u5b9a\u671f\u7684\u516c\u5e73\u6027\u6aa2\u6e2c\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #00ccff;\"><strong>AI<\/strong><strong>\u502b\u7406\u56db\u5927\u539f\u5247\uff1a\u69cb\u5efa\u4fe1\u8cf4\u7684\u57fa\u77f3<\/strong><\/span><\/h6>\n<p>\u694a\u8001\u5e2b\u5f37\u8abf\uff0c\u70ba\u4e86\u8b93\u79d1\u6280\u771f\u6b63\u670d\u52d9\u65bc\u4eba\u985e\u798f\u7949\uff0cAI\u7cfb\u7d71\u7684\u8a2d\u8a08\u8207\u90e8\u7f72\u5fc5\u9808\u9075\u5faa\u4ee5\u4e0b\u91cd\u8981\u539f\u5247\uff1a<\/p>\n<ul>\n<li>\u5c0a\u91cd\u4eba\u6027\uff1a\u627f\u8a8d\u500b\u9ad4\u81ea\u4e3b\u6027\uff0c\u4fdd\u969c\u75c5\u60a3\u6c7a\u5b9a\u662f\u5426\u63a5\u53d7AI\u8f14\u52a9\u7684\u6b0a\u5229\u3002<\/li>\n<li>\u884c\u5584\uff1a\u4ee5\u4fc3\u9032\u798f\u7949\u70ba\u552f\u4e00\u76ee\u6a19\uff0c\u6700\u5927\u5316\u5229\u76ca\u4e26\u6700\u5c0f\u5316\u50b7\u5bb3\u3002<\/li>\n<li>\u516c\u6b63\uff1a\u516c\u5e73\u5206\u914d\u5229\u76ca\u8207\u8ca0\u64d4\uff0c\u907f\u514d\u7279\u5b9a\u65cf\u7fa4\u56e0\u6f14\u7b97\u6cd5\u800c\u53d7\u640d\u3002<\/li>\n<li>\u900f\u660e\uff1a\u904b\u4f5c\u908f\u8f2f\u9808\u53ef\u89e3\u91cb\u4e14\u53ef\u8ffd\u6eaf\uff0c\u62d2\u7d55\u300c\u9ed1\u76d2\u5b50\u300d\u6c7a\u7b56\u3002<\/li>\n<\/ul>\n<p>\u300c\u53ea\u6709\u7576\u79d1\u6280\u9075\u5faa\u9019\u4e9b\u502b\u7406\u539f\u5247\uff0cAI\u624d\u80fd\u771f\u6b63\u6210\u70ba\u6211\u5011\u6700\u503c\u5f97\u4fe1\u8cf4\u7684\u5065\u5eb7\u5b88\u8b77\u8005\u3002\u300d<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #00ccff;\"><strong>\u5f9e\u300c\u51b7\u9580\u300d\u5230\u300c\u5168\u77e5\u300d\uff1aAI\u7684\u83ef\u9e97\u8f49\u8eab<\/strong><\/span><\/h6>\n<figure id=\"attachment_46121\" aria-describedby=\"caption-attachment-46121\" style=\"width: 200px\" class=\"wp-caption alignright\"><img decoding=\"async\" class=\"wp-image-46121\" src=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/\u672a\u547d\u540d-2-1-293x300.jpg\" alt=\"\" width=\"200\" height=\"205\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/\u672a\u547d\u540d-2-1-293x300.jpg 293w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/\u672a\u547d\u540d-2-1-1001x1024.jpg 1001w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/\u672a\u547d\u540d-2-1-768x786.jpg 768w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/\u672a\u547d\u540d-2-1-1501x1536.jpg 1501w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/\u672a\u547d\u540d-2-1-2001x2048.jpg 2001w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><figcaption id=\"caption-attachment-46121\" class=\"wp-caption-text\">\u4f86\u6e90\uff1a\u81fa\u5927\u79d1\u5b78\u6559\u80b2\u767c\u5c55\u4e2d\u5fc3<\/figcaption><\/figure>\n<p>\u738b\u732e\u7ae0\u8001\u5e2b\u6307\u51fa\uff0c\u65e9\u671f\u7684AI\u88ab\u8996\u70ba\u9059\u4e0d\u53ef\u53ca\u7684\u9818\u57df\uff0c\u5927\u773e\u5c0d\u5176\u8a8d\u77e5\u591a\u505c\u7559\u5728\u300c\u570d\u68cb\u52dd\u8ca0\u300d\u6216\u300c\u5716\u9748\u6e2c\u8a66\u300d\u7b49\u5c08\u696d\u6307\u6a19\u3002\u7136\u800c\uff0c\u96a8\u8457 Gemini\u3001GPT\u7b49\u751f\u6210\u5f0fAI\u7684\u51fa\u73fe\uff0cAI\u900f\u904e\u5efa\u69cb\u5168\u4eba\u985e\u7684\u6b77\u53f2\u8cc7\u6599\u5eab\uff0c\u5c55\u73fe\u4e86\u5f77\u5f7f\u300c\u5168\u77e5\u300d\u7684\u59ff\u614b\u3002<\/p>\n<p>\u4f46\u738b\u8001\u5e2b\u4e5f\u63d0\u9192\uff0c\u9019\u7a2e\u5168\u77e5\u80cc\u5f8c\u6709\u5176\u672c\u8cea\u4e0a\u7684\u4fb7\u9650\uff1a\u300cAI\u96d6\u80fd\u56de\u7b54\u5e7e\u4e4e\u6240\u6709\u554f\u984c\uff0c\u4f46\u5b83\u4f9d\u7136\u662f\u7f3a\u4e4f\u60c5\u611f\u8207\u4e3b\u89c0\u610f\u8b58\u7684\u904b\u7b97\u908f\u8f2f\u3002\u300d\u7406\u89e3\u9019\u4e00\u9ede\uff0c\u662f\u4eba\u985e\u5b78\u6703\u8207 AI\u5354\u4f5c\u7684\u7b2c\u4e00\u6b65\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #00ccff;\"><strong>\u6559\u5b78\u89d2\u8272\u7684\u9769\u547d\uff1a\u5f9e\u50b3\u6388\u77e5\u8b58\u5230\u52a0\u901f\u89e3\u6c7a\u554f\u984c<\/strong><\/span><\/h6>\n<p>\u9762\u5c0dAI\u7684\u5f37\u5927\uff0c\u6559\u80b2\u8005\u7684\u89d2\u8272\u6b63\u7d93\u6b77\u4e00\u5834\u8cea\u8b8a\u3002\u738b\u8001\u5e2b\u89c0\u5bdf\u5230\uff0c\u8001\u5e2b\u5df2\u4e0d\u518d\u53ea\u662f\u300c\u77e5\u8b58\u7684\u50b3\u6388\u8005\u300d\uff0c\u800c\u8f49\u578b\u70ba\u300c\u89e3\u6c7a\u554f\u984c\u7684\u52a0\u901f\u5668\u300d\uff1a<\/p>\n<ul>\n<li>\u5b78\u7fd2\u8def\u5f91\u7684\u8f49\u79fb\uff1a\u904e\u53bb\u5b78\u751f\u9700\u8981\u7d93\u6b77\u6f2b\u9577\u7684\u8cc7\u6599\u8490\u96c6\u8207\u624b\u52d5\u5be6\u4f5c\uff0c\u73fe\u5728\u5247\u8f49\u5411\u300c\u4f9d\u8cf4 AI \u751f\u6210\u3001\u5c08\u6ce8\u5275\u610f\u767c\u60f3\u300d\u7684\u65b0\u8def\u5f91\u3002<\/li>\n<li>\u5275\u610f\u50f9\u503c\u7684\u518d\u5b9a\u7fa9\uff1a\u7576AI\u80fd\u5728\u4e00\u79d2\u5167\u7522\u51fa\u6578\u5341\u500b\u9ede\u5b50\uff0c\u4eba\u985e\u7684\u50f9\u503c\u4fbf\u4e0d\u518d\u65bc\u7522\u751f\u9ede\u5b50\u7684\u901f\u5ea6\uff0c\u800c\u5728\u65bc\u5982\u4f55\u6311\u9078\u3001\u7cbe\u7149\u4e26\u8ce6\u4e88\u9019\u4e9b\u9ede\u5b50\u7368\u7279\u7684\u9748\u9b42\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #00ccff;\"><strong>\u5be6\u52d9\u8ce6\u80fd\uff1a\u4ee5\u7a0b\u5f0f\u5275\u4f5c\u8207\u904a\u6232\u8a2d\u8a08\u70ba\u4f8b<\/strong><\/span><\/h6>\n<p>\u5728\u5be6\u52d9\u6559\u5b78\u4e2d\uff0cAI\u6709\u6548\u964d\u4f4e\u4e86\u6280\u8853\u9580\u6abb\u3002\u4ee5\u8996\u89ba\u85dd\u8853\u5de5\u5177OpenProcessing\u70ba\u4f8b\uff0c\u904e\u53bb\u5b78\u751f\u9700\u6df1\u8af3\u8907\u96dc\u908f\u8f2f\uff0c\u5982\u4eca\u5728AI\u8f14\u52a9\u4e0b\uff0c\u5275\u4f5c\u8b8a\u5f97\u76f4\u89c0\u4e14\u5e73\u6613\u8fd1\u4eba\u3002\u738b\u8001\u5e2b\u5206\u4eab\u5176\u81ea\u8eab\u7684\u5354\u4f5c\u6a21\u5f0f\uff1a\u50b3\u7d71\u9700\u71ac\u591c1-2\u9031\u958b\u767c\u7684\u904a\u6232\uff08\u542b2D\/3D\u6a21\u578b\u3001\u73a9\u6cd5\u767c\u60f3\u8207\u7279\u6548\u4ee3\u78bc\uff09\uff0c\u5728AI\u5354\u4f5c\u4e0b\u50c5\u97001-2\u500b\u665a\u4e0a\u3002<\/p>\n<p>\u300c\u6210\u54c1\u7684\u76ee\u6a19\u4e0d\u518d\u662f\u8ffd\u6c42\u6280\u8853\u4e0a\u7684\u6975\u81f4\u5b8c\u7f8e\uff0c\u800c\u662f\u5728\u65bc\u80fd\u5426\u5f15\u8d77\u4eba\u7684\u5171\u9cf4\u3002\u300d\u738b\u8001\u5e2b\u5f37\u8abf\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #00ccff;\"><strong>AI<\/strong><strong>\u4fbf\u5229\u80cc\u5f8c\u7684\u6697\u7901\uff1a\u6559\u5b78\u73fe\u5834\u7684\u56f0\u5883\u8207\u5c0d\u7b56<\/strong><\/span><\/h6>\n<p>\u7136\u800c\uff0cAI\u7684\u4fbf\u5229\u4e5f\u5e36\u4f86\u4e86\u65b0\u7684\u6559\u5b78\u6311\u6230\u3002\u738b\u8001\u5e2b\u89c0\u5bdf\u5230\u5169\u500b\u4e3b\u8981\u96b1\u6182\uff1a<\/p>\n<ol>\n<li>\u57fa\u672c\u529f\u6d41\u5931\uff1a\u5b78\u751f\u56e0\u904e\u5ea6\u4f9d\u8cf4\u751f\u6210\u6280\u8853\uff0c\u751a\u81f3\u51fa\u73fe\u5ffd\u7565\u300c\u5b58\u6a94\u300d\u7b49\u57fa\u790e\u64cd\u4f5c\u908f\u8f2f\u7684\u73fe\u8c61\u3002<\/li>\n<li>\u77e5\u5176\u7136\u800c\u4e0d\u77e5\u5176\u6240\u4ee5\u7136\uff1a\u8a31\u591a\u5b78\u751f\u80fd\u7528AI\u505a\u51fa\u83ef\u9e97\u7684\u6548\u679c\uff08A\u6548\u679c\uff09\uff0c\u537b\u56e0\u4e0d\u7406\u89e3\u5e95\u5c64\u908f\u8f2f\uff0c\u7121\u6cd5\u5c07\u5176\u5fae\u8abf\u6210\u81ea\u5df1\u771f\u6b63\u9700\u8981\u7684\u5f62\u5f0f\uff08B\u6548\u679c\uff09\u3002<\/li>\n<\/ol>\n<p>\u91dd\u5c0d\u9019\u4e9b\u6311\u6230\uff0c\u738b\u8001\u5e2b\u63a1\u53d6\u7684\u7b56\u7565\u662f\u300c\u63d0\u5347\u4f5c\u696d\u5c64\u6b21\u300d\u3002\u4f8b\u5982\uff0c\u8981\u6c42\u5b78\u751f\u6311\u6230\u958b\u767c\u300c\u9069\u5408\u9ad8\u9f61\u8005\u7684\u4e92\u52d5\u904a\u6232\u300d\uff0c\u900f\u904e\u8907\u96dc\u7684\u53d7\u773e\u9700\u6c42\uff0c\u8feb\u4f7f\u5b78\u751f\u9032\u5165\u66f4\u6df1\u5c64\u7684\u540c\u7406\u5fc3\u8207\u908f\u8f2f\u8a2d\u8a08\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #00ccff;\"><strong>AI<\/strong><strong>\u5728\u9280\u9aee\u7167\u8b77\u7684\u6eab\u6696\u5be6\u8e10<\/strong><\/span><\/h6>\n<p>\u7576AI\u8d70\u9032\u9ad8\u9f61\u5316\u793e\u6703\uff0c\u5b83\u5c55\u73fe\u4e86\u5f9e\u51b7\u6280\u8853\u8f49\u5316\u70ba\u6696\u670d\u52d9\u7684\u6f5b\u529b\u3002\u738b\u8001\u5e2b\u63d0\u51fa\u4e86\u4e09\u5927\u524d\u77bb\u61c9\u7528\u65b9\u5411\uff1a<\/p>\n<ol>\n<li>\u5fa9\u5065\u6aa2\u6e2c\u5e73\u6c11\u5316\uff1a\u900f\u904e AI\u8996\u89ba\u8fa8\u8b58\u6280\u8853\uff0c\u53d6\u4ee3\u904e\u53bb\u6602\u8cb4\u4e14\u7b28\u91cd\u7684\u8a2d\u5099\uff0c\u9577\u8005\u5728\u5bb6\u4e2d\u5373\u53ef\u9032\u884c\u7cbe\u6e96\u7684\u5065\u5eb7\u6aa2\u6e2c\u3002<\/li>\n<li>\u751f\u6210\u5f0f\u61f7\u820a\u6cbb\u7642\uff1a\u5229\u7528AI\u77ac\u9593\u751f\u6210\u5ba2\u88fd\u5316\u7684\u61f7\u820a\u5834\u666f\u8207\u5716\u50cf\uff0c\u559a\u8d77\u9577\u8005\u7684\u751f\u547d\u8a18\u61b6\uff0c\u6210\u70ba\u5fc3\u7406\u8aee\u5546\u7684\u5229\u5668\u3002<\/li>\n<li>\u966a\u4f34\u5f0f\u4e92\u52d5\uff1a\u7d50\u5408\u5927\u578b\u8a9e\u8a00\u6a21\u578b (LLM) \u8ce6\u4e88\u904a\u6232\u6216\u6a5f\u5668\u4ebaNPC\u66f4\u81ea\u7136\u3001\u5177\u5099\u60c5\u7dd2\u7406\u89e3\u529b\u7684\u5c0d\u8a71\u80fd\u529b\uff0c\u63d0\u4f9b\u9577\u8005\u6df1\u5ea6\u7684\u60c5\u611f\u652f\u6301\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h6><span style=\"color: #00ccff;\"><strong>\u7d50\u8a9e\uff1a\u7528\u8a2d\u8a08\u70ba\u51b7\u79d1\u6280\u6ce8\u5165\u6eab\u5ea6<\/strong><\/span><\/h6>\n<p>\u5728\u6f14\u8b1b\u7684\u6700\u5f8c\uff0c\u738b\u8001\u5e2b\u7559\u4e0b\u4e00\u53e5\u503c\u5f97\u6df1\u601d\u7684\u8a71\uff1a\u300c\u79d1\u6280\u662f\u51b7\u7684\uff0c\u4f46\u8a2d\u8a08\u80fd\u5e36\u4f86\u6eab\u5ea6\u8207\u60c5\u611f\u3002\u300d<\/p>\n<p>AI\u7684\u51fa\u73fe\u4e26\u975e\u70ba\u4e86\u53d6\u4ee3\u4eba\u985e\uff0c\u800c\u662f\u70ba\u4e86\u5c07\u6211\u5011\u5f9e\u7e41\u96dc\u7684\u5eb6\u52d9\u4e2d\u89e3\u653e\u3002\u738b\u8001\u5e2b\u547c\u7c72\uff0c\u6211\u5011\u61c9\u9078\u64c7\u99d5\u99ad\u79d1\u6280\u800c\u975e\u6050\u61fc\u5b83\uff0c\u4e26\u5c07\u7bc0\u7701\u4e0b\u4f86\u7684\u6642\u9593\uff0c\u6295\u5165\u5230\u5c0d\u4eba\u7684\u300c\u89c0\u5bdf\u300d\u8207\u300c\u540c\u7406\u300d\u4e4b\u4e2d\u3002\u552f\u6709\u5982\u6b64\uff0c\u6211\u5011\u624d\u80fd\u5728\u6f14\u7b97\u6642\u4ee3\u4e2d\uff0c\u5275\u9020\u51fa\u771f\u6b63\u5177\u6709\u95dc\u61f7\u6eab\u5ea6\u7684\u667a\u6167\u672a\u4f86\u3002<\/p>\n<figure id=\"attachment_46122\" aria-describedby=\"caption-attachment-46122\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-46122 size-large\" src=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/20251220_155434-1024x577.jpg\" alt=\"\" width=\"800\" height=\"451\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/20251220_155434-1024x577.jpg 1024w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/20251220_155434-300x169.jpg 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/20251220_155434-768x432.jpg 768w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/20251220_155434-1536x865.jpg 1536w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/20251220_155434-2048x1153.jpg 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-46122\" class=\"wp-caption-text\">Q&amp;A\u74b0\u7bc0\u8001\u5e2b\u5011\u7d30\u5fc3\u56de\u7b54\u89c0\u773e\u554f\u984c\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_46123\" aria-describedby=\"caption-attachment-46123\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-46123 size-large\" src=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/20251220_161724-1024x577.jpg\" alt=\"\" width=\"800\" height=\"451\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/20251220_161724-1024x577.jpg 1024w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/20251220_161724-300x169.jpg 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/20251220_161724-768x432.jpg 768w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/20251220_161724-1536x865.jpg 1536w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2026\/01\/20251220_161724-2048x1153.jpg 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-46123\" class=\"wp-caption-text\">\u5716\u5de6\u70ba\u4e3b\u6301\u4eba \u6771\u6d77\u5927\u5b78\u54f2\u5b78\u7cfb \u7518\u5075\u84c9 \u52a9\u7406\u6559\u6388\u3001\u5716\u4e2d\u70ba\u8b1b\u5e2b \u694a\u73ee\u83c1 \u4e3b\u4efb\u3001\u5716\u53f3\u70ba\u8b1b\u5e2b \u738b\u732e\u7ae0 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