{"id":17667,"date":"2024-12-27T16:43:44","date_gmt":"2024-12-27T08:43:44","guid":{"rendered":"https:\/\/newsletter.tcu.edu.tw\/?p=17667"},"modified":"2024-12-27T16:43:44","modified_gmt":"2024-12-27T08:43:44","slug":"%e8%9b%8b%e7%99%bd%e8%b3%aa%e8%a2%abai%e8%a8%ad%e8%a8%88%e4%ba%86%ef%bc%81%e7%94%9f%e7%89%a9%e9%86%ab%e5%ad%b8%e7%a7%91%e6%8a%80%e5%ad%b8%e9%99%a2%e8%a7%a3%e6%9e%902024%e5%b9%b4%e8%ab%be%e8%b2%9d","status":"publish","type":"post","link":"https:\/\/newsletter.tcu.edu.tw\/?p=17667","title":{"rendered":"\u86cb\u767d\u8cea\u88abAI\u8a2d\u8a08\u4e86\uff01\u751f\u7269\u91ab\u5b78\u79d1\u6280\u5b78\u9662\u89e3\u67902024\u5e74\u8afe\u8c9d\u723e\u5316\u5b78\u734e\u5c0d\u86cb\u767d\u8cea\u7684\u91cd\u8981"},"content":{"rendered":"<p class=\"p3\"><span class=\"s1\">\u6587<\/span><span class=\"s2\">\/<\/span><span class=\"s1\">\u7167\u7247\uff1a\u751f\u7269\u91ab\u5b78\u79d1\u6280\u5b78\u9662<\/span><\/p>\n<p class=\"p4\"><span class=\"s2\">2024<\/span><span class=\"s1\">\u5e74\u8afe\u8c9d\u723e\u5316\u5b78\u734e\u9812\u7d66\u4e86\u7f8e\u570b\u83ef\u76db\u9813\u5927\u5b78\u7684\u8c9d\u514b\uff08<\/span><span class=\"s2\">David Baker<\/span><span class=\"s1\">\uff09\u3001<\/span><span class=\"s2\">DeepMind<\/span><span class=\"s1\">\u7684\u54c8\u85a9\u6bd4\u65af\uff08<\/span><span class=\"s2\">Demis Hassabis<\/span><span class=\"s1\">\uff09\u548c\u5f37\u666e\uff08<\/span><span class=\"s2\">John M.Jumper<\/span><span class=\"s1\">\uff09\uff0c\u4ee5\u8868\u5f70\u4ed6\u5011\u5728\u86cb\u767d\u8cea\u8a2d\u8a08\u8207\u7d50\u69cb\u9810\u6e2c\u7684\u91cd\u5927\u8ca2\u737b\uff0c\u800c\u4e14\u4e09\u4eba\u7686\u662f\u4ee5<\/span><span class=\"s2\">AI<\/span><span class=\"s1\">\u6f14\u7b97\u4f86\u9810\u6e2c\u3001\u5408\u6210\u86cb\u767d\u8cea\u3002\u751f\u7269\u91ab\u5b78\u79d1\u6280\u5b78\u9662\u9662\u9577\u8a31\u8c6a\u4ec1\u8868\u793a\uff1a\u300c<\/span><span class=\"s2\">AI<\/span><span class=\"s1\">\u5728\u86cb\u767d\u8cea\u7d50\u69cb\u9818\u57df\u975e\u5e38\u91cd\u8981\uff0c\u4e5f\u78ba\u5be6\u89e3\u6c7a\u76ee\u524d\u5927\u5bb6\u56f0\u64fe\u5df2\u4e45\u7684\u554f\u984c\u3002\u8fd1\u4e00\u3001\u4e8c\u5341\u5e74\u7684\u7814\u7a76\u6280\u8853\u662f\u51b7\u51cd\u96fb\u986f\uff0c\u89e3\u6c7a\u4e86\u86cb\u767d\u8cea\u7d50\u69cb\u7684\u5927\u90e8\u5206\u554f\u984c\uff0c\u800c\u66f4\u65e9\u4ee5\u524d\u7684\u5be6\u9a57\u5247\u9700\u8981\u7d14\u5316\u3001\u7d50\u6676\uff0c\u6280\u8853\u9580\u6abb\u5f88\u9ad8\u3002\u4ee5\u524d\u6211\u5011\u7684\u5e74\u4ee3\u5927\u6982\u4e00\u500b<\/span><span class=\"s2\">PHD<\/span><span class=\"s1\">\u4e00\u8f29\u5b50\u7684\u535a\u58eb\u8ad6\u6587\uff0c\u5c31\u89e3\u4e86\u4e00\u500b\u86cb\u767d\u8cea\u7d50\u69cb\uff0c\u7136\u5f8c\u5c31\u53ef\u4ee5\u53bb\u65e5\u672c\u6771\u4eac\u627e\u540c\u6b65\u8f3b\u5c04\uff0c\u9806\u4fbf\u6ce1\u6eab\u6cc9\uff0c\u4e09\u3001\u4e94\u5929\u5f8c\u6536\u500b<\/span><span class=\"s2\">data<\/span><span class=\"s1\">\u5c31\u56de\u4f86\u6e96\u5099\u7562\u696d\u3002\u300d\u9762\u5c0d\u79d1\u6280\u7684\u65e5\u65b0\u6708\u7570\uff0c\u751f\u7269\u91ab\u5b78\u79d1\u6280\u5b78\u9662\u56e0\u6b64\u8209\u8fa6\u5c08\u984c\u8b1b\u5ea7\uff0c\u9080\u8acb\u91ab\u5b78\u7cfb\u751f\u5316\u5b78\u79d1\u5289\u54f2\u6587\u6559\u6388\u7d30\u8aaa\u86cb\u767d\u8cea\u7d50\u69cb\u8207\u8afe\u8c9d\u723e\u734e\u7684\u6b77\u53f2\u3002<\/span><\/p>\n<p class=\"p4\"><span class=\"s1\">\u300c\u5176\u5be6\u9019\u662f\u56f0\u64fe\u6211\u5011<\/span><span class=\"s2\">50<\/span><span class=\"s1\">\u5e7e\u5e74\u7684\u554f\u984c\uff0c\u4eca\u5e74\u5c31\u628a\u5b83\u89e3\u6c7a\u6389\uff01\u5c31\u662f\u7528\u96fb\u8166\u4f86\u9032\u884c\u86cb\u767d\u8cea\u7684\u8a2d\u8a08\u8207\u7d50\u69cb\u9810\u6e2c\u3002\u300d\u5289\u54f2\u6587\u5f37\u8abf\uff1a\u300c\u6211\u5011\u73fe\u5728\u9032\u5165\u4e86\u4e00\u500b\u975e\u5e38\u5947\u602a\u7684\u5e74\u4ee3\uff0c\u56e0\u70ba\u4ec0\u9ebc\u6771\u897f\u90fd\u8ddf\u96fb\u8166\u6709\u95dc\uff01\u65e9\u4e0a\u8d77\u4f86\u7b2c\u4e00\u4ef6\u4e8b\u5c31\u662f\u6ed1\u624b\u6a5f\uff0c\u5230\u4e86\u7761\u89ba\u524d\u6700\u5f8c\u4e00\u4ef6\u4e8b\u4e5f\u662f\u6ed1\u624b\u6a5f\uff01\u4ee5\u524d\u6211\u5011\u662f\u7528\u96fb\u8a71\uff0c\u73fe\u5728\u4e00\u53f0\u4e00\u53f0\u624b\u6a5f\u5c31\u662f\u96fb\u8166\uff0c\u6211\u5011\u73fe\u5728\u624b\u6a5f\u7684\u80fd\u529b\u6bd4\u7576\u521d\u9001\u963f\u59c6\u65af\u58ef\u4e0a\u6708\u7403\u7684\u96fb\u8166\u9084\u8981\u53b2\u5bb3\uff01\u300d<\/span><\/p>\n<p class=\"p4\"><span class=\"s1\">\u5c24\u5176\u662f<\/span><span class=\"s2\">Google<\/span><span class=\"s1\">\u4eca\u5e74\u62ff\u4e86\u4e09\u500b\u8afe\u8c9d\u723e\u734e\uff0c\u7269\u7406\u734e\u7684<\/span><span class=\"s2\">Geoffrey E. Hinton<\/span><span class=\"s1\">\uff0c\u88ab\u7a31\u70ba<\/span><span class=\"s2\">AI<\/span><span class=\"s1\">\u4e4b\u7236\uff0c\u4ed6\u5275\u9020\u7684\u6f14\u7b97\u6cd5\u53ef\u8b93\u6a5f\u5668\u6a21\u4eff\u8a18\u61b6\u8207\u5b78\u7fd2\uff0c\u6240\u6210\u7acb\u7684\u65b0\u5275\u516c\u53f8<\/span><span class=\"s2\">DNNresearch<\/span><span class=\"s1\">\u88ab<\/span><span class=\"s2\">Google<\/span><span class=\"s1\">\u4ee5<\/span><span class=\"s2\">4,400<\/span><span class=\"s1\">\u842c\u7f8e\u5143\uff08\u7d04\u65b0\u53f0\u5e63<\/span><span class=\"s2\">14.1<\/span><span class=\"s1\">\u5104\u5143\uff09\u5f97\u6a19\u7d0d\u5165\u9ebe\u4e0b\uff0c\u4f46\u4ed6\u537b\u5728<\/span><span class=\"s2\">2023<\/span><span class=\"s1\">\u5e74\u96e2\u958b<\/span><span class=\"s2\">Google<\/span><span class=\"s1\">\u3002\u5289\u54f2\u6587\u8aaa\uff1a\u300c\u70ba\u4ec0\u9ebc\u5462\uff1f\u4ed6\u662f\u5687\u5230\u7684\uff01\u4ed6\u88ab\u4ed6\u81ea\u5df1\u767c\u660e\u7684\u6771\u897f\u5687\u5230\uff0c\u4e5f\u5c31\u662f<\/span><span class=\"s2\">AI<\/span><span class=\"s1\">\uff0c\u4ed6\u89ba\u5f97\u4ee5\u5f8c\u6703\u5f88\u53ef\u6015\uff0c\u56e0\u70ba\u4ed6\u5275\u8a2d\u4e86\u4e00\u500b\u65b0\u7684\u9818\u57df\uff0c\u7136\u5f8c\u9019\u500b\u65b0\u7684\u9818\u57df\u6b63\u5728\u6f38\u6f38\u6539\u8b8a\u6211\u5011\u5168\u90e8\u7684\u751f\u6d3b\uff0c\u4f60\u559c\u6b61\u4e5f\u597d\uff0c\u4e0d\u559c\u6b61\u4e5f\u597d\uff0c\u4ee5\u5f8c<\/span><span class=\"s2\">AI<\/span><span class=\"s1\">\u5c31\u662f\u5728\u4f60\u7684\u65c1\u908a\u3002\u300d<\/span><\/p>\n<p class=\"p5\"><span class=\"s3\">\u81f3\u65bc\u4eca\u5e74\u7372\u5f97\u8afe\u8c9d\u723e\u5316\u5b78\u734e\u7684<\/span><span class=\"s1\">Demis Hassabis <\/span><span class=\"s3\">\u548c<\/span><span class=\"s1\">John Jumper<\/span><span class=\"s3\">\u5247\u662f\u4f86\u81ea<\/span><span class=\"s1\">Google DeepMind <\/span><span class=\"s3\">\u5718\u968a\uff0c\u6b63\u662f\u8fd1\u5e74\u5728\u86cb\u767d\u7d50\u69cb\u9810\u6e2c\u4e0a\u505a\u51fa\u91cd\u5927\u7a81\u7834\u7684<\/span><span class=\"s1\">AlphaFold<\/span><span class=\"s3\">\u7684\u958b\u767c\u8005\u3002<\/span><\/p>\n<p class=\"p4\"><span class=\"s2\">19<\/span><span class=\"s1\">\u4e16\u7d00\u6642\uff0c\u5316\u5b78\u5bb6\u5c31\u77e5\u9053\u86cb\u767d\u8cea\u5c0d\u751f\u547d\u81f3\u95dc\u91cd\u8981\uff0c\u76f4\u5230<\/span><span class=\"s2\">1950<\/span><span class=\"s1\">\u5e74\u4ee3\u624d\u6210\u529f\u900f\u904e<\/span><span class=\"s2\">X<\/span><span class=\"s1\">\u5c04\u7dda\u6676\u9ad4\u5b78\u63d0\u51fa\u7b2c\u4e00\u500b\u86cb\u767d\u8cea\u4e09\u7dad\u6a21\u578b\uff08<\/span><span class=\"s2\">1962<\/span><span class=\"s1\">\u5e74\u8afe\u8c9d\u723e\u5316\u5b78\u734e\uff09\u3002\u5f8c\u4f86\u5316\u5b78\u5bb6\u767c\u73fe\u86cb\u767d\u8cea\u4e09\u7dad\u7d50\u69cb\u53d6\u6c7a\u65bc\u5176\u4e2d\u7684\u80fa\u57fa\u9178\u5e8f\u5217\uff08<\/span><span class=\"s2\">1972<\/span><span class=\"s1\">\u5e74\u8afe\u8c9d\u723e\u5316\u5b78\u734e\uff09\uff0c\u4f46\u9019\u88e1\u6709\u500b\u5927\u554f\u984c\uff1a\u5728\u7d30\u80de\u4e2d\uff0c\u9019\u4e00\u9023\u4e32\u80fa\u57fa\u9178\u5982\u4f55\u5728\u5e7e\u6beb\u79d2\u5167\u5b8c\u6210\u647a\u758a\uff1f\u7b54\u6848\u662f\u95dc\u65bc\u86cb\u767d\u8cea\u647a\u758a\u7684\u8cc7\u8a0a\u5c31\u5132\u5b58\u5728\u80fa\u57fa\u9178\u5e8f\u5217\u4e2d\uff0c\u4f46\u662f\u9810\u6e2c\u86cb\u767d\u8cea<\/span><span class=\"s2\">3D<\/span><span class=\"s1\">\u7d50\u69cb\u9700\u4ef0\u8cf4\u6602\u8cb4\u8cbb\u6642\u7684<\/span><span class=\"s2\">NMR<\/span><span class=\"s1\">\u3001<\/span><span class=\"s2\">X<\/span><span class=\"s1\">\u5149\u6676\u9ad4\u7e5e\u5c04\u3001<\/span><span class=\"s2\">Cryo-EM<\/span><span class=\"s1\">\u7b49\u5de5\u5177\u3002\u5289\u54f2\u6587\u5f62\u5bb9\uff1a\u300c\u90a3\u8981\u82b1\u7684\u6642\u9593\u6bd4\u5b87\u5b99\u7684\u5e74\u9f61\u9084\u9577\uff01\u300d<\/span><\/p>\n<p class=\"p4\"><span class=\"s1\">\u751f\u7269\u5316\u5b78\u9818\u57df\u65bc\u662f\u5728<\/span><span class=\"s2\">1994<\/span><span class=\"s1\">\u5e74\u8d77\u5c55\u958b\u300c\u86cb\u767d\u8cea\u7d50\u69cb\u9810\u6e2c\u6280\u8853\u95dc\u9375\u6e2c\u8a66\u300d\uff08<\/span><span class=\"s2\">CASP<\/span><span class=\"s1\">\uff09\u7af6\u8cfd\u6d3b\u52d5\u3002<\/span><span class=\"s2\">1990<\/span><span class=\"s1\">\u5e74\u4ee3\uff0c<\/span><span class=\"s2\">David Baker<\/span><span class=\"s1\">\u958b\u767c\u51fa\u9810\u6e2c\u86cb\u767d\u8cea\u7d50\u69cb\u7684\u96fb\u8166\u7a0b\u5f0f<\/span><span class=\"s2\">Rosetta<\/span><span class=\"s1\">\uff0c\u4e26\u5728<\/span><span class=\"s2\">2018<\/span><span class=\"s1\">\u5e74\u53c3\u8207<\/span><span class=\"s2\">CASP<\/span><span class=\"s1\">\u62ff\u4e0b\u5c07\u8fd1<\/span><span class=\"s2\">50<\/span><span class=\"s1\">\u5206\uff0c\u8868\u73fe\u51fa\u8272\u3002\u7d93\u904e\u4e00\u9023\u4e32\u5be6\u9a57\uff0c\u8b49\u5be6<\/span><span class=\"s2\">Rosetta<\/span><span class=\"s1\">\u53ef\u5efa\u69cb\u81ea\u7136\u754c\u4e0d\u5b58\u5728\u7684\u86cb\u767d\u8cea\uff0c\u7814\u7a76\u6210\u679c\u767c\u8868\u5728<\/span><span class=\"s2\">2003<\/span><span class=\"s1\">\u5e74<\/span><span class=\"s2\">11<\/span><span class=\"s1\">\u6708\u7684\u300a\u79d1\u5b78\u300b\u96dc\u8a8c\u3002<\/span><\/p>\n<p class=\"p4\"><span class=\"s1\">\u800c\u7531<\/span><span class=\"s2\">Demis Hassabis<\/span><span class=\"s1\">\u5e36\u9818\u7684<\/span><span class=\"s2\">AI<\/span><span class=\"s1\">\u5718\u968a\uff0c<\/span><span class=\"s2\">2016<\/span><span class=\"s1\">\u5e74\u4ee5<\/span><span class=\"s2\">AlphaGo<\/span><span class=\"s1\">\u8207\u5357\u97d3\u68cb\u738b\u674e\u4e16\u4e6d\u5c0d\u6230\u570d\u68cb\uff0c<\/span><span class=\"s2\">4<\/span><span class=\"s1\">\uff1a<\/span><span class=\"s2\">1<\/span><span class=\"s1\">\u7684\u6230\u679c\u8f5f\u52d5\u4e16\u754c\uff1b\u96a8\u5f8c\u6295\u5165\u958b\u767c<\/span><span class=\"s2\">AlphaFold<\/span><span class=\"s1\">\uff0c\u4e26\u5728<\/span><span class=\"s2\">John Jumper<\/span><span class=\"s1\">\u52a0\u5165\u5f8c\u958b\u767c\u51fa<\/span><span class=\"s2\">AlphaFold 2<\/span><span class=\"s1\">\uff0c\u63a1\u7528\u7576\u6642<\/span><span class=\"s2\">AI<\/span><span class=\"s1\">\u7684\u65b0\u8fd1\u7a81\u7834\u300c\u8f49\u63db\u5668\u300d\uff08<\/span><span class=\"s2\">transformer<\/span><span class=\"s1\">\uff09\u6280\u8853\uff0c\u5728<\/span><span class=\"s2\">2020<\/span><span class=\"s1\">\u5e74\uff0c<\/span><span class=\"s2\">AlphaFold 2<\/span><span class=\"s1\">\u53c3\u8207<\/span><span class=\"s2\">CASP<\/span><span class=\"s1\">\u7684\u5e73\u5747\u5f97\u5206\u70ba<\/span><span class=\"s2\">92<\/span><span class=\"s1\">\u3002\u9577\u9054<\/span><span class=\"s2\">50<\/span><span class=\"s1\">\u5e74\u7684\u86cb\u767d\u8cea\u647a\u758a\u4e4b\u8b0e\u5df2\u7136\u89e3\u958b\u3002<\/span><span class=\"s2\">AlphaFold 2<\/span><span class=\"s1\">\u5e7e\u4e4e\u53ef\u4ee5\u9810\u6e2c\u7814\u7a76\u4eba\u54e1\u5df2\u8b58\u5225\u7684<\/span><span class=\"s2\">2<\/span><span class=\"s1\">\u5104\u7a2e\u86cb\u767d\u8cea\u7684\u7d50\u69cb\uff0c\u4e26\u4e0a\u50b3\u5230\u516c\u958b\u8cc7\u6599\u5eab\u3002<\/span><\/p>\n<p class=\"p4\"><span class=\"s1\">\u6700\u8fd1\uff0c<\/span><span class=\"s2\">Google DeepMind <\/span><span class=\"s1\">\u5718\u968a\u63a8\u51fa<\/span><span class=\"s2\">AlphaFold 3<\/span><span class=\"s1\">\uff0c\u66f4\u516c\u958b\u5b8c\u6574\u4ee3\u78bc\u4f9b\u5b78\u8853\u754c\u975e\u5546\u696d\u4f7f\u7528\uff0c\u9664\u4e86\u55ae\u7368\u7684\u86cb\u767d\u8cea\u7d50\u69cb\u5916\uff0c\u9084\u80fd\u5920\u9810\u6e2c\u86cb\u767d\u8207\u4e0d\u540c\u914d\u9ad4\u3001\u6838\u9178\u3001\u5176\u4ed6\u86cb\u767d\u5f62\u6210\u7684\u8907\u5408\u7269\u7d50\u69cb\uff0c\u5927\u5e45\u62d3\u5c55\u4e86\u7d50\u69cb\u751f\u7269\u5b78\u7684\u61c9\u7528\u3002\u800c<\/span><span class=\"s2\"> David Baker<\/span><span class=\"s1\">\u5718\u968a\u4e5f\u63a8\u51fa\u4e86\u65b0\u7684<\/span><span class=\"s2\"> RoseTTAFold All-Atom<\/span><span class=\"s1\">\uff0c\u80fd\u6a21\u64ec\u80fa\u57fa\u9178\u4ee5\u5916\u7684\u6838\u9178\u3001\u5c0f\u5206\u5b50\u3001\u91d1\u5c6c\u96e2\u5b50\u7b49\u7d50\u69cb\uff0c\u62d3\u5c55\u4e86\u80fd\u5920\u9810\u6e2c\u53ca\u8a2d\u8a08\u7684\u86cb\u767d\u7a2e\u985e\u3002\u9019\u4e9b\u5728\u86cb\u767d\u8cea\u8a2d\u8a08\u8207\u7d50\u69cb\u9810\u6e2c\u7684\u9032\u5c55\uff0c\u53ef\u4ee5\u5927\u5e45\u52a0\u901f\u5408\u6210\u751f\u7269\u5b78\u3001\u75ab\u82d7\u8a2d\u8a08\u3001\u85e5\u7269\u958b\u767c\u7b49\u7814\u7a76\u7684\u901f\u5ea6\u3002<\/span><\/p>\n<p class=\"p4\"><span class=\"s1\">\u9019\u4e09\u4f4d\u7372\u734e\u8005\u7686\u662f\u8de8\u9818\u57df\uff0c<\/span><span class=\"s2\">Demis Hassabis<\/span><span class=\"s1\">\u548c<\/span><span class=\"s2\">John Jumper<\/span><span class=\"s1\">\u662f\u96fb\u8166\u5de5\u7a0b\u5e2b\uff0c\u5f8c\u4f86\u8de8\u8db3\u751f\u7269\u5b78\uff1b<\/span><span class=\"s2\">David Baker<\/span><span class=\"s1\">\u672c\u4f86\u662f\u751f\u5316\u5b78\u5bb6\uff0c\u7136\u5f8c\u8de8\u754c\u96fb\u8166\u3002\u300c\u6240\u4ee5\u8de8\u9818\u57df\u662f\u672a\u4f86\u8da8\u52e2\uff0c\u4e00\u5b9a\u8981\u505a\u7684\uff01\u300d\u5289\u54f2\u6587\u5f37\u8abf\u3002<\/span><\/p>\n<p class=\"p4\"><span class=\"s1\">\u8afe\u8c9d\u723e\u734e\u5b98\u7db2\u8aaa\uff1a\u300c\u6c92\u6709\u86cb\u767d\u8cea\uff0c\u751f\u547d\u5c31\u7121\u6cd5\u5b58\u5728\u3002\u300d\u4eba\u985e\u73fe\u5728\u53ef\u4ee5\u9810\u6e2c\u86cb\u767d\u8cea\u7d50\u69cb\u4e26\u4e14\u81ea\u5df1\u8a2d\u8a08\u86cb\u767d\u8cea\uff0c\u53ef\u671b\u5354\u52a9\u764c\u75c7\u514d\u75ab\u75be\u75c5\u6cbb\u7642\u7b56\u7565\u958b\u767c\u3001\u9810\u6e2c\u86cb\u767d\u8cea\u8207\u5176\u4ed6\u751f\u7269\u5206\u5b50\u8907\u5408\u7269\u3001\u86cb\u767d\u8cea\u8207\u5c0f\u5206\u5b50\u914d\u9ad4\u4ea4\u4e92\u4f5c\u7528\u3001\u5354\u52a9\u5c0f\u5206\u5b50\u85e5\u7269\u8207\u75ab\u82d7\u958b\u767c\u3001\u52a0\u5feb\u91ab\u5b78\u7814\u7a76\u9032\u7a0b\uff0c\u633d\u6551\u751f\u547d\u8207\u6539\u5584\u4eba\u985e\u751f\u6d3b\u3001\u6709\u76ca\u74b0\u5883\u8207\u74b0\u4fdd\u3001\u5176\u4ed6\u751f\u7269\u6750\u6599\u7814\u767c\u3002\u96d6\u7136<\/span><span class=\"s2\">AI<\/span><span class=\"s1\">\u5df2\u6210\u4e3b\u6d41\uff0c\u4f46\u662f\u751f\u7269\u91ab\u5b78\u79d1\u6280\u5b78\u9662\u9662\u9577\u8a31\u8c6a\u4ec1\u63d0\u9192\uff1a\u300c\u6211\u89ba\u5f97\u6e96\u8ddf\u4e0d\u6e96\u53d6\u6c7a\u65bc\u4eba\u7684\u5224\u65b7\uff0c\u5982\u679c\u4f60\u6c92\u6709\u76f8\u5c0d\u7684\u57fa\u790e\u77e5\u8b58\uff0c\u5176\u5be6\u6709\u4e9b\u6771\u897f\u662f<\/span><span class=\"s2\">garbage in, garbage out<\/span><span class=\"s1\">\uff0c\u6211\u5011\u7528\u4e0d\u540c\u7684\u8edf\u9ad4\u5f97\u5230\u7684\u7d50\u679c\u662f\u4e0d\u592a\u4e00\u6a23\u7684\uff0c\u4f60\u600e\u9ebc\u53bb\u5224\u65b7\u9019\u662f\u975e\u5e38\u91cd\u8981\u3002\u300d<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-17668\" src=\"https:\/\/newsletter.tcu.edu.tw\/wp-content\/uploads\/2024\/12\/\u751f\u7269\u91ab\u5b78\u79d1\u6280\u5b78\u9662\u9662\u9577\u8a31\u8c6a\u4ec1\u958b\u5834\u5f15\u8a00.jpg\" alt=\"\" width=\"1024\" height=\"683\" srcset=\"https:\/\/newsletter.tcu.edu.tw\/wp-content\/uploads\/2024\/12\/\u751f\u7269\u91ab\u5b78\u79d1\u6280\u5b78\u9662\u9662\u9577\u8a31\u8c6a\u4ec1\u958b\u5834\u5f15\u8a00.jpg 1024w, https:\/\/newsletter.tcu.edu.tw\/wp-content\/uploads\/2024\/12\/\u751f\u7269\u91ab\u5b78\u79d1\u6280\u5b78\u9662\u9662\u9577\u8a31\u8c6a\u4ec1\u958b\u5834\u5f15\u8a00-300x200.jpg 300w, https:\/\/newsletter.tcu.edu.tw\/wp-content\/uploads\/2024\/12\/\u751f\u7269\u91ab\u5b78\u79d1\u6280\u5b78\u9662\u9662\u9577\u8a31\u8c6a\u4ec1\u958b\u5834\u5f15\u8a00-768x512.jpg 768w, https:\/\/newsletter.tcu.edu.tw\/wp-content\/uploads\/2024\/12\/\u751f\u7269\u91ab\u5b78\u79d1\u6280\u5b78\u9662\u9662\u9577\u8a31\u8c6a\u4ec1\u958b\u5834\u5f15\u8a00-730x487.jpg 730w, https:\/\/newsletter.tcu.edu.tw\/wp-content\/uploads\/2024\/12\/\u751f\u7269\u91ab\u5b78\u79d1\u6280\u5b78\u9662\u9662\u9577\u8a31\u8c6a\u4ec1\u958b\u5834\u5f15\u8a00-435x290.jpg 435w, https:\/\/newsletter.tcu.edu.tw\/wp-content\/uploads\/2024\/12\/\u751f\u7269\u91ab\u5b78\u79d1\u6280\u5b78\u9662\u9662\u9577\u8a31\u8c6a\u4ec1\u958b\u5834\u5f15\u8a00-272x182.jpg 272w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-17669\" src=\"https:\/\/newsletter.tcu.edu.tw\/wp-content\/uploads\/2024\/12\/\u751f\u7269\u91ab\u5b78\u79d1\u6280\u5b78\u9662\u8209\u8fa6\u5c08\u984c\u8b1b\u5ea7\uff0c\u9080\u8acb\u91ab\u5b78\u7cfb\u751f\u5316\u5b78\u79d1\u5289\u54f2\u6587\u6559\u6388\u7d30\u8aaa\u86cb\u767d\u8cea\u7d50\u69cb\u8207\u8afe\u8c9d\u723e\u734e\u7684\u6b77\u53f2.jpg\" alt=\"\" width=\"1024\" height=\"683\" srcset=\"https:\/\/newsletter.tcu.edu.tw\/wp-content\/uploads\/2024\/12\/\u751f\u7269\u91ab\u5b78\u79d1\u6280\u5b78\u9662\u8209\u8fa6\u5c08\u984c\u8b1b\u5ea7\uff0c\u9080\u8acb\u91ab\u5b78\u7cfb\u751f\u5316\u5b78\u79d1\u5289\u54f2\u6587\u6559\u6388\u7d30\u8aaa\u86cb\u767d\u8cea\u7d50\u69cb\u8207\u8afe\u8c9d\u723e\u734e\u7684\u6b77\u53f2.jpg 1024w, https:\/\/newsletter.tcu.edu.tw\/wp-content\/uploads\/2024\/12\/\u751f\u7269\u91ab\u5b78\u79d1\u6280\u5b78\u9662\u8209\u8fa6\u5c08\u984c\u8b1b\u5ea7\uff0c\u9080\u8acb\u91ab\u5b78\u7cfb\u751f\u5316\u5b78\u79d1\u5289\u54f2\u6587\u6559\u6388\u7d30\u8aaa\u86cb\u767d\u8cea\u7d50\u69cb\u8207\u8afe\u8c9d\u723e\u734e\u7684\u6b77\u53f2-300x200.jpg 300w, https:\/\/newsletter.tcu.edu.tw\/wp-content\/uploads\/2024\/12\/\u751f\u7269\u91ab\u5b78\u79d1\u6280\u5b78\u9662\u8209\u8fa6\u5c08\u984c\u8b1b\u5ea7\uff0c\u9080\u8acb\u91ab\u5b78\u7cfb\u751f\u5316\u5b78\u79d1\u5289\u54f2\u6587\u6559\u6388\u7d30\u8aaa\u86cb\u767d\u8cea\u7d50\u69cb\u8207\u8afe\u8c9d\u723e\u734e\u7684\u6b77\u53f2-768x512.jpg 768w, https:\/\/newsletter.tcu.edu.tw\/wp-content\/uploads\/2024\/12\/\u751f\u7269\u91ab\u5b78\u79d1\u6280\u5b78\u9662\u8209\u8fa6\u5c08\u984c\u8b1b\u5ea7\uff0c\u9080\u8acb\u91ab\u5b78\u7cfb\u751f\u5316\u5b78\u79d1\u5289\u54f2\u6587\u6559\u6388\u7d30\u8aaa\u86cb\u767d\u8cea\u7d50\u69cb\u8207\u8afe\u8c9d\u723e\u734e\u7684\u6b77\u53f2-730x487.jpg 730w, 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srcset=\"https:\/\/newsletter.tcu.edu.tw\/wp-content\/uploads\/2024\/12\/\u5e2b\u751f\u5c08\u6ce8\u8046\u807d.jpg 1024w, https:\/\/newsletter.tcu.edu.tw\/wp-content\/uploads\/2024\/12\/\u5e2b\u751f\u5c08\u6ce8\u8046\u807d-300x200.jpg 300w, https:\/\/newsletter.tcu.edu.tw\/wp-content\/uploads\/2024\/12\/\u5e2b\u751f\u5c08\u6ce8\u8046\u807d-768x512.jpg 768w, https:\/\/newsletter.tcu.edu.tw\/wp-content\/uploads\/2024\/12\/\u5e2b\u751f\u5c08\u6ce8\u8046\u807d-730x487.jpg 730w, https:\/\/newsletter.tcu.edu.tw\/wp-content\/uploads\/2024\/12\/\u5e2b\u751f\u5c08\u6ce8\u8046\u807d-435x290.jpg 435w, https:\/\/newsletter.tcu.edu.tw\/wp-content\/uploads\/2024\/12\/\u5e2b\u751f\u5c08\u6ce8\u8046\u807d-272x182.jpg 272w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-17671\" src=\"https:\/\/newsletter.tcu.edu.tw\/wp-content\/uploads\/2024\/12\/\u7d93\u904e\u4e00\u9023\u4e32\u5be6\u9a57\uff0c\u8b49\u5be6Rosetta\u53ef\u5efa\u69cb\u81ea\u7136\u754c\u4e0d\u5b58\u5728\u7684\u86cb\u767d\u8cea\uff0c\u7814\u7a76\u6210\u679c\u767c\u8868\u57282003\u5e7411\u6708\u7684\u300a\u79d1\u5b78\u300b\u96dc\u8a8c.jpg\" alt=\"\" width=\"1024\" height=\"1306\" srcset=\"https:\/\/newsletter.tcu.edu.tw\/wp-content\/uploads\/2024\/12\/\u7d93\u904e\u4e00\u9023\u4e32\u5be6\u9a57\uff0c\u8b49\u5be6Rosetta\u53ef\u5efa\u69cb\u81ea\u7136\u754c\u4e0d\u5b58\u5728\u7684\u86cb\u767d\u8cea\uff0c\u7814\u7a76\u6210\u679c\u767c\u8868\u57282003\u5e7411\u6708\u7684\u300a\u79d1\u5b78\u300b\u96dc\u8a8c.jpg 1024w, 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