{"id":39000,"date":"2019-01-09T00:00:25","date_gmt":"2019-01-08T16:00:25","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=39000"},"modified":"2022-01-04T17:01:03","modified_gmt":"2022-01-04T09:01:03","slug":"ai-%e7%9c%bc%e4%b8%ad%e7%9a%84%e4%b8%96%e7%95%8c","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=39000","title":{"rendered":"AI \u773c\u4e2d\u7684\u4e16\u754c"},"content":{"rendered":"<div class=\"single-post-media clr\">\n<div class=\"post-thumbnail\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2019\/01\/AI-art.jpg\" alt=\"AI \u773c\u4e2d\u7684\u4e16\u754c\" width=\"498\" height=\"318\" \/><\/div>\n<\/div>\n<div class=\"entry clr\">\n<div class=\"pf-content\">\n<p><strong>\u7de8\u8b6f\uff0f\u53f0\u5927\u96fb\u6a5f\u7cfb \u5433\u5955\u8431<\/strong><\/p>\n<p><strong>\u96fb\u8166\u7684\u8996\u754c<\/strong><\/p>\n<p>\u5c0d\u6f14\u7b97\u6cd5\u800c\u8a00\uff0c\u9019\u500b\u4e16\u754c\u5448\u73fe\u4ec0\u9ebc\u6a23\u8c8c\uff1f\u7576\u6a5f\u5668\u5728\u6108\u4f86\u6108\u591a\u9818\u57df\u64c1\u6709\u6c7a\u7b56\u529b\u91cf\u6642\uff0c\u5176\u6240\u300c\u770b\u5230\u7684\u4e16\u754c\u300d\u6709\u4ec0\u9ebc\u4e8b\u7269\uff0c\u4fbf\u8207\u6211\u5011\u7684\u65e5\u5e38\u751f\u6d3b\u606f\u606f\u76f8\u95dc\u3002\u8209\u4f8b\u4f86\u8aaa\uff0c\u82e5\u4eba\u81c9\u5075\u6e2c\u7cfb\u7d71\u7121\u6cd5\u5340\u5225\u4f60\u7684\u819a\u8272\uff0c\u90a3\u53ef\u80fd\u6703\u5ffd\u7565\u9019\u88e1\u6709\u4f60\u9019\u500b\u300c\u4eba\u300d\u5b58\u5728\uff1b\u6216\u8005\uff0c\u66f4\u56b4\u91cd\u7684\u60c5\u6cc1\uff0c\u82e5\u81ea\u99d5\u8eca\u7121\u6cd5\u5075\u6e2c\u5230\u524d\u65b9\u6709\u4eba\uff0c\u4fbf\u53ef\u80fd\u76f4\u76f4\u958b\u904e\u53bb\u3002<\/p>\n<p>\u7d10\u897f\u862d\u5a01\u9748\u9813\u7dad\u591a\u5229\u4e9e\u5927\u5b78\u6559\u6388Tom White\u70ba\u904b\u7b97\u8a2d\u8a08\uff08computational design\uff09\u9818\u57df\u7684\u8457\u540d\u5b78\u8005\u3002\u300c\u904b\u7b97\u8a2d\u8a08\u300d\u5c07\u96fb\u8166\u79d1\u5b78\u7684\u601d\u7dad\u5957\u7528\u5728\u85dd\u8853\u8a2d\u8a08\u4e0a\uff0c\u904b\u7528\u6f14\u7b97\u6cd5\u5275\u4f5c\u3001\u5206\u6790\uff0c\u4e26\u5f62\u6210\u4e92\u52d5\u5f0f\u4f5c\u54c1\u3002\u300c\u85c9\u7531\u795e\u7d93\u7db2\u8def\u5275\u4f5c\u760b\u72c2\u7684\u756b\u4f5c\u3002\u300dWhite\u5728\u5176\u500b\u4eba\u7db2\u9801\u4e0a\u9019\u6a23\u63cf\u8ff0\u81ea\u5df1\u3002<\/p>\n<p>2017\u5e74\u5e95\uff0cWhite\u5728\u5370\u5ea6\u65b0\u5fb7\u91cc\u7684\u300c\u975c\u7269\u756b\u5eca\u300d\uff08Gallery Nature Morte\uff09\u63a8\u51fa\u300c<a href=\"https:\/\/dribnet.bigcartel.com\/category\/the-treachery-of-imagenet\">ImageNet \u7684\u53db\u9006<\/a>\u300d\uff08<a href=\"https:\/\/dribnet.bigcartel.com\/category\/the-treachery-of-imagenet\">The Treachery of ImageNet<\/a>\uff09\u756b\u5c55\u3002\u540d\u7a31\u7d50\u5408\u4e86\u5716\u50cf\u8b58\u5225\u8cc7\u6599\u5eab\u300cImageNet\u300d\uff0c\u4ee5\u53ca\u6bd4\u5229\u6642\u8d85\u73fe\u5be6\u4e3b\u7fa9\u756b\u5bb6Rene Magritte\u7684\u4f5c\u54c1\u3008<a href=\"https:\/\/en.wikipedia.org\/wiki\/The_Treachery_of_Images\">\u5f62\u8c61\u7684\u53db\u9006<\/a>\u3009\uff08<a href=\"https:\/\/en.wikipedia.org\/wiki\/The_Treachery_of_Images\">The Treachery of Images<\/a>\uff09\uff08\u53c8\u540d\u3008\u9019\u4e0d\u662f\u4e00\u500b\u83f8\u6597\u3009\uff0c\u56e0\u5176\u756b\u9762\u4e0a\u53ea\u6709\u4e00\u500b\u83f8\u6597\uff0c\u4f46Magritte\u8868\u793a\uff1a\u756b\u4e0a\u7684\u53ea\u662f\u4e00\u7a2e\u8c61\u5fb5\u3002\uff09<\/p>\n<p>\u5275\u4f5c\u7d20\u6750\u5305\u542b\u96fb\u98a8\u6247\u3001\u88c1\u7e2b\u6a5f\u8207\u5272\u8349\u6a5f\u7b49\u65e5\u5e38\u751f\u6d3b\u4e2d\u5e38\u898b\u7684\u5bb6\u96fb\u6216\u6a5f\u68b0\uff0c\u5118\u7ba1\u5c0d\u4eba\u985e\u800c\u8a00\u770b\u4f3c\u96a8\u6a5f\u6392\u5217\u7684\u7dda\u689d\u8207\u8272\u584a\uff0c\u7f3a\u4e4f\u660e\u78ba\u7684\u7269\u54c1\u7279\u5fb5\u8207\u7d50\u69cb\uff0c\u7136\u800c\u5728\u6f14\u7b97\u6cd5\u773c\u4e2d\uff0c\u537b\u90fd\u662f\u4e00\u4ef6\u4ef6\u53eb\u5f97\u51fa\u540d\u7a31\u7684\u5bb6\u7528\u7269\u54c1\u3002<\/p>\n<div id=\"attachment_80116\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-80116\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2019\/01\/imagenet.jpg\" alt=\"\" width=\"850\" height=\"396\" \/><\/p>\n<p class=\"wp-caption-text\">White\u7684\u5275\u4f5c\u3002\u7531\u5de6\u81f3\u53f3\u5206\u5225\u4ee5\u5806\u9ad8\u6a5f\u3001\u5c3a\u8207\u7e2b\u7d09\u6a5f\u70ba\u7d20\u6750\u3002\uff08\u4f86\u6e90\uff1aT. White, 2018.\uff09<\/p>\n<\/div>\n<p><strong>\u611f\u77e5\u5f15\u64ce<\/strong><\/p>\n<p>White\u5229\u7528\u4e00\u7a31\u4f5c\u300c\u611f\u77e5\u5f15\u64ce\u300d\uff08Perception Engines\uff09\u7684AI\u4f86\u5275\u4f5c\uff0c\u5728\u770b\u904e\u591a\u5f35\u5df2\u6a19\u8a18\u7684\u7269\u54c1\u5f71\u50cf\u5f8c\uff0c\u5c07\u300c\u8166\u4e2d\u300d\u5b78\u5230\u7684\u62bd\u8c61\u6982\u5ff5\u5316\u70ba\u5be6\u9ad4\u5716\u50cf\u3002\u5176\u5275\u4f5c\u904e\u7a0b\u53ef\u5206\u70ba\u4e09\u500b\u90e8\u5206\uff1a<\/p>\n<ol>\n<li>\u7e6a\u5716\u7cfb\u7d71\uff08Drawing System\uff09<br \/>\n\u5c07\u540c\u4e00\u985e\u5225\u7684\u7269\u9ad4\u5f71\u50cf\uff0c\u521d\u6b65\u8f49\u63db\u70ba\u62bd\u8c61\u7dda\u689d\u8207\u8272\u584a\u3002<\/li>\n<li>\u8868\u73fe\u8a55\u6bd4\uff08Creative Objective\uff09<br \/>\n\u5c07\u4e0a\u968e\u6bb5\u7522\u51fa\u7684\u8349\u7a3f\u9001\u5165\u7d93ImageNet\u8a13\u7df4\u5f8c\u7684\u795e\u7d93\u7db2\u8def\u8a55\u5206\uff0c\u9078\u51fa\u8f03\u80fd\u4ee3\u8868\u8a72\u985e\u7269\u54c1\u7684\u4f5c\u54c1\u3002<\/li>\n<li>\u898f\u5283\u7cfb\u7d71\uff08Planning System\uff09<br \/>\n\u6839\u64da\u4e0a\u8ff0\u8a55\u5206\uff0c\u7522\u751f\u65b0\u7684\u5019\u9078\u5716\u6848\u8207\u5c0d\u61c9\u7684\u5411\u91cf\u8868\u793a\uff0c\u518d\u9001\u81f3\u7e6a\u5716\u7cfb\u7d71\u9032\u884c\u4e0b\u4e00\u500b\u5faa\u74b0\u3002<\/li>\n<\/ol>\n<p>\u8209\u4f8b\u4f86\u8aaa\uff0c\u82e5\u8981\u7522\u751f\u300c\u96fb\u98a8\u6247\u300d\u7684\u62bd\u8c61\u5716\u6848\uff0c\u6f14\u7b97\u6cd5\u6703\u5148\u7531\u8a13\u7df4\u8cc7\u6599\u96c6\u4e2d\u5b78\u6703\u8fa8\u8b58\u96fb\u98a8\u6247\u7684\u7279\u5fb5\uff0c\u63a5\u8457\u7522\u751f\u5145\u6eff\u62bd\u8c61\u7dda\u689d\u8207\u8272\u584a\u7684\u8349\u7a3f\uff0c\u4e26\u6e2c\u8a66\u6b64\u5716\u6a23\u662f\u5426\u80fd\u5f37\u70c8\u6fc0\u767c\u5176\u4ed6\u8a13\u7df4\u597d\u7684\u6f14\u7b97\u6cd5\u6210\u529f\u8fa8\u8a8d\u8a72\u5716\u662f\u4e00\u81fa\u96fb\u98a8\u6247\u3002\u82e5\u7121\u6cd5\u6b63\u78ba\u8fa8\u8b58\uff0c\u5247\u53cd\u8986\u4fee\u6539\uff0c\u76f4\u81f3\u9054\u5230\u4e00\u5b9a\u7a0b\u5ea6\u7684\u8fa8\u8b58\u6210\u529f\u7387\u3002<\/p>\n<p><strong>\u6a5f\u5668\u7684\u8996\u89d2 vs. \u4eba\u8166\u7684\u8a8d\u77e5<\/strong><\/p>\n<div id=\"attachment_80117\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-80117\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2019\/01\/CELLO-COMPUTERPATING.png\" alt=\"\" width=\"350\" height=\"349\" \/><\/p>\n<p class=\"wp-caption-text\">AI\u773c\u4e2d\u6240\u898b\u7684\u5927\u63d0\u7434\uff08\u4f86\u6e90\uff1aT. White, 2018.\uff09<\/p>\n<\/div>\n<p>\u6a5f\u5668\u8fa8\u522b\u7269\u9ad4\u7684\u65b9\u5f0f\uff0c\u8207\u6211\u5011\u76f8\u540c\u55ce\uff1f\u4ed4\u7d30\u89c0\u5bdf\u9019\u5f35\u4ee3\u8868\u5927\u63d0\u7434\u7684\u5716\u756b\uff0c\u5728\u53ef\u4ee5\u770b\u51fa\u662f\u5927\u63d0\u7434\u7684\u897f\u6d0b\u68a8\u72c0\u5f62\u9ad4\u80cc\u5f8c\uff0c\u5c3e\u96a8\u8457\u53e6\u4e00\u500b\u5947\u7279\u7684\u5f62\u9ad4\u3002\u9019\u662f\u56e0\u70ba\u6a21\u578b\u63a5\u53d7\u8a13\u7df4\u6642\uff0c\u6240\u63a5\u89f8\u7684\u5927\u63d0\u7434\u5716\u50cf\u901a\u5e38\u90fd\u6709\u6f14\u594f\u5bb6\u5728\u5176\u5f8c\u3002\u7531\u6b64\u53ef\u77e5\uff1a\u6a21\u578b\u5c0d\u5468\u906d\u74b0\u5883\u7684\u8a8d\u8b58\uff0c\u4f86\u81ea\u8a13\u7df4\u96c6\u4e2d\u7684\u5716\u50cf\uff0c\u6709\u5225\u65bc\u4eba\u985e\u6240\u5177\u5099\u7684\u5148\u9a57\u77e5\u8b58\u80fd\u8f15\u6613\u5340\u5225\u300c\u6f14\u594f\u5bb6\u300d\u8207\u300c\u6a02\u5668\u300d\u662f\u5169\u500b\u4e0d\u540c\u7684\u7269\u4ef6\uff0c\u9019\u4e5f\u662f\u96fb\u8166\u8996\u89ba\u8207\u4eba\u985e\u8a8d\u77e5\u6700\u5927\u7684\u4e0d\u540c\u4e4b\u8655\u3002<\/p>\n<p>\u6709\u4e9b\u4eba\u8a8d\u70baWhite\u7684\u4f5c\u54c1\u662f\u5c0d\u4eba\u985e\u7684\u4e00\u7a2e\u8b66\u793a\uff0c\u63ed\u9732\u672a\u4f86AI\u6703\u5982\u4f55\u5fb9\u5e95\u53d6\u4ee3\u4eba\u985e\u7684\u89d2\u8272\u8207\u5730\u4f4d\uff0c\u5305\u542b\u90a3\u4e9b\u5c6c\u65bc\u767d\u9818\u968e\u7d1a\u3001\u9700\u8981\u5275\u4f5c\u529b\u7684\u8077\u52d9\u3002\u4f46\u5c0dWhite\u800c\u8a00\uff0c\u300c\u53ea\u662f\u5617\u8a66\u5fe0\u5be6\u5448\u73fe\u6f14\u7b97\u6cd5\u6240\u770b\u898b\u7684\u4e16\u754c\u3002\u300d\u800c\u5373\u4f7f\u662f\u76f8\u540c\u7684\u4e8b\u7269\uff0cAI\u8207\u4eba\u985e\u537b\u6709\u8457\u622a\u7136\u4e0d\u540c\u7684\u611f\u89c0\u8207\u611f\u53d7\u3002<\/p>\n<p>&nbsp;<\/p>\n<div class=\"fluid-width-video-wrapper\">\n<div class=\"fitvids-video\"><iframe width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/PwcuTCfSIyI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<p><strong>\u7de8\u8b6f\u4f86\u6e90<\/strong><\/p>\n<p>J. Vincent, \u201c<a href=\"https:\/\/www.theverge.com\/2018\/8\/21\/17761424\/ai-algorithm-art-machine-vision-perception-tom-white-treachery-imagenet\">What algorithmic art can teach us about artificial intelligence<\/a>\u201c,\u00a0<em>The Verge<\/em>, 2018.<\/p>\n<p><strong>\u53c3\u8003\u8cc7\u6599<\/strong><\/p>\n<ol>\n<li>T. White, \u201c<a href=\"https:\/\/dribnet.github.io\/posts\/2018\/03\/perception-engines\/\">Perception is all you need<\/a>\u201c,\u00a0<em>dribnet<\/em>, 2018.<\/li>\n<li>J. Sayers, \u201c<a href=\"http:\/\/www.disruptingdh.com\/computer-vision-as-a-public-act-on-digital-humanities-and-algocracy\/\">Computer Vision as a Public Act: On Digital Humanities and Algocracy \u2013 Disrupting the Digital Humanities<\/a>\u201c,\u00a0<em>Disrupting the Digital Humanities<\/em>, 2016.<\/li>\n<\/ol>\n<p>(\u672c\u6587\u7531\u6559\u80b2\u90e8\u88dc\u52a9\uff62AI\u5831\u5831\u2500AI\u79d1\u666e\u63a8\u5ee3\u8a08\u756b\u300d\u57f7\u884c\u5718\u968a\u7de8\u8b6f)<\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u4eba\u985e\u5c0d\u5468\u906d\u74b0\u5883\u7684\u611f\u77e5\u80fd\u529b\uff0c\u662f\u85dd\u8853\u5275\u4f5c\u4e0d\u53ef\u6216\u7f3a\u7684\u8981\u7d20\u3002\u795e\u7d93\u7db2\u8def\u5728\u5f71\u50cf\u8fa8\u8b58\u4e0a\u7684\u6210\u6548\uff0c\u4ee3\u8868\u5176\u5c0d\u898b\u904e\u7684\u7269\u9ad4\u5177\u6709\u89ba\u5bdf\u80fd\u529b\u3002\u90a3\u9ebcAI\u7684\u300c\u611f\u77e5\u300d\u4e5f\u53ef\u7528\u65bc\u5275\u4f5c\u55ce\uff1f\u96fb\u8166\u79d1\u5b78\u85dd\u8853\u5bb6\u5c07\u795e\u7d93\u7db2\u8def\u6a21\u578b\u6240\u898b\u4ee5\u300c\u756b\u4f5c\u300d\u5be6\u9ad4\u5448\u73fe\uff0c\u4e00\u7aba\u6a5f\u5668\u773c\u4e2d\u7684\u4e16\u754c\u3002<\/p>\n","protected":false},"author":21,"featured_media":39001,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,3293],"tags":[6128,3032,5785,3792,4135],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2022\/01\/AI-art.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/39000"}],"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\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=39000"}],"version-history":[{"count":1,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/39000\/revisions"}],"predecessor-version":[{"id":39002,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/39000\/revisions\/39002"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/39001"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=39000"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=39000"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=39000"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}