{"id":1912,"date":"2026-05-21T18:39:08","date_gmt":"2026-05-21T10:39:08","guid":{"rendered":"https:\/\/www.math.ntnu.edu.tw\/merc\/?page_id=1912"},"modified":"2026-07-21T16:43:38","modified_gmt":"2026-07-21T08:43:38","slug":"ai-for-%e6%95%99%e5%b8%ab%e6%95%99%e5%ad%b8%e6%95%88%e7%8e%87","status":"publish","type":"page","link":"https:\/\/www.math.ntnu.edu.tw\/merc\/%e5%b0%8e%e5%85%a5ai%e7%9a%84%e6%95%b8%e5%ad%b8%e6%95%99%e6%9d%90%e6%95%99%e6%b3%95\/ai-for-%e6%95%99%e5%b8%ab%e6%95%99%e5%ad%b8%e6%95%88%e7%8e%87\/","title":{"rendered":"AI for \u6559\u5e2b\u6559\u5b78\u6548\u7387"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1912\" class=\"elementor elementor-1912\">\n\t\t\t\t<div class=\"elementor-element elementor-element-227c7e4b e-flex e-con-boxed e-con e-parent\" data-id=\"227c7e4b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-79db87f3 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"79db87f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;bounceIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">AI for \u6559\u5e2b\u6559\u5b78\u6548\u7387<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e1ee6a9 e-con e-atomic-element e-div-block-base \" data-id=\"e1ee6a9\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"e1ee6a9\">\n    \t\t<div class=\"elementor-element elementor-element-1e2fa94 elementor-widget elementor-widget-heading\" data-id=\"1e2fa94\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Google \u8a66\u7b97\u8868 \u00d7 ChatGPT \u5916\u639b<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-2285fb7 e-con e-atomic-element e-flexbox-base e-2285fb7-7fee156 \" data-id=\"2285fb7\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"2285fb7\">\n    <div class=\"elementor-element elementor-element-fb1ba39 e-con e-atomic-element e-flexbox-base e-fb1ba39-145182d \" data-id=\"fb1ba39\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"fb1ba39\">\n    \t\t<div class=\"elementor-element elementor-element-3615653 elementor-widget elementor-widget-text-editor\" data-id=\"3615653\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u7531\u570b\u7acb\u65b0\u7af9\u79d1\u5b78\u5712\u5340\u5be6\u9a57\u9ad8\u7d1a\u4e2d\u7b49\u5b78\u6821\u96d9\u8a9e\u90e8 \u5468\u6167\u84ee\u8001\u5e2b\u88fd\u4f5c<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-f5c6241 e-con e-atomic-element e-flexbox-base e-f5c6241-5e3c189 \" data-id=\"f5c6241\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"f5c6241\">\n    \t\t<div class=\"elementor-element elementor-element-4b13480 elementor-widget elementor-widget-text-editor\" data-id=\"4b13480\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u4e0a\u50b3\u65e5\u671f\uff1a2026\/07\/21<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-3320aca e-con e-atomic-element e-flexbox-base e-3320aca-b780286 \" data-id=\"3320aca\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"3320aca\">\n    \t\t\t<div data-id=\"c26f7b7\" data-interaction-id=\"c26f7b7\" data-e-type=\"e-youtube\"  class=\"e-youtube-base\"  data-settings=\"&#x7B;&quot;source&quot;&#x3A;&quot;https&#x3A;&#x5C;&#x2F;&#x5C;&#x2F;youtu.be&#x5C;&#x2F;83tXbvx668Y&quot;,&quot;autoplay&quot;&#x3A;false,&quot;mute&quot;&#x3A;false,&quot;controls&quot;&#x3A;true,&quot;cc_load_policy&quot;&#x3A;false,&quot;loop&quot;&#x3A;false,&quot;rel&quot;&#x3A;true,&quot;start&quot;&#x3A;null,&quot;end&quot;&#x3A;null,&quot;privacy&quot;&#x3A;false,&quot;lazyload&quot;&#x3A;false&#x7D;\"><\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-896e3e7 elementor-widget elementor-widget-spacer\" data-id=\"896e3e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-df40ffb elementor-align-left elementor-widget elementor-widget-button\" data-id=\"df40ffb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/docs.google.com\/presentation\/d\/e\/2PACX-1vR7XNpJmnFqTYdqFDHisH_4rvqfehDWtlqFMtVt1Eu8Bl7yu_1bqlinVVk-A6huQfdyEqklx8rxgmfm\/pub?\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u5916\u639b\u4ecb\u7d39\u6295\u5f71\u7247<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-d1e7263 e-con e-atomic-element e-flexbox-base e-d1e7263-cd49a3c \" data-id=\"d1e7263\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"d1e7263\">\n    \t\t<div class=\"elementor-element elementor-element-0d76f88 elementor-widget elementor-widget-spacer\" data-id=\"0d76f88\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1932dba elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"1932dba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-2f23ae0 e-con e-atomic-element e-div-block-base \" data-id=\"2f23ae0\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"2f23ae0\">\n    \t\t<div class=\"elementor-element elementor-element-a1c071b elementor-widget elementor-widget-heading\" data-id=\"a1c071b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u9ad8\u4e00\u5f27\u5ea6\u91cf-\u4f7f\u7528AI\u6df1\u5316\u5b78\u7fd2-\u5b78\u751f\u4e92\u52d5\u7db2\u9801\u88fd\u4f5c<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-d03632f e-con e-atomic-element e-flexbox-base e-2e13d0a \" data-id=\"d03632f\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"d03632f\">\n    <div class=\"elementor-element elementor-element-c67b51a e-con e-atomic-element e-flexbox-base e-f511a45 \" data-id=\"c67b51a\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"c67b51a\">\n    \t\t<div class=\"elementor-element elementor-element-2ab7000 elementor-widget elementor-widget-text-editor\" data-id=\"2ab7000\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u7531\u57fa\u9686\u5e02\u7acb\u4e2d\u5c71\u9ad8\u7d1a\u4e2d\u5b78 \u9594\u67cf\u76db\u8001\u5e2b\u88fd\u4f5c<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-7e78fe8 e-con e-atomic-element e-flexbox-base e-5ffc83b \" data-id=\"7e78fe8\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"7e78fe8\">\n    \t\t<div class=\"elementor-element elementor-element-64eaf08 elementor-widget elementor-widget-text-editor\" data-id=\"64eaf08\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u4e0a\u50b3\u65e5\u671f\uff1a2026\/07\/16<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-1c1822a e-con e-atomic-element e-flexbox-base e-2f53d3a \" data-id=\"1c1822a\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"1c1822a\">\n    \t\t\t<div data-id=\"64cf69c\" data-interaction-id=\"64cf69c\" data-e-type=\"e-youtube\"  class=\"e-youtube-base\"  data-settings=\"&#x7B;&quot;source&quot;&#x3A;&quot;https&#x3A;&#x5C;&#x2F;&#x5C;&#x2F;youtu.be&#x5C;&#x2F;04LzasIiagw&quot;,&quot;autoplay&quot;&#x3A;false,&quot;mute&quot;&#x3A;false,&quot;controls&quot;&#x3A;true,&quot;cc_load_policy&quot;&#x3A;false,&quot;loop&quot;&#x3A;false,&quot;rel&quot;&#x3A;true,&quot;start&quot;&#x3A;null,&quot;end&quot;&#x3A;null,&quot;privacy&quot;&#x3A;false,&quot;lazyload&quot;&#x3A;false&#x7D;\"><\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-c9e7012 e-con e-atomic-element e-flexbox-base e-e9c7a6d \" data-id=\"c9e7012\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"c9e7012\">\n    \t\t<div class=\"elementor-element elementor-element-64e7077 elementor-widget elementor-widget-spacer\" data-id=\"64e7077\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6314fd5 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6314fd5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-dd971dd e-con e-atomic-element e-div-block-base \" data-id=\"dd971dd\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"dd971dd\">\n    \t\t<div class=\"elementor-element elementor-element-fa15e35 elementor-widget elementor-widget-heading\" data-id=\"fa15e35\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Gemini GEM \u63db\u6578\u5927\u5e2b\u751f\u6210\u985e\u4f3c\u984c<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-ea87c45 e-con e-atomic-element e-flexbox-base e-ea87c45-e0cc427 \" data-id=\"ea87c45\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"ea87c45\">\n    <div class=\"elementor-element elementor-element-2049245 e-con e-atomic-element e-flexbox-base e-2049245-4b7b3b8 \" data-id=\"2049245\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"2049245\">\n    \t\t<div class=\"elementor-element elementor-element-901e6a5 elementor-widget elementor-widget-text-editor\" data-id=\"901e6a5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u7531\u65b0\u5317\u5e02\u7acb\u65b0\u5317\u9ad8\u7d1a\u4e2d\u5b78 \u856d\u5b87\u8ed2\u8001\u5e2b\u88fd\u4f5c<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-2790022 e-con e-atomic-element e-flexbox-base e-2790022-6afa320 \" data-id=\"2790022\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"2790022\">\n    \t\t<div class=\"elementor-element elementor-element-62be448 elementor-widget elementor-widget-text-editor\" data-id=\"62be448\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u4e0a\u50b3\u65e5\u671f\uff1a2026\/07\/21<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-f0fc434 e-con e-atomic-element e-flexbox-base e-f0fc434-098b59c \" data-id=\"f0fc434\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"f0fc434\">\n    \t\t\t<div data-id=\"200d8ae\" data-interaction-id=\"200d8ae\" data-e-type=\"e-youtube\"  class=\"e-youtube-base\"  data-settings=\"&#x7B;&quot;source&quot;&#x3A;&quot;https&#x3A;&#x5C;&#x2F;&#x5C;&#x2F;youtu.be&#x5C;&#x2F;6irZTeFsRnw&quot;,&quot;autoplay&quot;&#x3A;false,&quot;mute&quot;&#x3A;false,&quot;controls&quot;&#x3A;true,&quot;cc_load_policy&quot;&#x3A;false,&quot;loop&quot;&#x3A;false,&quot;rel&quot;&#x3A;true,&quot;start&quot;&#x3A;null,&quot;end&quot;&#x3A;null,&quot;privacy&quot;&#x3A;false,&quot;lazyload&quot;&#x3A;false&#x7D;\"><\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-e6076e3 e-con e-atomic-element e-flexbox-base e-c38264f \" data-id=\"e6076e3\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"e6076e3\">\n    <div class=\"elementor-element elementor-element-f2cfac7 e-con e-atomic-element e-flexbox-base e-5b5a7e6 \" data-id=\"f2cfac7\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"f2cfac7\">\n    \t\t<div class=\"elementor-element elementor-element-39f7753 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"39f7753\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u63db\u6578\u5927\u5e2b\u9023\u7d50\u53caQRcode\uff1a<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ded481 elementor-align-left elementor-widget elementor-widget-button\" data-id=\"2ded481\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/gemini.google.com\/gem\/1D8O6XVeGDLqt0poFVc_F1YtSkNx333-Z?usp=sharing\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u9ede\u64ca\u9019\u88e1<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-2de5097 e-con e-atomic-element e-flexbox-base e-ffadedb \" data-id=\"2de5097\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"2de5097\">\n    \t\t\t<img fetchpriority=\"high\" decoding=\"async\" class=\"e-image-base 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