{"id":36994,"date":"2021-08-27T10:00:02","date_gmt":"2021-08-27T02:00:02","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=36994"},"modified":"2021-10-04T23:23:30","modified_gmt":"2021-10-04T15:23:30","slug":"%e6%9d%8e%e9%a3%9b%e9%a3%9b-fei-fei-li%ef%bc%881976-%ef%bc%89","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=36994","title":{"rendered":"\u674e\u98db\u98db Fei-Fei Li\uff081976-\uff09"},"content":{"rendered":"<p><span style=\"color: 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Hinton\u5718\u968a\u7684\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\u8868\u73fe\u51fa\u773e\uff0c\u932f\u8aa4\u7387\u5927\u5e45\u964d\u4f4e\u81f3\u50c515\uff05\uff1b\u525b\u751f\u7522\u5b8c\u7684\u674e\u98db\u98db\u8208\u596e\u5730\u8cb7\u4e86\u4e00\u5f35\u7d05\u773c\u822a\u73ed\u7684\u6a5f\u7968\uff0c\u76f4\u5954\u7fa9\u5927\u5229\u7684\u9812\u734e\u73fe\u5834\u3002\u622a\u81f32017\u5e74\u2500\u2500\u6700\u5f8c\u4e00\u5c46\u7684\u7af6\u8cfd\u4e2d\u2500\u2500AI\u7684\u5716\u50cf\u8b58\u5225\u5931\u8aa4\u7387\u5df2\u7d93\u964d\u81f33\uff05\uff1b\u4e5f\u56e0\u70ba\u5931\u8aa4\u7387\u5927\u5e45\u964d\u4f4e\uff0c\u5716\u50cf\u8b58\u5225AI\u2500\u2500\u5c24\u5176\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\u2500\u2500\u7d42\u65bc\u80fd\u8d70\u51fa\u5be6\u9a57\u5ba4\uff0c\u770b\u898b\u5927\u898f\u6a21\u5546\u696d\u61c9\u7528\u7684\u5951\u6a5f\u3002<\/p>\n<p><span style=\"color: #008080;\"><strong>\u25cf\u8d70\u5165\u96f2\u7aef<\/strong><\/span><\/p>\n<p style=\"text-align: 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AI\uff0c\u5f71\u97ff\u6a6b\u8de8\u5a92\u9ad4\u3001\u91d1\u878d\u3001\u91ab\u7642\u3001\u96f6\u552e\u3001\u4fdd\u96aa\u8207\u74b0\u5883\u7b49\u5404\u65b9\u9762\u3002<\/p>\n<p>2017\u5e74\u5e74\u5e95\uff0c\u674e\u98db\u98db\u56de\u5230\u4e2d\u570b\uff0c\u5ba3\u5e03Google AI\u4e2d\u570b\u4e2d\u5fc3\u6b63\u5f0f\u6210\u7acb\u3002\u9019\u662fGoogle\u9996\u5ea6\u6253\u7834\u4e2d\u570b\u5c01\u9396\u7dda\uff0c\u8207\u4e2d\u570b\u5317\u4eac\u3001\u4e0a\u6d77\u3001\u6e05\u83ef\u7b49\u5927\u5b78\u5408\u4f5c\uff0c\u7531\u674e\u4f73\u64d4\u4efb\u7e3d\u88c1\uff0c\u9818\u5c0eGoogleAI\u4e2d\u570b\u4e2d\u5fc3\u3002\u4e5f\u662f\u7e7c\u674e\u958b\u5fa9\u4e4b\u5f8c\uff0cGoogle\u518d\u4e00\u6b21\u6253\u958b\u8207\u4e2d\u570b\u4ea4\u6d41\u7684\u6a4b\u6a11\u3002\u751f\u65bc\u4e2d\u570b\u3001\u9577\u65bc\u4e2d\u570b\u7684\u674e\u98db\u98db\uff0c\u7d42\u65bc\u76e1\u4e00\u5df1\u4e4b\u529b\u56de\u994b\u6bcd\u570b\u3002<\/p>\n<p>\u5373\u4f7f\u5728\u5b78\u8853\u3001\u7522\u696d\u754c\u90fd\u6709\u8457\u8209\u8db3\u8f15\u91cd\u7684\u5730\u4f4d\uff0c\u524d\u666f\u4e00\u7247\u770b\u597d\u7684\u674e\u98db\u98db\u4e26\u6c92\u6709\u4e00\u5473\u52a0\u901f\u885d\u523a\uff0c\u53cd\u800c\u66f4\u52a0\u91cd\u8996AI\u7814\u7a76\u4e2d\u7d93\u5e38\u88ab\u5ffd\u7565\u7684\u502b\u7406\u8207\u793e\u6703\u554f\u984c\u3002<\/p>\n<p>2018\u5e74\uff0cGoogle Cloud\u8207\u7f8e\u570b\u570b\u9632\u90e8\u7c3d\u7f72\u4e86\u4e00\u9805\u958b\u767c\u8a08\u756b\u2500\u2500Maven\uff0c\u4e3b\u8981\u662f\u5229\u7528\u5716\u50cf\u8b58\u5225AI\u9396\u5b9a\u7121\u4eba\u6a5f\u653b\u64ca\u76ee\u6a19\u3002\u6d88\u606f\u752b\u516c\u5e03\uff0c\u4fbf\u5728Google\u5167\u90e8\u5f15\u8d77\u8ed2\u7136\u5927\u6ce2\uff0c\u8a31\u591a\u5de5\u7a0b\u5e2b\u66f4\u96c6\u9ad4\u8fad\u8077\u4ee5\u793a\u6297\u8b70\u3002\u674e\u98db\u98db\u8eab\u5c45\u4e3b\u7ba1\u8077\uff0c\u4e5f\u5beb\u4e86\u5c01\u5167\u90e8\u4fe1\u51fd\uff0c\u5efa\u8b70\u9ad8\u5c64\u4e0d\u8981\u53c3\u8207\u6230\u722d\u6280\u8853\u7684\u958b\u767c\u3002\u6d88\u606f\u8d70\u6f0f\uff0c\u7f8e\u570b\u570b\u5167\u5c0d\u674e\u98db\u98db\u7684\u8a55\u50f9\u8912\u8cb6\u4e0d\u4e00\uff0c\u751a\u81f3\u6709\u4eba\u8cea\u7591\u674e\u98db\u98db\u7684\u4e2d\u570b\u88d4\u8eab\u5206\u3002<\/p>\n<p>\u7136\u800c\u9019\u662f\u7b2c\u4e00\u6b21\uff0c\u79d1\u6280\u7522\u696d\u7531\u5167\u90e8\u958b\u59cb\u6b63\u8996AI\u7684\u7814\u7a76\u9053\u5fb7\u8207\u898f\u7bc4\u3002\u5de5\u7a0b\u5e2b\u5011\u96c6\u9ad4\u63d0\u51fa\u4e00\u4efd\u8acb\u9858\u66f8\uff0c\u8981\u6c42\u516c\u53f8\u627f\u8afe\u300cGoogle\u53ca\u5176\u627f\u5305\u5546\u6c38\u9060\u4e0d\u6703\u53c3\u8207\u6230\u722d\u6280\u8853\u7684\u958b\u767c\u300d\u3002\u5728\u591a\u65b9\u4eba\u54e1\u7684\u52aa\u529b\u5954\u8d70\u4e0b\uff0cMaven\u9805\u76ee\u6700\u7d42\u53d6\u6d88\u3002\u4f46\u674e\u98db\u98db\u4e26\u6c92\u6709\u56e0\u6b64\u800c\u505c\u4e0b\u8173\u6b65\u3001\u653e\u68c4\u63a8\u52d5\u5f8c\u7e8c\u6539\u9769\u7684\u6a5f\u6703\uff1a\u674e\u98db\u98db\u8207\u5176\u5b83Google\u7ba1\u7406\u968e\u5c64\u5408\u4f5c\uff0c\u7a4d\u6975\u5730\u64ec\u5b9a\u4e86\u4e00\u4efd\u7814\u7a76\u6307\u5c0e\u65b9\u91dd\uff0c\u5c07AI\u7814\u7a76\u7684\u91cd\u9ede\u653e\u5728\u70ba\u793e\u6703\u5275\u9020\u798f\u5229\uff0c\u7981\u6b62\u4f8b\u5982\u4fb5\u72af\u500b\u4eba\u96b1\u79c1\u3001\u5f71\u97ff\u516c\u5171\u5b89\u5168\u7684AI\u904b\u7528\uff0c\u4e26\u8058\u8acb\u5c08\u7cbe\u65bc\u79d1\u6280\u502b\u7406\u7684\u54f2\u5b78\u5bb6Shannon Vallor\u64d4\u4efbGoogle\u7684\u502b\u7406\u9867\u554f\u2500\u2500\u9019\u662f\u696d\u754c\u7b2c\u4e00\u6b21\u51fa\u73fe\u9019\u6a23\u7684\u8077\u4f4d\uff0c\u5f15\u8d77\u5f8c\u7e8c\u5176\u5b83\u516c\u53f8\u7fa4\u8d77\u6548\u6cd5\u30022020\u5e74\uff0cTwitter\u66f4\u8058\u4efb\u674e\u98db\u98db\u64d4\u4efb\u8463\u4e8b\u6703\u7684\u7368\u7acb\u8463\u4e8b\u3002<\/p>\n<p><span style=\"color: #008080;\"><strong>\u25cf\u4ee5\u4eba\u70ba\u672c<\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><em>\u300c\u6211\u5011\u771f\u6b63\u8981\u95dc\u6ce8\u7684\u61c9\u8a72\u662f\uff1aAI\u5c07\u5982\u4f55\u5f71\u97ff\u4eba\u5011\u7684\u5de5\u4f5c\u548c\u751f\u6d3b\u65b9\u5f0f\u3002\u300d<\/em><\/p>\n<p>\u300cAI\u53ef\u4ee5\u88ab\u7528\u4f5c\u4eba\u985e\u6280\u80fd\u7684\u88dc\u5145\uff0c\u800c\u975e\u66ff\u4ee3\u8005\u3002\u300d\u662f\u674e\u98db\u98db\u5f9e\u4e00\u800c\u7d42\u7684\u7406\u5ff5\u3002\u5c0d\u5979\u800c\u8a00\uff0cAI\u7684\u6700\u7d42\u76ee\u7684\u662f\u8981\u63d0\u6607\u4eba\u985e\u7684\u751f\u6d3b\u798f\u7949\uff0c\u800c\u4e0d\u662f\u53d6\u4ee3\u4eba\u985e\u30021950\u5e74\u4ee3\u8d77\uff0c\u9019\u6a23\u7684\u8a0e\u8ad6\u5f9e\u672a\u505c\u6b62\uff0c\u8a31\u591a\u4eba\u7684\u5370\u8c61\u751a\u81f3\u9084\u505c\u7559\u5728\u5982\u96fb\u5f71\u300a\u9b54\u9b3c\u7d42\u7d50\u8005\u300b\uff08<em>Terminator<\/em>\uff09\u6216\u300a\u9280\u7ffc\u6bba\u624b\u300b\uff08<em>Blade Runner<\/em>\uff09\u6240\u71df\u9020\u51fa\u4eba\u6a5f\u5c0d\u7acb\u7684\u6c1b\u570d\u4e2d\u3002\u7576\u7136\uff0c\u9019\u6a23\u7684\u64d4\u6182\u4e5f\u975e\u7a7a\u7a74\u4f86\u98a8\uff1a\u96a8\u8457\u4eba\u5de5\u667a\u6167\u8d8a\u767c\u6210\u719f\u2500\u2500\u96fb\u5b50\u516c\u8def\u6536\u8cbb\u3001\u6578\u4f4d\u5ba2\u670d\u3001\u7121\u4eba\u8d85\u5546\u3001\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u5230\u6200\u611b\u914d\u5c0d\u61c9\u7528\u7a0b\u5f0f\uff0c\u66f4\u4e0d\u7528\u63d0Alpha Go\u5927\u6230\u8077\u696d\u570d\u68cb\u68cb\u58eb\u7684\u4e8b\u4e86\u2500\u2500\u9996\u7576\u5176\u885d\u7684\u6b63\u662f\u90a3\u4e9b\u5275\u9020\u6027\u4f4e\u3001\u4ef0\u8cf4\u52de\u52d5\u7684\u8077\u52d9\u3002<\/p>\n<p>\u9762\u5c0d\u9019\u6a23\u7684\u8cea\u7591\uff0c\u674e\u98db\u98db\u7576\u7136\u5fc5\u9808\u7ad9\u7a69\u300c\u4fdd\u6301\u958b\u653e\u624d\u6709\u7a7a\u9593\u8b93\u79d1\u6280\u9032\u6b65\u300d\u7684\u7acb\u5834\uff0c\u4f46\u540c\u6642\u4e5f\u547c\u7c72\u7522\u5b78\u5169\u754c\u5fc5\u9808\u95dc\u6ce8\u61c9\u76e1\u7684\u793e\u6703\u8cac\u4efb\u30022019\u5e74\uff0c\u8207\u300a\u4eba\u985e\u7c21\u53f2\u300b\uff08<em>Sapiens: A Brief History of Humankind<\/em>\uff09\u4f5c\u8005Yuval Harari\u7684\u516c\u958b\u5c0d\u8ac7\u4e2d\uff0c\u79d1\u6280\u4fb5\u8755\u4eba\u985e\u81ea\u4e3b\u8207\u7368\u7acb\u601d\u8003\u80fd\u529b\u7684\u53ef\u80fd\u6027\u4ee4Harari\u611f\u5230\u6182\u5fc3\u3002\u674e\u98db\u98db\u5247\u8a8d\u70ba\u6211\u5011\u8ddd\u96e2\u9019\u6a23\u7684\u4e16\u754c\u5c1a\u6709\u4e00\u6bb5\u8ddd\u96e2\uff0c\u8207\u5176\u5927\u529b\u5e72\u9810\u3001\u963b\u7919\u79d1\u6280\u7684\u767c\u5c55\uff0c\u4e0d\u5982\u901a\u904e\u9069\u7576\u7684\u6307\u5c0e\uff0cAI\u5c07\u4f7f\u751f\u6d3b\u8b8a\u5f97\u66f4\u7f8e\u597d\uff1b\u5426\u5247\uff0c\u9019\u4e9b\u6280\u8853\u5c07\u9032\u4e00\u6b65\u64f4\u5927\u8ca1\u5bcc\u9d3b\u6e9d\uff0c\u4f7f\u79d1\u6280\u8b8a\u5f97\u66f4\u52a0\u6392\u5916\uff0c\u6700\u5f8c\u5c0e\u81f4\u6211\u5011\u5e7e\u4ee3\u4eba\u8a66\u5716\u514b\u670d\u7684\u554f\u984c\u8b8a\u5f97\u66f4\u52a0\u6df1\u523b\u3002<\/p>\n<p>2018\u5e74\u5e74\u5e95\uff0c\u674e\u98db\u98db\u544a\u5225Google\uff0c\u56de\u5230\u53f2\u4e39\u4f5b\u5927\u5b78\u4eba\u5de5\u667a\u6167\u7814\u7a76\u5ba4\uff0c\u6210\u7acb\u300c\u4ee5\u4eba\u70ba\u672c\u7684AI\u7814\u7a76\u9662\u300d\uff08Stanford Human-Centered AI Institute\uff0cHAI\uff09\u3002\u300c\u70ba\u4e86\u8b93AI\u5f97\u5230\u9069\u7576\u7684\u767c\u5c55\uff0c\u6211\u5011\u9700\u8981\u8207\u5c0d\u4eba\u985e\u793e\u6703\u5f71\u97ff\u7684\u7814\u7a76\u7d50\u5408\uff0c\u4e26\u7d66\u51fa\u76f8\u61c9\u7684\u6307\u5c0e\u65b9\u91dd\u3002\u5176\u6b21\uff0cAI\u7684\u6700\u7d42\u76ee\u7684\u662f\u589e\u5f37\u548c\u52a0\u5f37\u6211\u5011\u7684\u4eba\u6027\uff0c\u800c\u4e0d\u662f\u524a\u5f31\u6216\u53d6\u4ee3\u5b83\u3002\u70ba\u4e86\u5145\u5206\u767c\u63eeAI\u7684\u6f5b\u529b\uff0c\u66f4\u597d\u5730\u6eff\u8db3\u6211\u5011\u7684\u9700\u6c42\uff0c\u5b83\u5fc5\u9808\u4e0d\u65b7\u5730\u9032\u5316\uff0c\u5438\u6536\u66f4\u591a\u4eba\u985e\u667a\u6167\u7684\u591a\u6a23\u6027\u3001\u4e9b\u5fae\u5dee\u5225\u548c\u6df1\u5ea6\u3002\u300d\u674e\u98db\u98db\u5728HAI\u7684\u958b\u5e55\u5927\u6703\u4e0a\u8aaa\u9053\u3002<\/p>\n<p>HAI\u9080\u8acb\u4e86\u4f86\u81ea\u4eba\u6587\u3001\u54f2\u5b78\u3001\u516c\u5171\u884c\u653f\u3001\u91d1\u878d\u3001\u6cd5\u5f8b\u7b49\u5404\u7522\u5b78\u754c\u7684\u83c1\u82f1\u52a0\u5165\u7814\u7a76\u5718\u968a\uff0c\u76ee\u7684\u5c31\u662f\u70ba\u4e86\u4f7fAI\u7814\u7a76\u4eba\u54e1\u4e5f\u80fd\u50cf\u502b\u7406\u5b78\u5bb6\u90a3\u6a23\uff0c\u6253\u7834\u5229\u76ca\u6216\u6548\u80fd\u81f3\u4e0a\u7684\u601d\u8003\u6846\u67b6\u3002\u540c\u6642\uff0c\u4e5f\u81f4\u529b\u65bc\u5982\u4f55\u5229\u7528AI\u89e3\u6c7a\u8af8\u5982\u5168\u7403\u8ca7\u56f0\u4eba\u53e3\u3001\u96e3\u6c11\u5b89\u7f6e\u3001\u6539\u5584\u91cd\u75c7\u76e3\u8b77\u5ba4\u91ab\u7642\u670d\u52d9\u7cfb\u7d71\uff0c\u4ee5\u53ca\u9069\u5408\u81ea\u52d5\u99d5\u99db\u8eca\u8f1b\u7684\u4ea4\u901a\u57fa\u790e\u8a2d\u65bd\u7b49\u554f\u984c\u3002<\/p>\n<p><span style=\"color: #008080;\"><strong>\u25cfAI for All<\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><em>\u300c\u5982\u679c\u4f60\u5c0d\u6df1\u5ea6\u5b78\u7fd2\u7cfb\u7d71\u300e\u8f38\u5165\u504f\u898b\u300f\uff0c\u90a3\u9ebc\u5b83\u4e5f\u6703\u76f8\u61c9\u5730\u300e\u8f38\u51fa\u504f\u898b\u300f\u3002\u300d<\/em><\/p>\n<p>\u674e\u98db\u98db\u540c\u6642\u4e5f\u6ce8\u610f\u5230\uff1a\u5f9e\u4e8bAI\u7814\u7a76\u7684\u5973\u6027\u592a\u5c11\u4e86\uff01\u9019\u5c0e\u81f4\u8a31\u591aAI\u61c9\u7528\u5bb9\u6613\u4ee5\u767d\u4eba\u7537\u6027\u7684\u89d2\u5ea6\u51fa\u767c\uff0c\u5ffd\u7565\u5176\u4ed6\u4f7f\u7528\u8005\u7684\u9700\u6c42\u3002\u76f4\u81f32015\u5e74\uff0cGoogle AI\u9084\u9b27\u904e\u81ea\u5bb6\u7cfb\u7d71\u5c07\u4e00\u5c0d\u975e\u88d4\u592b\u5a66\u8fa8\u8b58\u70ba\u5927\u7329\u7329\u7684\u4e8b\u4ef6\uff1b\u865f\u7a31\u80fd\u7cbe\u6e96\u76e3\u6e2c\u4f7f\u7528\u8005\u5065\u5eb7\u72c0\u614b\u7684Google Healtkit\uff0c\u76f4\u5230\u958b\u767c\u4e00\u5e74\u5f8c\u624d\u52a0\u5165\u5973\u6027\u7d93\u671f\u7684\u76e3\u6e2c\u529f\u80fd\u3002<\/p>\n<p>2019\u5e74\uff0c\u674e\u98db\u98db\u8207\u5b78\u751fOlga Russakovsky\u4e00\u540c\u5275\u7acb\u4e86\u5c08\u70ba\u6709\u8272\u6216\u5f31\u52e2\u65cf\u7fa4\u5973\u6027\u8a2d\u7acb\u7684AI\u590f\u4ee4\u71df\u2500\u2500AI 4 All\uff0c\u5c0d\u5404\u5730\u7684\u512a\u79c0\u5973\u5b78\u751f\u62db\u624b\u3002\u6d88\u606f\u4e00\u51fa\uff0c\u6bcf\u5e74\u4e0d\u523020\u500b\u540d\u984d\u7684\u9805\u76ee\uff0c\u7e3d\u6703\u6536\u5230900\u4efd\u4ee5\u4e0a\u7684\u7533\u8acb\u3002\u8a31\u591a\u5b78\u751f\u5728\u9019\u500b\u590f\u4ee4\u71df\u4e2d\uff0c\u5275\u4f5c\u51fa\u4ee4\u4eba\u610f\u60f3\u4e0d\u5230\u7684\u4f5c\u54c1\uff0c\u4f8b\u5982\u5229\u7528\u5716\u50cf\u8b58\u5225AI\u6aa2\u6e2c\u773c\u75be\u6216\u7de8\u5beb\u51fa\u4e00\u500b\u80fd\u6539\u5584\u6551\u8b77\u8eca\u547c\u53eb\u7a0b\u5e8f\u7684\u61c9\u7528\u7a0b\u5f0f\u3002<\/p>\n<p><strong><span style=\"color: #008080;\">\u25cf\u4e0d\u5e73\u51e1\u7684\u674e\u98db\u98db<\/span><\/strong><\/p>\n<p style=\"text-align: center;\"><em>\u300c\u4eba\u5011\u4ecd\u6703\u5404\u57f7\u5df1\u898b\uff0c\u4f46\u722d\u8b70\u53ef\u4ee5\u7e7c\u7e8c\u901a\u904e\u5c0d\u8a71\u4f86\u89e3\u6c7a\u3002\u300d<\/em><\/p>\n<p>\u9664\u4e86\u7e7c\u7e8c\u5f9e\u4e8b\u65b0\u7684\u7814\u7a76\uff0c\u674e\u98db\u98db\u4e5f\u4e0d\u907a\u9918\u529b\u5730\u63a5\u53d7\u5404\u65b9\u8a2a\u8ac7\u8207\u6f14\u8b1b\u9080\u7d04\uff0c\u4e26\u4e14\u76e1\u53ef\u80fd\u8207\u66f4\u591a\u4eba\u8a0e\u8ad6\u8207\u95e1\u8ff0AI\u5c0d\u4eba\u985e\u793e\u6703\u7684\u5f71\u97ff\u3002\u8eab\u70ba\u4e00\u4f4d\u5973\u6027\u79d1\u5b78\u5bb6\uff0c\u674e\u98db\u98db\u76f8\u5c0d\u91cd\u8996\u53ef\u4ee5\u5316\u89e3\u9d3b\u6e9d\u7684\u300c\u5c0d\u8a71\u300d\u3002\u65bc\u662f\u5728\u4e2d\u570b\u6d77\u5167\u5916\u5404\u7a2e\u5e73\u9762\u3001\u7db2\u8def\u5a92\u9ad4\u4e0a\uff0c\u8655\u8655\u53ef\u898b\u674e\u98db\u98db\u7684\u8eab\u5f71\uff0c\u4e26\u4ee5\u5404\u7a2e\u4e0d\u540c\u7684\u89d2\u5ea6\u8a55\u8ad6\u6216\u8f49\u8ff0\u8457\u9019\u4f4d\u5091\u51fa\u7684\u83ef\u4eba\u5973\u6027\u79d1\u5b78\u5bb6\u3002<\/p>\n<p>\u300c\u4eba\u5de5\u667a\u6167\uff0c\u6703\u628a\u4eba\u985e\u5e36\u5230\u54ea\u88e1\uff1f\u300d\u8de8\u6d0b\u8a2a\u554f\u6b63\u8ac7\u8ad6\u8457\u65e9\u5df2\u8a0e\u8ad6\u4e0d\u4e0b\u6578\u5343\u56de\u7684\u8b70\u984c\uff0c\u95dc\u65bc\u4eba\u985e\u5c0d\u81ea\u8eab\u7684\u63a2\u7d22\u8207\u4eba\u6a5f\u4e4b\u9593\u7684\u76f8\u4e92\u5f71\u97ff\u3002\u756b\u9762\u4e2d\uff0c\u674e\u98db\u98db\u5e36\u8457\u8033\u6a5f\uff0c\u5fae\u7b11\u800c\u5c08\u6ce8\u5730\u8046\u807d\u4e3b\u6301\u4eba\u7684\u63d0\u554f\uff0c\u8010\u5fc3\u4e14\u908f\u8f2f\u6e05\u6670\u5730\u4e00\u4e00\u7b54\u8986\u3002<\/p>\n<p>\u6a38\u5be6\u7684\u623f\u88e1\uff0c\u639b\u8457\u9060\u53e4\u6642\u671f\u63a2\u7d22\u751f\u547d\u6e90\u982d\u610f\u7fa9\u7684\u4f5b\u6559\u5510\u5361\uff0c\u5510\u5361\u4e0a\u7684\u83e9\u85a9\u6b63\u5fae\u7b11\u8457\uff0c\u770b\u8457\u4eba\u5011\u8b8a\u5e7b\u83ab\u6e2c\u7684\u5fc3\u667a\u6240\u5275\u9020\u51fa\u7684\u73fe\u5be6\u3002<\/p>\n<p>\u5728\u674e\u98db\u98db\u773c\u4e2d\uff0c\u4eba\u985e\u6700\u73cd\u8cb4\u7684\u4e0d\u662f\u5275\u9020\u529b\uff0c\u800c\u662f\u611b\u3002<\/p>\n<p>\u56e0\u70ba\u66fe\u7d93\u7167\u9867\u904e\u751f\u75c5\u7684\u6bcd\u89aa\uff0c\u674e\u98db\u98db\u975e\u5e38\u91cd\u8996AI\u5728\u91ab\u7642\u4e0a\u7684\u61c9\u7528\uff1b\u56e0\u70ba\u770b\u8457\u5b69\u5b50\u6210\u9577\uff0c\u89c0\u5bdf\u5230\u5b69\u5b50\u8a8d\u8b58\u9019\u500b\u4e16\u754c\u7684\u65b9\u5f0f\uff0c\u5efa\u7acb\u4e86ImageNet\uff1b\u56e0\u70ba\u5c0d\u4eba\u9053\u7684\u95dc\u61f7\uff0c\u674e\u98db\u98db\u66f4\u76f8\u4fe1\u4eba\u985e\u8207AI\u4e4b\u9593\u7684\u95dc\u4fc2\uff0c\u61c9\u8a72\u662f\u5408\u4f5c\u800c\u975e\u5c0d\u7acb\u3002<\/p>\n<p>\u5979\u662f\u674e\u98db\u98db\uff0c\u4e00\u4f4d\u4e16\u754c\u9802\u5c16\u79d1\u5b78\u5bb6\u3001\u53f2\u4e39\u4f5b\u4eba\u5de5\u667a\u6167\u7814\u7a76\u5ba4\u4e3b\u4efb\u3001\u4e00\u4f4d\u5091\u51fa\u7684\u7f8e\u570b\u79fb\u6c11\uff0c\u4e5f\u662f\u4e00\u4f4d\u5c0b\u5e38\u5973\u6027\u3001\u4e00\u540d\u59bb\u5b50\u3001\u4e00\u500b\u6bcd\u89aa\u3001\u4e00\u500b\u5973\u5152\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u53c3\u8003\u8cc7\u6599<\/strong><\/p>\n<ol>\n<li>BBC News\u4e2d\u6587\uff082019\u5e7410\u67086\u65e5\uff09\u3002<a href=\"https:\/\/www.bbc.com\/zhongwen\/trad\/science-48380424\">\u4eba\u5de5\u667a\u80fd70\u5e74\uff1a\u79d1\u5e7b\u548c\u73fe\u5be6\u7684\u4ea4\u878d<\/a>\u3002<strong>BBC News<\/strong><strong>\u4e2d\u6587<\/strong>\u3002<\/li>\n<li>Hempel, J. (2018).\u00a0<a href=\"https:\/\/www.wired.com\/story\/fei-fei-li-artificial-intelligence-humanity\/\">Fei-Fei Li\u2019s Quest to Make Machines Better for Humanity<\/a>.<\/li>\n<li>jianhuang_zou\uff082018\u5e7410\u670831\u65e5\uff09\u3002<a href=\"https:\/\/www.bilibili.com\/video\/av34958884\/\">\u77fd\u8c37\u50b3\u5947\u83ef\u4eba\u5973\u535a\u58eb\u2500\u2500\u674e\u98db\u98db<\/a>\u3010\u5f71\u97f3\u8cc7\uf9be\u3011\u3002<\/li>\n<li>McNeal, M. (2015).\u00a0<a href=\"https:\/\/www.wired.com\/brandlab\/2015\/04\/fei-fei-li-want-machines-think-need-teach-see\/\">Fei-Fei Li: If We Want Machines to Think, We Need to Teach Them to See<\/a>.<\/li>\n<li>Simonite, T. (2019).\u00a0<a href=\"https:\/\/www.wired.com\/story\/fei-fei-li-ai-care-more-about-humans\/\">Fei-Fei Li Wants AI to Care More About Humans<\/a>.<\/li>\n<li>Stanford (2019).\u00a0<a href=\"https:\/\/www.youtube.com\/watch?v=b9TfkgH0Xzw\"><em>Yuval Noah Harari in Conversation with Fei-Fei Li, Moderated by Nicholas Thompson<\/em><\/a>[Video].<\/li>\n<li>TED\uff082015\u5e743\u6708\uff09\u3002<a href=\"https:\/\/www.ted.com\/talks\/fei_fei_li_how_we_re_teaching_computers_to_understand_pictures?language=zh-tw\">\u6211\u5011\u5982\u4f55\u6559\u5c0e\u96fb\u8166\u770b\u61c2\u5716\u50cf<\/a>\u3010\u5f71\u97f3\u8cc7\uf9be\u3011\u3002<\/li>\n<li>\u516b\u65b9\u8ad6\u58c7(2016\u5e748\u67081\u65e5)\u3002<a href=\"https:\/\/www.youtube.com\/watch?v=-k2mi8o2PpE\">080116 \u8a2a\u65af\u5766\u798f\u4eba\u5de5\u667a\u80fd\u5be6\u9a57\u5ba4\u4e3b\u4efb \u674e\u98db\u98db<\/a>\u3010\u5f71\u97f3\u8cc7\uf9be\u3011\u3002<\/li>\n<li>\u674e\u958b\u5fa9\uff082018\u5e743\u67081\u65e5\uff09\u3002<a href=\"https:\/\/www.cw.com.tw\/article\/article.action?id=5088441\">\u674e\u958b\u5fa9\uff1a\u4e0d\u8981\u7e7c\u7e8c\u5047\u88ddAI\u4e0d\u6703\u6d88\u6ec5\u5de5\u4f5c\u6a5f\u6703\u4e86<\/a>\u3002<strong>\u5929\u4e0b\u96dc\u8a8c<\/strong>\u3002<\/li>\n<li>\u91cf\u5b50\u4f4d\uff082018\u5e7411\u670815\u65e5\uff09\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s\/KiZKvhNiGHwmaRPiKvNOmg\">\u674e\u98db\u98db\u4e4b\u5f8c\u8c37\u6b4c\u518d\u5931\u83ef\u88d4\u9ad8\u7ba1\uff0c\u8c37\u6b4c\u4e2d\u570b\u4e2d\u5fc3\u7e3d\u88c1\u674e\u4f73\u96e2\u8077\u5275\u696d<\/a>\u3002<\/li>\n<\/ol>\n<p style=\"text-align: center;\"><span style=\"color: #999999;\">(\u672c\u6587\u70ba\u6559\u80b2\u90e8\u300c\u4eba\u5de5\u667a\u6167\u6280\u8853\u53ca\u61c9\u7528\u4eba\u624d\u57f9\u80b2\u8a08\u756b\u300d\u6210\u679c\u5167\u5bb9)<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u70ba\u89e3\u6c7a\u96fb\u8166\u8996\u89ba\u5c08\u6848\u5e38\u906d\u9047\u6a23\u672c\u6578\u4e0d\u8db3\u7684\u554f\u984c\uff0c\u674e\u98db\u98db\u900f\u904e\u4e9e\u99ac\u905c\u7684\u5916\u5305\u5e73\u53f0\uff0c\u62db\u52df\u5ee3\u5927\u7db2\u53cb\u70ba\u7167\u7247\u6a19\u4e0a\u6b63\u78ba\u7684\u8a3b\u89e3\uff0c\u96c6\u7d50\u6210\u540d\u70ba\u300cImageNet\u300d\u7684\u5927\u578b\u5716\u50cf\u8cc7\u6599\u5eab\u3002\u4e26\u5c07ImageNet\u958b\u653e\u7d66\u5404\u8def\u5718\u968a\uff0c\u4ee5\u8a72\u8cc7\u6599\u5eab\u8a13\u7df4\u6216\u6e2c\u8a66\u6a21\u578b\uff0c\u76f8\u4e92\u7af6\u722d\uff0c\u4e00\u5ea6\u6210\u70baAI\u754c\u7684\u5e74\u5ea6\u76db\u4e8b\u3002\u674e\u98db\u98db\u540c\u6642\u4e5f\u5341\u5206\u95dc\u6ce8AI\u7684\u7814\u7a76\u8207\u61c9\u7528\u502b\u7406\u8b70\u984c\uff0c\u4f8b\u5982\uff1aAI\u8ecd\u6b66\u5316\u3001\u7814\u7a76\u5718\u968a\u591a\u7f3a\u4e4f\u5973\u6027\u6216\u5c11\u6578\u65cf\u7fa4\u7684\u79d1\u5b78\u5bb6\u3001\u5047\u6d88\u606f\u7684\u6c3e\u6feb\u7b49\u30022020\u5e74\u51fa\u4efbTwitter\u7684\u7368\u7acb\u8463\u4e8b\uff0c\u4f46\u56e0\u70ba\u4e2d\u570b\u79fb\u6c11\u7684\u8eab\u5206\u800c\u5099\u53d7\u8cea\u7591\u3002<\/p>\n","protected":false},"author":24,"featured_media":37007,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4986,5138,3772,3293],"tags":[5019,5017,2210,5018,4135],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2021\/08\/\u674e\u98db\u98db_\u982d\u50cf.png","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/36994"}],"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\/24"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=36994"}],"version-history":[{"count":6,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/36994\/revisions"}],"predecessor-version":[{"id":37017,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/36994\/revisions\/37017"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/37007"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=36994"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=36994"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=36994"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}