{"id":11077,"date":"2024-09-09T18:52:22","date_gmt":"2024-09-09T18:52:22","guid":{"rendered":"https:\/\/www.hcedu.org.tw\/new\/?p=11077"},"modified":"2024-09-09T18:52:22","modified_gmt":"2024-09-09T18:52:22","slug":"ai%e8%b3%a6%e8%83%bd%e6%99%ba%e6%85%a7%e8%a3%bd%e9%80%a0%e8%bd%89%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/www.hcedu.org.tw\/new\/ai%e8%b3%a6%e8%83%bd%e6%99%ba%e6%85%a7%e8%a3%bd%e9%80%a0%e8%bd%89%e5%9e%8b\/","title":{"rendered":"AI\u8ce6\u80fd\u667a\u6167\u88fd\u9020\u8f49\u578b"},"content":{"rendered":"

\u53f0\u7063\u4e2d\u5c0f\u898f\u6a21\u7684\u50b3\u7522\u88fd\u9020\u3001\u6a5f\u68b0\u8a2d\u5099\u696d\uff0c\u65e9\u57282010\u5e74\u958b\u59cb\uff0c\u9678\u7e8c\u63a8\u884c\u88fd\u9020\u670d\u52d9\u5316\u3001\u5de5\u696d4.0\u3001\u6578\u4f4d\u8f49\u578b\u7b49\uff0c\u5df2\u7fd2\u6163\u8490\u96c6\u7d2f\u7a4d\u88fd\u7a0b\u4e2d\/\u5f8c\u6bb5\u9451\u5225\u76e3\u63a7\uff0c\u4e43\u81f3\u65bc\u552e\u5f8c\u7dad\u904b\u670d\u52d9\u7684\u5de8\u91cf\u6578\u64da\u8cc7\u6599\uff0c\u5f62\u6210\u751f\u7522\u5c65\u6b77\uff1b\u672a\u4f86\u61c9\u9010\u6b65\u5efa\u69cb\u6578\u4f4d\u5206\u8eab\uff0c\u9810\u5148\u65bc\u5be6\u5730\u91cf\u7522\u524d\u6a21\u64ec\u52a0\u5de5\uff0c\u85c9\u4ee5\u63d0\u5347\u826f\u7387\uff0c\u4e26\u6e1b\u5c11\u56e0\u5ee2\u54c1\u800c\u589e\u52a0\u6392\u78b3\u3002<\/b><\/p>\n

 <\/p>\n

\u6839\u64da\u9ea5\u80af\u932b\u6700\u65b0\u8abf\u67e5\u5831\u544a\uff0c\u672a\u4f86\u5e7e\u4e4e\u6240\u6709\u7522\u696d\u90fd\u9700\u8981\u5c0e\u5165\u751f\u6210\u5f0fAI\u8f14\u52a9\u624d\u6709\u7af6\u722d\u529b\uff0c\u5305\u62ec\uff1a\u7de8\u7a0b\uff08Coding\uff09\u3001\u884c\u92b7\uff08Marketing\uff09\u548c\u5ba2\u670d\uff08Customer service\uff09\uff0c\u4ee5\u53ca\u88fd\u9020\u696d\u7684\u7522\u54c1\u8a2d\u8a08\u7b49\u61c9\u7528\uff0c\u5c07\u6703\u7522\u751f\u5c0d\u8a71\u5f0f\u5546\u52d9\u6a21\u5f0f\u3001\u81ea\u52d5\u751f\u6210\u884c\u92b7\u5167\u5bb9\u7b49\uff0c\u90fd\u53ef\u6295\u5165\u6578\u4f4d\u8f49\u578b\u7684\u4e0b\u4e00\u6b65\u3002\u4e26\u5c07\u4e4b\u6982\u5206\u70ba4\u5927\u9762\u5411\uff1a\u7522\u54c1\u8f49\u63db\u3001\u512a\u5316\u71df\u904b\u3001\u5f37\u5316\u884c\u92b7\u3001\u8ce6\u80fd\u54e1\u5de5\uff0c\u5c24\u5176\u662f\u6700\u5f8c\u5f37\u8abf\u80fd\u85c9\u6b64\u514b\u670d\u73fe\u4eca\u8001\u9f61\u5c11\u5b50\u5316\u793e\u6703\u7684\u7f3a\u5de5\u73fe\u72c0\uff0c\u800c\u975e\u53d6\u4ee3\u4eba\u529b\u3002<\/p>\n

 <\/p>\n

\u4f30\u8a08\u76ee\u524d\u5168\u7403\u751f\u6210\u5f0fAI\u5275\u9020\u7684\u7d93\u6fdf\u50f9\u503c\uff0c\u82e5\u4ee5\u65b0\u589e\u71df\u65363,000\u5104\u7f8e\u5143\u70ba\u754c\uff0c\u7522\u696d\u61c9\u7528\u524d5\u540d\u4f9d\u5e8f\u70ba\uff1a\u9ad8\u79d1\u6280\u3001\u96f6\u552e\u3001\u9280\u884c\u3001\u65c5\u884c\u904b\u8f38\u904b\u7c4c\u3001\u5148\u9032\u88fd\u9020\uff1b\u4f01\u696d\u529f\u80fd\u524d5\u540d\u4f9d\u5e8f\u70ba\uff1a\u884c\u92b7\u92b7\u552e\u3001\u8edf\u9ad4\u5de5\u7a0b\u3001\u4f9b\u61c9\u93c8\u3001\u5ba2\u6236\u7ba1\u7406\u3001\u7522\u54c1\u7814\u767c\u3002<\/p>\n

 <\/p>\n

\u8a31\u591a\u4f01\u696d\u4e5f\u56e0\u6b64\uff0c\u958b\u59cb\u7a4d\u6975\u5c07\u5177\u6709\u5275\u4f5c\u7279\u6027\u7684\u751f\u6210\u5f0fAI\u5c0e\u5165\u5167\u90e8\u5de5\u4f5c\uff0c\u6210\u70ba\u7814\u767c\u8207\u88fd\u9020\u5de5\u4f5c\u7684\u8981\u89d2\uff0c\u6216\u662f\u64f4\u5c55\u81f3\u6574\u500b\u4f9b\u61c9\u93c8\u7684\u904b\u4f5c\uff0c\u9032\u800c\u751f\u6210\u5404\u5f0f\u5c08\u696d\u6587\u4ef6\u5167\u5bb9\uff0c\u6216\u662f\u518d\u9032\u968e\u7684\u7522\u696d\u61c9\u7528\uff0c\u63d0\u9ad8\u751f\u7522\u6548\u80fd\u3002<\/p>\n


<\/p>\n

<\/p>\n\n\n\n
\"\u5716\u4e00<\/a><\/p>\n\n\n\n
\u5716\u4e00 : \u4f30\u8a08\u76ee\u524d\u5168\u7403\u751f\u6210\u5f0fAI\u5275\u9020\u7684\u7d93\u6fdf\u50f9\u503c\uff0c\u82e5\u4ee5\u65b0\u589e\u71df\u65363,000\u5104\u7f8e\u5143\u70ba\u754c\uff0c\u4f01\u696d\u529f\u80fd\u524d5\u540d\u4f9d\u5e8f\u70ba\uff1a\u884c\u92b7\u92b7\u552e\u3001\u8edf\u9ad4\u5de5\u7a0b\u3001\u4f9b\u61c9\u93c8\u3001\u5ba2\u6236\u7ba1\u7406\u3001\u7522\u54c1\u7814\u767c\u3002\uff08source\uff1aMcKinsey\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

<\/center><\/p>\n

\u5c31\u9023\u8f1d\u9054\uff08NVIDIA\uff09\u57f7\u884c\u9577\u9ec3\u4ec1\u52f32023\u5e74\u73fe\u8eab\u9d3b\u6d77\u79d1\u6280\u65e5\u6d3b\u52d5\uff0c\u4e5f\u7279\u5225\u4ee5\u624b\u7e6a\u65b9\u5f0f\uff0c\u4e00\u908a\u63cf\u8ff0\u5177\u6709AI\u5927\u8166\u7684\u96fb\u52d5\u8eca\uff0c\u80fd\u5920\u81ea\u52d5\u99d5\u99db\u3001\u8207\u4eba\u4e92\u52d5\uff1b\u53e6\u4e00\u982d\uff0c\u5247\u662f\u4e00\u5ea7AI\u5de5\u5ee0\uff0c\u5f9e\u96fb\u52d5\u8eca\u7aef\u4e0d\u65b7\u7372\u5f97\u8cc7\u6599\uff0c\u4e26\u7522\u51fa\u66f4\u65b0\u3001\u66f4\u9069\u5408\u96fb\u52d5\u8eca\u7684\u5404\u5f0f\u8edf\u9ad4\u3002<\/p>\n

 <\/p>\n

\u5ba3\u5e03\u5c07\u8207\u9d3b\u6d77\u5408\u4f5c\u6253\u9020\u57fa\u65bc\u8f1d\u9054\u52a0\u901f\u904b\u7b97\u5e73\u53f0\u7684AI\u5de5\u5ee0\uff0c\u5f37\u8abf\u4e26\u975e\u5229\u7528AI\u4f86\u88fd\u9020\u7522\u54c1\uff0c\u800c\u662f\u88fd\u9020\u51faAI\u89e3\u6c7a\u65b9\u6848\u3001\u751f\u7522\u300c\u667a\u6167\u300d\u7684\u5de5\u5ee0\u3002\u5c07\u642d\u8f09\u6700\u65b0\u7684GPU\u8d85\u7d1a\u6676\u7247\u548cAI Enterprise\u8edf\u9ad4\uff0c\u5c08\u9580\u7528\u65bc\u8655\u7406\u3001\u7cbe\u7149\u3001\u5c07\u5927\u91cf\u8cc7\u6599\u8f49\u5316\u70ba\u6709\u50f9\u503c\u7684AI\u6a21\u578b\uff1b\u9d3b\u6d77\u4e5f\u5c07\u5728\u667a\u6167\/\u81ea\u99d5\u96fb\u52d5\u8eca\u3001\u667a\u6167\u88fd\u9020\u6a5f\u5668\u4eba\u7cfb\u7d71\u548c\u667a\u6167\u57ce\u5e02\u7b49\u9818\u57df\uff0c\u958b\u767c\u57fa\u65bcNVIDIA\u6280\u8853\u7684\u667a\u6167\u89e3\u6c7a\u65b9\u6848\u5e73\u53f0\uff0c\u8cc7\u6599\u518d\u56de\u50b3\u5230AI\u5de5\u5ee0\uff0c\u6210\u70ba\u4e0d\u65b7\u512a\u5316\u7684\u5faa\u74b0\uff0c\u52a0\u901f\u5168\u7403\u7522\u696d\u7684\u6578\u4f4d\u5316\u9769\u547d\u3002<\/p>\n


<\/p>\n

<\/p>\n\n\n\n
\"\u5716\u4e8c<\/a><\/p>\n\n\n\n
\u5716\u4e8c : NVIDIA\u57f7\u884c\u9577\u9ec3\u4ec1\u52f32023\u5e74\u73fe\u8eab\u9d3b\u6d77\u79d1\u6280\u65e5\u6d3b\u52d5\uff0c\u4e5f\u7279\u5225\u4ee5\u624b\u7e6a\u65b9\u5f0f\uff0c\u5ba3\u5e03\u5c07\u8207\u9d3b\u6d77\u5408\u4f5c\u6253\u9020\u53ef\u7528\u4f86\u88fd\u9020\u51faAI\u89e3\u6c7a\u65b9\u6848\uff0c\u751f\u7522\u300c\u667a\u6167\u300d\u7684\u5de5\u5ee0\u3002\uff08source\uff1a\u9d3b\u6d77\u79d1\u6280\u65e5\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

<\/center><\/p>\n

\u5584\u7528\u5ba2\u88fd\u5316\u5c0f\u8a9e\u8a00\u6a21\u578b\u3000\u5c0e\u5165Edge AI\u61c9\u7528<\/p>\n

\u53e6\u4f9d\u5de5\u7814\u9662\u7522\u79d1\u570b\u969b\u6240\u7522\u696d\u5206\u6790\u5e2b\u718a\u6cbb\u6c11\u5206\u6790\uff0c\u5982\u4eca\u7121\u8ad6\u662f\u751f\u6210\u5f0f\uff08Generative AI\uff09\u8207\u9451\u5225\u5f0f\u4eba\u5de5\u667a\u6167\uff08Discriminative AI\uff09\uff0c\u90fd\u662f\u57fa\u65bc\u6a5f\u5668\u5b78\u7fd2\uff08Machine Learning\uff09\u800c\u4f86\uff0c\u5169\u8005\u7684\u61c9\u7528\u6548\u76ca\u90fd\u5305\u542b\u81ea\u52d5\u5316\u3001\u9ad8\u901f\u5316\u8207\u6e96\u78ba\u6027\u3002<\/p>\n

 <\/p>\n

\u53ea\u662f\u5176\u4e2d\u9451\u5225\u5f0fAI\u7684\u8f38\u5165\u8cc7\u6599\uff0c\u9808\u5148\u7d93\u904e\u6a19\u8a18\u5f8c\uff0c\u518d\u9032\u884c\u5b78\u7fd2\u8a13\u7df4\u8fa8\u8b58\u8207\u5206\u985e\uff0c\u76ee\u524d\u66f4\u5df2\u7d50\u5408\u81ea\u52d5\u5149\u5b78\u6aa2\u6e2c\uff08AOI\uff09\u3001\u6a5f\u5668\u8996\u89ba\u7b49\u61c9\u7528\uff0c\u88ab\u5927\u91cf\u5c0e\u5165\u8af8\u591a\u5834\u57df\uff0c\u5305\u62ec\u8b93\u88fd\u9020\u696d\u8005\u7528\u4f86\u63d0\u9ad8\u52a0\u5de5\u96f6\u7d44\u4ef6\u8207\u7522\u54c1\u7684\u81ea\u52d5\u5316\u6aa2\u6e2c\u901f\u5ea6\u8207\u6e96\u78ba\u6027\uff0c\u9032\u800c\u964d\u4f4e\u4eba\u529b\u9700\u6c42\u8207\u8aa4\u5224\u7387\uff0c\u63d0\u5347\u4eba\u54e1\u5b89\u5168\u8207\u4f5c\u696d\u6548\u80fd\u3002<\/p>\n

 <\/p>\n

\u751f\u6210\u5f0fAI\u5247\u53ef\u900f\u904e\u8f38\u5165\u5927\u91cf\u7684\u975e\u6a19\u8a3b\u3001\u975e\u7d50\u69cb\u5316\u8cc7\u6599\uff0c\u63d0\u4f9b\u5927\u8a9e\u8a00\u6a21\u578bGPT\uff08Generative Pre-trained Transformer\uff09\u8207\u81ea\u76e3\u7763\u5f0f\u5b78\u7fd2\uff08Self-Supervised Learning\uff09\u7684\u904e\u7a0b\u8a13\u7df4\uff0c\u518d\u5efa\u69cb\u51fa\u57fa\u790e\u6a21\u578b\uff08Foundation model\uff09\uff0c\u81ea\u4e3b\u751f\u6210\u5275\u65b0\u7684\u8cc7\u6599\u5167\u5bb9\uff0c\u5305\u62ec\u7acb\u5373\u5f0f\u554f\u7b54\u8207\u81ea\u52d5\u56de\u61c9\u6587\u5b57\u3001\u8a9e\u97f3\u3001\u5716\u50cf\u3001\u5f71\u50cf\u3001\u7a0b\u5f0f\u78bc\u30013D\u6a21\u578b\u6578\u64da\u7b49\u76f8\u95dc\u8cc7\u6599\u5167\u5bb9\uff0c\u6b63\u6301\u7e8c\u63a2\u7d22\u8207\u9a57\u8b49\u5728\u88fd\u9020\u9818\u57df\u7684\u61c9\u7528\u6a21\u5f0f\u8207\u50f9\u503c\u3002<\/p>\n

 <\/p>\n

\u4e00\u65e6\u9762\u5c0d\u8f03\u5c08\u696d\u7684\u554f\u984c\uff0c\u7121\u6cd5\u63d0\u51fa\u4ee4\u4eba\u6eff\u610f\u7684\u7b54\u6848\uff0c\u5373\u53ef\u518d\u900f\u904e\u5c11\u91cf\u4eba\u5de5\u6a19\u8a18\u8cc7\u6599\uff0c\u91dd\u5c0d\u901a\u624d\u6027\u7684\u751f\u6210\u5f0fAI\u57fa\u790e\u6a21\u578b\u9032\u884c\u66f4\u5c08\u9580\u7684\u5b78\u7fd2\u8a13\u7df4\uff0c\u4e26\u8abf\u9069\uff08Finetune\uff09\u5efa\u69cb\u6210\u7b26\u5408\u88fd\u9020\u696d\u61c9\u7528\u9700\u6c42\u7684\u5ba2\u88fd\u5316\u6a21\u578b\u3002<\/p>\n

 <\/p>\n

\u5de5\u696d\u7269\u806f\u7db2\u5927\u5ee0\u7814\u83ef\u516c\u53f8\u8cc7\u6df1\u7d93\u7406\u90ed\u67cf\u6751\u4fbf\u8868\u793a\uff0c\u81ea\u5f9e\u751f\u6210\u5f0fAI\u57282022\u5e74Q4\u851a\u70ba\u98a8\u6f6e\uff0c\u4e5f\u958b\u59cb\u51fa\u73fe\u908a\u7de3AI\u5c0e\u5165\u5ba2\u88fd\u5316LLM\u52a0\u901f\u843d\u5730\u767c\u5c55\uff0c\u958b\u767c\u8996\u89baAI\u6f14\u7b97\u6cd5\uff1b\u5404\u5bb6\u5927\u5ee0\u9678\u7e8c\u6295\u5165AI\u8ecd\u5099\u7af6\u8cfd\uff0c\u5305\u62ecGPU\u3001\u8a18\u61b6\u9ad4\u7b49\u786c\u9ad4\u7d042\u5e74\u6210\u95772\u500d\u3001\u8a9e\u8a00\u6a21\u578b\uff08Parameter\uff09\u5927\u5c0f\u751a\u81f3\u56e0\u6b64\u64f4\u589e\u5343\u500d\uff01\u4e3b\u56e0\u5728\u65bcLLM\u300c\u9813\u609f\u9ede\u300d\uff08Emergent point\uff09\uff0c\u5927\u81f4\u7dad\u6301\u572810B\u5de6\u53f3\u7684\u8cc7\u6599\u898f\u6a21\uff0c\u624d\u6703\u5927\u5e45\u63d0\u5347\u5176\u5275\u610f\u667a\u6167\u3002<\/p>\n

 <\/p>\n

\u9032\u800c\u9020\u5c312013~2023\u5e74\u9593\u300cAI 1.0\u968e\u6bb5\u300d\uff0c\u4ee5\u9451\u5225\u5f0fAI\u6a21\u578b\u70ba\u4e3b\uff0c\u900f\u904e\u8d8a\u591a\u8d8a\u597d\u7684\u6a19\u8a18\u8cc7\u6599\u4f9b\u6df1\u5ea6\u5b78\u7fd2\u6216\u76e3\u7763\uff1b\u4ee5\u53caAI 2.0\u968e\u6bb5\u7684\u751f\u6210\u5f0fAI\u901a\u624d\u6a21\u578b\uff0c\u5247\u5f37\u8abf\u53ef\u89f8\u985e\u65c1\u901a\uff0c\u53ea\u9700\u5c11\u91cf\u8cc7\u6599\u5c31\u80fd\u5feb\u901f\u77ad\u89e3\u8207\u61c9\u7528\uff0c\u4e0d\u5fc5\u5927\u91cf\u6a19\u8a18\u8cc7\u6599\u8a13\u7df4\u5c07\u66f4\u6709\u6548\u7387\uff0c\u4e26\u5c07\u4e4b\u5c0e\u5165\u908a\u7de3\uff08Edge AI\uff09\u61c9\u7528\u3002<\/p>\n

 <\/p>\n

\u90ed\u67cf\u6751\u9032\u4e00\u6b65\u6307\u51fa\uff0c\u904e\u53bbAI 1.0\u7684\u8868\u73fe\u4e0a\u96d6\u7136\u5728\u7279\u6b8a\u5c08\u624d\u9818\u57df\u70ba\u5f37\u9805\uff0c\u5982Alphago\uff0c\u537b\u7121\u6cd5\u88ab\u8907\u88fd\u5230\u8de8\u9818\u57df\u61c9\u7528\uff08\u9077\u79fb\u5b78\u7fd2\uff09\uff0c\u4f8b\u5982\u5c07\u91ab\u7642CT\u8fa8\u8b58\u75c5\u7076\u6a21\u578b\u8f49\u79fb\u81f3AOI\u8fa8\u8b58\u7522\u54c1\u7455\u75b5\uff0c\u4e14\u8017\u8cbb\u7b97\u529b\u8cc7\u6e90\u8f03\u5c11\u3002\u9762\u81e8\u554f\u984c\u9084\u662f\u9700\u8981\u5f9e\u982d\u8490\u96c6\u3001\u6a19\u8a3b\u5927\u91cf\u53c3\u6578\u8cc7\u6599\uff0c\u8a13\u7df4\u76e3\u7763\u5f0f\u6a21\u578b\u8fed\u4ee3\u9032\u5316\uff0c\u8017\u8cbb\u5927\u91cf\u6642\u9593\u8207\u6210\u672c\uff1b\u5f85\u4f7f\u7528\u8d85\u904e\u4e00\u6bb5\u6642\u9593\u9084\u8981\u91cd\u65b0\u8a13\u7df4\uff0c\u4ee5\u514d\u6e96\u78ba\u5ea6\u8870\u9000\u3002<\/p>\n

 <\/p>\n

AI 2.0\u7d50\u69cb\u5247\u76f8\u5c0d\u7c21\u55ae\uff0c\u7d93\u904e\u4e0d\u65b7\u64f4\u5927\u8a9e\u8a00\u6a21\u578b\u548c\u53c3\u6578\u8a13\u7df4\uff0c\u5148\u7d93\u904e\u9077\u79fb\u5b78\u7fd2\u8f49\u5316\u800c\u8de8\u8db3\u5404\u5f0f\u5404\u6a23\u9818\u57df\u3002\u4f46\u7f3a\u9ede\u662f\u56e0\u6b64\u8d8a\u9577\u8d8a\u5927\u7684\u5efa\u6a21\u3001\u8a13\u7df4\u6210\u672c\uff0c\u975e\u53f0\u7063\u4e2d\u5c0f\u4f01\u696d\u80fd\u627f\u64d4\u3002\u7814\u83ef\u4e5f\u70ba\u6b64\u63a8\u51faInstant AI\u529f\u80fd\uff0c\u6a21\u578b\u67b6\u69cb\u55ae\u4e00\uff0c\u53ef\u6e1b\u5c11\u4f7f\u7528\u8cc7\u6599\u91cf\u8207\u6642\u9593\uff0c\u5bb9\u6613\u518d\u8a13\u7df4\uff0c\u66f4\u5feb\u5c0e\u5165Edge AI\u61c9\u7528\u3002<\/p>\n

 <\/p>\n

\u4e26\u5feb\u901f\u5efa\u7acb\u4ee5Foundation Model\u7684LLM\u901a\u624d\u80fd\u529b\u70ba\u57fa\u790e\uff0c\u7528\u4f86\u89e3\u6c7a\u50b3\u7d71AOI\u7455\u75b5\u6aa2\u6e2c\u5e38\u898b\u7570\u5e38\u6aa2\u6e2c\u3001\u7269\u4ef6\u8a08\u6578\u7b49\u9ad8\u5ea6\u901a\u7528\u6027\u5834\u57df\uff0c\u50c5\u9808\u8a72\u6a21\u578b\u7684\u524d\u4e2d\u6bb5\u7522\u751f\u7684\u7455\u75b5\u7279\u5fb5\uff0c\u7d93\u58d3\u7e2e\u81f310~20%\u53c3\u6578\u91cf\u7684\u6a23\u672c\u6578\u5c11\uff0c\u7d04\u8017\u75281\/10\u8cc7\u6e90\u3002\u56e0\u6b64\u90e8\u7f72\u5bb9\u6613\uff0c\u9069\u5408\u591a\u6a23\u8de8\u9818\u57df\u7522\u696d\uff0c\u800c\u4e0d\u5fc5\u91cd\u982d\u518d\u8a13\u7df4\uff0c\u5373\u53ef\u642d\u914d\u9069\u5408\u7684\u786c\u8edf\u9ad4\u5728Edge\u88dd\u7f6e\u904b\u884c\uff0c\u5206\u5225\u627e\u51faOK\/NG\u4ef6\uff0c\u6e96\u78ba\u5ea6\u5df2\u4e0d\u8f38\u4eba\u773c\uff0c\u9084\u53ef\u4ee57\u592924hr\u5168\u5e74\u7121\u4f11\u3002<\/p>\n


<\/p>\n

<\/p>\n\n\n\n
\"\u5716\u4e09<\/a><\/p>\n\n\n\n
\u5716\u4e09 : \u56e0\u61c9AI 2.0\u8de8\u8db3\u5404\u5f0f\u5404\u6a23\u9818\u57df\uff0c\u696d\u8005\u4e5f\u70ba\u6b64\u5feb\u901f\u5efa\u7acb\u4ee5Foundation Model\u7684LLM\u901a\u624d\u80fd\u529b\u70ba\u57fa\u790e\uff0c\u6e1b\u5c11\u6240\u4f7f\u7528\u53c3\u6578\u91cf\u53ca\u8017\u7528\u8cc7\u6e90\uff0c\u800c\u80fd\u5728Edge\u88dd\u7f6e\u904b\u884c\u3002\uff08source\uff1a nvidia\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

<\/center><\/p>\n

\u7d50\u5408\u96f2\u7aef\u670d\u52d9\u5546LLM\u3000\u63d0\u9ad8\u751f\u6210\u5f0fAI\u5e73\u6c11\u5316\u50f9\u503c<\/p>\n

\u76ee\u524d\u751f\u6210\u5f0fAI\u6a21\u578b\u5c64\u8a13\u7df4\u5c08\u624d\u5c0f\u8a9e\u8a00\u6a21\u578b\u60c5\u5883\u5171\u6982\u5206\u70ba3\u985e\uff1a\u7aef\u5c0d\u7aef\u61c9\u7528\uff0c\u4f7f\u7528\u81ea\u6709\u6a21\u578b\u958b\u767c\u4e00\u822c\u61c9\u7528\uff1b\u6216\u8207\u5925\u4f34\uff08\u958b\u767c\u5546\uff09\u5408\u4f5c\uff0c\u900f\u904eAPI\u81ea\u52d5\u63a5\u53d6\u9589\/\u958b\u6e90\u901a\u7528\u578b\u5927\u8a9e\u8a00\u6a21\u578b\uff1b\u518d\u52a0\u5165\u4f01\u696d\u5782\u76f4\u9818\u57df\u61c9\u7528\uff0c\u518d\u4ee5\u5fae\u8abf\u6a21\u578b\uff0c\u771f\u6b63\u9054\u5230AI\u5e73\u6c11\u5316\u3002<\/p>\n

 <\/p>\n

\u5018\u82e5\u4f01\u696d\u5167\u90e8\u6c92\u6709\u5408\u683c\u7684IT\u4eba\u54e1\u6642\uff0c\u4fbf\u80fd\u8acb\u6c42\u5916\u63f4\uff1b\u6216\u662f\u5c07\u61c9\u7528\u5c64\u76f4\u63a5\u5efa\u7acb\u5728\u4f01\u696d\u79c1\u6709\u96f2\u4e0a\uff0c\u6c7a\u5b9a\u63a1\u53d6\u958b\u6e90\u6216\u9589\u6e90\uff1b\u540c\u6642\u5efa\u7acb\u4f7f\u7528\u898f\u7bc4\uff0c\u5728\u751f\u6210\u5f8c\u5373\u6642\u53cd\u994b\uff0c\u4ee5\u9632\u6b62\u6a5f\u5bc6\u6578\u64da\u5916\u6d29\u98a8\u96aa\uff0c\u9084\u80fd\u4fdd\u6301\u5546\u696d\u5316\u7684\u7af6\u722d\u529b\u3002<\/p>\n

 <\/p>\n

\u5982\u4f9dAmazon\u4e9e\u99ac\u905c\u6280\u8853\u9577Werner Vogels\u9810\u6e2c2024\u5e74\u672a\u4f86\u6280\u8853\u8da8\u52e2\uff0cLLM\u6a21\u578b\u5c07\u958b\u59cb\u5f62\u6210\u66f4\u5ee3\u6cdb\u7684\u5168\u7403\u5316\u8996\u89d2\uff0c\u62d3\u5c55\u8996\u91ce\u4e26\u7406\u89e3\u6587\u5316\u3002\u5176\u4e2d\u6709\u5169\u500b\u7814\u7a76\u9818\u57df\u5c07\u767c\u63ee\u95dc\u9375\u4f5c\u7528\uff1a<\/p>\n

 <\/p>\n

\u4e00\u3001\u57fa\u65bcAI\u56de\u994b\u7684\u5f37\u5316\u5b78\u7fd2\uff08reinforcement learning from AI feedback\uff0cRLAIF\uff09\uff0c\u5373\u4e00\u500b\u6a21\u578b\u53ef\u4ee5\u5438\u6536\u53e6\u4e00\u500b\u6a21\u578b\u7684\u56de\u994b\uff0c\u4e0d\u540c\u7684\u6a21\u578b\u4e4b\u9593\u80fd\u76f8\u4e92\u5f71\u97ff\uff0c\u85c9\u6b64\u66f4\u65b0\u5c0d\u4e0d\u540c\u6587\u5316\u6982\u5ff5\u7684\u7406\u89e3\uff1b<\/p>\n

 <\/p>\n

\u4e8c\u3001\u900f\u904e\u81ea\u6211\u8faf\u8ad6\uff0c\u5373\u4e00\u500b\u6a21\u578b\u7684\u591a\u500b\u57f7\u884c\u500b\u9ad4\u751f\u6210\u56de\u61c9\u4e4b\u5f8c\uff0c\u518d\u91dd\u5c0d\u6bcf\u500b\u56de\u61c9\u7684\u6709\u6548\u6027\u53ca\u80cc\u5f8c\u7684\u63a8\u8ad6\u5c55\u958b\u8faf\u8ad6\uff0c\u5f97\u5230\u4e00\u81f4\u7684\u56de\u61c9\u3002<\/p>\n

 <\/p>\n

\u9019\u5169\u500b\u7814\u7a76\u9818\u57df\u90fd\u80fd\u964d\u4f4e\u8a13\u7df4\u548c\u5fae\u8abf\u6a21\u578b\u6240\u9700\u7684\u4eba\u529b\u6210\u672c\uff0cLLM\u6a21\u578b\u9084\u80fd\u5728\u76f8\u4e92\u5b78\u7fd2\u7684\u904e\u7a0b\u4e2d\uff0c\u5f9e\u4e0d\u540c\u6587\u5316\u7684\u8996\u89d2\u7372\u5f97\u5c0d\u8907\u96dc\u793e\u6703\u7684\u7406\u89e3\uff0c\u78ba\u4fdd\u6a21\u578b\u63d0\u4f9b\u66f4\u5177\u97cc\u6027\u548c\u6e96\u78ba\u6027\u7684\u56de\u61c9\u3002<\/p>\n

 <\/p>\n

\u9078\u64c7\u667a\u6167\u88fd\u9020\u9818\u57df<\/p>\n

\u9032\u800c\u5c0e\u5165\u88fd\u9020\u5834\u57df\u7684\u6f5b\u5728\u61c9\u7528\uff0c\u5305\u62ec\uff1a\u5354\u52a9\u6316\u6398\u65b0\u5e02\u5834\u6a5f\u6703\u8207\u7522\u54c1\u9700\u6c42\uff1b\u52a0\u901f\u5275\u65b0\u7522\u54c1\u8a2d\u8a08\u53ca\u7372\u5f97\u512a\u5316\uff1b\u81ea\u52d5\u751f\u6210\u8edf\u9ad4\u7cfb\u7d71\u3001\u5de5\u5177\u6a5f\u3001\u81ea\u52d5\u5316\u88dd\u7f6e\u3001\u6a5f\u5668\u4eba\u6240\u9700\u63a7\u5236\u7a0b\u5f0f\uff1b\u589e\u52a0\u4f01\u696d\u5efa\u69cb\u77e5\u8b58\u7ba1\u7406\u7cfb\u7d71\u80fd\u529b\u8207\u964d\u4f4e\u6210\u672c\uff0c\u4e26\u900f\u904e\u8cc7\u6599\u5feb\u901f\u64f7\u53d6\u3001\u5f59\u6574\uff0c\u63d0\u4f9b\u4f5c\u696d\u4eba\u54e1\u5373\u6642\u8f14\u52a9\uff1b\u900f\u904e\u667a\u6167\u5316\u4eba\u6a5f\u4ecb\u9762\uff0c\u5f37\u5316\u6a5f\u5668\u4eba\u3001\u8a2d\u5099\u63a7\u5236\u8207\u4eba\u6a5f\u5354\u4f5c\u80fd\u529b\u3002<\/p>\n


<\/p>\n

<\/p>\n\n\n\n
\"\u5716\u56db<\/a><\/p>\n\n\n\n
\u5716\u56db : \u76ee\u524d\u751f\u6210\u5f0fAI\u5df2\u9010\u6b65\u5c0e\u5165\u88fd\u9020\u5834\u57df\u7684\u6f5b\u5728\u61c9\u7528\u3002\uff08source\uff1a\u5de5\u7814\u9662\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

<\/center><\/p>\n

\u5c24\u5176\u662f\u5728\u300c\u63a7\u5236\u7a0b\u5f0f\u81ea\u52d5\u751f\u6210\u300d\uff0c\u56e0\u70ba\u5728\u88fd\u9020\u9818\u57df\u6709\u8a31\u591a\u5de5\u4f5c\uff0c\u90fd\u6703\u6d89\u53ca\u5230\u8edf\u9ad4\u958b\u767c\u8207\u7a0b\u5f0f\u64b0\u5beb\u3002\u5305\u62ec\u5404\u985e\u88fd\u9020\u8207\u751f\u7522\u7ba1\u7406\u8cc7\u8a0a\u7cfb\u7d71\u3001\u6578\u4f4d\u63a7\u5236\uff08CNC\uff09\u5de5\u5177\u6a5f\u548c\u52a0\u5de5\u7a0b\u5f0f\uff08NC code\uff09\u3001\u5404\u985e\u61c9\u7528\u65bc\u81ea\u52d5\u5316\u88dd\u7f6e\u53ca\u5de5\u696d\u6a5f\u5668\u4eba\u7684\u53ef\u7a0b\u5f0f\u63a7\u5236\u5668\uff08PLC\uff09\u7a0b\u5f0f\u7b49\uff0c\u53ef\u8b93\u7814\u767c\u3001\u88fd\u9020\u9818\u57df\u7684\u5de5\u7a0b\u5e2b\uff0c\u900f\u904e\u751f\u6210\u5f0fAI\u81ea\u52d5\u7522\u751f\u7a0b\u5f0f\u78bc\u3001\u9032\u884c\u5dee\u88dc\u8207\u9664\u932f\uff0c\u52a0\u901f\u8edf\u9ad4\u8207\u63a7\u5236\u7cfb\u7d71\u958b\u767c\u66f4\u65b0\u3002<\/p>\n

 <\/p>\n

Siemens\u516c\u53f8\u4e5f\u57282023\u5e74\u5fb7\u570b\u6f22\u8afe\u5a01\u5de5\u696d\u5c55\u4e2d\uff0c\u5c55\u793a\u65d7\u4e0b\u5de5\u7a0b\u5718\u968a\u5982\u4f55\u900f\u904e\u81ea\u7136\u8a9e\u8a00\u8f38\u5165\uff0c\u7531\u751f\u6210\u5f0fAI\u81ea\u52d5\u7522\u751fPLC\u7a0b\u5f0f\u78bc\uff0c\u4f86\u5354\u52a9\u8edf\u9ad4\u958b\u767c\u4eba\u54e1\u548c\u81ea\u52d5\u5316\u5de5\u7a0b\u5e2b\uff0c\u6e1b\u5c11\u8edf\u9ad4\u958b\u767c\u6642\u9593\u548c\u4eba\u70ba\u7de8\u5beb\u7a0b\u5f0f\u932f\u8aa4\u7684\u6a5f\u6703\u3002<\/p>\n

 <\/p>\n

\u65bc\u300c\u667a\u6167\u5316\u4eba\u6a5f\u4ecb\u9762\u300d\uff0c\u5247\u53ef\u4ee5\u7d50\u5408\u8a9e\u97f3\u8fa8\u8b58\u6280\u8853\uff0c\u5efa\u69cb\u51fa\u80fd\u7406\u89e3\u4eba\u985e\u81ea\u7136\u8a9e\u8a00\uff0c\u4e26\u9032\u884c\u6709\u610f\u7fa9\u5c0d\u8a71\u7684\u667a\u6167\u5316\u4eba\u6a5f\u4ecb\u9762\u3002\u7d93\u904e\u6d41\u66a2\u6587\u5b57\u8207\u4f7f\u7528\u8005\u5c0d\u8a71\uff0c\u61c9\u7528\u5728\u5404\u7a2e\u88fd\u9020\u5834\u57df\u7684\u6a5f\u53f0\u8207\u8a2d\u5099\u64cd\u4f5c\u3001\u7dad\u8b77\uff0c\u5be6\u73fe\u4eba\u6a5f\u5354\u4f5c\u4e26\u63d0\u4f9b\u66f4\u5feb\u901f\u7684\u5ba2\u6236\u670d\u52d9\u3002<\/p>\n

 <\/p>\n

\u5982\u4eca\u5305\u62ecGoogle\u53caMicrosoft\u516c\u53f8\uff0c\u90fd\u5728\u5617\u8a66\u767c\u5c55\u4ee5\u751f\u6210\u5f0fAI\u5229\u7528\u81ea\u7136\u8a9e\u8a00\u6216\u611f\u6e2c\u5f71\u50cf\u8cc7\u6599\uff0c\u4f86\u5be6\u73fe\u66f4\u7c21\u4fbf\u7684\u6307\u63ee\u6a5f\u5668\u4eba\u5b8c\u6210\u6307\u5b9a\u5de5\u4f5c\u7684\u63a7\u5236\u65b9\u6848\uff1b\u672a\u4f86\u4e5f\u53ef\u80fd\u51fa\u73fe\u53ef\u8207\u64cd\u4f5c\u4eba\u54e1\u5c0d\u8a71\u7684\u52a0\u5de5\u6a5f\u68b0\u8a2d\u5099\uff0c\u80fd\u4f9d\u64da\u81ea\u7136\u8a9e\u8a00\u5feb\u901f\u8a2d\u5b9a\u5de5\u4f5c\u7a0b\u5e8f\uff0c\u6216\u63d0\u51fa\u7570\u5e38\u8b66\u793a\u3001\u5efa\u8b70\u6545\u969c\u6392\u9664\u65b9\u6848\u3002\u4f9dGoogle\u7814\u7a76\u986f\u793a\uff0c\u56e0\u6b64\u5c07\u5927\u5e45\u964d\u4f4e\u6a5f\u5668\u4eba\u5c0e\u5165\u9580\u6abb\uff0c\u6e1b\u5c11\u5c08\u696d\u4eba\u54e1\u6559\u5c0e\u6216\u7de8\u7a0b\u9700\u6c42\uff0c\u589e\u52a0\u4f7f\u7528\u5f48\u6027\u8207\u4fbf\u5229\u6027\u3002<\/p>\n

 <\/p>\n

\u5229\u7528AI\u5e73\u6c11\u5546\u696d\u5316\u3000\u5be6\u73fe\u88fd\u9020\u696d\u8f49\u578b\u6709\u611f\u5347\u7d1a<\/p>\n

\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u7531\u65bc\u88fd\u9020\u696d\u5c0e\u5165AI\u8f49\u578b\u9084\u9808\u7559\u610f3\u5927\u91cd\u9ede\uff1a\u9996\u5148\u662f\u5b8c\u6210\u80fd\u5920\u5be6\u8e10\u6578\u4f4d\u5206\u8eab\u7684\u8cc7\u6599\u6578\u4f4d\u5316\uff0c\u8b93\u7814\u767c\u3001\u7ba1\u7406\u5230\u88fd\u9020\u6d41\u7a0b\u540c\u6b65\u4e26\u9032\uff0c\u52a0\u901f\u7522\u54c1\u4e0a\u5e02\uff1b\u5176\u6b21\u662f\u5584\u7528\u96f2\u7aef\u5e73\u53f0\uff0c\u964d\u4f4e\u5c0d\u65bcAI\u9ad8\u901f\u7b97\u529b\u548c\u5132\u5b58\u7a7a\u9593\u7b49\u786c\u9ad4\u5efa\u69cb\u7684\u6602\u8cb4\u6210\u672c\uff0c\u6253\u9020\u5718\u968a\u5354\u4f5c\u57fa\u5730\u3002<\/p>\n

 <\/p>\n

\u6700\u5f8c\u662f\u6311\u9078\u5177\u5099AI\u548c\u6a5f\u68b0\u5b78\u7fd2\u7684\u8a13\u7df4\u5de5\u5177\u548c\u6a21\u578b\uff0c\u900f\u904e\u8edf\u9ad4\u81ea\u4e3b\u5b78\u7fd2\u4f7f\u7528\u8005\u7684\u8a2d\u8a08\u7fd2\u6163\u548c\u559c\u597d\u4e0d\u65b7\u9032\u5316\uff0c\u9032\u800c\u5177\u5099\u81ea\u52d5\u8a2d\u8a08\u7684\u6548\u80fd\uff0c\u628a\u7522\u54c1\u751f\u547d\u9031\u671f\u7684\u7684\u6642\u9593\u7559\u7d66\u524d\u671f\u5275\u65b0\uff0c\u4e5f\u6709\u52a9\u65bc\u88fd\u9020\u696d\u5438\u5f15\u3001\u57f9\u8a13\u7559\u624d\u3002<\/p>\n

 <\/p>\n

\u53f0\u7063\u81ea2022\u5e74TIMTOS x TMTS\u806f\u5c55\u4ee5\u4f86\uff0c\u6578\u4f4d\u5206\u8eab\uff08Digital twin\uff09\u6280\u8853\u5df2\u9010\u6f38\u5c0e\u5165\u5de5\u5177\u6a5f\u5927\u5ee0\u7684\u61c9\u7528\u60c5\u5883\uff0c\u672a\u4f86\u9084\u53ef\u671b\u929c\u63a5\u9451\u5225\/\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\uff08AI\uff09\u61c9\u7528\u3002\u5229\u7528\u53f0\u7063\u6a5f\u68b0\u696d\u65e2\u6709\u300c\u842c\u6a5f\u806f\u7db2\u4e0a\u96f2\u300d\u70ba\u57fa\u790e\uff0c\u53d6\u5f97\u5927\u91cf\u6578\u64da\u9032\u884c\u5206\u6790\u3001\u6a21\u64ec\uff1b\u4e32\u806f\u5de5\u5177\u6a5f\u7522\u696d\u5171\u901a\u6a19\u6e96\uff0c\u958b\u767c\u6240\u9700App\u5fae\u670d\u52d9\u5c0f\u7a0b\u5f0f\u61c9\u7528\uff0c\u9678\u7e8c\u6295\u5165\u7d44\u88dd\u92b7\u552e\u524d\u7814\u767c\u8a2d\u8a08\u3001\u552e\u5f8c\u7dad\u904b\u6559\u80b2\u8a13\u7df4\u53ca\u7dad\u4fee\u7b49\u670d\u52d9\uff1b\u9032\u800c\u63d0\u4f9b\u7d42\u7aef\u52a0\u5de5\u696d\u8005\uff0c\u5c0e\u5165AI\u4f86\u512a\u5316\u751f\u7522\u88fd\u7a0b\u3001\u5275\u65b0\u5546\u52d9\u6a21\u5f0f\uff0c\u5171\u540c\u5be6\u73fe\u6c38\u7e8c\u667a\u6167\u88fd\u9020\u3002<\/p>\n

 <\/p>\n

\u8fd1\u671f\u5de5\u7814\u9662\u5357\u5206\u9662\u4eba\u5de5\u667a\u6167\u61c9\u7528\u90e8\u526f\u7d93\u7406\u6c5f\u5b9c\u9716\uff0c\u4e5f\u767c\u8868\u5de5\u7814\u9662\u5ef6\u7e8c\u591a\u5e74\u4f86\u6295\u5165\u7814\u767c\u6709\u6210\uff0c\u800c\u63d0\u51fa\u6578\u4f4d\u5316\u88fd\u7a0b\u8a2d\u5099\u95dc\u9375\u53c3\u6578\u81ea\u4e3b\u8abf\u6821\u6280\u8853\uff0c\u4e26\u5c0e\u5165\u751f\u6210\u5f0fAI\u61c9\u7528\u3002\u5206\u5225\u91dd\u5c0d\u4e00\u822c\u8a2d\u5099\u9032\u5ee0\u5f8c\uff0c\u5fc5\u6703\u6b77\u7d93\u7684\u8abf\u6a5f\u2192\u904b\u884c\u2192\u7dad\u904b\u2192\u7dad\u4fee\u7b49\u6d41\u7a0b\u3002<\/p>\n

 <\/p>\n

\u5305\u62ec\u53ef\u5148\u5229\u7528\u300c\u6d41\u7a0b\u81ea\u52d5\u5316\u6a5f\u5668\u4eba\u300d\uff08RPA\uff09\u8edf\u9ad4+AI\uff0c\u5e03\u5efa\u5de5\u696d\u7528\u7570\u8cea\u7db2\u8def\uff0c\u8490\u96c6\u6240\u6709\u73fe\u5834\u8cc7\u8a0a\u5f8c\u96c6\u4e2d\u65bc\u96f2\u5e73\u53f0\uff0c\u8b93\u5360\u64da\u6a5f\u5668\u751f\u547d\u9031\u671f\uff08Lifecycle\uff09\u6700\u9577\u7684\u8a2d\u5099\u904b\u4f5c\u72c0\u614b\u806f\u7db2\u53ef\u8996\u5316\uff0c\u52a0\u4ee5\u76e3\u63a7\u3001\u8a3a\u65b7\u3002<\/p>\n

 <\/p>\n

\u9032\u800c\u5c07\u611f\u6e2c\u6578\u64da\u5316\u7e41\u70ba\u7c21\uff0c\u8f14\u52a9\u81ea\u6211\u8a3a\u65b7\u8207\u73fe\u5834\u6c7a\u7b56\u6578\u4f4d\u5316\uff0c\u9810\u5148\u5f97\u77e5\u6a5f\u5668\u8a2d\u5099\u7570\u5e38\u6216\u5065\u5eb7\u72c0\u614b\u3002\u5230\u4e86\u7dad\u4fee\u968e\u6bb5\uff0c\u5373\u53ef\u4e32\u806f\u8a2d\u5099\u7dad\u8b77\u624b\u518a\u8207\u7dad\u4fee\u8a18\u9304\uff0c\u7531\u751f\u6210\u5f0fAI\u7522\u751f\u6709\u7528\u8cc7\u8a0a\uff0c\u5354\u52a9\u73fe\u5834\u4eba\u54e1\u5feb\u901f\u5b8c\u6210\u7dad\u4fee\u4fdd\u990a\u3001\u8abf\u6574\u53c3\u6578\uff1b\u6216\u662f\u900f\u904e\u52d5\u614b\u5b78\u7fd2\u5c08\u5bb6\u611f\u5b98\u7d93\u9a57\uff0c\u9054\u6210\u667a\u80fd\u8abf\u5149\u7684\u89d2\u5ea6\u3001\u5f37\u5ea6\u3001\u8272\u57df\u7b49\u53c3\u6578\u6700\u4f73\u5316\u3002<\/p>\n

 <\/p>\n

\u5de5\u7814\u9662\u8fd1\u5e7e\u5e74\u4f86\u4e5f\u900f\u904e\u667a\u6167\u6a5f\u68b0\u96f2\u5e73\u53f0\uff0c\u7a4d\u6975\u8207\u5176\u4ed6\u6cd5\u4eba\u55ae\u4f4d\u5408\u4f5c\uff0c\u958b\u767c\u591a\u6a23App\u61c9\u7528\u8edf\u9ad4\uff0c\u6e05\u67e5\u8a2d\u5099\u5404\u53c3\u6578\u7684\u52a0\u5de5\u80fd\u529b\u548c\u5f71\u97ff\uff0c\u5feb\u901f\u8abf\u6574\u8a2d\u5b9a\u503c\u8207\u5be6\u969b\u503c\u7684\u8aa4\u5dee\uff1b\u5be6\u73fe\u8a2d\u5099\u4f5c\u696d\u8a8d\u77e5\u6d41\u7a0b\u81ea\u52d5\u5316\uff0c\u7531RPA\u63d0\u5347\u8a2d\u5099\u6548\u7387\u8207\u5be6\u73fe\u6c38\u7e8c\u7dad\u904b<\/p>\n

 <\/p>\n

\u6c5f\u5b9c\u9716\u5f37\u8abf\u5de5\u7814\u9662\u76ee\u524d\u7121\u610f\u81ea\u884c\u767c\u5c55LLM\uff0c\u800c\u662f\u7ad9\u5728\u5de8\u4eba\u7684\u80a9\u8180\u4e0a\u767c\u5c55\u61c9\u7528\uff0c\u7531\u5c08\u5bb6\u6293\u65b9\u5411\u8207\u539f\u7406\uff0c\u9078\u64c7\u96f2\u7aef\u958b\u6e90\u6216\u9589\u6e90\u65b9\u5f0f\uff0c\u518d\u900f\u904eAI\u63a2\u7d22\u6578\u64da\u95dc\u806f\uff0c\u4e26\u53d6\u5f97\u6b63\u78ba\u8cc7\u6599\u512a\u5316\u53c3\u6578\u3001\u52a0\u5feb\u8abf\u6a5f\u8a66\u9a57\u7684\u5b78\u7fd2\u8a13\u7df4\u6642\u9593\uff0c\u52a0\u901f\uff0c\u4f7f\u5f97\u8a2d\u5099\u904b\u4f5c\u6700\u4f73\u5316\u3002<\/p>\n


<\/p>\n

<\/p>\n\n\n\n
\"\u5716\u4e94<\/a><\/p>\n\n\n\n
\u5716\u4e94 : \u5de5\u7814\u9662\u5ef6\u7e8c\u591a\u5e74\u4f86\u6295\u5165\u63a8\u5ee3\u667a\u6167\u6a5f\u68b0\u96f2\u6709\u6210\uff0c\u800c\u5206\u5225\u91dd\u5c0d\u4e00\u822c\u8a2d\u5099\u9032\u5ee0\u5f8c\uff0c\u5fc5\u6703\u6b77\u7d93\u7684\u8abf\u6a5f\u2192\u904b\u884c\u2192\u7dad\u904b\u2192\u7dad\u4fee\u7b49\u6d41\u7a0b\uff0c\u5c0e\u5165\u751f\u6210\u5f0fAI\u61c9\u7528\u3002\uff08source\uff1a\u5de5\u7814\u9662\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

<\/center><\/p>\n

\u6b64\u5916\uff0c\u7531\u65bc\u9762\u5c0d\u88fd\u7a0b\u5927\u91cf\u8a2d\u5099\uff0c\u6bcf\u53f0\u6a5f\u5668\u9700\u8981\u5efa\u7acb\u4e00\u500b\u6a21\u578b\uff0c\u5c0e\u81f4AI\u6a21\u578b\u9069\u7576\u8abf\u6821\u6210\u70ba\u4e00\u5927\u554f\u984c\u3002\u6240\u4ee5\u5de5\u7814\u9662\u4e5f\u900f\u904e\u7d50\u5408AI\u5efa\u6a21\u8207\u7ba1\u7406\u5e73\u53f0\uff0c\u964d\u4f4eAI\u6a21\u578b\u5efa\u7f6e\u9580\u6abb\uff0c\u5927\u5e45\u7e2e\u77ed\u958b\u767c\u6642\u9593\uff0c\u53ef\u8b93\u5404\u9818\u57df\u5c08\u5bb6\u81ea\u884c\u5efa\u7f6e\u3001\u8abf\u6821\u8207\u6301\u7e8c\u7ba1\u7406AI\u6a21\u578b\uff0c\u4f30\u8a083\u500b\u6708\u5167\u53ef\u5efa\u7f6e\u4e26\u4e0a\u7dda400\u591a\u500b\u6a21\u578b\u3002<\/p>\n

 <\/p>\n

\u63a5\u8457\u5229\u7528\u667a\u6167\u6a5f\u68b0\u96f2\u63a8\u51fa\u6b21\u4e16\u4ee3\u667a\u6167\u5e73\u53f0\uff0c\u5c07\u5c0e\u5165\u6578\u4f4d\u5206\u8eab\u548c\u751f\u6210\u5f0fAI\uff0c\u4e26\u6574\u5408\u570b\u969b\u5143\u5b87\u5b99\u53ca\u5c08\u696d\u6a21\u64ec\u8edf\u9ad4\uff0c\u958b\u767c\u591a\u6a23\u5316\u6a21\u64ec\u5de5\u5177\uff0c\u512a\u5316\u8a2d\u8a08\u8207\u88fd\u7a0b\uff1b\u4e32\u806f\u5730\u7aef\u5fae\u670d\u52d9\u53ca\u6c7a\u7b56\uff0c\u767c\u5c55\u865b\u5be6\u6574\u5408\u667a\u6167\u5de5\u5ee0\u3002<\/p>\n

 <\/p>\n

\u672a\u4f86\u900f\u904e\u4f48\u7f72\u8a2d\u5099\u6c38\u7e8c\u7dad\u904b\u667a\u6167\u5316\u7cfb\u7d71\uff0c\u53ef\u5728\u96fb\u5b50\u534a\u5c0e\u9ad4\u3001\u7d21\u7e54\u3001\u91d1\u5c6c\u52a0\u5de5\u7b49\u7522\u696d\uff0c\u61c9\u7528\u65bc\u820a\u6a5f\u64cd\u4f5c\u529f\u80fd\u5347\u7d1a\uff0c\u6eff\u8db3\u65e2\u6709\u7522\u7dda\u6aa2\u6e2c\u81ea\u52d5\u5316\u7684\u591a\u6a23\u6027\u9700\u6c42\uff1b\u900f\u904eAI+RPA\u8207\u8173\u672c\u5316\u6a5f\u5236\uff0c\u8b93\u5c08\u5bb6\u4f9d\u7d93\u9a57\u81ea\u884c\u8abf\u6574\u7dad\u904b\u6d41\u7a0b\uff0c\u53ef\u56e0\u61c9\u5c11\u91cf\u3001\u591a\u6a23\u5316\u751f\u7522\u9700\u6c42\uff0c\u81ea\u52d5\u4e14\u5feb\u901f\u6392\u9664\u7570\u5e38\u4f5c\u696d\uff0c\u6e1b\u8f15\u4eba\u54e1\u64cd\u4f5c\u8ca0\u64d4\uff0c\u589e\u52a0\u4f5c\u696d\u7522\u80fd\u548c\u6e1b\u78b3\uff0c\u5275\u9020\u672a\u4f86\u5177\u81ea\u6211\u751f\u7522\u7279\u8272\u7684\u667a\u6167\u7dad\u904b\u5de5\u5ee0\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u53f0\u7063\u4e2d\u5c0f\u898f\u6a21\u7684\u50b3\u7522\u88fd\u9020\u3001\u6a5f\u68b0\u8a2d\u5099\u696d\uff0c\u65e9\u57282010\u5e74\u958b\u59cb\uff0c\u9678\u7e8c\u63a8\u884c\u88fd\u9020\u670d\u52d9\u5316\u3001\u5de5\u696d4.0\u3001\u6578\u4f4d\u8f49\u578b\u7b49\uff0c\u5df2\u7fd2\u6163\u8490\u96c6 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[60],"tags":[],"class_list":["post-11077","post","type-post","status-publish","format-standard","hentry","category-60"],"_links":{"self":[{"href":"https:\/\/www.hcedu.org.tw\/new\/wp-json\/wp\/v2\/posts\/11077","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hcedu.org.tw\/new\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hcedu.org.tw\/new\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hcedu.org.tw\/new\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hcedu.org.tw\/new\/wp-json\/wp\/v2\/comments?post=11077"}],"version-history":[{"count":0,"href":"https:\/\/www.hcedu.org.tw\/new\/wp-json\/wp\/v2\/posts\/11077\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.hcedu.org.tw\/new\/wp-json\/wp\/v2\/media?parent=11077"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hcedu.org.tw\/new\/wp-json\/wp\/v2\/categories?post=11077"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hcedu.org.tw\/new\/wp-json\/wp\/v2\/tags?post=11077"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}