{"id":38741,"date":"2019-06-19T00:00:34","date_gmt":"2019-06-18T16:00:34","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=38741"},"modified":"2022-01-04T02:12:15","modified_gmt":"2022-01-03T18:12:15","slug":"%e4%ba%ba%e6%a9%9f%e5%85%b1%e8%99%95%e7%9a%84%e6%96%b0%e4%b8%96%e7%95%8c1-2","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=38741","title":{"rendered":"\u4eba\u6a5f\u5171\u8655\u7684\u65b0\u4e16\u754c(1\/2)"},"content":{"rendered":"
\n
\"\u4eba\u6a5f\u5171\u8655\u7684\u65b0\u4e16\u754c(1\/2)\"<\/div>\n<\/div>\n
\n
\n

\u64b0\u6587\uff0f\u7fc1\u5343\u5a77\uff5c\u8f49\u8f09\u81ea\u300a\u79d1\u5b78\u4eba\u300b2016\u5e747\u6708\u7b2c173\u671f<\/strong><\/p>\n

\n

\u91cd\u9ede\u63d0\u8981<\/strong><\/p>\n

    \n
  • \u6211\u5011\u4e00\u65b9\u9762\u8b9a\u8cde\u4eba\u5de5\u667a\u6167\u5e36\u4f86\u7684\u4fbf\u5229\u8207\u5546\u6a5f\uff0c\u537b\u4e5f\u540c\u6642\u64d4\u5fc3\u904e\u5ea6\u81ea\u52d5\u5316\u53ef\u80fd\u5e36\u4f86\u7684\u554f\u984c\uff0c\u5305\u62ec\u5931\u696d\u3001\u4eba\u5de5\u667a\u6167\u5a01\u8105\u4eba\u985e\u5b89\u5168\u3002<\/li>\n
  • \u6df1\u5ea6\u5b78\u7fd2\u770b\u4f3c\u6f5b\u529b\u7121\u7aae\uff0c\u5be6\u969b\u4e0a\u4ecd\u5c40\u9650\u65bc\u300c\u5f31\u4eba\u5de5\u667a\u6167\u300d\u7684\u9818\u57df\uff0c\u4ea6\u5373\u5229\u7528\u96fb\u8166\u7684\u5feb\u901f\u904b\u7b97\u8207\u8a18\u61b6\u80fd\u529b\uff0c\u9054\u6210\u300c\u770b\u4f3c\u6709\u667a\u6167\u300d\u7684\u4efb\u52d9\u3002<\/li>\n
  • \u4eba\u5de5\u667a\u6167\u672a\u4f86\u7684\u767c\u5c55\u65b9\u5411\u4e4b\u4e00\uff0c\u662f\u8de8\u9818\u57df\u5408\u4f5c\u3002\u4f8b\u5982\u7d66\u4e88\u6a5f\u5668\u4e0d\u540c\u9818\u57df\u7684\u8cc7\u6599\uff0c\u8f38\u5165\u5230\u6df1\u5ea6\u5b78\u7fd2\u7684\u6a21\u578b\uff0c\u4ee5\u7a81\u7834\u7d71\u8a08\u5f0f\u5b78\u7fd2\u7684\u74f6\u9838\u3002<\/li>\n<\/ul>\n
    \n

    2006\u5e74\uff0c\u7576\u52a0\u62ff\u5927\u591a\u502b\u591a\u5927\u5b78\u6a5f\u5668\u5b78\u7fd2\u7814\u7a76\u5ba4\u7684\u8f9b\u9813\u5c55\u958b\u6df1\u5ea6\u5b78\u7fd2\u8a08\u756b\u6642\uff0c\u4eba\u5de5\u667a\u6167\uff08AI\uff09\u5e7e\u4e4e\u5df2\u6dea\u70ba\u79d1\u5e7b\u540d\u8a5e\uff0c\u4ed6\u5011\u662f\u9023\u7814\u7a76\u751f\u90fd\u62db\u4e0d\u592a\u5230\u7684\u5718\u968a\u300210\u5e74\u5f8c\uff0c\u5fae\u8edf\u7814\u7a76\u9662\u9996\u5e2d\u79d1\u5b78\u5bb6\u970d\u7dad\u8332\u76f4\u8a00\uff1a\u300c\u8cc7\u8a0a\u79d1\u6280\u696d\u754c\u7684\u4e0b\u4e00\u500b\u6230\u5834\u662f\u4eba\u5de5\u667a\u6167\u3002\u300d\u4eca\u5e74\u6625\u5929\uff0c\u81c9\u66f8\uff08Facebook\uff09\u57f7\u884c\u9577\u7956\u514b\u67cf\u5728\u516c\u53f8\u958b\u767c\u8005\u5927\u6703F8\u4e0a\u767c\u8868\uff0c\u8981\u5728\u672a\u4f8610\u5e74\u5168\u529b\u767c\u5c55\u4eba\u5de5\u667a\u6167\u8207\u865b\u64ec\u5be6\u5883\u3002\u4e00\u661f\u671f\u5f8c\uff0cGoogle\u57f7\u884c\u9577\u76ae\u8521\uff08Sundar Pichai\uff09\u4e5f\u8ddf\u9032\uff0c\u5728\u516c\u53f8\u7b2c\u4e00\u5b63\u8ca1\u52d9\u6703\u8b70\u4e0a\u8868\u793a\uff1a\u300c\u904b\u7b97\u4e16\u754c\u7684\u91cd\u9ede\u5c07\u5f9e\u884c\u52d5\u512a\u5148\uff08mobile first\uff09\u8d70\u5411\u4eba\u5de5\u667a\u6167\u512a\u5148\uff08AI-first\uff09\u3002\u300d<\/p>\n

    \u7576\u5e74\u53c3\u8207\u6df1\u5ea6\u5b78\u7fd2\u7684\u5718\u968a\u6210\u54e1\u4eca\u65e5\u5df2\u5728\u5b78\u754c\u8207\u696d\u754c\u5404\u64da\u5c71\u982d\u3002\u7f8e\u570b\u53f2\u4e39\u4f5b\u5927\u5b78\u7684\u5433\u6069\u9054\u5148\u57282011\u5e74\u9032\u5165Google\uff0c\u6210\u7acb\u5c08\u9580\u7814\u7a76\u6df1\u5ea6\u5b78\u7fd2\u7684Google Brain\u8a08\u756b\uff0c\u4e26\u57282014\u5e74\u64d4\u4efb\u767e\u5ea6\u9996\u5e2d\u79d1\u5b78\u5bb6\uff0c\u9818\u5c0e\u767e\u5ea6\u6df1\u5ea6\u5b78\u7fd2\u7814\u7a76\u9662\u3002\u7d10\u7d04\u5927\u5b78\u7684\u62c9\u6606\u8207\u8f9b\u9813\u5247\u5b78\u7522\u5169\u68f2\uff0c\u62c9\u6606\u64d4\u4efb\u81c9\u66f8\u4eba\u5de5\u667a\u6167\u7814\u7a76\u5ba4\u8ca0\u8cac\u4eba\uff0c\u8f9b\u9813\u52a0\u5165Google\u3002<\/p>\n

    \u653e\u773c\u9019\u4e09\u5e74\u4f86\u8cc7\u8a0a\u79d1\u6280\u9f8d\u982d\u516c\u53f8\u63a8\u51fa\u7684\u670d\u52d9\u8207\u7522\u54c1\uff0c\u5e7e\u4e4e\u5168\u770b\u5f97\u5230\u6df1\u5ea6\u5b78\u7fd2\u7684\u8eab\u5f71\u3002Google\u8a9e\u97f3\u52a9\u7406Google Now\u3001\u860b\u679c\u8a9e\u97f3\u52a9\u7406Siri\u3001\u5fae\u8edfWindows 10\u8207\u624b\u6a5f\u5e73\u53f0\u7684\u8a9e\u97f3\u52a9\u7406Cortana\u3001\u4e9e\u99ac\u905c\u7684\u8a9e\u97f3\u63a7\u5236\u5587\u53edEcho\u7b49\u4ea4\u8ac7\u5f0f\u6a5f\u5668\u4eba\u554f\u4e16\u3001Youtube\u7684\u81ea\u52d5\u5b57\u5e55\u3001\u860b\u679ciOS\u6700\u65b0\u7684\u8a9e\u97f3\u7559\u8a00\u8f49\u6587\u5b57\u7b49\uff0c\u7686\u5f97\u529b\u65bc\u6df1\u5ea6\u5b78\u7fd2\u8a13\u7df4\u51fa\u4f86\u7684\u8a9e\u97f3\u8fa8\u8b58\u6a21\u578b\u3002\u81c9\u66f8\u76f8\u7c3f\u66f4\u7cbe\u78ba\u7684\u4eba\u81c9\u8fa8\u8b58\u3001Google\u5730\u5716\u7684\u8857\u666f\u5206\u6790\u3001\u81ea\u52d5\u99d5\u99db\u7cfb\u7d71\u7684\u969c\u7919\u7269\u5075\u6e2c\u5206\u6790\u7b49\uff0c\u662f\u6a5f\u5668\u8996\u89ba\u5927\u5e45\u6539\u5584\u7684\u6210\u679c\u3002\u8b93\u570d\u68cb\u7a0b\u5f0f\u4e0b\u68cb\u529f\u529b\u4e00\u8209\u9032\u6b6510\u5e74\u7684AlphaGo\uff0c\u4e5f\u662f\u5f97\u5230\u6df1\u5ea6\u5b78\u7fd2\u7684\u52a0\u6301\uff0c\u4ee54:1\u7684\u6bd4\u6578\u64ca\u6557\u4e16\u754c\u9802\u5c16\u7684\u570d\u68cb\u9078\u624b\u3002<\/p>\n

    \u8d70\u51fa\u79d1\u5e7b\u4e16\u754c\u3001\u6b65\u5165\u6211\u5011\u65e5\u5e38\u751f\u6d3b\u7684\u4eba\u5de5\u667a\u6167\uff0c\u9996\u5148\u5f15\u8d77\u4e86\u79d1\u5b78\u754c\u7684\u64d4\u6182\u3002<\/p>\n

    2014\u5e74\u5728BBC\u65b0\u805e\u7684\u8a2a\u8ac7\u4e2d\uff0c\u7269\u7406\u5b78\u5bb6\u970d\u91d1\u9996\u5148\u958b\u7832\uff0c\u8a8d\u70ba\u5b8c\u5168\u6210\u719f\u7684\u4eba\u5de5\u667a\u6167\u53ef\u80fd\u767c\u5c55\u51fa\u81ea\u6211\u6f14\u5316\u7684\u80fd\u529b\uff0c\u751a\u81f3\u8d85\u904e\u751f\u7269\u7684\u6f14\u5316\u901f\u5ea6\uff0c\u6700\u7d42\u5c0e\u81f4\u4eba\u985e\u6bc0\u6ec5\u3002\u5fae\u8edf\u5275\u8fa6\u4eba\u6bd4\u723e\u84cb\u8332\u4e00\u65b9\u9762\u8b9a\u8cde\u4eba\u5de5\u667a\u6167\u5e36\u4f86\u7684\u4fbf\u5229\u8207\u5546\u6a5f\uff0c\u4e5f\u4e0d\u8af1\u8a00\u80fd\u529b\u5f37\u904e\u4eba\u985e\u7684\u6a5f\u5668\u53ef\u80fd\u5c0e\u81f4\u5927\u91cf\u5931\u696d\uff0c\u4eba\u985e\u6700\u7d42\u53ef\u80fd\u7121\u6cd5\u63a7\u5236\u6a5f\u5668\u3002\u7279\u58eb\u62c9\u8207SpaceX\u8a08\u756b\u57f7\u884c\u9577\u99ac\u65af\u514b\u4e0d\u4f46\u8ac4\u8ac4\u544a\u8aa1\u300c\u4eba\u5de5\u667a\u6167\u662f\u4eba\u985e\u751f\u5b58\u6700\u5927\u7684\u5a01\u8105\u300d\uff0c\u66f4\u57282015\u5e74\u5e95\u8207\u5fd7\u540c\u9053\u5408\u8005\u6210\u7acb\u975e\u71df\u5229\u7d44\u7e54OpenAI\uff0c\u78ba\u4fdd\u4eba\u5de5\u667a\u6167\u7684\u767c\u5c55\u4e0d\u6703\u5a01\u8105\u5230\u4eba\u985e\u5b89\u5168\u3002<\/p>\n

    \u6df1\u5ea6\u5b78\u7fd2\u5230\u5e95\u6709\u4f55\u80fd\u8010\uff0c\u5f15\u767c\u79d1\u5b78\u754c\u9019\u9ebc\u5927\u7684\u56de\u97ff\uff1f\u4eba\u5de5\u667a\u6167\u662f\u4eba\u985e\u7684\u597d\u5e6b\u624b\uff0c\u9084\u662f\u62ab\u8457\u7f8a\u76ae\u7684\u72fc\uff0c\u4f3a\u6a5f\u4f54\u9818\u4eba\u985e\u4e16\u754c\uff1f<\/p>\n

    \u6b64\u4eba\u5de5\u667a\u6167\u975e\u5f7c\u4eba\u5de5\u667a\u6167<\/strong><\/p>\n

    \u8aaa\u5230\u4eba\u5de5\u667a\u6167\uff0c\u7b2c\u4e00\u6642\u9593\u8e8d\u6211\u5011\u5165\u8166\u6d77\u7684\uff0c\u901a\u5e38\u662f\u6d82\u6797\u6e2c\u8a66\u8207\u6a5f\u5668\u4eba\u3002\u6d82\u6797\u6e2c\u8a66\u662f\u4eba\u5de5\u667a\u6167\u5b78\u8005\u4e00\u76f4\u60f3\u8981\u6458\u53d6\u7684\u8056\u676f\uff0c\u6a5f\u5668\u4eba\u7684\u7a2e\u985e\u66f4\u662f\u591a\u6a23\uff0c\u8af8\u5982\u300c\u661f\u969b\u5927\u6230\u300d\u7cfb\u5217\u4e2d\u92fc\u76ae\u9435\u9aa8\u7684R2D2\u8207C3PO\u3001\u300c2001\uff1a\u592a\u7a7a\u6f2b\u904a\u300d\u4e2d\u975e\u4eba\u5f62\u7684\u96fb\u8166\u54c8\u5152\uff08HAL\uff09\u3001\u300c\u9b54\u9b3c\u7d42\u7d50\u8005\u300d\u7cfb\u5217\u4ee5\u6bc0\u6ec5\u4eba\u985e\u70ba\u76ee\u6a19\u7684\u6a5f\u5668\u4eba\u5927\u8ecd\u3001\u300c\u9280\u7ffc\u6bba\u624b\u300d\u4e2d\u77ed\u547d\u537b\u80fd\u529b\u8d85\u5f37\u7684\u751f\u5316\u4eba\u3001\u300cA.I.\u4eba\u5de5\u667a\u6167\u300d\u4e2d\u771f\u5047\u96e3\u8fa8\u7684\u4eff\u751f\u6a5f\u5668\u4eba\u5927\u885b\u3001\u300c\u6a5f\u68b0\u516c\u6575\u300d\u5f15\u4eba\u6d25\u6d25\u6a02\u9053\u7684\u756b\u756b\u6a5f\u5668\u4eba\uff0c\u751a\u81f3\u5230\u6700\u8fd1\u300c\u4eba\u9020\u610f\u8b58\u300d\u88e1\u5f15\u8a98\u5de5\u7a0b\u5e2b\u4ee5\u5e6b\u52a9\u81ea\u5df1\u812b\u56f0\u7684\u4eba\u9020\u7f8e\u5973\u3002<\/p>\n

    \u96fb\u5f71\u5de5\u696d\u5275\u9020\u7684\u6a5f\u5668\u4eba\u5f62\u8c61\uff0c\u6a21\u7cca\u4e86\u6211\u5011\u5c0d\u4eba\u5de5\u667a\u6167\u7684\u8a8d\u77e5\u3002\u7814\u7a76\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u3001\u9577\u671f\u4efb\u8077\u8cc7\u8a0a\u79d1\u6280\u696d\u7684\u6797\u7389\u67f1\u6307\u51fa\uff0c\u81be\u7099\u4eba\u53e3\u7684\u79d1\u5e7b\u96fb\u5f71\u5982\u300c\u6a5f\u68b0\u516c\u6575\u300d\u3001\u300cA.I.\u4eba\u5de5\u667a\u6167\u300d\u4e2d\u7684\u7528\u8a9e\u96d6\u7136\u662f\u6a5f\u5668\u4eba\uff08robot\uff09\u3001\u4eba\u5de5\u667a\u6167\uff0c\u8b1b\u7684\u5176\u5be6\u662f\u4eff\u751f\u6a5f\u5668\u4eba\uff08android\uff09\uff0c\u517c\u5177\u4eba\u985e\u5916\u5f62\u8207\u667a\u6167\u5167\u5728\u3002\u793e\u6703\u5927\u773e\u81ea\u7136\u800c\u7136\u628a\u9019\u4e9b\u6982\u5ff5\u6df7\u5728\u4e00\u8d77\uff0c\u807d\u5230\u300c\u9d3b\u6d77\u8981\u7528\u6a5f\u5668\u4eba\u53d6\u4ee3\u5de5\u4eba\u300d\uff0c\u8166\u6d77\u6d6e\u73fe\u7684\u662f\u4eff\u751f\u6a5f\u5668\u4eba\uff0c\u807d\u5230\u300c\u4eba\u5de5\u667a\u6167\u300d\uff0c\u4e5f\u662f\u60f3\u5230\u4eff\u751f\u6a5f\u5668\u4eba\u3002\u5176\u5be6\u4eba\u5de5\u667a\u6167\u7684\u91cd\u9ede\uff0c\u662f\u96fb\u8166\u904b\u7b97\u7684\u8a2d\u8a08\u5c55\u73fe\u300c\u667a\u6167\u300d\uff0c\u800c\u975e\u79d1\u5e7b\u96fb\u5f71\u88e1\u6a5f\u5668\u4eba\u7684\u300c\u4eba\u6a21\u4eba\u6a23\u300d\u3002\u5373\u4f7f\u9577\u5f97\u4e0d\u50cf\u4eba\uff0c\u751a\u81f3\u6c92\u6709\u9577\u76f8\uff08\u4f8b\u5982\u804a\u5929\u8edf\u9ad4\uff09\uff0c\u4e5f\u662f\u4eba\u5de5\u667a\u6167\u7684\u5c55\u73fe\u3002<\/p>\n

    \u4e2d\u592e\u7814\u7a76\u9662\u8cc7\u8a0a\u79d1\u5b78\u7814\u7a76\u6240\u6240\u9577\u8a31\u805e\u5ec9\u5f9e\u5b78\u8853\u89d2\u5ea6\u4f86\u770b\uff0c\u4ed6\u8a8d\u70ba\u4eba\u5de5\u667a\u6167\u7684\u7814\u7a76\u59cb\u65bc\u5c0d\u4eba\u7684\u95dc\u5fc3\uff0c\u5e0c\u671b\u7528\u96fb\u8166\u7cfb\u7d71\u6a21\u64ec\u4eba\u8166\u7684\u904b\u4f5c\uff0c\u5354\u52a9\u79d1\u5b78\u5bb6\u4e86\u89e3\u4eba\u5982\u4f55\u89e3\u6c7a\u3001\u601d\u8003\u554f\u984c\u3002\u80fd\u5920\u9054\u5230\u9019\u7a2e\u76ee\u6a19\u7684\u7cfb\u7d71\u7a31\u70ba\u300c\u5f37\u4eba\u5de5\u667a\u6167\u300d\uff0c\u4f46\u662f\u5b83\u9700\u8981\u5c0d\u4eba\u8166\u6709\u66f4\u591a\u7406\u89e3\uff0c\u76ee\u524d\u8a8d\u77e5\u79d1\u5b78\u5c0d\u4eba\u8166\u7684\u7406\u89e3\u8207\u795e\u7d93\u904b\u4f5c\u904e\u7a0b\u7684\u8a8d\u8b58\u9084\u5f88\u6dfa\u8584\uff0c\u96e3\u4ee5\u5728\u5f37\u4eba\u5de5\u667a\u6167\u7684\u7814\u7a76\u4e0a\u6709\u6240\u9032\u5c55\u3002\u5728\u6b64\u56f0\u5883\u4e0b\uff0c\u4eba\u5de5\u667a\u6167\u5b78\u8005\u958b\u59cb\u5f80\u300c\u5f31\u4eba\u5de5\u667a\u6167\u300d\u9760\u650f\uff0c\u4e0d\u5f37\u6c42\u96fb\u8166\u80fd\u6709\u300c\u50cf\u4eba\u985e\u4e00\u6a23\u601d\u8003\u7684\u667a\u6167\u300d\uff0c\u800c\u662f\u5584\u7528\u96fb\u8166\u7684\u5feb\u901f\u904b\u7b97\u8207\u8a18\u61b6\u80fd\u529b\u4f86\u9054\u6210\u300c\u770b\u4f3c\u6709\u667a\u6167\u300d\u7684\u4efb\u52d9\uff0c\u4f8b\u5982\u4e0b\u68cb\u3001\u7ffb\u8b6f\u3002\u5f31\u4eba\u5de5\u667a\u6167\u53ea\u8981\u96fb\u8166\u8868\u73fe\u7684\u884c\u70ba\u6216\u80fd\u529b\u8ddf\u4eba\u985e\u4e00\u6a23\u5c31\u597d\uff0c\u4e26\u4e0d\u9700\u8981\u4f7f\u7528\u8207\u4eba\u985e\u76f8\u540c\u7684\u65b9\u5f0f\u4f86\u5b8c\u6210\u76ee\u6a19\u3002<\/p>\n

    \u6df1\u5ea6\u5b78\u7fd2\u662f\u61c9\u7528\u985e\u795e\u7d93\u7db2\u8def\u767c\u5c55\u51fa\u4f86\u7684\u7d71\u8a08\u5f0f\u6a5f\u5668\u5b78\u7fd2\u6f14\u7b97\u6cd5\uff0c\u5728\u591a\u9805\u8a9e\u97f3\u8fa8\u8b58\u8207\u6a5f\u5668\u8996\u89ba\u7af6\u8cfd\u4e2d\uff0c\u80fd\u5920\u628a\u6a5f\u5668\u5224\u65b7\u7684\u6b63\u78ba\u7387\u63d0\u9ad810~25%\uff0c\u9032\u5165\u5be6\u7528\u7bc4\u570d\u3002\u53f0\u7063\u5927\u5b78\u8cc7\u8a0a\u5de5\u7a0b\u5b78\u7cfb\u6559\u6388\u6797\u5b88\u5fb7\u8a8d\u70ba\uff0c\u6df1\u5ea6\u5b78\u7fd2\u5118\u7ba1\u770b\u4f3c\u6f5b\u529b\u7121\u7aae\uff0c\u9084\u662f\u5728\u5f31\u4eba\u5de5\u667a\u6167\u7684\u7bc4\u570d\u3002\u96fb\u8166\u8981\u8b8a\u6210\u5b8c\u5168\u4eba\u7684\u667a\u6167\uff0c\u5728\u77ed\u6642\u9593\u5167\u5e7e\u4e4e\u4e0d\u53ef\u80fd\u3002<\/p>\n

    \u771f\u6b63\u7684\u6575\u4eba\u662f\u81ea\u5df1<\/strong><\/p>\n

    \u6a5f\u5668\u89ba\u9192\u7d71\u6cbb\u4eba\u985e\u7684\u6232\u78bc\u5118\u7ba1\u4e0d\u6703\u5728\u73fe\u5be6\u4e16\u754c\u4e0a\u6f14\uff0c\u4eba\u5de5\u667a\u6167\u7814\u7a76\u7684\u6210\u679c\u537b\u65e9\u5df2\u6ef2\u900f\u6211\u5011\u7684\u751f\u6d3b\uff0c\u6797\u7389\u67f1\u8aaa\uff1a\u300c\u7522\u696d\u754c\u64c1\u62b1\u4eba\u5de5\u667a\u6167\uff0c\u8457\u91cd\u5728\u958b\u767c\u65b0\u61c9\u7528\uff0c\u63d0\u5347\u751f\u7522\u529b\u8207\u7372\u5229\u3002\u300dGoogle\u61c9\u7528\u6a5f\u5668\u5b78\u7fd2\u6f14\u7b97\u6cd5\u5728Google AdSense\u5ee3\u544a\u670d\u52d9\u4e0a\u5df2\u7d9310\u5e74\u4e86\uff0c\u4e9e\u99ac\u905c\u7522\u54c1\u7684\u914d\u9001\u3001\u5009\u5132\u6d41\u7a0b\uff0c\u662f\u7d93\u7531\u6a5f\u5668\u5b78\u7fd2\u6f14\u7b97\u6cd5\u8a08\u7b97\u51fa\u4f86\uff0c\u800c\u975e\u4eba\u5de5\u5b89\u6392\uff1b\u5fae\u8edf\u7db2\u7ad9\u4e0a\u7684\u7522\u54c1\u652f\u63f4\u9801\u9762\u4e5f\u662f\u6a5f\u5668\u7ffb\u8b6f\u7684\u6210\u679c\u3002\u9664\u975e\u5b8c\u5168\u4e0d\u78b0\u8cc7\u8a0a\u7522\u54c1\uff0c\u4e0d\u7136\u53ef\u8aaa\u53ea\u8981\u7528\u5230\u96fb\u8166\u5c31\u6703\u7528\u5230\u6a5f\u5668\u5b78\u7fd2\u3002\u66f4\u591a\u7684\u7522\u54c1\uff0c\u53ea\u662f\u64f4\u5927\u4eba\u5de5\u667a\u6167\u61c9\u7528\u7684\u5c64\u9762\uff0c\u8b93\u6211\u5011\u66f4\u8cbc\u8fd1Google\u7684\u76ae\u8521\u6240\u8aaa\u7684AI-first\uff0c\u4e5f\u5c31\u662f\u5c0d\u4eba\u5de5\u667a\u6167\u7684\u4f9d\u8cf4\u8d85\u904e\u5c0d\u884c\u52d5\u88dd\u7f6e\u7684\u4f9d\u8cf4\u3002<\/p>\n

    \u9762\u5c0d\u4eba\u5de5\u667a\u6167\uff0c\u6211\u5011\u8981\u64d4\u5fc3\u7684\u4e0d\u55ae\u662f\u6a5f\u5668\u5728\u8fd1\u671f\u5167\u767c\u5c55\u51fa\u4f86\u7684\u667a\u80fd\uff0c\u800c\u662f\u6a5f\u5668\u53ef\u80fd\u6c38\u7121\u6b62\u76e1\u5730\u85c9\u7531\u81ea\u52d5\u5b78\u7fd2\u589e\u5f37\u81ea\u5df1\u7684\u80fd\u529b\u3002\u8207\u5176\u5217\u8209\u8af8\u5982\u5ba2\u670d\u3001\u7406\u8ca1\u5c08\u54e1\u3001\u7d44\u88dd\u4eba\u54e1\u3001\u6280\u8853\u624b\u518a\u7ffb\u8b6f\u7b49\u9810\u671f\u5c07\u7531\u6a5f\u5668\u53d6\u4ee3\u7684\u5de5\u4f5c\uff0c\u4e0d\u5982\u5f9e\u672c\u8cea\u4f86\u770b\u6a5f\u5668\u5b78\u7fd2\u3002\u8a31\u805e\u5ec9\u6307\u51fa\uff0c\u6a5f\u5668\u5b78\u7fd2\u662f\u7531\u4eba\u985e\u63a7\u5236\uff0c\u96fb\u8166\u53ea\u6709\u8a08\u7b97\u901f\u5ea6\u8207\u8a18\u61b6\u9ad4\uff0c\u5168\u770b\u4eba\u985e\u600e\u9ebc\u4f7f\u7528\u9019\u4e9b\u6a21\u578b\u3002\u4ee5\u9019\u500b\u89d2\u5ea6\u4f86\u8b1b\uff0c\u5982\u679c\u638c\u63e1\u67d0\u9805\u7279\u5b9a\u6280\u5de7\uff0c\u8207\u9019\u500b\u6280\u5de7\u76f8\u95dc\u7684\u77e5\u8b58\u53c8\u53ef\u4ee5\u505a\u6210\u6a21\u578b\uff0c\u52a0\u4e0a\u6a5f\u5668\u5b78\u7fd2\u6f14\u7b97\u6cd5\u8f38\u5165\u7684\u8cc7\u6599\u8d8a\u591a\u3001\u5b78\u7fd2\u6210\u679c\u8d8a\u597d\u7684\u7279\u8272\uff0c\u82e6\u7df4\u4e4b\u5f8c\u5c31\u53ef\u4ee5\u52dd\u904e\u4eba\u985e\u3002\u9019\u6a23\u7684\u6a5f\u5668\uff0c\u7406\u89e3\u529b\u53ef\u80fd\u9023\u4e09\u6b72\u5152\u7ae5\u90fd\u4e0d\u5982\uff0c\u537b\u53ef\u4ee5\u5728\u7279\u5b9a\u5de5\u4f5c\u4e0a\u8d0f\u904e\u4eba\u985e\uff0c\u662f\u52e4\u80fd\u88dc\u62d9\u7684\u6700\u4f73\u699c\u6a23\u3002<\/p>\n

    \u9762\u5c0d\u9019\u6a23\u5f37\u5927\u7684\u8077\u5834\u7af6\u722d\u8005\uff0c\u8a31\u805e\u5ec9\u8a8d\u70ba\uff0c\u5de5\u4f5c\u88ab\u53d6\u4ee3\u662f\u4e00\u5b9a\u6703\u767c\u751f\u7684\u3002\u4eba\u5011\u8981\u601d\u8003\u7684\u662f\u505a\u4ec0\u9ebc\u5de5\u4f5c\u6bd4\u8f03\u4e0d\u5bb9\u6613\u88ab\u53d6\u4ee3\u3002\u61c9\u4ed8\u9019\u7a2e\u7d50\u69cb\u6027\u5931\u696d\u7684\u554f\u984c\uff0c\u662f\u653f\u5e9c\u7684\u5de5\u4f5c\uff0c\u6559\u80b2\u9ad4\u7cfb\u4e0d\u662f\u53bb\u8a13\u7df4\u56fa\u5b9a\u7684\u6280\u8853\u6027\u80fd\u529b\uff0c\u800c\u662f\u8a13\u7df4\u7372\u53d6\u65b0\u77e5\u8b58\u7684\u80fd\u529b\u3002\u6797\u7389\u67f1\u5f37\u8abf\uff0c\u4eba\u7684\u5275\u610f\u3001\u63a2\u7d22\u672a\u77e5\u4e8b\u7269\u7684\u52d5\u6a5f\u8207\u597d\u5947\u5fc3\uff0c\u662f\u4eba\u5de5\u667a\u6167\u96e3\u4ee5\u5be6\u73fe\u7684\u3002\u6797\u5b88\u5fb7\u6307\u51fa\uff0c\u96fb\u8166\u7684\u5f37\u9805\u5c31\u662f\u8a18\u61b6\u529b\u8207\u8a08\u7b97\u80fd\u529b\u8d85\u597d\uff0c\u53ef\u4ee5\u505a\u5f88\u7279\u5b9a\u7684\u5de5\u4f5c\uff0c\u4f46\u4e0d\u8868\u793a\u6709\u5168\u9762\u7684\u667a\u6167\uff0c\u4f8b\u5982\u751f\u6d3b\u667a\u6167\u5c31\u662f\u96fb\u8166\u5f88\u96e3\u638c\u63a7\u7684\u90e8\u4efd\u3002\u4eba\u985e\u7684\u5f37\u9805\u662f\u53ef\u4ee5\u5373\u6642\u63a5\u6536\u4e0d\u540c\u7a2e\u985e\u7684\u8a0a\u606f\uff0c\u6839\u64da\u6536\u5230\u7684\u8a0a\u606f\u5373\u6642\u53cd\u61c9\uff0c\u5c0d\u65bc\u96fb\u8166\u800c\u8a00\uff0c\u51e1\u662f\u9700\u8981\u9577\u6642\u9593\u8207\u4eba\u4e92\u52d5\u3001\u6e9d\u901a\u7684\u4efb\u52d9\uff0c\u6703\u9020\u6210\u5b83\u7684\u300c\u641c\u5c0b\u7a7a\u9593\u300d\u904e\u5927\uff0c\u4ee5\u81f4\u7121\u6cd5\u627e\u51fa\u6700\u4f73\u7684\u505a\u6cd5\u3002<\/p>\n

    \u4eba\u6a5f\u5408\u4f5c\u7684\u4e16\u754c\uff0c\u662f\u8b93\u96fb\u8166\u53bb\u8655\u7406\u5b83\u64c5\u9577\u7684\u4e8b\uff0c\u4eba\u985e\u7e7c\u7e8c\u8655\u7406\u81ea\u5df1\u64c5\u9577\u7684\u4e8b\u3002(\u5f85\u7e8c<\/a>)<\/p>\n

    (\u672c\u6587\u7531\u6559\u80b2\u90e8\u88dc\u52a9\u300cAI\u5831\u5831\u2500AI\u79d1\u666e\u63a8\u5ee3\u8a08\u756b\u300d\u53d6\u5f97\u7db2\u8def\u8f49\u8f09\u6388\u6b0a)<\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

    \u672a\u4f86\u7684\u4eba\u6a5f\u5408\u4f5c\uff0c\u662f\u8b93\u96fb\u8166\u53bb\u8655\u7406\u5b83\u64c5\u9577\u7684\u4e8b\uff0c\u8b93\u4eba\u985e\u7e7c\u7e8c\u8655\u7406\u81ea\u5df1\u64c5\u9577\u7684\u4e8b\u3002<\/p>\n","protected":false},"author":21,"featured_media":38739,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,3293],"tags":[5944,3993,5942,5945,4760],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2022\/01\/\u6a5f\u5668\u4eba\u5d1b\u8d77.png","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/38741"}],"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=38741"}],"version-history":[{"count":1,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/38741\/revisions"}],"predecessor-version":[{"id":38742,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/38741\/revisions\/38742"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/38739"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=38741"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=38741"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=38741"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}