{"id":37579,"date":"2021-11-23T00:24:07","date_gmt":"2021-11-22T16:24:07","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=37579"},"modified":"2021-11-22T09:39:30","modified_gmt":"2021-11-22T01:39:30","slug":"%e3%80%90%e6%8e%a2%e7%b4%a2261-%e3%80%91%e5%85%ac%e5%85%b1%e5%8c%96ai%ef%bc%9a%e4%bd%a0%e6%88%91%e5%8f%af%e4%bb%a5%e5%81%9a%e4%bb%80%e9%ba%bc","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=37579","title":{"rendered":"\u3010\u63a2\u7d2226-1\u3011\u516c\u5171\u5316AI\uff1a\u4f60\u6211\u53ef\u4ee5\u505a\u4ec0\u9ebc"},"content":{"rendered":"<p><iframe title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/jw568aZ5ZHQ\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p><strong>\u8b1b\u8005\uff0f\u570b\u7acb\u6e05\u83ef\u5927\u5b78\u901a\u8b58\u6559\u80b2\u4e2d\u5fc3\uff06\u4eba\u6587\u793e\u6703AI\u61c9\u7528\u8207\u767c\u5c55\u7814\u7a76\u4e2d\u5fc3 \u6797\u6587\u6e90<\/strong><\/p>\n<p>AI\u662f\u7576\u524d\u65b9\u8208\u672a\u827e\u7684\u65b0\u79d1\u6280\u8da8\u52e2\uff0c\u9762\u5c0dAI\u6211\u5011\u9700\u8981\u6709\u66f4\u591a\u7684\u60f3\u50cf\uff0c\u4ee5\u514d\u53ea\u662f\u8ddf\u8457\u8cc7\u672c\u5316\u8207\u6280\u8853\u767c\u5c55\u7684\u8208\u8da3\uff0c\u96a8\u6ce2\u9010\u6d41\u3002\u9019\u7a2e\u60f3\u50cf\u6709\u8a31\u591a\u5c64\u9762\uff0c\u5305\u62ec\u4e00\u500b\u570b\u5bb6\u5982\u4f55\u60f3\u50cf\u5176AI\u6230\u7565\u3002<\/p>\n<figure id=\"attachment_37581\" aria-describedby=\"caption-attachment-37581\" style=\"width: 600px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-37581\" src=\"http:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2021\/11\/26111.jpg\" alt=\"\" width=\"600\" height=\"305\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2021\/11\/26111.jpg 961w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2021\/11\/26111-300x152.jpg 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2021\/11\/26111-768x390.jpg 768w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption id=\"caption-attachment-37581\" class=\"wp-caption-text\">\u5716\u4e00\u3001\u5404\u570b\u767c\u5c55AI\u7684\u7b56\u7565\u4e2d\u5b58\u5728\u5404\u7a2e\u4e0d\u540c\u60f3\u50cf\u8207\u5b9a\u4f4d\u5f15\u7528https:\/\/medium.com\/politics-ai\/an-overview-of-national-ai-strategies-2a70ec6edfd<\/figcaption><\/figure>\n<p>\u5982\u679c\u6211\u5011\u4e0d\u53ea\u662f\u5c07AI\u7576\u6210\u4e00\u500b\u7522\u54c1\uff0c\u4e26\u88ab\u52d5\u5730\u671f\u671b\u5176\u7121\u6240\u4e0d\u80fd\u6216\u60b2\u89c0\u5730\u6050\u61fc\u5176\u5c0d\u793e\u6703\u7684\u5371\u5bb3\u3002\u5f9e\u5be6\u969b\u4e0aAI\u505a\u70ba\u5404\u7a2e\u91cd\u65b0\u5b89\u6392\u79d1\u6280\u8207\u793e\u95dc\u4fc2\u7684\u7cfb\u7d71\u6216\u9ad4\u5236\u7684\u89d2\u5ea6\uff0c\u6211\u5011\u5982\u4f55\u60f3\u50cfAI\u5982\u4f55\u8207\u793e\u6703\u5171\u5b58\u3001AI\u80fd\u505a\u4ec0\u9ebc\u6216\u7121\u6cd5\u505a\u4ec0\u9ebc\uff0c\u4ee5\u53ca\u6211\u5011\u6bcf\u500b\u4eba\u5982\u4f55\u60f3\u50cf\u6211\u5011\u53ef\u4ee5\u5982\u4f55\u53c3\u8207AI\u7684\u5354\u4f5c\uff0c\u8b93AI\u66f4\u597d\u3002\u6709\u6a5f\u6703\u52a0\u5f37AI\u7684\u516c\u5171\u6027\u3002<\/p>\n<p>\u9019\u662f\u672c\u6b21\u5206\u4eab\u7684\u4e3b\u8ef8\u3002\u5982\u679c\u7531AI\u5be6\u73fe\u6d41\u7a0b\u4f86\u5340\u5206\uff0c\u4ee5\u76e3\u7763\u5f0f\u5b78\u7fd2\u7684\u6d41\u7a0b\u4f86\u770b\uff0c\u516c\u5171\u5316AI\u53ef\u4ee5\u5340\u5206\u70ba\u56db\u500b\u5927\u9762\u5411\uff0c\u5305\u62ec\u554f\u984c\u67b6\u69cb\u3001\u5927\u6578\u64da\u3001\u6f14\u7b97\u6cd5\u3001\u8a6e\u91cb\u8207\u61c9\u7528\u56db\u5927\u9762\u5411\u3002\u800c\u516c\u5171\u5316AI\u7684\u5e7e\u500b\u95dc\u9375\u5305\u62ec\u53ef\u4ee5\u7528\u4ee5\u4e0b\u7c21\u55ae\u65b9\u5f0f\u63d0\u554f\uff1a1\u3001\u8ab0\u7684\u554f\u984c\uff1f2\u3001\u8ab0\u7684\u8cc7\u6599\uff1f3\u3001\u8ab0\u7684\u8a6e\u91cb\u8207\u61c9\u7528\uff1f4\u3001\u8ab0\u53c3\u8207\u5354\u4f5c\uff1f<a href=\"#_ftn1\" name=\"_ftnref1\">[1]<\/a><\/p>\n<figure id=\"attachment_37591\" aria-describedby=\"caption-attachment-37591\" style=\"width: 1202px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2020\/11\/1637288107015.jpg\"><img decoding=\"async\" class=\"size-full wp-image-37591\" src=\"http:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2020\/11\/1637288107015.jpg\" alt=\"\" width=\"1202\" height=\"618\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2020\/11\/1637288107015.jpg 1202w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2020\/11\/1637288107015-300x154.jpg 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2020\/11\/1637288107015-768x395.jpg 768w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2020\/11\/1637288107015-1024x526.jpg 1024w\" sizes=\"(max-width: 1202px) 100vw, 1202px\" \/><\/a><figcaption id=\"caption-attachment-37591\" class=\"wp-caption-text\">\u5716\u4e8c\u3001\u76e3\u7763\u5f0fAI\u5efa\u69cb\u6d41\u7a0b\uff0c\u4e2d\u6587\u70ba\u4f5c\u8005\u7ffb\u8b6f\u3002\u5f15\u7528Shah, Jugal. 2019. \"Performance tune SQL Server using AWS Machine Learning.\" AWS, accessed 6th Oct.<\/figcaption><\/figure>\n<p>\u5176\u4e2d\uff0c\u9996\u5148\u662f\u6846\u67b6\u554f\u984c\u904e\u7a0b\uff0c\u4ea6\u5373\u56e0\u70ba\u54ea\u7a2e\u9700\u6c42\u6216\u554f\u984c\u610f\u8b58\uff0c\u56e0\u6b64\u6536\u96c6\u3001\u6574\u5408\u54ea\u4e9b\u8cc7\u6599\uff0c\u4e26\u4ee5\u7279\u5b9a\u65b9\u5f0f\u6574\u7406\u4e26\u6e05\u7406\u8cc7\u6599\uff0c\u4f5c\u70baAI\u5b78\u7fd2\u7684\u57fa\u790e\u3002\u5176\u6b21\uff0c\u662f\u8cc7\u6599\u6574\u7406\u8207\u6a19\u8a3b\uff0c\u4ea6\u5373\u6211\u5011\u5e38\u8aaa\u7684\u5927\u6578\u64da\uff08big data\uff09\u3002\u4e8b\u5be6\u4e0a\uff0c\u5404\u7a2e\u6578\u64da\u90fd\u53ef\u80fd\u4f5c\u70ba\u6a5f\u5668\u5b78\u7fd2\u7684\u57fa\u790e\uff0c\u4f46\u9019\u4e9b\u8cc7\u6599\u82e5\u70ba\u7d93\u904e\u9069\u7576\u5206\u6790\u8207\u8655\u7406\uff0c\u6709\u7121\u6578\u504f\u898b\u8207\u8aa4\u7528\u5728\u4e00\u958b\u59cb\u5c31\u5f71\u97ffAI\u7684\u53ef\u4fe1\u5ea6\u8207\u5ba2\u89c0\u6027\u3002\u9032\u4e00\u6b65\uff0c\u662f\u6a5f\u5668\u5b78\u7fd2\u7684\u6f14\u7b97\u6cd5\u6838\u5fc3\u3002\u4e0d\u540c\u6f14\u7b97\u6cd5\u7684\u8a2d\u8a08\u3001\u7a0b\u5f0f\u7279\u8cea\u6216\u8edf\u786c\u9ad4\u8cc7\u6e90\uff0c\u6703\u5f71\u97ff\u5176\u6e96\u78ba\u7387\uff0c\u6700\u91cd\u8981\u7684\u662f\u6211\u5011\u4ee5\u54ea\u7a2e\u89d2\u5ea6\u6a19\u793a\u8cc7\u6599\uff0c\u5982\u4f55\u4ee5\u6700\u4f73\u5316\u7684\u6f14\u7b97\u6cd5\u8207\u53c3\u6578\u8abf\u6574\uff0c\u627e\u5230\u6700\u9069\u7576\u7684\u7d50\u679c\u3002\u800c\u9019\u4e9b\u80cc\u5f8c\u81ea\u7136\u6709\u4e0d\u540c\u6280\u8853\u751f\u614b\u8207\u793e\u7fa4\u3002\u6700\u5f8c\uff0c\u662fAI\u8a6e\u91cb\u8207\u61c9\u7528\u3002\u9019\u4e00\u822c\u4e26\u672a\u88ab\u8996\u70baAI\u6280\u8853\u7684\u4e00\u74b0\uff0c\u4f46\u662f\u7531\u5176\u793e\u6703\u5f71\u97ff\u6216\u884c\u52d5\u7db2\u7d61\u904e\u7a0b\u537b\u662f\u5fc5\u7136\u5b58\u5728\u7684\uff0c\u4ea6\u5373AI\u9084\u662f\u5fc5\u9808\u7d93\u7531\u8a6e\u91cb\u8207\u61c9\u7528\uff0c\u5d4c\u5165\u5236\u5ea6\u6c7a\u7b56\u800c\u9020\u6210\u793e\u6703\u5f71\u97ff\u3002<\/p>\n<p>\u5728\u9019\u4e9b\u904e\u7a0b\u4e2d\uff0c\u5982\u679c\u767c\u63ee\u60f3\u50cf\u529b\uff0c\u6211\u5011\u53ef\u4ee5\u7528\u4ee5\u4e0b\u65b9\u5f0f\u8a2d\u5b9a\u4e00\u4e9b\u554f\u984c\uff0c\u5c0dAI\u63d0\u554f\uff0c\u627e\u5230\u6211\u5011\u80fd\u5920\u53c3\u8207AI\u5354\u4f5c\u7684\u65b9\u5f0f\u3002\u56e0\u6b64\uff0c\u4ee5\u4e0b\u6211\u5011\u4e0d\u7d66\u7b54\u6848\uff0c\u800c\u662f\u8209\u4f8b\u63d0\u51fa\u5982\u4f55\u63d0\u554f\u3002<\/p>\n<p>\u4e00\u3001\u554f\u984c\u67b6\u69cb\uff1a\u4f8b\u5982\uff0c\u4ee5\u76ee\u524d\u8a31\u591a\u516c\u5171\u670d\u52d9\u90fd\u958b\u59cb\u4f7f\u7528AI\u8f14\u52a9\u4f86\u770b\uff0c\u6211\u5011\u53ef\u4ee5\u63d0\u554f\uff0c\u9019\u662f\u8ab0\u7684\u516c\u5171\u670d\u52d9\uff1f\u5f9e\u670d\u52d9\u7aef\u4f86\u770b\uff0c\u6211\u5011\u53ef\u4ee5\u601d\u8003\u52a0\u5165AI\u7684\u76ee\u6a19\u662f\u6548\u7387\uff1f\u4eba\u529b\uff1f\u54c1\u8cea\uff1f\u7b49\u5f85\u6642\u9593\uff1f\u88ab\u56de\u61c9\u7684\u611f\u89ba?\u800c\u5f9e\u4f7f\u7528\u7aef\u4f86\u770b\uff0c\u52a0\u5165AI\u662f\u5426\u52a0\u91cd\u4e0d\u5e73\u7b49\u8207\u843d\u5dee\uff1f\u4f8b\u5982\uff0c\u73fe\u6709\u516c\u5171\u8cc7\u6e90\u7684\u7121\u969c\u7919\u7a7a\u9593\u3001\u6578\u4f4d\u843d\u5dee\u554f\u984c\uff0c\u662f\u5426\u6703\u56e0\u70baAI\u52a0\u5165\u589e\u52a0\u6216\u6e1b\u5c11\u9032\u4e00\u6b65\u7684AI\u9580\u6abb\uff1a\u54ea\u4e9bAI\u80fd\u505a\uff1f\u54ea\u4e9b\u7121\u6cd5\u505a\uff1f\u7531\u8ab0\u7684\u89d2\u5ea6\u505a\uff1f\u54ea\u4e9bAI\u6703\u60e1\u5316\u73fe\u6709\u843d\u5dee\uff1f\u800c\u9019\u4e5f\u5fc5\u9808\u91cd\u65b0\u754c\u5b9a\u516c\u5171\u670d\u52d9\u7684\u5b97\u65e8\u70ba\u4f55\uff1f<\/p>\n<p>\u4e8c\u3001\u5927\u6578\u64da\uff1a\u4f8b\u5982\uff0c\u662f\u8ab0\u7684\u8cc7\u6599\uff1fAI\u7684\u5224\u65b7\u4f86\u81ea\u5176\u6a19\u8a3b\u5f8c\u7684\u8cc7\u6599\u7684\u8a13\u7df4\uff0c\u56e0\u6b64\u8cc7\u6599\u4f86\u6e90\u3001\u54c1\u8cea\u3001\u8108\u7d61\u3001\u662f\u5426\u5177\u6709\u7279\u5b9a\u5206\u5e03\uff0c\u80fd\u5426\u61c9\u7528\u65bc\u5176\u4ed6\u8108\u7d61\u7684\u8cc7\u6599\uff1f\u90fd\u662f\u91cd\u8981\u7684\u554f\u984c\u3002\u8209\u4f8b\u4f86\u8aaa\uff0c\u5728\u8457\u540d\u79d1\u5b78\u671f\u520a <em>Nature<\/em> \u7684\u4e00\u7bc7\u6587\u7ae0\u6307\u51fa\u300cAI\u53ef\u80fd\u6027\u5225\u6b67\u8996\u8207\u7a2e\u65cf\u6b67\u8996\u300d\uff08<a href=\"https:\/\/www.nature.com\/articles\/d41586-018-05707-8\">AI can be sexist and racist \u2014 it\u2019s time to make it fair<\/a>\uff09<\/p>\n<p>\u56e0\u70ba\u8a31\u591aAI\u8996\u89ba\u8a13\u7df4\u8cc7\u6599\u4f86\u81eaImagenet\uff0c\u800c\u5176\u4e2d\u591a\u6578\u8cc7\u659945.5\uff05\u4f86\u81ea\u7f8e\u570b\uff0c\u4f46\u5176\u4eba\u53e3\u53ea\u4f54\u5168\u7403\u4eba\u53e34\uff05\uff0c\u4f46\u662f\u66f4\u70ba\u591a\u6578\u7684\u4eba\u53e3\u8207\u570b\u5bb6\u5982\u4e2d\u570b\u8207\u5370\u5ea6\u52a0\u8d77\u4f86\u4f5436\uff05\uff0c\u4f46\u5728\u5176\u4e2d\u7684\u5f71\u50cf\u8cc7\u6599\u53ea\u67093\uff05\u3002\u56e0\u6b64\uff0c\u7531\u6b64\u8a13\u7df4\u7684AI\u5f80\u5f80\u5982\u540c\u7f8e\u570b\u4e2d\u5fc3\u4e3b\u7fa9\u7684\u8996\u91ce\u4e00\u822c\uff0c\u6210\u70ba\u300c\u6587\u5316\u76f2\u300d\uff08cultural blind\uff09\uff0c\u8aa4\u5224\u5176\u4ed6\u7a2e\u65cf\u7684\u8cc7\u6599\u3002<\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-37583\" src=\"http:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2021\/11\/26113.jpg\" alt=\"\" width=\"500\" height=\"335\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2021\/11\/26113.jpg 1171w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2021\/11\/26113-300x201.jpg 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2021\/11\/26113-768x514.jpg 768w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2021\/11\/26113-1024x686.jpg 1024w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u4e09\u3001\u8a6e\u91cb\u8207\u61c9\u7528\uff1aAI\u53ea\u662f\u4e00\u7a2e\u8edf\u9ad4\uff0c\u5176\u9810\u6e2c\u6216\u5224\u8b80\u7d50\u679c\u8981\u767c\u63ee\u4f5c\u7528\uff0c\u90fd\u5fc5\u9808\u878d\u5165\u73fe\u6709\u7684\u5236\u5ea6\u6216\u793e\u6703\u5b89\u6392\u3002\u5728\u9019\u4e9b\u5b89\u6392\u4e2d\uff0c\u6211\u5011\u5fc5\u9808\u540c\u6a23\u5982\u540c\u5c0d\u8cc7\u6599\u7684\u63d0\u554f\u4e00\u822c\uff0c\u5c0f\u5fc3\u5730\u6aa2\u8996\uff1aAI\u8a13\u7df4\u7684\u8cc7\u6599\u4f86\u6e90\u3001\u54c1\u8cea\u3001\u8108\u7d61\u3001\u5176\u8a13\u7df4\u6a21\u5f0f\u662f\u5426\u5177\u6709\u7279\u5b9a\u5206\u5e03\uff0c\u80fd\u5426\u61c9\u7528\u65bc\u5176\u4ed6\u8108\u7d61\u7684\u5224\u8b80\uff1f\u662f\u5426\u6709\u5176\u4ed6\u80cc\u666f\u6216\u554f\u984c\u8108\u7d61\u9700\u8981\u9032\u4e00\u6b65\u8003\u91cf\u3002\u4f8b\u5982\uff0c\u5982\u679c\u91ab\u9662\u7ba1\u7406AI\u5224\u65b7\u4e00\u4f4d\u75c5\u60a3\u9810\u5f8c\u8f03\u70ba\u4e0d\u4f73\uff0c\u9019\u662f\u7d14\u7cb9\u81e8\u5e8a\u8cc7\u6599\u5224\u65b7\uff1f\u6216\u662f\u52a0\u5165\u75c5\u60a3\u80cc\u666f\u3001\u793e\u6703\u7d93\u6fdf\u689d\u4ef6\u5224\u65b7\uff1f\uff08\u7d93\u6fdf\u689d\u4ef6\u4e0d\u4f73\u5bb9\u6613\u5ef6\u8aa4\u5c31\u91ab\uff09\u6216\u662f\u52a0\u5165\u91ab\u9662\u4ecb\u5165\u5dee\u7570\u7684\u5224\u65b7\uff08\u4e0d\u540c\u7d93\u6fdf\u689d\u4ef6\u9078\u64c7\u4f7f\u7528\u6cbb\u7642\u65b9\u6cd5\u3001\u6642\u9593\u9577\u77ed\u3001\u7642\u6548\u53ef\u80fd\u6709\u5dee\u7570\uff09\uff1f\u66f4\u91cd\u8981\u7684\u662f\u662f\u5426\u53ef\u80fd\u56e0\u70ba\u5ffd\u7565AI\u7684\u9650\u5236\u81ea\u6211\u8b49\u6210\u7684\u9810\u8a00\uff0c\u5ffd\u8996\u70ba\u7d0d\u5165\u8a13\u7df4\u8cc7\u6599\u800c\u5c0e\u81f4AI\u7121\u6cd5\u5224\u65b7\u7684\u56e0\u7d20\uff08\u5982\u793e\u6703\u80cc\u666f\uff09\uff0c\u53cd\u70baAI\u6240\u8aa4\u5c0e\uff0c\u5c0e\u81f4\u9032\u4e00\u6b65\u7684\u60e1\u6027\u5faa\u74b0\u3002<\/p>\n<p>\u56db\u3001\u53c3\u8207\u5354\u4f5c\uff1a\u5118\u7ba1\u4e0d\u662f\u6bcf\u500b\u4eba\u90fd\u61c9\u8a72\u6216\u6709\u80fd\u529b\u53c3\u8207\u6f14\u7b97\u6cd5\u958b\u767c\u6216\u61c9\u7528\uff0c\u4f46\u662f\uff0c\u6211\u5011\u80fd\u5920\u601d\u8003\u300c\u8ab0\u7684\u6280\u8853\uff1f\u300d\u300c\u8ab0\u53c3\u8207\u5354\u4f5c\uff1f\u300d\u610f\u601d\u662f\uff0c\u64c1\u6709\u6f14\u7b97\u6cd5\u6280\u8853\u8005\u662fAI\u6280\u8853\u7684\u5c08\u5bb6\uff0c\u4f46\u9084\u6709\u5404\u7a2e\u5c08\u5bb6\uff1a\u5404\u7a2e\u6709\u5fd7\u53c3\u8207AI\u5354\u4f5c\u8005\uff0c\u9664\u4e86\u53ef\u4ee5\u662f\u5c45\u6c11\u3001\u75c5\u4eba\u3001\u5b78\u751f\u3001\u516c\u6c11\u7b49\u300c\u9700\u6c42\u7684\u5c08\u5bb6\/\u7576\u4e8b\u4eba\u300d\uff0c\u9084\u6709\u300c\u53c3\u8207\u73fe\u5834\u7684\u5c08\u5bb6\u300d\u5982\u6559\u5b78AI\u7684\u6559\u5e2b\u3001\u516c\u5171\u670d\u52d9AI\u7684\u793e\u5de5\uff1b\u300c\u8cc7\u6599\u7684\u5c08\u5bb6\u300d\u8207\u300c\u5236\u5ea6\u7684\u5c08\u5bb6\u300d\u5982\u77ad\u89e3\u5404\u7a2e\u8cc7\u6599\u5206\u6790\u8207\u76f2\u9ede\uff0c\u9084\u6709AI\u9032\u5165\u5236\u5ea6\u7684\u554f\u984c\u8207\u9577\u8655\u7684\u4eba\u6587\u793e\u6703\u7814\u7a76\u8005\uff1b\u300c\u7406\u5ff5\u7684\u5c08\u5bb6\u300d\u4f8b\u5982\u5021\u8b70\u5404\u7a2e\u50f9\u503c\u7684NGO\u7b49\u3002\u5982\u4e0a\u6240\u8ff0\uff0cAI\u7684\u5404\u7a2e\u74b0\u7bc0\u90fd\u9700\u8981\u95dc\u6ce8\u8207\u6295\u5165\uff0c\u73fe\u6709\u5404\u7a2e\u9ed1\u514b\u677e\uff08hackathon\uff09 \u8207\u958b\u767c\u793e\u7fa4\u90fd\u662f\u9019\u7a2e\u985e\u578b\uff0c\u9019\u4e5f\u6709\u52a9\u65bc\u8b93\u6280\u8853\u4e0d\u53ea\u4fb7\u9650\u65bc\u6280\u8853\u601d\u7dad\uff0c\u66f4\u5177\u958b\u653e\u6027\u5730\u7d50\u5408\u591a\u65b9\u9700\u6c42\u8207\u5354\u52a9\u3002<\/p>\n<p>\u4e0a\u8ff0\u63d0\u554f\u65b9\u6cd5\u53ea\u662f\u4e00\u4e9b\u4f8b\u5b50\uff0c\u5f9e\u5c07AI\u8996\u70ba\u91cd\u7d44\u79d1\u6280\u8207\u793e\u6703\u5b89\u6392\u7684\u7cfb\u7d71\uff0c\u4ee5\u53ca\u5982\u4f55\u53c3\u8207\u5354\u4f5c\u7684\u89d2\u5ea6\uff0c\u6211\u5011\u6bcf\u500b\u4eba\u90fd\u6709\u6a5f\u6703\u53c3\u8207AI\u516c\u5171\u5316\u3002\u671f\u671b\u5927\u5bb6\u90fd\u80fd\u4e00\u540c\u53c3\u8207\u60f3\u50cfAI\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>--<br \/>\n\u8a3b<a href=\"#_ftnref1\" name=\"_ftn1\">[1]<\/a>&nbsp;:\u9032\u4e00\u6b65\u5c0dAI\u76f8\u95dc\u6d41\u7a0b\u7684\u5c0e\u8ad6\u4ecb\u7d39\u8acb\u898b\uff1a\u300c\u4eba\u793eAI\u5c0e\u8ad6\u300d<a href=\"https:\/\/www.youtube.com\/playlist?list=PL_qamH512zu6NbUEDShUFyHiE7qHUGJiN\">https:\/\/www.youtube.com\/playlist?list=PL_qamH512zu6NbUEDShUFyHiE7qHUGJiN<\/a><\/p>\n<p style=\"text-align: center;\"><span style=\"color: #808080;\">(\u672c\u6587\u70ba\u6559\u80b2\u90e8\u300c\u4eba\u5de5\u667a\u6167\u6280\u8853\u53ca\u61c9\u7528\u4eba\u624d\u57f9\u80b2\u8a08\u756b\u300d<wbr>\u6210\u679c\u5167\u5bb9)<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5982\u679c\u6211\u5011\u4e0d\u53ea\u662f\u5c07AI\u7576\u6210\u4e00\u500b\u7522\u54c1\uff0c\u4e26\u88ab\u52d5\u5730\u671f\u671b\u5176\u7121\u6240\u4e0d\u80fd\u6216\u60b2\u89c0\u5730\u6050\u61fc\u5176\u5c0d\u793e\u6703\u7684\u5371\u5bb3\u3002\u5f9e\u5be6\u969b\u4e0aAI\u505a\u70ba\u5404\u7a2e\u91cd\u65b0\u5b89\u6392\u79d1\u6280\u8207\u793e\u95dc\u4fc2\u7684\u7cfb\u7d71\u6216\u9ad4\u5236\u7684\u89d2\u5ea6\uff0c\u6211\u5011\u5982\u4f55\u60f3\u50cfAI\u5982\u4f55\u8207\u793e\u6703\u5171\u5b58\u3001AI\u80fd\u505a\u4ec0\u9ebc\u6216\u7121\u6cd5\u505a\u4ec0\u9ebc\uff0c\u4ee5\u53ca\u6211\u5011\u6bcf\u500b\u4eba\u5982\u4f55\u60f3\u50cf\u6211\u5011\u53ef\u4ee5\u5982\u4f55\u53c3\u8207AI\u7684\u5354\u4f5c\uff0c\u8b93AI\u66f4\u597d\u3002\u6709\u6709\u6a5f\u6703\u52a0\u5f37AI\u7684\u516c\u5171\u6027\u3002<\/p>\n","protected":false},"author":20,"featured_media":37581,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5121,3293,4987],"tags":[],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2021\/11\/26111.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/37579"}],"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\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=37579"}],"version-history":[{"count":11,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/37579\/revisions"}],"predecessor-version":[{"id":37598,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/37579\/revisions\/37598"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/37581"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=37579"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=37579"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=37579"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}