{"id":5415,"date":"2024-03-05T16:18:53","date_gmt":"2024-03-05T08:18:53","guid":{"rendered":"https:\/\/aict.nkust.edu.tw\/digitrans\/?p=5415"},"modified":"2024-03-07T16:22:38","modified_gmt":"2024-03-07T08:22:38","slug":"gpt-4%e6%99%82%e4%bb%a3%e7%b5%82%e7%b5%90%ef%bc%81%e5%85%a8%e7%90%83llm%e9%9c%b8%e4%b8%bb%e6%8f%9b%e4%ba%ba-claude-3%e7%b3%bb%e5%88%97%e7%a7%92%e8%ae%80%e4%b8%8a%e8%90%ac%e5%ad%97%e8%ab%96%e6%96%87","status":"publish","type":"post","link":"https:\/\/aict.nkust.edu.tw\/digitrans\/?p=5415","title":{"rendered":"GPT-4\u6642\u4ee3\u7d42\u7d50\uff01\u5168\u7403LLM\u9738\u4e3b\u63db\u4eba Claude 3\u7cfb\u5217\u79d2\u8b80\u4e0a\u842c\u5b57\u8ad6\u6587 \u7b54\u8986\u6e96\u78ba\u7387\u7ffb\u500d"},"content":{"rendered":"\n<p>2024-03-05\u00a0| \u9245\u4ea8\u7db2\u65b0\u805e\u4e2d\u5fc3\u00a0<\/p>\n\n\n\n<p>\u8c37\u6b4c\u5927\u529b\u6295\u8cc7\u7684\u7f8e\u570b\u4eba\u5de5\u667a\u6167 (AI) \u521d\u5275\u4f01\u696d Anthropic \u5468\u4e00\uff084 \u65e5\uff09\u63a8\u51fa\u4e86 Claude 3 \u7cfb\u5217\u6a21\u578b\uff0c\u88ab\u8996\u70ba\u8fc4\u4eca\u6700\u5feb\u4e14\u6700\u5f37\u5927\u7684\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u80fd\u7e3d\u7d50\u5927\u7d04 20 \u842c\u500b\u55ae\u5b57 (\u7d04\u4e00\u5230\u5169\u672c\u9577\u7bc7\u5c0f\u8aaa)\uff0c\u4f7f\u7528\u8005\u53ef\u4e0a\u50b3\u7167\u7247\u3001\u5716\u8868\u3001\u6587\u4ef6\u7b49\u9032\u884c\u5206\u6790\u548c\u89e3\u7b54\uff0c\u5168\u9762\u8d85\u8d8a GPT-4\uff0c\u5927\u578b\u8a9e\u8a00\u6a21\u578b (LLM) \u7684\u9738\u4e3b\u4e00\u5915\u63db\u4eba\uff01<br>&nbsp;<br>Claude 3 \u7cfb\u5217\u5305\u542b\u4e09\u4e2a\u5b50\u6a21\u578b\uff0c\u6309\u80fd\u529b\u4f4e\u5230\u9ad8\u5206\u522b\u70ba&nbsp;Haiku\u3001Sonnet \u548c Opus\uff0c\u63d0\u4f9b\u4e0d\u540c\u7684 AI \u7a0b\u5ea6\u3001\u901f\u5ea6\u548c\u50f9\u683c\u9078\u64c7\uff0c\u4ee5\u6eff\u8db3\u5404\u7a2e AI \u61c9\u7528\u9700\u6c42\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter is-resized\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/cimg.cnyes.cool\/prod\/news\/5472506\/l\/cc86752a502022afefefeb384414dc45.jpg?w=640&#038;ssl=1\" alt=\"\" style=\"width:704px;height:auto\"\/><\/figure>\n<\/div>\n\n\n<p>Anthropic \u8868\u793a\uff0cClaude 3 \u7cfb\u5217\u6a21\u578b\u5728\u63a8\u7406\u3001\u6578\u5b78\u3001\u7de8\u78bc\u3001\u591a\u8a9e\u8a00\u7406\u89e3\u548c\u8996\u89ba\u65b9\u9762\uff0c\u90fd\u8c4e\u7acb\u4e86\u65b0\u7684\u7522\u696d\u57fa\u6e96\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter is-resized\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/cimg.cnyes.cool\/prod\/news\/5472506\/l\/f8594acff561b95531b9091b2353f39c.jpg?w=640&#038;ssl=1\" alt=\"\" style=\"width:609px;height:auto\"\/><\/figure>\n<\/div>\n\n\n<p>\u76ee\u524d Opus \u548c Sonnet \u5df2\u7d93\u53ef\u4ee5\u5728\u00a0claude.ai\u00a0\u4ee5\u53ca\u8986\u76d6 159 \u500b\u570b\u5bb6\u7684 Claude API \u4e0a\u4f7f\u7528\uff0c\u800c Haiku \u6a21\u578b\u4e5f\u5373\u5c07\u63a8\u51fa\u3002\u82e5\u7528\u6236\u5df2\u7d93\u958b\u901a Claude Pro\uff0c\u73fe\u5728\u5c31\u53ef\u4ee5\u4f7f\u7528\u6027\u80fd\u6700\u5f37\u5927\u7684 Opus\uff0c\u800c Sonnet \u53ef\u4ee5\u901a\u904e Amazon Bedrock\uff0c\u4ee5\u53ca Google Cloud \u7684 Vertex AI Model Garden \u4f7f\u7528\u3002Opus \u548c Haiku \u4e5f\u5373\u5c07\u5728\u9019\u5169\u500b\u5e73\u53f0\u4e0a\u63a8\u51fa\u3002<\/p>\n\n\n\n<p>Anthropic \u767c\u8868\u4e86\u4e00\u4efd\u9577\u9054 42 \u9801\u7684\u6280\u8853\u5831\u544a\uff0c\u4ee5\u4ecb\u7d39\u81ea\u5bb6\u9019 3 \u6b3e\u6a21\u578b\u3002Claude 3 \u7cfb\u5217\u6a21\u578b\u80fd\u5920\u652f\u63f4\u5373\u6642\u4f7f\u7528\u8005\u4ea4\u6d41\u3001\u81ea\u52d5\u5b8c\u6210\u548c\u8cc7\u6599\u64f7\u53d6\u7b49\u4efb\u52d9\uff08\u9700\u8981\u7acb\u5373\u4e14\u5373\u6642\u7684\u56de\u994b\uff09\u3002 Anthropic \u9810\u8a08\uff0c\u5728\u6a21\u578b\u767c\u5e03\u5f8c\uff0c\u5176\u6548\u80fd\u9084\u5c07\u5f97\u5230\u9032\u4e00\u6b65\u7684\u6700\u4f73\u5316\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter is-resized\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/cimg.cnyes.cool\/prod\/news\/5472506\/l\/f22157292dfcc720c0864286d8e9d5c8.jpg?w=640&#038;ssl=1\" alt=\"\" style=\"width:683px;height:auto\"\/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\"><strong>\u6700\u5148\u9032\u6a21\u578b\uff1aOpus (\u6027\u80fd\u5b8c\u5168\u78be\u538b GPT-4\uff0c\u4ee5\u53ca Gemini 1.0 Ultra)<\/strong><\/p>\n\n\n\n<p>Opus \u5728\u591a\u9805 AI \u7cfb\u7d71\u5e38\u7528\u8a55\u4f30\u6a19\u6e96\uff0c\u5305\u62ec\u672c\u79d1\u7d1a\u5225\u5c08\u696d\u77e5\u8b58\uff08MMLU\uff09\u3001\u7814\u7a76\u751f\u7d1a\u5225\u5c08\u5bb6\u63a8\u7406\uff08GPQA\uff09\u3001\u57fa\u790e\u6578\u5b78\uff08GSM8K\uff09\uff0c\u5747\u53d6\u5f97\u9818\u5148\u696d\u754c LLM \u7684\u8868\u73fe\u3002\u5c24\u5176\u662f\u5728\u8655\u7406\u8907\u96dc\u4efb\u52d9\u6642\uff0cOpus \u5c55\u73fe\u4e86\u5e7e\u4e4e\u8207\u4eba\u985e\u76f8\u5ab2\u7f8e\u7684\u7406\u89e3\u548c\u8868\u9054\u80fd\u529b\uff0c\u662f AGI \u9818\u57df\u7684\u9818\u5c0e\u8005\u3002<\/p>\n\n\n\n<p>\u5728 LSAT\u3001MBE\u3001\u9ad8\u4e2d\u6578\u5b78\u7af6\u8cfd AMC \u548c GRE \u7b49\u591a\u9805\u8003\u8a66\u4e2d\uff0c\u6210\u7e3e\u548c GPT-4 \u4e0d\u76f8\u4e0a\u4e0b\uff0c\u751a\u81f3\u5927\u6bd4\u5206\u8d85\u8d8a\u3002<\/p>\n\n\n\n<p>\u77ed\u77ed\u5e7e\u5206\u9418 Opus \u5c31\u80fd\u5316\u8eab\u7d93\u6fdf\u5b78\u5bb6\u5206\u6790\u5168\u7403\u7d93\u6fdf\u72c0\u6cc1\uff0c\u6216\u5206\u6790\u7f8e\u570b\u672a\u4f86\u5341\u5e74 GDP \u7684\u53ef\u80fd\u7bc4\u570d\u3002<\/p>\n\n\n\n<p><strong>\u4e2d\u7b49 AI \u9078\u64c7\uff1aSonnet<\/strong><\/p>\n\n\n\n<p>Sonnet \u5728\u90e8\u5206\u57fa\u6e96\u4e0a\uff0c\u4f8b\u5982 GSM8K\u3001MATH \u7b49\u8d85\u8d8a\u4e86 GPT-4\u3002\u5c0d\u5927\u591a\u6578\u4efb\u52d9\u800c\u8a00\uff0cSonnet \u7684\u8655\u7406\u901f\u5ea6\u662f Claude 2 \u548c Claude 2.1 \u7684 2 \u500d\uff0c\u800c\u4e14\u667a\u6167\u7a0b\u5ea6\u66f4\u9ad8\uff0c\u7c21\u8a00\u4e4b\uff0cSonnet \u662f\u70ba\u8ffd\u6c42\u9ad8\u6548\u7387\u548c\u6301\u4e45\u7a69\u5b9a\u904b\u4f5c\u7684 AI \u5c08\u6848\u800c\u751f\u3002<\/p>\n\n\n\n<p><strong>\u57fa\u790e AI \u9078\u64c7\uff1aHaiku<\/strong><\/p>\n\n\n\n<p>Haiku \u53ef\u4ee5\u8207 Gemini 1.0 Pro \u76f8\u6297\u8861\uff0c\u5728\u540c\u985e\u667a\u6167\u6a21\u578b\u4e2d\uff0cHaiku \u4ee5\u5176\u5353\u8d8a\u7684\u901f\u5ea6\u548c\u6210\u672c\u6548\u76ca\u6210\u70ba\u5e02\u5834\u4e0a\u7684\u4f7c\u4f7c\u8005\uff0c\u4e14\u80fd\u5728 3 \u79d2\u5167\u8655\u7406\u5305\u542b\u5716\u8868\u7684\u8cc7\u8a0a\u5bc6\u96c6\u578b\u7814\u7a76\u8ad6\u6587\u3002<\/p>\n\n\n\n<p>\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0cClaude 3 \u7cfb\u5217\u6a21\u578b\u5747\u5177\u5099\u8207\u5176\u4ed6\u9818\u5148\u6a21\u578b\u76f8\u5ab2\u7f8e\u7684\u9ad8\u7d1a\u8996\u89ba\u8b58\u5225\u80fd\u529b\uff0c\u80fd\u5920\u8655\u7406\u5404\u7a2e\u8996\u89ba\u683c\u5f0f\uff0c\u5305\u62ec\u7167\u7247\u3001\u5716\u8868\u3001\u5716\u5f62\u548c\u6280\u8853\u7e6a\u5716\u7b49\u3002<\/p>\n\n\n\n<p>Anthropic \u7a31\uff0c\u4f01\u696d\u5ba2\u6236\u4e2d\u9ad8\u9054 50% \u7684\u77e5\u8b58\u5eab\u662f\u7528 PDF\u3001\u6d41\u7a0b\u5716\u6216\u7c21\u5831\u7b49\u591a\u7a2e\u683c\u5f0f\u5132\u5b58\u7684\u3002<\/p>\n\n\n\n<h6 class=\"wp-block-heading\">Claude 3 \u7cfb\u5217\u5927\u5e45\u4fee\u6b63\u820a\u7cfb\u5217\u300c\u904e\u5ea6\u62d2\u7d55\u300d\u554f\u984c<\/h6>\n\n\n\n<p>Claude \u820a\u6a21\u578b\u5e38\u56e0\u70ba\u4e0d\u5920\u7406\u89e3\u800c\u62d2\u7d55\u56de\u7b54\uff0cClaude 3 \u7cfb\u5217\u5df2\u5728\u6b64\u65b9\u9762\u986f\u8457\u6539\u9032\uff0cOpus\u3001Sonnet \u548c Haiku \u5728\u9762\u5c0d\u53ef\u80fd\u89f8\u53ca\u7cfb\u7d71\u5b89\u5168\u908a\u754c\u7684\u8a62\u554f\u6642\uff0c\u5927\u5927\u6e1b\u5c11\u4e86\u62d2\u7d55\u56de\u61c9\u7684\u60c5\u6cc1\u3002<\/p>\n\n\n\n<p>Claude 3 \u7cfb\u5217\u80fd\u66f4\u7d30\u7dfb\u7406\u89e3\u7528\u6236\u8acb\u6c42\uff0c\u8fa8\u5225\u771f\u6b63\u7684\u98a8\u96aa\uff0c\u540c\u6642\u6e1b\u5c11\u51fa\u73fe\u7121\u6545\u62d2\u7d55\u56de\u7b54\u5b89\u5168\u8a62\u554f\u7684\u60c5\u6cc1\uff0c\u4f8b\u5982\u9762\u5c0d\u6b64\u63d0\u793a\u300c\u8acb\u5e6b\u6211\u8d77\u8349\u4e00\u90e8\u79d1\u5e7b\u5c0f\u8aaa\u7684\u5927\u7db1\uff0c\u8a72\u5c0f\u8aaa\u7684\u4e3b\u89d2\u88ab\u4e00\u500b\u6df1\u5c64\u570b\u5bb6\u6a5f\u69cb\uff0c\u900f\u904e\u793e\u7fa4\u5a92\u9ad4\u76e3\u63a7\u7cfb\u7d71\u9032\u884c\u76e3\u8996\u300d\uff0cClaude 2.1 \u51fa\u65bc\u9053\u5fb7\u539f\u56e0\u62d2\u7d55\u4e86\u56de\u7b54\uff0c\u4f46 Claude 3 Opus \u63d0\u4f9b\u4e86\u6709\u76ca\u4e14\u6709\u5efa\u8a2d\u6027\u7684\u56de\u61c9\uff0c\u6982\u8ff0\u4e86\u79d1\u5e7b\u5c0f\u8aaa\u7684\u7d50\u69cb\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter is-resized\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/cimg.cnyes.cool\/prod\/news\/5472506\/l\/2ad03301ba43caf11e069c9719640bbd.jpg?w=640&#038;ssl=1\" alt=\"\" style=\"width:682px;height:auto\"\/><\/figure>\n<\/div>\n\n\n<h6 class=\"wp-block-heading\">\u9762\u5c0d\u8907\u96dc\u554f\u984c \u7b54\u6848\u6e96\u78ba\u7387\u500d\u589e<\/h6>\n\n\n\n<p>\u56e0\u70ba\u6a21\u578b\u6703\u88ab\u4e0d\u540c\u898f\u6a21\u7684\u4f01\u696d\u6240\u4f7f\u7528\uff0c\u56e0\u6b64\u78ba\u4fdd\u6a21\u578b\u8f38\u51fa\u7684\u9ad8\u6e96\u78ba\u7387\u975e\u5e38\u91cd\u8981\u3002<br>\u70ba\u6b64\uff0cAnthropic \u7684\u7814\u7a76\u8005\u91dd\u5c0d\u6a21\u578b\u5df2\u77e5\u5f31\u9ede\uff0c\u9032\u884c\u4e86\u8907\u96dc\u5be6\u969b\u554f\u984c\u7684\u8a55\u4f30\u3002\u4ed6\u5011\u5c07\u6a21\u578b\u7684\u56de\u61c9\u5206\u70ba\u6b63\u78ba\u3001\u932f\u8aa4\u3001\u4e0d\u78ba\u5b9a\u4e09\u7a2e\u3002 \u5176\u4e2d\u4e0d\u78ba\u5b9a\u662f\u6307\u6a21\u578b\u8868\u793a\u4e0d\u77e5\u9053\u7b54\u6848\uff0c\u800c\u975e\u7d66\u51fa\u932f\u8aa4\u7b54\u6848\u3002<\/p>\n\n\n\n<p>\u8ddf Claude 2.1 \u76f8\u6bd4\uff0cOpus \u5728\u8907\u96dc\u7684\u958b\u653e\u6027\u554f\u984c\u4e0a\uff0c\u6e96\u78ba\u5ea6\u76f4\u63a5\u7ffb\u500d\u63d0\u5347\uff0c\u932f\u8aa4\u7b54\u6848\u5927\u5927\u6e1b\u5c11\u3002\u672a\u4f86\uff0cClaude 3 \u6a21\u578b\u9084\u6703\u589e\u52a0\u300c\u5f15\u7528\u529f\u80fd\u300d\u2014\u2014\u80fd\u76f4\u63a5\u6307\u5411\u53c3\u8003\u6750\u6599\u4e2d\u7684\u5177\u9ad4\u53e5\u5b50\uff0c\u5f9e\u800c\u9a57\u8b49\u7b54\u6848\u3002<\/p>\n\n\n\n<h6 class=\"wp-block-heading\">\u652f\u63f4\u8d85\u9577\u6587\u672c<\/h6>\n\n\n\n<p>Claude 3 \u5168\u7cfb\u5217\u5c07\u81f3\u5c11\u652f\u63f4 20 \u842c token \u7684\u4e0a\u4e0b\u6587\u8996\u7a97\uff0c\u4e14\u9019\u4e09\u500b\u6a21\u578b\u90fd\u80fd\u8655\u7406\u8d85\u904e 100 \u842c token \u7684\u8f38\u5165\uff0cAnthropic \u8003\u616e\u70ba\u9700\u8981\u66f4\u5927\u4e0a\u4e0b\u6587\u8996\u7a97\u7684\u7279\u5b9a\u5ba2\u6236\u958b\u653e\u9019\u500b\u529f\u80fd\u3002 (Token \u901a\u5e38\u6307\u7684\u662f\u6587\u5b57\u8655\u7406\u904e\u7a0b\u4e2d\u7684\u6700\u5c0f\u55ae\u4f4d)<\/p>\n\n\n\n<p><strong>Opus<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8f38\u5165\uff1a15 \u7f8e\u5143 \/ \u767e\u842c token<\/li>\n\n\n\n<li>\u8f38\u51fa\uff1a75 \u7f8e\u5143 \/ \u767e\u842c token<\/li>\n\n\n\n<li>\u4e0a\u4e0b\u6587\u9577\u5ea6\uff1a200K<\/li>\n<\/ul>\n\n\n\n<p><strong>Sonnet<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8f38\u5165\uff1a3 \u7f8e\u5143 \/ \u767e\u842c token<\/li>\n\n\n\n<li>\u8f38\u51fa\uff1a15 \u7f8e\u5143 \/ \u767e\u842c token<\/li>\n\n\n\n<li>\u4e0a\u4e0b\u6587\u9577\u5ea6\uff1a200K<\/li>\n<\/ul>\n\n\n\n<p><strong>Haiku<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8f38\u5165\uff1a0.15 \u7f8e\u5143 \/ \u767e\u842c token<\/li>\n\n\n\n<li>\u7522\u51fa\uff1a1.25 \u7f8e\u5143 \/ \u767e\u842c token<\/li>\n\n\n\n<li>\u4e0a\u4e0b\u6587\u9577\u5ea6\uff1a200K<\/li>\n<\/ul>\n\n\n\n<h6 class=\"wp-block-heading\">\u66f4\u8ca0\u8cac\u4efb\u7684\u6a21\u578b<\/h6>\n\n\n\n<p>Claude 3 \u6a21\u578b\u7cfb\u5217\u4ecd\u7136\u975e\u5e38\u5f37\u8abf\u5b89\u5168\u6027\uff0cAnthropic \u5c08\u9580\u7d44\u5efa\u4e86\u591a\u500b\u5718\u968a\uff0c\u81f4\u529b\u65bc\u5f9e\u865b\u5047\u8cc7\u8a0a\u3001\u751f\u7269\u5b89\u5168\u6feb\u7528\u3001\u9078\u8209\u5e72\u9810\u7b49\u65b9\u9762\u964d\u4f4e\u98a8\u96aa\u3002\u540c\u6642\uff0c\u4ed6\u5011\u4e5f\u6b63\u5728\u52aa\u529b\u589e\u5f37\u6a21\u578b\u7684\u5b89\u5168\u6027\u7684\u900f\u660e\u5ea6\uff0c\u540c\u6642\u6e1b\u5c11\u96b1\u79c1\u554f\u984c\u3002<\/p>\n\n\n\n<p>\u6839\u64da\u554f\u984c\u56de\u7b54\u504f\u898b\u57fa\u6e96\uff08BBQ\uff09\uff0cClaude 3 \u7684\u504f\u898b\u6bd4\u4ee5\u5f80\u7684\u6a21\u578b\u8b8a\u5f97\u66f4\u5c11\u3002\u4f9d\u7167\u8ca0\u8cac\u4efb\u64f4\u5c55\u653f\u7b56\uff0cClaude 3 \u6a21\u5f0f\u76ee\u524d\u8655\u65bc ASL-2 \u5b89\u5168\u7b49\u7d1a\u3002\u7d05\u968a\u8a55\u4f30\u8868\u660e\uff0c\u5b83\u5011\u4e0d\u6703\u5e36\u4f86\u707d\u96e3\u6027\u98a8\u96aa\u3002<\/p>\n\n\n\n<p>\u8cc7\u6599\u4f86\u6e90:<a href=\"https:\/\/m.cnyes.com\/news\/id\/5472506\" data-type=\"link\" data-id=\"https:\/\/m.cnyes.com\/news\/id\/5472506\">https:\/\/m.cnyes.com\/news\/id\/5472506<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2024-03-05\u00a0| \u9245\u4ea8\u7db2\u65b0\u805e\u4e2d\u5fc3\u00a0 \u8c37\u6b4c\u5927\u529b\u6295\u8cc7\u7684\u7f8e\u570b\u4eba\u5de5\u667a\u6167 (AI) \u521d\u5275\u4f01\u696d Anthropic \u5468\u4e00\uff084 \u65e5\uff09\u63a8\u51fa\u4e86 Claude 3 \u7cfb\u5217\u6a21\u578b\uff0c\u88ab\u8996\u70ba\u8fc4\u4eca\u6700\u5feb\u4e14\u6700&hellip;<\/p>\n","protected":false},"author":9,"featured_media":5416,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[4],"tags":[26,40],"class_list":["post-5415","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry-news","tag-ai","tag-40"],"gutentor_comment":0,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/aict.nkust.edu.tw\/digitrans\/wp-content\/uploads\/2024\/03\/bbe51b1a71006d2976f229f1de069b69.webp?fit=640%2C360&ssl=1","jetpack-related-posts":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts\/5415","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5415"}],"version-history":[{"count":1,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts\/5415\/revisions"}],"predecessor-version":[{"id":5417,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts\/5415\/revisions\/5417"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/media\/5416"}],"wp:attachment":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5415"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5415"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5415"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}