COFFEXIUM v1.0

Name	Type	Size	Modified	Perms
..	Directory	—	1970-01-01 00:00	????
wp-admin	Directory	—	2025-04-04 16:01	0755
wp-content	Directory	—	2026-07-21 21:49	0755
wp-includes	Directory	—	2025-12-10 15:47	0755
HTACCESS .htaccess	HTACCESS	896 bytes	2026-07-19 14:53	0644
HTML health.html	HTML	3 bytes	2026-03-06 03:32	0644
PHP health.php	PHP	20 bytes	2026-03-03 16:03	0644
PHP index.php	PHP	405 bytes	2025-04-04 16:01	0644
TXT license.txt	TXT	19.44 KB	2025-12-10 15:47	0644
HTML readme.html	HTML	7.25 KB	2025-12-10 15:47	0644
TXT robots.txt	TXT	311 bytes	2026-06-09 02:42	0644
PHP wp-activate.php	PHP	7.18 KB	2025-12-10 15:47	0644
PHP wp-blog-header.php	PHP	351 bytes	2025-04-04 16:01	0644
PHP wp-comments-post.php	PHP	2.27 KB	2025-04-04 16:01	0644
PHP wp-config-sample.php	PHP	3.26 KB	2025-12-10 15:47	0644
PHP wp-config.php	PHP	3.91 KB	2026-02-08 11:01	0666
PHP wp-cron.php	PHP	5.49 KB	2025-04-04 16:01	0644
PHP wp-links-opml.php	PHP	2.43 KB	2025-12-10 15:47	0644
PHP wp-load.php	PHP	3.84 KB	2025-04-04 16:01	0644
PHP wp-login.php	PHP	50.23 KB	2025-12-10 15:47	0644
PHP wp-mail.php	PHP	8.52 KB	2025-12-10 15:47	0644
PHP wp-settings.php	PHP	30.33 KB	2025-12-10 15:47	0644
PHP wp-signup.php	PHP	33.71 KB	2025-04-15 21:11	0644
PHP wp-trackback.php	PHP	5.09 KB	2025-12-10 15:47	0644
PHP xmlrpc.php	PHP	3.13 KB	2025-04-15 21:11	0644

ChatGPT4\u3068\u306f\uff1f\u6700\u65b0\u30e2\u30c7\u30ebGPT-4o\u3068\u306e\u95a2\u4fc2\u3082\u89e3\u8aac<\/a><\/blockquote><\/iframe>\n<\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u5206\u985e\u3057\u305f\u3044\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u7528\u610f\u3059\u308b<\/h3>\n\n\n\n<p>\u6b21\u306b\u3001\u5206\u985e\u3057\u305f\u3044\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u305d\u306e\u3082\u306e\u3092\u7528\u610f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u3001\u30a2\u30f3\u30b1\u30fc\u30c8\u306e\u56de\u7b54\u3001SNS\u306e\u6295\u7a3f\u3001\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u306a\u3069\u3001\u5206\u985e\u306e\u76ee\u7684\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u306f\u69d8\u3005\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u306f\u3001Excel\u3084CSV\u3001\u307e\u305f\u306f\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u3067\u307e\u3068\u3081\u3066\u304a\u304f\u3068\u3001ChatGPT\u306b\u8aad\u307f\u8fbc\u307e\u305b\u308b\u969b\u306b\u30b9\u30e0\u30fc\u30ba\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3068\u304d\u3001\u30c7\u30fc\u30bf\u304c\u6574\u7406\u3055\u308c\u3066\u3044\u308b\u307b\u3069\u3001ChatGPT\u306f\u5185\u5bb9\u3092\u6b63\u78ba\u306b\u7406\u89e3\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u53ef\u80fd\u3067\u3042\u308c\u3070\u3001\u8aa4\u5b57\u8131\u5b57\u306e\u4fee\u6b63\u3084\u3001\u7121\u95a2\u4fc2\u306a\u60c5\u5831\u306e\u524a\u9664\u3068\u3044\u3063\u305f\u524d\u51e6\u7406\u3092\u884c\u3063\u3066\u304a\u304f\u3068\u3001\u5206\u985e\u306e\u7cbe\u5ea6\u304c\u3055\u3089\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3010\u30b3\u30d4\u30da\u3067OK\u3011ChatGPT\u3067\u30c6\u30ad\u30b9\u30c8\u3092\u5206\u985e\u3059\u308b\u624b\u9806\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b<\/h2>\n\n\n\n<p>\u3053\u3053\u304b\u3089\u306f\u3001\u5b9f\u969b\u306bChatGPT\u3092\u4f7f\u3063\u3066\u30c6\u30ad\u30b9\u30c8\u3092\u5206\u985e\u3059\u308b\u305f\u3081\u306e\u5177\u4f53\u7684\u306a\u624b\u9806\u3068\u3001\u305d\u306e\u307e\u307e\u30b3\u30d4\u30fc\u3057\u3066\u4f7f\u3048\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Step1\uff1a\u5206\u985e\u3057\u305f\u3044\u30c7\u30fc\u30bf\u3092ChatGPT\u306b\u8aad\u307f\u8fbc\u307e\u305b\u308b<\/li>\n\n\n\n<li>Step2\uff1a\u6700\u9069\u306a\u30ab\u30c6\u30b4\u30ea\u3092\u63d0\u6848\u3057\u3066\u3082\u3089\u3046\u30d7\u30ed\u30f3\u30d7\u30c8<\/li>\n\n\n\n<li>Step3\uff1a\u30ab\u30c6\u30b4\u30ea\u5206\u3051\u3092\u5b9f\u884c\u3057\u3066\u3082\u3089\u3046\u30d7\u30ed\u30f3\u30d7\u30c8<\/li>\n\n\n\n<li>Step4\uff1a\u7d50\u679c\u3092\u8868\u5f62\u5f0f\u3067\u51fa\u529b\u3057\u3066\u3082\u3089\u3046\u30d7\u30ed\u30f3\u30d7\u30c8<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u306e4\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u6cbf\u3063\u3066\u9032\u3081\u308b\u3053\u3068\u3067\u3001\u8ab0\u3067\u3082\u7c21\u5358\u304b\u3064\u6b63\u78ba\u306b\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u308c\u3067\u306f\u30011\u3064\u305a\u3064\u9806\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Step1\uff1a\u5206\u985e\u3057\u305f\u3044\u30c7\u30fc\u30bf\u3092ChatGPT\u306b\u8aad\u307f\u8fbc\u307e\u305b\u308b<\/h3>\n\n\n\n<p>\u307e\u305a\u306f\u3001\u5206\u985e\u3057\u305f\u3044\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092ChatGPT\u306b\u8aad\u307f\u8fbc\u307e\u305b\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u91cf\u304c\u591a\u3044\u5834\u5408\u306f\u3001\u4e00\u5ea6\u306b\u5168\u3066\u3092\u8cbc\u308a\u4ed8\u3051\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u8907\u6570\u56de\u306b\u5206\u3051\u3066\u5165\u529b\u3059\u308b\u3068\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u4eca\u56de\u306f\u3001\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u30e1\u30fc\u30eb\u3092\u5206\u985e\u3059\u308b\u30b1\u30fc\u30b9\u3092\u60f3\u5b9a\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3001\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u8cbc\u308a\u4ed8\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-cover\" style=\"min-height:225px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<pre class=\"wp-block-code\"><code>\u3053\u308c\u304b\u3089\u4ee5\u4e0b\u306e\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u5206\u985e\u3057\u307e\u3059\u3002\n\n\u30c7\u30fc\u30bf1: \u300c\u88fd\u54c1A\u306e\u6599\u91d1\u306b\u3064\u3044\u3066\u3001\u8a73\u7d30\u306a\u8cc7\u6599\u3092\u9001\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u300d\n\u30c7\u30fc\u30bf2: \u300c\u8cfc\u5165\u3057\u305f\u88fd\u54c1B\u304c\u6b63\u5e38\u306b\u52d5\u4f5c\u3057\u307e\u305b\u3093\u3002\u4ea4\u63db\u306f\u53ef\u80fd\u3067\u3059\u304b\uff1f\u300d\n\u30c7\u30fc\u30bf3: \u300c\u88fd\u54c1C\u306e\u65b0\u3057\u3044\u6a5f\u80fd\u306b\u3064\u3044\u3066\u3001\u4f7f\u3044\u65b9\u3092\u6559\u3048\u3066\u307b\u3057\u3044\u3067\u3059\u3002\u300d\n\u30c7\u30fc\u30bf4: \u300c\u3044\u3064\u3082\u304a\u4e16\u8a71\u306b\u306a\u3063\u3066\u304a\u308a\u307e\u3059\u3002\u6b21\u56de\u306e\u30bb\u30df\u30ca\u30fc\u65e5\u7a0b\u306f\u3044\u3064\u9803\u308f\u304b\u308a\u307e\u3059\u304b\uff1f\u300d\n\u30c7\u30fc\u30bf5: \u300c\u88fd\u54c1A\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u304c\u3001\u4ed6\u793e\u88fd\u54c1\u3068\u306e\u9055\u3044\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u300d<\/code><\/pre>\n<\/div>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Step2\uff1a\u6700\u9069\u306a\u30ab\u30c6\u30b4\u30ea\u3092\u63d0\u6848\u3057\u3066\u3082\u3089\u3046\u30d7\u30ed\u30f3\u30d7\u30c8<\/h3>\n\n\n\n<p>\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u307e\u305b\u305f\u3089\u3001\u6b21\u306b\u3069\u306e\u3088\u3046\u306a\u30ab\u30c6\u30b4\u30ea\u306b\u5206\u3051\u308b\u306e\u304c\u9069\u5207\u304b\u3001ChatGPT\u81ea\u8eab\u306b\u63d0\u6848\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u81ea\u5206\u3067\u30ab\u30c6\u30b4\u30ea\u3092\u8003\u3048\u308b\u624b\u9593\u304c\u7701\u3051\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u3088\u308a\u5ba2\u89b3\u7684\u3067\u9069\u5207\u306a\u5206\u985e\u8ef8\u3092\u898b\u3064\u3051\u3089\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u30b3\u30d4\u30fc\u3057\u3066\u4f7f\u3063\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<div class=\"wp-block-cover\" style=\"min-height:67px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<pre class=\"wp-block-code\"><code>\u4e0a\u8a18\u306e\u30c7\u30fc\u30bf\u7fa4\u3092\u5206\u985e\u3059\u308b\u306e\u306b\u6700\u9069\u306a\u30ab\u30c6\u30b4\u30ea\u30925\u3064\u63d0\u6848\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/code><\/pre>\n<\/div>\n<\/div><\/div>\n\n\n\n<p>\u3053\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001ChatGPT\u306f\u30c7\u30fc\u30bf\u306e\u5185\u5bb9\u3092\u5206\u6790\u3057\u3001\u300c\u6599\u91d1\u306b\u95a2\u3059\u308b\u554f\u3044\u5408\u308f\u305b\u300d\u300c\u88fd\u54c1\u306e\u4e0d\u5177\u5408\u30fb\u4ea4\u63db\u300d\u300c\u64cd\u4f5c\u65b9\u6cd5\u306e\u8cea\u554f\u300d\u300c\u30a4\u30d9\u30f3\u30c8\u306b\u95a2\u3059\u308b\u554f\u3044\u5408\u308f\u305b\u300d\u300c\u88fd\u54c1\u6bd4\u8f03\u30fb\u5c0e\u5165\u691c\u8a0e\u300d\u3068\u3044\u3063\u305f\u30ab\u30c6\u30b4\u30ea\u6848\u3092\u63d0\u793a\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Step3\uff1a\u30ab\u30c6\u30b4\u30ea\u5206\u3051\u3092\u5b9f\u884c\u3057\u3066\u3082\u3089\u3046\u30d7\u30ed\u30f3\u30d7\u30c8<\/h3>\n\n\n\n<p>ChatGPT\u304c\u63d0\u6848\u3057\u305f\u30ab\u30c6\u30b4\u30ea\u3001\u3042\u308b\u3044\u306f\u81ea\u5206\u3067\u6c7a\u3081\u305f\u30ab\u30c6\u30b4\u30ea\u3092\u5143\u306b\u3001\u5b9f\u969b\u306e\u5206\u985e\u4f5c\u696d\u3092\u4f9d\u983c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3069\u306e\u30ab\u30c6\u30b4\u30ea\u306b\u5206\u985e\u3059\u3079\u304d\u304b\u3001\u660e\u78ba\u306b\u6307\u793a\u3092\u4e0e\u3048\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<div class=\"wp-block-cover\" style=\"min-height:226px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<pre class=\"wp-block-code\"><code>\u5148\u307b\u3069\u63d0\u6848\u3055\u308c\u305f\u30ab\u30c6\u30b4\u30ea\u6848\u3092\u53c2\u8003\u306b\u3001\u4ee5\u4e0b\u306e5\u3064\u306e\u30ab\u30c6\u30b4\u30ea\u306b\u5206\u985e\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n#\u30ab\u30c6\u30b4\u30ea\n\u30fb\u6599\u91d1\u306b\u95a2\u3059\u308b\u554f\u3044\u5408\u308f\u305b\n\u30fb\u88fd\u54c1\u306e\u4e0d\u5177\u5408\n\u30fb\u64cd\u4f5c\u65b9\u6cd5\u306e\u8cea\u554f\n\u30fb\u5c0e\u5165\u524d\u306e\u76f8\u8ac7\n\u30fb\u305d\u306e\u4ed6<\/code><\/pre>\n<\/div>\n<\/div><\/div>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u6307\u793a\u3059\u308b\u3053\u3068\u3067\u3001ChatGPT\u306f\u5404\u30c7\u30fc\u30bf\u3092\u6307\u5b9a\u3055\u308c\u305f\u30ab\u30c6\u30b4\u30ea\u306e\u3044\u305a\u308c\u304b\u306b\u4ed5\u5206\u3051\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Step4\uff1a\u7d50\u679c\u3092\u8868\u5f62\u5f0f\u3067\u51fa\u529b\u3057\u3066\u3082\u3089\u3046\u30d7\u30ed\u30f3\u30d7\u30c8<\/h3>\n\n\n\n<p>\u5206\u985e\u7d50\u679c\u3092\u5f8c\u3067\u6d3b\u7528\u3057\u3084\u3059\u3044\u3088\u3046\u306b\u3001\u8868\u5f62\u5f0f\u3067\u51fa\u529b\u3057\u3066\u3082\u3089\u3046\u3068\u4fbf\u5229\u3067\u3059\u3002<\/p>\n\n\n\n<p>Excel\u3084\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u305d\u306e\u307e\u307e\u8cbc\u308a\u4ed8\u3051\u3066\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u3063\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<div class=\"wp-block-cover\" style=\"min-height:123px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<pre class=\"wp-block-code\"><code>\u5206\u985e\u7d50\u679c\u3092\u3001\u4ee5\u4e0b\u306e\u5f62\u5f0f\u306e\u8868\u3067\u51fa\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n| \u30c7\u30fc\u30bf\u756a\u53f7 | \u5185\u5bb9 | \u30ab\u30c6\u30b4\u30ea |\n|:---|:---|:---|<\/code><\/pre>\n<\/div>\n<\/div><\/div>\n\n\n\n<p>\u3053\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001ChatGPT\u306f\u6574\u5f62\u3055\u308c\u305f\u30de\u30fc\u30af\u30c0\u30a6\u30f3\u5f62\u5f0f\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5206\u985e\u7d50\u679c\u304c\u4e00\u76ee\u3067\u308f\u304b\u308a\u3084\u3059\u304f\u306a\u308a\u3001\u5831\u544a\u66f8\u306e\u4f5c\u6210\u3084\u30c7\u30fc\u30bf\u5206\u6790\u306e\u969b\u306b\u975e\u5e38\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3010\u5fdc\u7528\u7de8\u3011ChatGPT\u5206\u985e\u306e\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u4e8b\u4f8b7\u9078<\/h2>\n\n\n\n<p>\u3053\u3053\u304b\u3089\u306f\u3001ChatGPT\u306e\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u6a5f\u80fd\u304c\u3001\u5b9f\u969b\u306e\u30d3\u30b8\u30cd\u30b9\u30b7\u30fc\u30f3\u3067\u3069\u306e\u3088\u3046\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u308b\u306e\u304b\u3001\u5177\u4f53\u7684\u306a\u4e8b\u4f8b\u30927\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u81ea\u793e\u306e\u696d\u52d9\u306b\u5f53\u3066\u306f\u3081\u3066\u8003\u3048\u308b\u3053\u3068\u3067\u3001\u65b0\u305f\u306a\u696d\u52d9\u52b9\u7387\u5316\u306e\u30d2\u30f3\u30c8\u304c\u898b\u3064\u304b\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u305d\u308c\u3067\u306f\u30011\u3064\u305a\u3064\u9806\u306b\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u554f\u3044\u5408\u308f\u305b\u5185\u5bb9\u3092\u81ea\u52d5\u3067\u4ed5\u5206\u3051\u3001\u62c5\u5f53\u90e8\u7f72\u306b\u5272\u308a\u632f\u308b<\/h3>\n\n\n\n<p>\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u3084\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u90e8\u9580\u3067\u306f\u3001\u6bce\u65e5\u5927\u91cf\u306e\u30e1\u30fc\u30eb\u3084\u30c1\u30e3\u30c3\u30c8\u3067\u306e\u554f\u3044\u5408\u308f\u305b\u304c\u5bc4\u305b\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>ChatGPT\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001\u3053\u308c\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5185\u5bb9\u3092\u300c\u7dca\u6025\u5ea6\u9ad8\u300d\u300c\u88fd\u54c1A\u306b\u95a2\u3059\u308b\u8cea\u554f\u300d\u300c\u6599\u91d1\u30d7\u30e9\u30f3\u306b\u3064\u3044\u3066\u300d\u3068\u3044\u3063\u305f\u57fa\u6e96\u3067\u81ea\u52d5\u7684\u306b\u5206\u985e\u3057\u3001\u9069\u5207\u306a\u62c5\u5f53\u90e8\u7f72\u3084\u62c5\u5f53\u8005\u3078\u8fc5\u901f\u306b\u5272\u308a\u632f\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u8fd4\u4fe1\u307e\u3067\u306e\u6642\u9593\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3057\u3001\u9867\u5ba2\u6e80\u8db3\u5ea6\u306e\u5411\u4e0a\u306b\u7e4b\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3061\u3089\u306f\u3001LLM\u3068\u4ed6\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u6226\u7565\u306b\u3088\u308a\u3001\u30b5\u30dd\u30fc\u30c8\u30c1\u30b1\u30c3\u30c8\u5206\u985e\u306e\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<a href=\"https:\/\/medium.com\/@mondal.arup\/enhancing-support-ticket-classification-a-hybrid-llm-ml-strategy-for-real-world-accuracy-2df0abcd9e82\">https:\/\/medium.com\/@mondal.arup\/enhancing-support-ticket-classification-a-hybrid-llm-ml-strategy-for-real-world-accuracy-2df0abcd9e82<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1440\" height=\"854\" src=\"https:\/\/taskhub.jp\/wp-content\/uploads\/2025\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-09-25-16.34.35.png\" alt=\"\" class=\"wp-image-11340\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u30a2\u30f3\u30b1\u30fc\u30c8\u306e\u81ea\u7531\u56de\u7b54\u3092\u5206\u6790\u3057\u3001\u9867\u5ba2\u30cb\u30fc\u30ba\u3092\u628a\u63e1\u3059\u308b<\/h3>\n\n\n\n<p>\u30a2\u30f3\u30b1\u30fc\u30c8\u306e\u81ea\u7531\u56de\u7b54\u6b04\u306b\u306f\u3001\u9867\u5ba2\u306e\u7387\u76f4\u306a\u610f\u898b\u3084\u6f5c\u5728\u7684\u306a\u30cb\u30fc\u30ba\u3068\u3044\u3063\u305f\u8cb4\u91cd\u306a\u60c5\u5831\u304c\u8a70\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u305d\u306e\u30c6\u30ad\u30b9\u30c8\u91cf\u306f\u81a8\u5927\u3067\u3001\u5168\u3066\u306b\u76ee\u3092\u901a\u3057\u3066\u5206\u6790\u3059\u308b\u306e\u306f\u5927\u5909\u306a\u52b4\u529b\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>ChatGPT\u3092\u4f7f\u3048\u3070\u3001\u3053\u308c\u3089\u306e\u81ea\u7531\u56de\u7b54\u3092\u300c\u30dd\u30b8\u30c6\u30a3\u30d6\u306a\u610f\u898b\u300d\u300c\u30cd\u30ac\u30c6\u30a3\u30d6\u306a\u610f\u898b\u300d\u300c\u6539\u5584\u8981\u671b\u300d\u300c\u65b0\u6a5f\u80fd\u306e\u63d0\u6848\u300d\u306a\u3069\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5206\u985e\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u88fd\u54c1\u958b\u767a\u3084\u30b5\u30fc\u30d3\u30b9\u6539\u5584\u306e\u305f\u3081\u306e\u5177\u4f53\u7684\u306a\u30d2\u30f3\u30c8\u3092\u52b9\u7387\u7684\u306b\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>ChatGPT\u3092\u6d3b\u7528\u3057\u305f\u30a2\u30f3\u30b1\u30fc\u30c8\u5206\u6790\u306e\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b\u306b\u3064\u3044\u3066\u306f\u3001\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-taskhub wp-block-embed-taskhub\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"xblxdjKMSr\"><a href=\"https:\/\/taskhub.jp\/use-case\/chatgpt%e3%81%ab%e3%82%88%e3%82%8b%e3%82%a2%e3%83%b3%e3%82%b1%e3%83%bc%e3%83%88%e5%88%86%e6%9e%90%e3%83%bb%e9%9b%86%e8%a8%88%e3%81%ae%e5%ae%9f%e8%b7%b5%e7%9a%84%e3%83%97%e3%83%ad%e3%83%b3%e3%83%97\/\">ChatGPT\u306b\u3088\u308b\u30a2\u30f3\u30b1\u30fc\u30c8\u5206\u6790\u30fb\u96c6\u8a08\u306e\u5b9f\u8df5\u7684\u30d7\u30ed\u30f3\u30d7\u30c8\u5b8c\u5168\u7d39\u4ecb\u30ac\u30a4\u30c9<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"“ChatGPT\u306b\u3088\u308b\u30a2\u30f3\u30b1\u30fc\u30c8\u5206\u6790\u30fb\u96c6\u8a08\u306e\u5b9f\u8df5\u7684\u30d7\u30ed\u30f3\u30d7\u30c8\u5b8c\u5168\u7d39\u4ecb\u30ac\u30a4\u30c9” — Taskhub\" src=\"https:\/\/taskhub.jp\/use-case\/chatgpt%e3%81%ab%e3%82%88%e3%82%8b%e3%82%a2%e3%83%b3%e3%82%b1%e3%83%bc%e3%83%88%e5%88%86%e6%9e%90%e3%83%bb%e9%9b%86%e8%a8%88%e3%81%ae%e5%ae%9f%e8%b7%b5%e7%9a%84%e3%83%97%e3%83%ad%e3%83%b3%e3%83%97\/embed\/#?secret=2CGqCi5Wzp#?secret=xblxdjKMSr\" data-secret=\"xblxdjKMSr\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u5fdc\u52df\u8005\u306e\u30ec\u30b8\u30e5\u30e1\u3092\u5206\u985e\u3057\u3001\u63a1\u7528\u696d\u52d9\u3092\u52b9\u7387\u5316\u3059\u308b<\/h3>\n\n\n\n<p>\u63a1\u7528\u6d3b\u52d5\u306b\u304a\u3044\u3066\u3001\u591a\u304f\u306e\u5fdc\u52df\u8005\u304b\u3089\u9001\u3089\u308c\u3066\u304f\u308b\u5c65\u6b74\u66f8\u3084\u8077\u52d9\u7d4c\u6b74\u66f8\uff08\u30ec\u30b8\u30e5\u30e1\uff09\u306e\u78ba\u8a8d\u306f\u3001\u4eba\u4e8b\u62c5\u5f53\u8005\u306b\u3068\u3063\u3066\u5927\u304d\u306a\u8ca0\u62c5\u3067\u3059\u3002<\/p>\n\n\n\n<p>ChatGPT\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001\u30ec\u30b8\u30e5\u30e1\u306e\u5185\u5bb9\u3092\u89e3\u6790\u3057\u3001\u300c\u5fc5\u9808\u30b9\u30ad\u30eb\u306e\u6709\u7121\u300d\u300c\u7d4c\u9a13\u5e74\u6570\u300d\u300c\u5e0c\u671b\u8077\u7a2e\u300d\u3068\u3044\u3063\u305f\u57fa\u6e96\u3067\u81ea\u52d5\u7684\u306b\u5019\u88dc\u8005\u3092\u5206\u985e\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u63a1\u7528\u62c5\u5f53\u8005\u306f\u6761\u4ef6\u306b\u5408\u81f4\u3059\u308b\u53ef\u80fd\u6027\u306e\u9ad8\u3044\u5019\u88dc\u8005\u306b\u96c6\u4e2d\u3057\u3066\u6642\u9593\u3092\u5272\u304f\u3053\u3068\u304c\u3067\u304d\u3001\u63a1\u7528\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u306e\u52b9\u7387\u5316\u3068\u8cea\u306e\u5411\u4e0a\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3061\u3089\u306f\u3001\u6c4e\u7528LLM\u304c\u63a1\u7528\u306e\u30ec\u30b8\u30e5\u30e1\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u306b\u304a\u3044\u3066\u5c02\u9580\u7279\u5316\u30e2\u30c7\u30eb\u3088\u308a\u7cbe\u5ea6\u3084\u516c\u5e73\u6027\u3067\u52a3\u308b\u5834\u5408\u304c\u3042\u308b\u3053\u3068\u3092\u6307\u6458\u3057\u305f\u7814\u7a76\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<a href=\"https:\/\/arxiv.org\/html\/2507.02087v1\">https:\/\/arxiv.org\/html\/2507.02087v1<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9867\u5ba2\u30ea\u30b9\u30c8\u3092\u5c5e\u6027\u3054\u3068\u306b\u5206\u985e\u3057\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u65bd\u7b56\u306b\u6d3b\u304b\u3059<\/h3>\n\n\n\n<p>CRM\uff08\u9867\u5ba2\u95a2\u4fc2\u7ba1\u7406\uff09\u30b7\u30b9\u30c6\u30e0\u306b\u84c4\u7a4d\u3055\u308c\u305f\u9867\u5ba2\u30ea\u30b9\u30c8\u3092\u3001\u3088\u308a\u52b9\u679c\u7684\u306a\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6d3b\u52d5\u306b\u6d3b\u304b\u3059\u305f\u3081\u306b\u3082\u3001ChatGPT\u306e\u5206\u985e\u6a5f\u80fd\u306f\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u904e\u53bb\u306e\u8cfc\u8cb7\u5c65\u6b74\u3084\u554f\u3044\u5408\u308f\u305b\u5185\u5bb9\u304b\u3089\u3001\u9867\u5ba2\u3092\u300c\u9ad8\u95a2\u5fc3\u5c64\u300d\u300c\u5b89\u5b9a\u5c64\u300d\u300c\u96e2\u53cd\u4e88\u5099\u8ecd\u300d\u3068\u3044\u3063\u305f\u30bb\u30b0\u30e1\u30f3\u30c8\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u308c\u305e\u308c\u306e\u30bb\u30b0\u30e1\u30f3\u30c8\u306e\u7279\u6027\u306b\u5408\u308f\u305b\u305f\u30e1\u30fc\u30eb\u30de\u30ac\u30b8\u30f3\u3092\u914d\u4fe1\u3057\u305f\u308a\u3001\u500b\u5225\u306e\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u4f01\u753b\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3067\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u65bd\u7b56\u306e\u8cbb\u7528\u5bfe\u52b9\u679c\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5927\u91cf\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u3092\u6574\u7406\u30fb\u30ea\u30e9\u30a4\u30c8\u3059\u308b<\/h3>\n\n\n\n<p>\u9577\u5e74\u904b\u55b6\u3057\u3066\u3044\u308b\u30aa\u30a6\u30f3\u30c9\u30e1\u30c7\u30a3\u30a2\u306a\u3069\u3067\u306f\u3001\u904e\u53bb\u306e\u8a18\u4e8b\u304c\u5927\u91cf\u306b\u84c4\u7a4d\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u8a18\u4e8b\u3092\u6574\u7406\u3057\u3001\u60c5\u5831\u304c\u53e4\u304f\u306a\u3063\u305f\u3082\u306e\u3092\u30ea\u30e9\u30a4\u30c8\uff08\u66f8\u304d\u76f4\u3057\uff09\u3059\u308b\u3053\u3068\u306f\u3001SEO\u5bfe\u7b56\u3084\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u4fa1\u5024\u3092\u7dad\u6301\u3059\u308b\u4e0a\u3067\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>ChatGPT\u3092\u4f7f\u3048\u3070\u3001\u5927\u91cf\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u3092\u300c\u88fd\u54c1\u7d39\u4ecb\u300d\u300c\u30ce\u30a6\u30cf\u30a6\u300d\u300c\u4e8b\u4f8b\u7d39\u4ecb\u300d\u3068\u3044\u3063\u305f\u30ab\u30c6\u30b4\u30ea\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u5404\u8a18\u4e8b\u306e\u8981\u7d04\u3092\u751f\u6210\u3055\u305b\u305f\u308a\u3001\u5185\u5bb9\u306e\u91cd\u8907\u3092\u30c1\u30a7\u30c3\u30af\u3055\u305b\u305f\u308a\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u7ba1\u7406\u3084\u30ea\u30e9\u30a4\u30c8\u6226\u7565\u306e\u7acb\u6848\u304c\u52b9\u7387\u7684\u306b\u884c\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">FAQ\u3092\u81ea\u52d5\u751f\u6210\u3057\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u3092\u52b9\u7387\u5316\u3059\u308b<\/h3>\n\n\n\n<p>\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u306f\u3001FAQ\uff08\u3088\u304f\u3042\u308b\u8cea\u554f\uff09\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306e\u5b9d\u5eab\u3067\u3059\u3002<\/p>\n\n\n\n<p>ChatGPT\u306b\u904e\u53bb\u306e\u554f\u3044\u5408\u308f\u305b\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u307e\u305b\u3001\u300c\u540c\u69d8\u306e\u8cea\u554f\u300d\u3092\u30b0\u30eb\u30fc\u30d7\u5316\u30fb\u5206\u985e\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u3057\u3066\u3001\u5206\u985e\u3055\u308c\u305f\u8cea\u554f\u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306b\u3001\u6700\u3082\u7c21\u6f54\u3067\u5206\u304b\u308a\u3084\u3059\u3044\u56de\u7b54\u6848\u3092\u751f\u6210\u3055\u305b\u308c\u3070\u3001FAQ\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u52b9\u7387\u7684\u306b\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5145\u5b9f\u3057\u305fFAQ\u3092\u7528\u610f\u3059\u308b\u3053\u3068\u3067\u3001\u9867\u5ba2\u306f\u81ea\u5df1\u89e3\u6c7a\u3067\u304d\u308b\u554f\u984c\u304c\u5897\u3048\u3001\u7d50\u679c\u3068\u3057\u3066\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u90e8\u9580\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u4ef6\u6570\u524a\u6e1b\u306b\u7e4b\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5951\u7d04\u66f8\u3084\u6587\u66f8\u3092\u5206\u985e\u30fb\u7ba1\u7406\u3059\u308b<\/h3>\n\n\n\n<p>\u6cd5\u52d9\u90e8\u9580\u3084\u7ba1\u7406\u90e8\u9580\u3067\u306f\u3001\u65e5\u3005\u591a\u304f\u306e\u5951\u7d04\u66f8\u3084\u793e\u5185\u6587\u66f8\u3092\u53d6\u308a\u6271\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>ChatGPT\u306e\u5206\u985e\u6a5f\u80fd\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001\u3053\u308c\u3089\u306e\u6587\u66f8\u3092\u300c\u79d8\u5bc6\u4fdd\u6301\u5951\u7d04\u66f8\uff08NDA\uff09\u300d\u300c\u696d\u52d9\u59d4\u8a17\u5951\u7d04\u66f8\u300d\u300c\u8acb\u6c42\u66f8\u300d\u3068\u3044\u3063\u305f\u7a2e\u985e\u3054\u3068\u306b\u81ea\u52d5\u3067\u5206\u985e\u3057\u3001\u7ba1\u7406\u3092\u52b9\u7387\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u6587\u66f8\u306e\u5185\u5bb9\u3092\u8aad\u307f\u8fbc\u307e\u305b\u3066\u3001\u300c\u5951\u7d04\u671f\u9593\u300d\u300c\u5951\u7d04\u91d1\u984d\u300d\u300c\u91cd\u8981\u6761\u9805\u300d\u3068\u3044\u3063\u305f\u7279\u5b9a\u306e\u60c5\u5831\u3092\u62bd\u51fa\u3055\u305b\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u6587\u66f8\u7ba1\u7406\u306b\u304b\u304b\u308b\u6642\u9593\u3092\u524a\u6e1b\u3057\u3001\u30d2\u30e5\u30fc\u30de\u30f3\u30a8\u30e9\u30fc\u3092\u9632\u3050\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ChatGPT\u306e\u5206\u985e\u7cbe\u5ea6\u3092\u3055\u3089\u306b\u9ad8\u3081\u308b5\u3064\u306e\u30b3\u30c4<\/h2>\n\n\n\n<p>\u3053\u3053\u304b\u3089\u306f\u3001ChatGPT\u306e\u5206\u985e\u7cbe\u5ea6\u3092\u3055\u3089\u306b\u9ad8\u3081\u308b\u305f\u3081\u306e\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u4f5c\u6210\u306b\u304a\u3051\u308b5\u3064\u306e\u30b3\u30c4\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\u5206\u985e\u306e\u30eb\u30fc\u30eb\u3084\u76ee\u7684\u3092\u660e\u78ba\u306b\u4f1d\u3048\u308b<\/li>\n\n\n\n<li>\u5177\u4f53\u7684\u306a\u5206\u985e\u4f8b\u3092\u3044\u304f\u3064\u304b\u63d0\u793a\u3059\u308b<\/li>\n\n\n\n<li>\u300c\u3042\u306a\u305f\u306f\u3007\u3007\u306e\u5c02\u9580\u5bb6\u3067\u3059\u300d\u3068\u5f79\u5272\u3092\u4e0e\u3048\u308b<\/li>\n\n\n\n<li>\u4e00\u5ea6\u306b\u51e6\u7406\u3059\u308b\u30c7\u30fc\u30bf\u91cf\u3092\u8abf\u6574\u3059\u308b<\/li>\n\n\n\n<li>\u5206\u985e\u7d50\u679c\u304c\u4e0d\u5341\u5206\u306a\u5834\u5408\u306f\u8ffd\u52a0\u3067\u6307\u793a\u3092\u51fa\u3059<\/li>\n<\/ol>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30b3\u30c4\u3092\u62bc\u3055\u3048\u308b\u3053\u3068\u3067\u3001ChatGPT\u304b\u3089\u3088\u308a\u610f\u56f3\u306b\u6cbf\u3063\u305f\u3001\u7cbe\u5ea6\u306e\u9ad8\u3044\u5206\u985e\u7d50\u679c\u3092\u5f15\u304d\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3061\u3089\u306f\u3001LLM\u306e\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u306b\u304a\u3044\u3066\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5de5\u592b\u3088\u308a\u3082\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u5927\u5e45\u306b\u9ad8\u3044\u7cbe\u5ea6\u3092\u9054\u6210\u3059\u308b\u3053\u3068\u3092\u793a\u3057\u305f\u7814\u7a76\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<a href=\"https:\/\/www.mdpi.com\/2504-4990\/6\/4\/129\">https:\/\/www.mdpi.com\/2504-4990\/6\/4\/129<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1130\" height=\"860\" src=\"https:\/\/taskhub.jp\/wp-content\/uploads\/2025\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-09-25-16.31.44.png\" alt=\"\" class=\"wp-image-11338\"\/><\/figure>\n\n\n\n<p>\u305d\u308c\u3067\u306f\u30011\u3064\u305a\u3064\u9806\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u5206\u985e\u306e\u30eb\u30fc\u30eb\u3084\u76ee\u7684\u3092\u660e\u78ba\u306b\u4f1d\u3048\u308b<\/h3>\n\n\n\n<p>ChatGPT\u306b\u5206\u985e\u3092\u4f9d\u983c\u3059\u308b\u969b\u306f\u3001\u300c\u306a\u305c\u5206\u985e\u3059\u308b\u306e\u304b\u300d\u3068\u3044\u3046\u76ee\u7684\u3068\u3001\u300c\u3069\u306e\u3088\u3046\u306a\u57fa\u6e96\u3067\u5206\u985e\u3057\u3066\u307b\u3057\u3044\u306e\u304b\u300d\u3068\u3044\u3046\u30eb\u30fc\u30eb\u3092\u3001\u3067\u304d\u308b\u3060\u3051\u5177\u4f53\u7684\u306b\u4f1d\u3048\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u5358\u306b\u300c\u554f\u3044\u5408\u308f\u305b\u3092\u5206\u985e\u3057\u3066\u300d\u3068\u6307\u793a\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u300c\u9867\u5ba2\u6e80\u8db3\u5ea6\u5411\u4e0a\u306e\u305f\u3081\u3001\u554f\u3044\u5408\u308f\u305b\u5185\u5bb9\u3092\u7dca\u6025\u5ea6\u3068\u5185\u5bb9\u306e2\u8ef8\u3067\u5206\u985e\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u7dca\u6025\u5ea6\u306f\u300e\u9ad8\u30fb\u4e2d\u30fb\u4f4e\u300f\u3067\u3001\u5185\u5bb9\u306f\u300e\u6599\u91d1\u30fb\u6a5f\u80fd\u30fb\u305d\u306e\u4ed6\u300f\u3067\u304a\u9858\u3044\u3057\u307e\u3059\u300d\u306e\u3088\u3046\u306b\u3001\u80cc\u666f\u3084\u8a73\u7d30\u306a\u6761\u4ef6\u3092\u4f1d\u3048\u308b\u3053\u3068\u3067\u3001\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u306e\u7cbe\u5ea6\u304c\u683c\u6bb5\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u5177\u4f53\u7684\u306a\u5206\u985e\u4f8b\u3092\u3044\u304f\u3064\u304b\u63d0\u793a\u3059\u308b<\/h3>\n\n\n\n<p>AI\u306f\u5177\u4f53\u7684\u306a\u4f8b\uff08Few-shot\uff09\u304b\u3089\u5b66\u7fd2\u3059\u308b\u80fd\u529b\u306b\u9577\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5206\u985e\u306e\u30eb\u30fc\u30eb\u3092\u8a00\u8449\u3067\u8aac\u660e\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u3044\u304f\u3064\u304b\u306e\u5177\u4f53\u7684\u306a\u5206\u985e\u4f8b\u3092\u63d0\u793a\u3057\u3066\u3042\u3052\u308b\u3053\u3068\u3067\u3001ChatGPT\u306f\u5206\u985e\u306e\u57fa\u6e96\u3092\u3088\u308a\u6df1\u304f\u7406\u89e3\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u3053\u306e\u6587\u7ae0\u306f\u300e\u30dd\u30b8\u30c6\u30a3\u30d6\u300f\u300d\u300c\u3053\u306e\u6587\u7ae0\u306f\u300e\u30cd\u30ac\u30c6\u30a3\u30d6\u300f\u300d\u3068\u3044\u3063\u305f\u4f8b\u30922\u301c3\u500b\u793a\u3059\u3060\u3051\u3067\u3001AI\u306f\u30d1\u30bf\u30fc\u30f3\u3092\u63b4\u307f\u3001\u4ed6\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3082\u540c\u69d8\u306e\u57fa\u6e96\u3067\u6b63\u78ba\u306a\u5206\u985e\u3092\u884c\u3063\u3066\u304f\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306f\u300cFew-shot\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u300d\u3068\u547c\u3070\u308c\u308b\u30c6\u30af\u30cb\u30c3\u30af\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3061\u3089\u306f\u3001LLM\u306e\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u306b\u304a\u3044\u3066Few-shot\uff08\u5c11\u6570\u4e8b\u4f8b\u63d0\u793a\uff09\u304cZero-shot\uff08\u4e8b\u4f8b\u306a\u3057\uff09\u3088\u308a\u3082\u4e00\u8cab\u3057\u3066\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u3092\u793a\u3057\u305f\u7814\u7a76\u5831\u544a\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<a href=\"https:\/\/www.researchgate.net\/publication\/388959312_Benchmarking_Zero-Shot_vs_Few-Shot_Performance_in_LLMs\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.researchgate.net\/publication\/388959312_Benchmarking_Zero-Shot_vs_Few-Shot_Performance_in_LLMs<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u300c\u3042\u306a\u305f\u306f\u3007\u3007\u306e\u5c02\u9580\u5bb6\u3067\u3059\u300d\u3068\u5f79\u5272\u3092\u4e0e\u3048\u308b<\/h3>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5192\u982d\u3067\u3001\u300c\u3042\u306a\u305f\u306f\u719f\u7df4\u306e\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u3067\u3059\u300d\u300c\u3042\u306a\u305f\u306f\u512a\u79c0\u306a\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306e\u30ea\u30fc\u30c0\u30fc\u3067\u3059\u300d\u3068\u3044\u3063\u305f\u3088\u3046\u306b\u3001ChatGPT\u306b\u7279\u5b9a\u306e\u5f79\u5272\uff08\u30ed\u30fc\u30eb\uff09\u3092\u4e0e\u3048\u308b\u3053\u3068\u3082\u6709\u52b9\u306a\u30c6\u30af\u30cb\u30c3\u30af\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5f79\u5272\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001ChatGPT\u306f\u305d\u306e\u5c02\u9580\u5bb6\u306e\u8996\u70b9\u304b\u3089\u7269\u4e8b\u3092\u8003\u3048\u3001\u3088\u308a\u5c02\u9580\u7684\u3067\u8cea\u306e\u9ad8\u3044\u56de\u7b54\u3092\u751f\u6210\u3057\u3088\u3046\u3068\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u306b\u304a\u3044\u3066\u306f\u3001\u305d\u306e\u30c7\u30fc\u30bf\u306e\u30c9\u30e1\u30a4\u30f3\uff08\u5206\u91ce\uff09\u306b\u5408\u308f\u305b\u305f\u5c02\u9580\u5bb6\u3068\u3057\u3066\u306e\u5f79\u5272\u3092\u4e0e\u3048\u308b\u3053\u3068\u3067\u3001\u6587\u8108\u306e\u7406\u89e3\u5ea6\u304c\u6df1\u307e\u308a\u3001\u5206\u985e\u306e\u7cbe\u5ea6\u5411\u4e0a\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3061\u3089\u306f\u3001\u5c02\u9580\u5bb6\u306e\u5f79\u5272\u3092\u4e0e\u3048\u308b\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u304c\u3001\u7279\u306b\u5c02\u9580\u5206\u91ce\u3067\u306eLLM\u306e\u5206\u985e\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u3092\u5b9f\u8a3c\u3057\u305f\u8ad6\u6587\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<a href=\"https:\/\/www.researchgate.net\/publication\/379667988_An_Empirical_Evaluation_of_Prompting_Strategies_for_Large_Language_Models_in_Zero-Shot_Clinical_Natural_Language_Processing_Algorithm_Development_and_Validation_Study\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.researchgate.net\/publication\/379667988_An_Empirical_Evaluation_of_Prompting_Strategies_for_Large_Language_Models_in_Zero-Shot_Clinical_Natural_Language_Processing_Algorithm_Development_and_Validation_Study<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u4e00\u5ea6\u306b\u51e6\u7406\u3059\u308b\u30c7\u30fc\u30bf\u91cf\u3092\u8abf\u6574\u3059\u308b<\/h3>\n\n\n\n<p>\u975e\u5e38\u306b\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u4e00\u5ea6\u306b\u51e6\u7406\u3055\u305b\u3088\u3046\u3068\u3059\u308b\u3068\u3001ChatGPT\u306e\u6027\u80fd\u304c\u4f4e\u4e0b\u3057\u305f\u308a\u3001\u9014\u4e2d\u3067\u51e6\u7406\u304c\u6b62\u307e\u3063\u3066\u3057\u307e\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3082\u3057\u5206\u985e\u7d50\u679c\u306e\u7cbe\u5ea6\u304c\u4f4e\u3044\u3068\u611f\u3058\u305f\u5834\u5408\u306f\u3001\u4e00\u5ea6\u306b\u5165\u529b\u3059\u308b\u30c7\u30fc\u30bf\u306e\u91cf\u3092\u6e1b\u3089\u3057\u3001\u8907\u6570\u56de\u306b\u5206\u3051\u3066\u51e6\u7406\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u9006\u306b\u3001\u30c7\u30fc\u30bf\u91cf\u304c\u5c11\u306a\u3059\u304e\u308b\u3068\u6587\u8108\u3092\u7406\u89e3\u3057\u304d\u308c\u306a\u3044\u5834\u5408\u3082\u3042\u308b\u305f\u3081\u3001\u30bf\u30b9\u30af\u306e\u5185\u5bb9\u306b\u5fdc\u3058\u3066\u9069\u5207\u306a\u30c7\u30fc\u30bf\u91cf\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. \u5206\u985e\u7d50\u679c\u304c\u4e0d\u5341\u5206\u306a\u5834\u5408\u306f\u8ffd\u52a0\u3067\u6307\u793a\u3092\u51fa\u3059<\/h3>\n\n\n\n<p>\u4e00\u5ea6\u306e\u6307\u793a\u3067\u5b8c\u74a7\u306a\u7d50\u679c\u304c\u5f97\u3089\u308c\u306a\u3044\u5834\u5408\u3067\u3082\u3001\u8ae6\u3081\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>ChatGPT\u306f\u5bfe\u8a71\u5f62\u5f0f\u3067\u30bf\u30b9\u30af\u3092\u9032\u3081\u308b\u306e\u304c\u5f97\u610f\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u300c\u305d\u306e\u5206\u985e\u3067\u306f\u66d6\u6627\u306a\u306e\u3067\u3001\u3082\u3063\u3068\u57fa\u6e96\u3092\u53b3\u3057\u304f\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3084\u3001\u300c\u30ab\u30c6\u30b4\u30eaA\u306b\u5206\u985e\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066\u3001\u3055\u3089\u306b\u7d30\u304b\u304f\u5206\u985e\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3063\u305f\u3088\u3046\u306b\u3001\u8ffd\u52a0\u3067\u5177\u4f53\u7684\u306a\u6307\u793a\u3092\u4e0e\u3048\u308b\u3053\u3068\u3067\u3001\u7d50\u679c\u3092\u6bb5\u968e\u7684\u306b\u6539\u5584\u3057\u3066\u3044\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5bfe\u8a71\u3092\u91cd\u306d\u308b\u3053\u3068\u3067\u3001\u6700\u7d42\u7684\u306b\u7406\u60f3\u7684\u306a\u5206\u985e\u7d50\u679c\u306b\u305f\u3069\u308a\u7740\u304f\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ChatGPT\u3067\u5206\u985e\u3092\u884c\u3046\u969b\u306e\u6ce8\u610f\u70b9<\/h2>\n\n\n\n<p>\u3053\u3053\u304b\u3089\u306f\u3001ChatGPT\u3067\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u3092\u884c\u3046\u969b\u306b\u3001\u5fc5\u305a\u77e5\u3063\u3066\u304a\u304f\u3079\u304d\u6ce8\u610f\u70b9\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u306f\u5165\u529b\u3057\u306a\u3044<\/li>\n\n\n\n<li>\u751f\u6210\u3055\u308c\u305f\u5185\u5bb9\u304c\u6b63\u3057\u3044\u304b\u5fc5\u305a\u78ba\u8a8d\u3059\u308b<\/li>\n\n\n\n<li>\u8457\u4f5c\u6a29\u3092\u4fb5\u5bb3\u3057\u306a\u3044\u3088\u3046\u306b\u5229\u7528\u3059\u308b<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u6ce8\u610f\u70b9\u3092\u5b88\u3089\u306a\u3044\u3068\u3001\u60c5\u5831\u6f0f\u6d29\u3084\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u9055\u53cd\u3068\u3044\u3063\u305f\u91cd\u5927\u306a\u554f\u984c\u306b\u7e4b\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u308c\u3067\u306f\u30011\u3064\u305a\u3064\u9806\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u306f\u5165\u529b\u3057\u306a\u3044<\/h3>\n\n\n\n<p>ChatGPT\u306b\u5165\u529b\u3057\u305f\u30c7\u30fc\u30bf\u306f\u3001AI\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u3057\u3066\u5229\u7528\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u305f\u3081\u3001\u9867\u5ba2\u306e\u6c0f\u540d\u3084\u4f4f\u6240\u3001\u96fb\u8a71\u756a\u53f7\u3068\u3044\u3063\u305f\u500b\u4eba\u60c5\u5831\u3084\u3001\u793e\u5916\u79d8\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u60c5\u5831\u3001\u8ca1\u52d9\u30c7\u30fc\u30bf\u306a\u3069\u306e\u6a5f\u5bc6\u60c5\u5831\u3092\u7d76\u5bfe\u306b\u5165\u529b\u3057\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u4e07\u304c\u4e00\u3053\u308c\u3089\u306e\u60c5\u5831\u304c\u5916\u90e8\u306b\u6f0f\u6d29\u3057\u305f\u5834\u5408\u3001\u6df1\u523b\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u306b\u7e4b\u304c\u308b\u6050\u308c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5206\u985e\u3057\u305f\u3044\u30c7\u30fc\u30bf\u306b\u6a5f\u5bc6\u60c5\u5831\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u5fc5\u305a\u533f\u540d\u5316\u51e6\u7406\u3092\u884c\u3046\u304b\u3001\u5165\u529b\u3057\u306a\u3044\u3088\u3046\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u3053\u3061\u3089\u306f\u3001LLM\u304c\u5165\u529b\u3055\u308c\u305f\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u3092\u8a18\u61b6\u3057\u3001\u610f\u56f3\u305b\u305a\u6f0f\u6d29\u3055\u305b\u308b\u30ea\u30b9\u30af\u306b\u3064\u3044\u3066\u8ad6\u3058\u305f\u8ad6\u6587\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<a href=\"https:\/\/www.mdpi.com\/2673-2688\/5\/4\/134\">https:\/\/www.mdpi.com\/2673-2688\/5\/4\/134<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1856\" height=\"1592\" src=\"https:\/\/taskhub.jp\/wp-content\/uploads\/2025\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-09-25-16.33.21.png\" alt=\"\" class=\"wp-image-11339\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u751f\u6210\u3055\u308c\u305f\u5185\u5bb9\u304c\u6b63\u3057\u3044\u304b\u5fc5\u305a\u78ba\u8a8d\u3059\u308b<\/h3>\n\n\n\n<p>ChatGPT\u306f\u975e\u5e38\u306b\u9ad8\u6027\u80fd\u306aAI\u3067\u3059\u304c\u3001\u305d\u306e\u56de\u7b54\u304c100%\u6b63\u78ba\u3067\u3042\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u6642\u306b\u306f\u3001\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u60c5\u5831\u3092\u751f\u6210\u3057\u305f\u308a\u3001\u6587\u8108\u3092\u8aa4\u3063\u3066\u89e3\u91c8\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3092\u300c\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08\u5e7b\u899a\uff09\u300d\u3068\u547c\u3073\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u3001\u91cd\u8981\u306a\u610f\u601d\u6c7a\u5b9a\u306b\u95a2\u308f\u308b\u30c7\u30fc\u30bf\u306e\u5206\u985e\u3092\u884c\u3046\u5834\u5408\u306f\u3001AI\u306b\u3088\u308b\u81ea\u52d5\u5206\u985e\u306e\u7d50\u679c\u3092\u9d5c\u5451\u307f\u306b\u305b\u305a\u3001\u6700\u7d42\u7684\u306b\u306f\u5fc5\u305a\u4eba\u9593\u306e\u76ee\u3067\u5185\u5bb9\u3092\u78ba\u8a8d\u3057\u3001\u30c0\u30d6\u30eb\u30c1\u30a7\u30c3\u30af\u3092\u884c\u3046\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3061\u3089\u306fAI\u306e\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3092\u9632\u3050\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u3067\u3059\u3002 \u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-taskhub wp-block-embed-taskhub\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"cIb6sx09ce\"><a href=\"https:\/\/taskhub.jp\/use-case\/chatgpt-prevent-hallucination\/\">ChatGPT\u306e\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u5bfe\u7b56\u5b8c\u5168\u30ac\u30a4\u30c9\uff01\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u308b\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8a73\u3057\u304f\u7d39\u4ecb<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"“ChatGPT\u306e\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u5bfe\u7b56\u5b8c\u5168\u30ac\u30a4\u30c9\uff01\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u308b\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8a73\u3057\u304f\u7d39\u4ecb” — Taskhub\" src=\"https:\/\/taskhub.jp\/use-case\/chatgpt-prevent-hallucination\/embed\/#?secret=YbG2ddlIh4#?secret=cIb6sx09ce\" data-secret=\"cIb6sx09ce\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u8457\u4f5c\u6a29\u3092\u4fb5\u5bb3\u3057\u306a\u3044\u3088\u3046\u306b\u5229\u7528\u3059\u308b<\/h3>\n\n\n\n<p>\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u3084\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u306a\u3069\u3092\u5206\u985e\u306e\u5bfe\u8c61\u3068\u3059\u308b\u5834\u5408\u3001\u305d\u306e\u30c6\u30ad\u30b9\u30c8\u306e\u8457\u4f5c\u6a29\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4ed6\u8005\u304c\u8457\u4f5c\u6a29\u3092\u6301\u3064\u6587\u7ae0\u3092\u7121\u65ad\u3067\u30b3\u30d4\u30fc\u3057\u3066ChatGPT\u306b\u5165\u529b\u3057\u3001\u305d\u306e\u7d50\u679c\u3092\u5546\u696d\u5229\u7528\u3059\u308b\u3068\u3001\u8457\u4f5c\u6a29\u4fb5\u5bb3\u306b\u3042\u305f\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u3001\u5206\u985e\u3057\u305f\u7d50\u679c\u3092\u5143\u306b\u65b0\u305f\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3057\u3001\u516c\u958b\u3059\u308b\u3088\u3046\u306a\u30b1\u30fc\u30b9\u3067\u306f\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u81ea\u793e\u3067\u6a29\u5229\u3092\u6301\u3063\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3084\u3001\u8457\u4f5c\u6a29\u30d5\u30ea\u30fc\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3059\u308b\u306a\u3069\u3001\u5229\u7528\u898f\u7d04\u3084\u6cd5\u5f8b\u3092\u9075\u5b88\u3057\u305f\u4e0a\u3067\u6d3b\u7528\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ChatGPT\u306e\u5206\u985e\u6a5f\u80fd\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n<p>\u3053\u3053\u304b\u3089\u306f\u3001ChatGPT\u306e\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u6a5f\u80fd\u306b\u95a2\u3057\u3066\u3001\u591a\u304f\u306e\u4eba\u304c\u62b1\u304f\u7591\u554f\u70b9\u306b\u3064\u3044\u3066Q&A\u5f62\u5f0f\u3067\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7121\u6599\u7248\u3067\u3082\u4f7f\u3048\u308b\u306e\u304b\u3001\u65e5\u672c\u8a9e\u306e\u7cbe\u5ea6\u306f\u3069\u306e\u304f\u3089\u3044\u304b\u3001\u3068\u3044\u3063\u305f\u70b9\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7121\u6599\u7248\uff08GPT-3.5\uff09\u3067\u3082\u5206\u985e\u306f\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>\u306f\u3044\u3001\u7121\u6599\u7248\u3067\u5229\u7528\u3067\u304d\u308bGPT-3.5\u3067\u3082\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u6a5f\u80fd\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u306f\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5358\u7d14\u306a\u30ad\u30fc\u30ef\u30fc\u30c9\u306b\u57fa\u3065\u3044\u305f\u4ed5\u5206\u3051\u3084\u3001\u6bd4\u8f03\u7684\u7c21\u5358\u306a\u5185\u5bb9\u306e\u6587\u7ae0\u5206\u985e\u3067\u3042\u308c\u3070\u3001\u7121\u6599\u7248\u3067\u3082\u5341\u5206\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u8a18\u4e8b\u3067\u7d39\u4ecb\u3057\u305f\u3088\u3046\u306a\u3001\u6587\u8108\u3084\u30cb\u30e5\u30a2\u30f3\u30b9\u306e\u6df1\u3044\u7406\u89e3\u304c\u6c42\u3081\u3089\u308c\u308b\u9ad8\u5ea6\u306a\u5206\u985e\u3092\u884c\u3044\u305f\u3044\u5834\u5408\u306f\u3001\u6709\u6599\u7248\u306eGPT-4\u3092\u5229\u7528\u3059\u308b\u65b9\u304c\u5727\u5012\u7684\u306b\u9ad8\u3044\u7cbe\u5ea6\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u65e5\u672c\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8\u3082\u6b63\u78ba\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>\u306f\u3044\u3001ChatGPT\u306f\u65e5\u672c\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8\u3082\u975e\u5e38\u306b\u9ad8\u3044\u7cbe\u5ea6\u3067\u5206\u985e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u5927\u91cf\u306e\u65e5\u672c\u8a9e\u30c6\u30ad\u30b9\u30c8\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u81ea\u7136\u306a\u65e5\u672c\u8a9e\u306e\u8868\u73fe\u3084\u72ec\u7279\u306e\u30cb\u30e5\u30a2\u30f3\u30b9\u3082\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u975e\u5e38\u306b\u5c02\u9580\u7684\u306a\u7528\u8a9e\u3084\u696d\u754c\u7279\u6709\u306e\u96a0\u8a9e\u306a\u3069\u304c\u542b\u307e\u308c\u308b\u5834\u5408\u306f\u3001\u4e8b\u524d\u306b\u7528\u8a9e\u306e\u610f\u5473\u3092\u8aac\u660e\u3057\u3066\u3042\u3052\u308b\u306a\u3069\u306e\u5de5\u592b\u3092\u3059\u308b\u3053\u3068\u3067\u3001\u3055\u3089\u306b\u5206\u985e\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3061\u3089\u306f\u3001\u65e5\u672c\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u306b\u304a\u3044\u3066GPT-4\u306e\u6027\u80fd\u304c\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u50c5\u304b\u306a\u9055\u3044\u3067\u5927\u304d\u304f\u5909\u52d5\u3059\u308b\u4e0d\u5b89\u5b9a\u6027\u3092\u793a\u3057\u305f\u8ad6\u6587\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/aclanthology.org\/2023.paclic-1.1.pdf\">https:\/\/aclanthology.org\/2023.paclic-1.1.pdf<\/a><\/p>\n\n\n\n<h3 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