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 15:58	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

GPT-5.2\u5b8c\u5168\u30ac\u30a4\u30c9\uff01\u6599\u91d1\u3084\u4f7f\u3044\u65b9\u3001GPT-5.1\u3068\u306e\u9055\u3044\u3092\u5fb9\u5e95\u89e3\u8aac<\/a><\/blockquote><\/iframe>\n<\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u898b\u51fa\u3057\u306e\u968e\u5c64\uff08#\u30fb##\u30fb###\uff09\u3067AI\u306b\u91cd\u8981\u5ea6\u3092\u8a8d\u8b58\u3055\u305b\u308b<\/h3>\n\n\n\n<p>\u30de\u30fc\u30af\u30c0\u30a6\u30f3\u8a18\u6cd5\u306b\u304a\u3044\u3066\u3001\u300c#\u300d\u306e\u6570\u306f\u898b\u51fa\u3057\u306e\u30ec\u30d9\u30eb\uff08\u968e\u5c64\uff09\u3092\u8868\u3057\u307e\u3059\u3002\u300c#\u300d\u304c1\u3064\u306a\u3089\u5927\u898b\u51fa\u3057\uff08H1\uff09\u3001\u300c##\u300d\u306a\u3089\u4e2d\u898b\u51fa\u3057\uff08H2\uff09\u3001\u300c###\u300d\u306a\u3089\u5c0f\u898b\u51fa\u3057\uff08H3\uff09\u3068\u3044\u3046\u610f\u5473\u3092\u6301\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u66f8\u304f\u969b\u306b\u3053\u306e\u968e\u5c64\u69cb\u9020\u3092\u610f\u8b58\u3059\u308b\u3053\u3068\u306f\u3001AI\u306b\u5bfe\u3057\u3066\u60c5\u5831\u306e\u91cd\u8981\u5ea6\u3084\u5305\u542b\u95a2\u4fc2\u3092\u4f1d\u3048\u308b\u3053\u3068\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u5168\u4f53\u306e\u30c6\u30fc\u30de\u3092\u300c#\u300d\u3067\u793a\u3057\u3001\u305d\u306e\u4e2d\u306e\u5177\u4f53\u7684\u306a\u5236\u7d04\u6761\u4ef6\u3092\u300c##\u300d\u3067\u5217\u8a18\u3059\u308b\u3053\u3068\u3067\u3001AI\u306f\u300c\u3053\u306e\u5236\u7d04\u306f\u5168\u4f53\u306e\u30c6\u30fc\u30de\u306b\u639b\u304b\u3063\u3066\u3044\u308b\u30eb\u30fc\u30eb\u306a\u306e\u3060\u306a\u300d\u3068\u8ad6\u7406\u69cb\u9020\u3092\u628a\u63e1\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3082\u3057\u5168\u3066\u306e\u6307\u793a\u3092\u5e73\u5766\u306a\u6587\u7ae0\u3067\u66f8\u3044\u3066\u3057\u307e\u3046\u3068\u3001AI\u306f\u3069\u306e\u6307\u793a\u304c\u512a\u5148\u3055\u308c\u308b\u3079\u304d\u304b\u3001\u3069\u306e\u6587\u8108\u304c\u3069\u3053\u307e\u3067\u7d9a\u304f\u306e\u304b\u3092\u5224\u65ad\u3059\u308b\u306e\u306b\u30ea\u30bd\u30fc\u30b9\u3092\u5272\u304b\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u7d50\u679c\u3068\u3057\u3066\u3001\u6307\u793a\u306e\u4e00\u90e8\u304c\u7121\u8996\u3055\u308c\u305f\u308a\u3001\u8aa4\u3063\u305f\u89e3\u91c8\u3092\u3055\u308c\u305f\u308a\u3059\u308b\u30ea\u30b9\u30af\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4eba\u9593\u304c\u66f8\u985e\u3092\u8aad\u3080\u3068\u304d\u306b\u3001\u898b\u51fa\u3057\u3084\u6bb5\u843d\u304c\u6574\u7406\u3055\u308c\u3066\u3044\u308b\u3068\u7406\u89e3\u304c\u65e9\u3044\u306e\u3068\u540c\u3058\u3088\u3046\u306b\u3001AI\u306b\u3068\u3063\u3066\u3082\u300c#\u300d\u3092\u4f7f\u3063\u305f\u968e\u5c64\u5316\u306f\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\uff08\u6587\u8108\uff09\u3092\u6b63\u78ba\u306b\u63b4\u3080\u305f\u3081\u306e\u91cd\u8981\u306a\u624b\u304c\u304b\u308a\u3068\u306a\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6307\u793a\u6587\u3068\u5165\u529b\u30c7\u30fc\u30bf\u3092\u660e\u78ba\u306b\u5206\u3051\u308b\u300c\u533a\u5207\u308a\u6587\u5b57\u300d\u3068\u3057\u3066\u306e\u52b9\u679c<\/h3>\n\n\n\n<p>\u300c#\u300d\u306b\u306f\u3001AI\u306b\u5bfe\u3059\u308b\u300c\u547d\u4ee4\u300d\u3068\u3001AI\u306b\u51e6\u7406\u3055\u305b\u305f\u3044\u300c\u5bfe\u8c61\u30c7\u30fc\u30bf\u300d\u3092\u660e\u78ba\u306b\u533a\u5206\u3051\u3059\u308b\u5f79\u5272\u3082\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3092\u30bb\u30d1\u30ec\u30fc\u30bf\u30fc\uff08\u533a\u5207\u308a\u6587\u5b57\uff09\u3068\u3057\u3066\u306e\u6a5f\u80fd\u3068\u547c\u3073\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u6587\u7ae0\u306e\u8981\u7d04\u3092\u4f9d\u983c\u3059\u308b\u5834\u5408\u3092\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u300c\u4ee5\u4e0b\u306e\u6587\u7ae0\u3092\u8981\u7d04\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3046\u6307\u793a\u306e\u76f4\u5f8c\u306b\u3001\u30c0\u30e9\u30c0\u30e9\u3068\u8981\u7d04\u5bfe\u8c61\u306e\u6587\u7ae0\u304c\u7d9a\u3044\u3066\u3044\u308b\u3068\u3001AI\u306f\u3069\u3053\u307e\u3067\u304c\u6307\u793a\u3067\u3001\u3069\u3053\u304b\u3089\u304c\u8981\u7d04\u3059\u3079\u304d\u6587\u7ae0\u306a\u306e\u304b\u8ff7\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u6700\u60aa\u306e\u5834\u5408\u3001\u8981\u7d04\u3059\u3079\u304d\u6587\u7ae0\u306e\u4e2d\u306b\u542b\u307e\u308c\u308b\u8a00\u8449\u3092\u3001\u65b0\u305f\u306a\u6307\u793a\u3068\u3057\u3066\u8aa4\u8a8d\u3057\u3066\u3057\u307e\u3046\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u300d\u306b\u8fd1\u3044\u73fe\u8c61\u304c\u8d77\u304d\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u5185\u306e\u547d\u4ee4\u968e\u5c64\uff08Instruction Hierarchy\uff09\u3084\u533a\u5207\u308a\u6587\u5b57\u304c\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u653b\u6483\u3078\u306e\u8010\u6027\u3092\u9ad8\u3081\u308b\u30e1\u30ab\u30cb\u30ba\u30e0\u306b\u3064\u3044\u3066\u89e3\u8aac\u3055\u308c\u3066\u3044\u307e\u3059\u3002 \u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/arxiv.org\/html\/2410.09102v1\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/arxiv.org\/html\/2410.09102v1<\/a><\/p>\n\n\n\n<p>\u305d\u3053\u3067\u3001\u300c#\u547d\u4ee4\u300d\u3084\u300c#\u5165\u529b\u6587\u300d\u3068\u3044\u3063\u305f\u5f62\u3067\u898b\u51fa\u3057\u3092\u3064\u3051\u308b\u3053\u3068\u3067\u3001\u3053\u3053\u304b\u3089\u5148\u306f\u5225\u306e\u30d6\u30ed\u30c3\u30af\u3067\u3042\u308b\u3068\u660e\u793a\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308aAI\u306f\u3001\u300c#\u547d\u4ee4\u300d\u306e\u30d6\u30ed\u30c3\u30af\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u5185\u5bb9\u3092\u5b9f\u884c\u3057\u3001\u300c#\u5165\u529b\u6587\u300d\u306e\u30d6\u30ed\u30c3\u30af\u306b\u3042\u308b\u30c6\u30ad\u30b9\u30c8\u3092\u51e6\u7406\u5bfe\u8c61\u3068\u3057\u3066\u6271\u3048\u3070\u3088\u3044\u306e\u3060\u3068\u3001\u660e\u78ba\u306b\u30bf\u30b9\u30af\u3092\u8a8d\u8b58\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u9577\u3044\u6587\u7ae0\u3084\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u3092\u6271\u3046\u969b\u306b\u306f\u3001\u3053\u306e\u533a\u5207\u308a\u6587\u5b57\u3068\u3057\u3066\u306e\u4f7f\u3044\u65b9\u304c\u3001\u56de\u7b54\u306e\u5b89\u5b9a\u6027\u3092\u5927\u304d\u304f\u5de6\u53f3\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u533a\u5207\u308a\u6587\u5b57\uff08Delimiters\uff09\u306e\u6709\u7121\u3068\u7a2e\u985e\u304c\u3001LLM\u306e\u547d\u4ee4\u8ffd\u5f93\u80fd\u529b\u306b\u4e0e\u3048\u308b\u5b9a\u91cf\u7684\u5f71\u97ff\u306b\u3064\u3044\u3066\u8abf\u67fb\u3057\u305f\u30c7\u30fc\u30bf\u3067\u3059\u3002 \u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/arxiv.org\/html\/2509.24637v2\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/arxiv.org\/html\/2509.24637v2<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u8a18\u53f7\u3092\u4f7f\u3044\u3053\u306a\u3057\u3066\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u66f8\u304d\u65b9<\/h2>\n\n\n\n<p>\u3053\u3053\u304b\u3089\u306f\u3001\u5b9f\u969b\u306b\u300c#\u300d\u306a\u3069\u306e\u8a18\u53f7\u3092\u4f7f\u3063\u3066\u3001\u3069\u306e\u3088\u3046\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8a18\u8ff0\u3059\u308c\u3070\u56de\u7b54\u7cbe\u5ea6\u304c\u9ad8\u307e\u308b\u306e\u304b\u3001\u5177\u4f53\u7684\u306a\u30c6\u30af\u30cb\u30c3\u30af\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u300c#\u547d\u4ee4\u66f8\u300d\u300c#\u5236\u7d04\u6761\u4ef6\u300d\u3067\u6307\u793a\u5185\u5bb9\u3092\u30d6\u30ed\u30c3\u30af\u5316\u3059\u308b<\/li>\n\n\n\n<li>\u5909\u6570\u3084\u53c2\u7167\u7b87\u6240\u3092\u793a\u3059\u300c$\u300d\u3084\u300c{ }\u300d\u306a\u3069\u306e\u8a18\u53f7\u6d3b\u7528\u6cd5<\/li>\n\n\n\n<li>\u51fa\u529b\u5f62\u5f0f\u3092\u6307\u5b9a\u3057\u3066\u610f\u56f3\u901a\u308a\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u56de\u7b54\u3055\u305b\u308b<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u66f8\u304d\u65b9\u3092\u30de\u30b9\u30bf\u30fc\u3059\u308c\u3070\u3001AI\u3078\u306e\u6307\u793a\u51fa\u3057\u304c\u9a5a\u304f\u307b\u3069\u30b9\u30e0\u30fc\u30ba\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u3078\u306e\u6307\u793a\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u306e\u57fa\u672c\u7684\u306a\u4f5c\u308a\u65b9\u3084\u3001\u305d\u306e\u307e\u307e\u696d\u52d9\u3067\u4f7f\u3048\u308b\u65e5\u672c\u8a9e\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u96c6\u3092\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u7d39\u4ecb\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=\"uVQlZ0AzmM\"><a href=\"https:\/\/taskhub.jp\/useful\/ai-prompt-japanese\/\">\u3010\u4fdd\u5b58\u7248\u3011AI\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u65e5\u672c\u8a9e\u3067\u4f7f\u3044\u3053\u306a\u3059\u30b3\u30c4\uff01ChatGPT\u30fb\u753b\u50cf\u751f\u6210\u3067\u4f7f\u3048\u308b\u4f8b\u6587\u3082\u89e3\u8aac<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"“\u3010\u4fdd\u5b58\u7248\u3011AI\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u65e5\u672c\u8a9e\u3067\u4f7f\u3044\u3053\u306a\u3059\u30b3\u30c4\uff01ChatGPT\u30fb\u753b\u50cf\u751f\u6210\u3067\u4f7f\u3048\u308b\u4f8b\u6587\u3082\u89e3\u8aac” — Taskhub\" src=\"https:\/\/taskhub.jp\/useful\/ai-prompt-japanese\/embed\/#?secret=RKtE1GxZs0#?secret=uVQlZ0AzmM\" data-secret=\"uVQlZ0AzmM\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\u305d\u308c\u3067\u306f\u3001\u8a73\u3057\u304f\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u300c#\u547d\u4ee4\u66f8\u300d\u300c#\u5236\u7d04\u6761\u4ef6\u300d\u3067\u6307\u793a\u5185\u5bb9\u3092\u30d6\u30ed\u30c3\u30af\u5316\u3059\u308b<\/h3>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f5c\u6210\u3059\u308b\u969b\u3001\u6700\u3082\u57fa\u672c\u7684\u304b\u3064\u52b9\u679c\u7684\u306a\u306e\u304c\u3001\u6307\u793a\u5185\u5bb9\u3092\u5f79\u5272\u3054\u3068\u306b\u30d6\u30ed\u30c3\u30af\u5316\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u305f\u3060\u6f2b\u7136\u3068\u8981\u671b\u3092\u66f8\u304f\u306e\u3067\u306f\u306a\u304f\u3001\u300c#\u547d\u4ee4\u66f8\u300d\u300c#\u5236\u7d04\u6761\u4ef6\u300d\u300c#\u5f79\u5272\u300d\u3068\u3044\u3063\u305f\u898b\u51fa\u3057\u3092\u3064\u3051\u3066\u3001\u60c5\u5831\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u300c#\u547d\u4ee4\u66f8\u300d\u306e\u4e0b\u306b\u306f\u300c\u30d6\u30ed\u30b0\u8a18\u4e8b\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3046\u30e1\u30a4\u30f3\u306e\u30bf\u30b9\u30af\u3092\u66f8\u304d\u307e\u3059\u3002\u305d\u3057\u3066\u300c#\u5236\u7d04\u6761\u4ef6\u300d\u306e\u4e0b\u306b\u306f\u3001\u300c\u6587\u5b57\u6570\u306f2000\u6587\u5b57\u4ee5\u4e0a\u300d\u300c\u521d\u5fc3\u8005\u5411\u3051\u306e\u3084\u3055\u3057\u3044\u30c8\u30fc\u30f3\u3067\u300d\u300c\u5c02\u9580\u7528\u8a9e\u306f\u4f7f\u308f\u306a\u3044\u300d\u3068\u3044\u3063\u305f\u5177\u4f53\u7684\u306a\u30eb\u30fc\u30eb\u3092\u7b87\u6761\u66f8\u304d\u3067\u8a18\u8f09\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u60c5\u5831\u3092\u30d6\u30ed\u30c3\u30af\u5316\u3059\u308b\u3053\u3068\u3067\u3001AI\u306f\u5404\u8981\u7d20\u3092\u72ec\u7acb\u3057\u3066\u51e6\u7406\u3057\u3064\u3064\u3001\u76f8\u4e92\u306e\u95a2\u4fc2\u6027\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u7279\u306b\u300c\u5236\u7d04\u6761\u4ef6\u300d\u3068\u3044\u3046\u30d6\u30ed\u30c3\u30af\u306f\u5f37\u529b\u3067\u3001AI\u306b\u5bfe\u3057\u3066\u300c\u3053\u308c\u3060\u3051\u306f\u5b88\u3089\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u30eb\u30fc\u30eb\u300d\u3067\u3042\u308b\u3053\u3068\u3092\u5f37\u304f\u8a8d\u8b58\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u660e\u793a\u7684\u306a\u300c\u5236\u7d04\uff08Constraints\uff09\u300d\u3092\u542b\u3081\u308b\u3053\u3068\u3067\u3001\u751f\u6210\u54c1\u8cea\u3068\u4e00\u8cab\u6027\u304c\u5411\u4e0a\u3059\u308b\u3053\u3068\u3092\u793a\u3059\u7814\u7a76\u7d50\u679c\u3067\u3059\u3002 \u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/research.engr.oregonstate.edu\/idea\/sites\/research.engr.oregonstate.edu.idea\/files\/consistent_llms_deem.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/research.engr.oregonstate.edu\/idea\/sites\/research.engr.oregonstate.edu.idea\/files\/consistent_llms_deem.pdf<\/a><\/p>\n\n\n\n<p>GPT-5.2\u306a\u3069\u306e\u6700\u65b0\u30e2\u30c7\u30eb\u3067\u306f\u3001\u8907\u96d1\u306a\u6307\u793a\u306b\u5bfe\u3057\u3066\u3082\u9ad8\u3044\u7406\u89e3\u529b\u3092\u793a\u3057\u307e\u3059\u304c\u3001\u305d\u308c\u3067\u3082\u6307\u793a\u304c\u9577\u304f\u306a\u308c\u3070\u306a\u308b\u307b\u3069\u3001\u5f8c\u534a\u306e\u6307\u793a\u3092\u5fd8\u308c\u305f\u308a\u3001\u77db\u76fe\u3059\u308b\u6307\u793a\u306b\u6df7\u4e71\u3057\u305f\u308a\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u30d6\u30ed\u30c3\u30af\u5316\u306f\u3001\u305d\u3046\u3057\u305f\u6df7\u4e71\u3092\u9632\u304e\u3001AI\u304c\u5e38\u306b\u53c2\u7167\u3059\u3079\u304d\u30eb\u30fc\u30eb\u30bb\u30c3\u30c8\u3092\u660e\u78ba\u306b\u3059\u308b\u305f\u3081\u306e\u6709\u52b9\u306a\u624b\u6bb5\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5909\u6570\u3084\u53c2\u7167\u7b87\u6240\u3092\u793a\u3059\u300c$\u300d\u3084\u300c{ }\u300d\u306a\u3069\u306e\u8a18\u53f7\u6d3b\u7528\u6cd5<\/h3>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5fdc\u7528\u30c6\u30af\u30cb\u30c3\u30af\u3068\u3057\u3066\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u5909\u6570\u306e\u6982\u5ff5\u3092\u53d6\u308a\u5165\u308c\u308b\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002\u300c#\u300d\u3060\u3051\u3067\u306a\u304f\u3001\u300c$\u300d\u3084\u300c{ }\u300d\u306a\u3069\u306e\u8a18\u53f7\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u6307\u793a\u306e\u518d\u5229\u7528\u6027\u3084\u660e\u78ba\u3055\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u5185\u3067\u300c{target}\u300d\u3068\u3044\u3046\u8a18\u8ff0\u3092\u3057\u3066\u304a\u304d\u3001\u5225\u306e\u5834\u6240\u3067\u300ctarget = 30\u4ee3\u306e\u4f1a\u793e\u54e1\u300d\u3068\u5b9a\u7fa9\u3059\u308b\u65b9\u6cd5\u3067\u3059\u3002\u3053\u3046\u3059\u308b\u3053\u3068\u3067\u3001AI\u306f\u300c{target}\u300d\u3068\u66f8\u304b\u308c\u305f\u90e8\u5206\u306b\u300c30\u4ee3\u306e\u4f1a\u793e\u54e1\u300d\u3092\u4ee3\u5165\u3057\u3066\u6587\u7ae0\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u3082\u3057\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u5909\u3048\u305f\u3044\u5834\u5408\u306f\u3001\u5b9a\u7fa9\u90e8\u5206\u3060\u3051\u3092\u66f8\u304d\u63db\u3048\u308c\u3070\u6e08\u3080\u305f\u3081\u3001\u540c\u3058\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f55\u5ea6\u3082\u4f7f\u3044\u56de\u3059\u969b\u306b\u975e\u5e38\u306b\u4fbf\u5229\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u300c$\u5165\u529b\u6587\u300d\u306e\u3088\u3046\u306b\u8a18\u53f7\u3092\u3064\u3051\u3066\u53c2\u7167\u5148\u3092\u793a\u3059\u3053\u3068\u3082\u6709\u52b9\u3067\u3059\u3002\u300c\u4ee5\u4e0b\u306e$\u5165\u529b\u6587\u3092\u8aad\u3093\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3057\u3001\u305d\u306e\u5f8c\u306b\u300c$\u5165\u529b\u6587\u300d\u3068\u3044\u3046\u898b\u51fa\u3057\u3067\u30c6\u30ad\u30b9\u30c8\u3092\u914d\u7f6e\u3059\u308c\u3070\u3001AI\u306f\u6307\u793a\u3068\u5bfe\u8c61\u306e\u5bfe\u5fdc\u95a2\u4fc2\u3092\u8aa4\u89e3\u3059\u308b\u3053\u3068\u306a\u304f\u51e6\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u8a18\u53f7\u3092\u5909\u6570\u3084\u53c2\u7167\u3068\u3057\u3066\u4f7f\u3046\u3053\u3068\u3067\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u8ad6\u7406\u7684\u306b\u306a\u308a\u3001AI\u306b\u3068\u3063\u3066\u3082\u51e6\u7406\u3057\u3084\u3059\u3044\u5f62\u5f0f\u3068\u306a\u308a\u307e\u3059\u3002\u7279\u306b\u696d\u52d9\u3067\u5b9a\u578b\u7684\u306a\u30bf\u30b9\u30af\u3092\u81ea\u52d5\u5316\u3057\u305f\u3044\u5834\u5408\u306b\u306f\u3001\u3053\u306e\u5909\u6570\u306e\u8003\u3048\u65b9\u304c\u5927\u3044\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u51fa\u529b\u5f62\u5f0f\u3092\u6307\u5b9a\u3057\u3066\u610f\u56f3\u901a\u308a\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u56de\u7b54\u3055\u305b\u308b<\/h3>\n\n\n\n<p>AI\u304b\u3089\u306e\u56de\u7b54\u304c\u3001\u671f\u5f85\u3057\u3066\u3044\u305f\u5f62\u5f0f\u3068\u9055\u3063\u3066\u3044\u3066\u4f7f\u3044\u306b\u304f\u3044\u3001\u3068\u3044\u3046\u7d4c\u9a13\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u6587\u7ae0\u3067\u6b32\u3057\u3044\u306e\u306b\u8868\u3067\u51fa\u529b\u3055\u308c\u305f\u308a\u3001\u305d\u306e\u9006\u3060\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3092\u9632\u3050\u305f\u3081\u306b\u3001\u300c#\u51fa\u529b\u5f62\u5f0f\u300d\u3068\u3044\u3046\u898b\u51fa\u3057\u3092\u4f7f\u3063\u3066\u3001\u6700\u7d42\u7684\u306a\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u306e\u5f62\u3092\u53b3\u5bc6\u306b\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u300c#\u51fa\u529b\u5f62\u5f0f\u300d\u306e\u4e0b\u306b\u300c\u30de\u30fc\u30af\u30c0\u30a6\u30f3\u5f62\u5f0f\u306e\u898b\u51fa\u3057\u3092\u3064\u3051\u3066\u69cb\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3084\u300c\u4ee5\u4e0b\u306e\u9805\u76ee\u3092\u542b\u3080\u8868\u5f62\u5f0f\u3067\u51fa\u529b\u3057\u3066\u304f\u3060\u3055\u3044\uff1a\u9805\u76ee\u540d, \u8aac\u660e, \u91cd\u8981\u5ea6\u300d\u3068\u3044\u3063\u305f\u5177\u4f53\u7684\u306a\u6307\u793a\u3092\u8a18\u8ff0\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u5185\u3067\u51fa\u529b\u4f8b\uff08Few-shot\uff09\u3092\u793a\u3059\u306e\u3082\u52b9\u679c\u7684\u3067\u3059\u3002\u300c\u5165\u529b\uff1a\u3007\u3007\u3001\u51fa\u529b\uff1a\u00d7\u00d7\u300d\u3068\u3044\u3046\u4f8b\u3092\u3044\u304f\u3064\u304b\u63d0\u793a\u3059\u308b\u3053\u3068\u3067\u3001AI\u306f\u305d\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u7fd2\u3057\u3001\u540c\u3058\u5f62\u5f0f\u3067\u56de\u7b54\u3092\u751f\u6210\u3057\u3088\u3046\u3068\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>GPT-5.2\u3067\u306f\u300c\u601d\u8003\u6642\u9593\u306e\u81ea\u52d5\u5207\u66ff\u300d\u6a5f\u80fd\u306b\u3088\u308a\u3001\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3067\u3082\u6587\u8108\u3092\u6df1\u304f\u7406\u89e3\u3057\u3066\u304f\u308c\u307e\u3059\u304c\u3001\u51fa\u529b\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306b\u95a2\u3057\u3066\u306f\u4eba\u9593\u306e\u597d\u307f\u306b\u4f9d\u5b58\u3059\u308b\u90e8\u5206\u304c\u5927\u304d\u3044\u305f\u3081\u3001\u660e\u793a\u7684\u306a\u6307\u5b9a\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u3053\u306e\u3072\u3068\u624b\u9593\u3092\u52a0\u3048\u308b\u3060\u3051\u3067\u3001\u51fa\u529b\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u4fee\u6b63\u3059\u308b\u624b\u9593\u304c\u7701\u3051\u3001\u305d\u306e\u307e\u307e\u8cc7\u6599\u3084\u30e1\u30fc\u30eb\u306b\u8cbc\u308a\u4ed8\u3051\u3066\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\uff08Markdown\u3001JSON\u7b49\uff09\u306e\u9055\u3044\u304cLLM\u306e\u6027\u80fd\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u8abf\u67fb\u3057\u305f\u8ad6\u6587\u3067\u3059\u3002\u9069\u5207\u306a\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u9078\u629e\u306e\u91cd\u8981\u6027\u304c\u5206\u304b\u308a\u307e\u3059\u3002 <a href=\"https:\/\/arxiv.org\/pdf\/2411.10541\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/arxiv.org\/pdf\/2411.10541<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3010\u30b3\u30d4\u30daOK\u3011\u300c#\u300d\u3092\u6d3b\u7528\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u57fa\u672c\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\uff08\u578b\uff09<\/h2>\n\n\n\n<p>\u3053\u3053\u304b\u3089\u306f\u3001\u5b9f\u969b\u306b\u3059\u3050\u306b\u5b9f\u52d9\u3067\u4f7f\u3048\u308b\u3001\u8a18\u53f7\u3092\u6d3b\u7528\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u57fa\u672c\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6761\u4ef6\u3068\u30b4\u30fc\u30eb\u3092\u660e\u78ba\u306b\u3059\u308b\u300c\u6df1\u6d25\u5f0f\u30d7\u30ed\u30f3\u30d7\u30c8\u300d<\/li>\n\n\n\n<li>\u601d\u8003\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u8a18\u8ff0\u3055\u305b\u308b\u300cReAct\u30d7\u30ed\u30f3\u30d7\u30c8\u300d<\/li>\n\n\n\n<li>AI\u306b\u4e0d\u8db3\u60c5\u5831\u3092\u8cea\u554f\u3055\u305b\u308b\u300c\u30b4\u30fc\u30eb\u30b7\u30fc\u30af\u30d7\u30ed\u30f3\u30d7\u30c8\u300d<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306f\u591a\u304f\u306e\u5834\u9762\u3067\u6c4e\u7528\u7684\u306b\u4f7f\u3048\u308b\u578b\u3067\u3059\u306e\u3067\u3001\u305c\u3072\u30b3\u30d4\u30fc\u3057\u3066\u6d3b\u7528\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u305d\u308c\u3067\u306f\u3001\u305d\u308c\u305e\u308c\u306e\u7279\u5fb4\u3068\u4f7f\u3044\u65b9\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6761\u4ef6\u3068\u30b4\u30fc\u30eb\u3092\u660e\u78ba\u306b\u3059\u308b\u300c\u6df1\u6d25\u5f0f\u30d7\u30ed\u30f3\u30d7\u30c8\u300d<\/h3>\n\n\n\n<p>\u65e5\u672c\u306e\u751f\u6210AI\u6d3b\u7528\u306b\u304a\u3044\u3066\u975e\u5e38\u306b\u6709\u540d\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u300c\u6df1\u6d25\u5f0f\u30d7\u30ed\u30f3\u30d7\u30c8\u300d\u3067\u3059\u3002note\u682a\u5f0f\u4f1a\u793e\u306e\u6df1\u6d25\u8cb4\u4e4b\u6c0f\u304c\u63d0\u5531\u3057\u305f\u5f62\u5f0f\u3067\u3001AI\u306b\u5bfe\u3057\u3066\u5f79\u5272\u3001\u5165\u529b\u6587\u3001\u5236\u7d04\u6761\u4ef6\u3092\u660e\u78ba\u306b\u533a\u5207\u3063\u3066\u6307\u793a\u3092\u4e0e\u3048\u308b\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3061\u3089\u306f\u65e5\u672c\u306b\u304a\u3051\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u7b2c\u4e00\u4eba\u8005\u304c\u8003\u6848\u3057\u305f\u300c\u6df1\u6d25\u5f0f\u30d7\u30ed\u30f3\u30d7\u30c8\u300d\u306e\u5177\u4f53\u7684\u306a\u4ed5\u7d44\u307f\u3084\u6d3b\u7528\u4e8b\u4f8b\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\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=\"FaGQDi9ZD4\"><a href=\"https:\/\/taskhub.jp\/use-case\/chatgpt-fukatsustyle-prompt\/\">ChatGPT\u3092\u6700\u5927\u9650\u4f7f\u3044\u3053\u306a\u3059\uff01\u6df1\u6d25\u5f0f\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4f7f\u3044\u65b9\u3092\u5fb9\u5e95\u7d39\u4ecb\u3010\u4fdd\u5b58\u7248\u3011<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"“ChatGPT\u3092\u6700\u5927\u9650\u4f7f\u3044\u3053\u306a\u3059\uff01\u6df1\u6d25\u5f0f\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4f7f\u3044\u65b9\u3092\u5fb9\u5e95\u7d39\u4ecb\u3010\u4fdd\u5b58\u7248\u3011” — Taskhub\" src=\"https:\/\/taskhub.jp\/use-case\/chatgpt-fukatsustyle-prompt\/embed\/#?secret=ERTYCme0xX#?secret=FaGQDi9ZD4\" data-secret=\"FaGQDi9ZD4\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\u57fa\u672c\u5f62\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>Markdown<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>#\u547d\u4ee4\u66f8:\n\u3042\u306a\u305f\u306f{\u5f79\u5272}\u3067\u3059\u3002\n\u4ee5\u4e0b\u306e{\u5236\u7d04\u6761\u4ef6}\u306b\u5f93\u3063\u3066\u3001{\u5165\u529b\u6587}\u3092{\u51e6\u7406}\u3057\u3001{\u51fa\u529b\u5f62\u5f0f}\u3067\u51fa\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n#\u5236\u7d04\u6761\u4ef6:\n\u30fb\u6587\u5b57\u6570\u306f\u3007\u3007\u6587\u5b57\u7a0b\u5ea6\n\u30fb\u30c8\u30fc\u30f3\uff06\u30de\u30ca\u30fc\u306f\u3007\u3007\n\u30fb\u91cd\u8981\u4e8b\u9805\u306f\u3007\u3007\n\n#\u5165\u529b\u6587:\n\uff08\u3053\u3053\u306b\u51e6\u7406\u3057\u305f\u3044\u30c6\u30ad\u30b9\u30c8\u3092\u5165\u529b\uff09\n\n#\u51fa\u529b\u5f62\u5f0f:\n\uff08\u671f\u5f85\u3059\u308b\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u8a18\u8ff0\uff09\n<\/code><\/pre>\n\n\n\n<p>\u3053\u306e\u578b\u306e\u30dd\u30a4\u30f3\u30c8\u306f\u3001\u300c#\u300d\u3092\u4f7f\u3063\u3066\u5404\u8981\u7d20\u3092\u660e\u78ba\u306b\u5b9a\u7fa9\u3057\u3066\u3044\u308b\u70b9\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001AI\u306f\u4f55\u3092\u3069\u3046\u51e6\u7406\u3059\u3079\u304d\u304b\u3092\u8ff7\u308f\u305a\u306b\u6e08\u307f\u307e\u3059\u30022026\u5e74\u73fe\u5728\u3001GPT-5.2\u306a\u3069\u306e\u6700\u65b0\u30e2\u30c7\u30eb\u3067\u3082\u3053\u306e\u57fa\u672c\u69cb\u9020\u306f\u975e\u5e38\u306b\u6709\u52b9\u3067\u3042\u308a\u3001\u6700\u3082\u5b89\u5b9a\u3057\u305f\u56de\u7b54\u3092\u5f15\u304d\u51fa\u305b\u308b\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u4e00\u3064\u3068\u3057\u3066\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u307e\u305a\u306f\u3053\u306e\u578b\u3092\u30d9\u30fc\u30b9\u306b\u3057\u3066\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u9805\u76ee\u3092\u8ffd\u52a0\u30fb\u4fee\u6b63\u3057\u3066\u3044\u304f\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u601d\u8003\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u8a18\u8ff0\u3055\u305b\u308b\u300cReAct\u30d7\u30ed\u30f3\u30d7\u30c8\u300d<\/h3>\n\n\n\n<p>\u8907\u96d1\u306a\u63a8\u8ad6\u3092\u5fc5\u8981\u3068\u3059\u308b\u30bf\u30b9\u30af\u306e\u5834\u5408\u3001\u3044\u304d\u306a\u308a\u7d50\u8ad6\u3092\u51fa\u3055\u305b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u601d\u8003\u306e\u904e\u7a0b\u3092AI\u306b\u51fa\u529b\u3055\u305b\u308b\u3053\u3068\u3067\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u624b\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3092ReAct\uff08Reasoning + Acting\uff09\u3084Chain of Thought\uff08\u601d\u8003\u306e\u9023\u9396\uff09\u3068\u547c\u3073\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u601d\u8003\uff08Thought\uff09\u300d\u3068\u300c\u884c\u52d5\uff08Action\uff09\u300d\u3092\u4ea4\u4e92\u306b\u884c\u308f\u305b\u308b\u3053\u3068\u3067\u63a8\u8ad6\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u300cReAct\u300d\u624b\u6cd5\u306e\u63d0\u5531\u8ad6\u6587\u3067\u3059\u3002 \u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/arxiv.org\/abs\/2210.03629\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/arxiv.org\/abs\/2210.03629<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"472\" height=\"221\" src=\"https:\/\/taskhub.jp\/wp-content\/uploads\/2026\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-01-09-11.28.24.png\" alt=\"\" class=\"wp-image-14915\"\/><\/figure>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u9805\u76ee\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>Markdown<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>#\u601d\u8003\u30d7\u30ed\u30bb\u30b9:\n\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u524d\u306b\u3001\u4ee5\u4e0b\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u8003\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n1. \u307e\u305a\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u3092\u5206\u6790\u3059\u308b\n2. \u6b21\u306b\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3092\u6d17\u3044\u51fa\u3059\n3. \u30e1\u30ea\u30c3\u30c8\u3068\u30c7\u30e1\u30ea\u30c3\u30c8\u3092\u6bd4\u8f03\u691c\u8a0e\u3059\u308b\n4. \u6700\u7d42\u7684\u306a\u7d50\u8ad6\u3092\u5c0e\u304d\u51fa\u3059\n\n#\u51fa\u529b:\n\u4e0a\u8a18\u306e\u601d\u8003\u30d7\u30ed\u30bb\u30b9\u3092\u7d4c\u305f\u4e0a\u3067\u3001\u6700\u7d42\u7684\u306a\u56de\u7b54\u306e\u307f\u3092\u51fa\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n<\/code><\/pre>\n\n\n\n<p>GPT-5.2\u306b\u306f\u3001\u8cea\u554f\u306e\u96e3\u6613\u5ea6\u306b\u5fdc\u3058\u3066\u5373\u6642\u5fdc\u7b54\u3068\u9577\u8003\uff08\u63a8\u8ad6\uff09\u3092\u81ea\u52d5\u3067\u5207\u308a\u66ff\u3048\u308b\u6a5f\u80fd\u304c\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u660e\u793a\u7684\u306b\u601d\u8003\u30b9\u30c6\u30c3\u30d7\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u306b\u6cbf\u3063\u305f\u8ad6\u7406\u5c55\u958b\u3092\u8a98\u5c0e\u3067\u304d\u307e\u3059\u3002\u7279\u306b\u3001\u6570\u5b66\u7684\u306a\u554f\u984c\u3084\u30ed\u30b8\u30ab\u30eb\u306a\u5206\u6790\u304c\u5fc5\u8981\u306a\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u696d\u52d9\u306a\u3069\u3067\u306f\u3001\u3053\u306e\u300c#\u601d\u8003\u30d7\u30ed\u30bb\u30b9\u300d\u3092\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u3067\u3001\u56de\u7b54\u306e\u8aac\u5f97\u529b\u304c\u683c\u6bb5\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI\u306b\u4e0d\u8db3\u60c5\u5831\u3092\u8cea\u554f\u3055\u305b\u308b\u300c\u30b4\u30fc\u30eb\u30b7\u30fc\u30af\u30d7\u30ed\u30f3\u30d7\u30c8\u300d<\/h3>\n\n\n\n<p>\u30e6\u30fc\u30b6\u30fc\u81ea\u8eab\u3082\u3001\u5177\u4f53\u7684\u306b\u4f55\u3092\u4f5c\u308a\u305f\u3044\u306e\u304b\u6f20\u7136\u3068\u3057\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u3088\u3046\u306a\u6642\u306b\u6709\u52b9\u306a\u306e\u304c\u3001AI\u5074\u304b\u3089\u4eba\u9593\u306b\u8cea\u554f\u3092\u3055\u305b\u308b\u300c\u30b4\u30fc\u30eb\u30b7\u30fc\u30af\uff08\u76ee\u6a19\u63a2\u7d22\uff09\u30d7\u30ed\u30f3\u30d7\u30c8\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8a18\u8ff0\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u672b\u5c3e\u306b\u52a0\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>Markdown<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>#\u88dc\u8db3\u6307\u793a:\n\u3082\u3057\u3001\u6700\u9ad8\u306e\u7d50\u679c\u3092\u51fa\u3059\u305f\u3081\u306b\u60c5\u5831\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u63a8\u6e2c\u3067\u57cb\u3081\u305a\u306b\u79c1\u306b\u8cea\u554f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n<\/code><\/pre>\n\n\n\n<p>\u307e\u305f\u306f\u3001\u3088\u308a\u7a4d\u6975\u7684\u306b\u5bfe\u8a71\u3092\u4fc3\u3059\u5f62\u3082\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>Markdown<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>#\u30b4\u30fc\u30eb:\n{\u76ee\u7684}\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306e\u6700\u9069\u306a\u30d7\u30e9\u30f3\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3002\n\n#\u30d7\u30ed\u30bb\u30b9:\n1. \u79c1\u306e\u8981\u671b\u306b\u5bfe\u3057\u3066\u3001\u5fc5\u8981\u306a\u8981\u4ef6\u5b9a\u7fa9\u3092\u884c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u4e0d\u8db3\u3057\u3066\u3044\u308b\u60c5\u5831\u306b\u3064\u3044\u3066\u3001\u79c1\u306b\u8cea\u554f\u30925\u3064\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u79c1\u306e\u56de\u7b54\u3092\u8e0f\u307e\u3048\u3066\u3001\u6700\u7d42\u7684\u306a\u6210\u679c\u7269\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n<\/code><\/pre>\n\n\n\n<p>\u3053\u306e\u624b\u6cd5\u3092\u4f7f\u3046\u3068\u3001AI\u306f\u4e00\u65b9\u7684\u306b\u56de\u7b54\u3092\u51fa\u529b\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u306e\u3088\u3046\u306b\u30d2\u30a2\u30ea\u30f3\u30b0\u3092\u884c\u3063\u3066\u304f\u308c\u307e\u3059\u3002\u7d50\u679c\u3068\u3057\u3066\u3001\u6700\u521d\u306e\u6307\u793a\u3060\u3051\u3067\u306f\u4f1d\u3048\u304d\u308c\u306a\u304b\u3063\u305f\u30cb\u30e5\u30a2\u30f3\u30b9\u3084\u524d\u63d0\u6761\u4ef6\u304c\u660e\u78ba\u306b\u306a\u308a\u3001\u671f\u5f85\u4ee5\u4e0a\u306e\u6210\u679c\u7269\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002GPT-5.2\u306e\u9ad8\u3044\u5bfe\u8a71\u80fd\u529b\u3092\u6d3b\u304b\u3059\u305f\u3081\u306b\u3082\u3001\u305c\u3072\u53d6\u308a\u5165\u308c\u305f\u3044\u30c6\u30af\u30cb\u30c3\u30af\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u660e\u78ba\u306a\u76ee\u6a19\u8a2d\u5b9a\u3068\u69cb\u9020\u5316\u304c\u30e2\u30c7\u30eb\u306e\u601d\u8003\u3092\u30ac\u30a4\u30c9\u3059\u308b\u52b9\u679c\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u3089\u308c\u305f\u3001\u30b4\u30fc\u30eb\u6307\u5411\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u8abf\u67fb\u8ad6\u6587\u3067\u3059\u3002 \u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/arxiv.org\/abs\/2401.14043\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/arxiv.org\/abs\/2401.14043<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3010\u76ee\u7684\u5225\u3011\u3059\u3050\u306b\u4f7f\u3048\u308b\u5b9f\u8df5\u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b\u6587\u96c6<\/h2>\n\n\n\n<p>\u3053\u3053\u304b\u3089\u306f\u3001\u5177\u4f53\u7684\u306a\u696d\u52d9\u30b7\u30fc\u30f3\u3092\u60f3\u5b9a\u3057\u305f\u3001\u305d\u306e\u307e\u307e\u4f7f\u3048\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4f8b\u6587\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u3010\u6587\u7ae0\u8981\u7d04\u3011\u300c#\u5165\u529b\u6587\u300d\u3092\u5b9a\u7fa9\u3057\u3066\u8981\u70b9\u3092\u7b87\u6761\u66f8\u304d\u306b\u3059\u308b<\/li>\n\n\n\n<li>\u3010\u6587\u7ae0\u4f5c\u6210\u3011\u30d6\u30ed\u30b0\u69cb\u6210\u6848\u3084\u30e1\u30fc\u30eb\u6587\u9762\u3092\u4f5c\u6210\u3059\u308b<\/li>\n\n\n\n<li>\u3010\u30a2\u30a4\u30c7\u30a2\u51fa\u3057\u3011\u300c#\u5236\u7d04\u6761\u4ef6\u300d\u3092\u5b88\u3063\u305f\u4f01\u753b\u6848\u3092\u5217\u6319\u3059\u308b<\/li>\n\n\n\n<li>\u3010\u696d\u52d9\u52b9\u7387\u5316\u3011Excel\u95a2\u6570\u3084\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3059\u308b<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u4f8b\u6587\u3092\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3068\u3057\u3066\u4fdd\u5b58\u3057\u3066\u304a\u3051\u3070\u3001\u65e5\u3005\u306e\u696d\u52d9\u52b9\u7387\u304c\u683c\u6bb5\u306b\u4e0a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>ChatGPT\u3092\u696d\u52d9\u3067\u6700\u5927\u9650\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u5177\u4f53\u7684\u306a\u4e8b\u4f8b40\u9078\u3084\u3001\u5c0e\u5165\u3092\u6210\u529f\u3055\u305b\u308b\u79d8\u8a23\u306b\u3064\u3044\u3066\u306f\u3001\u3053\u3061\u3089\u306e\u30ac\u30a4\u30c9\u3067\u5fb9\u5e95\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=\"JJsmCqdRbF\"><a href=\"https:\/\/taskhub.jp\/useful\/chatgpt-business-utilization\/\">ChatGPT\u696d\u52d9\u6d3b\u7528\u30ac\u30a4\u30c9\u6c7a\u5b9a\u7248\uff5c\u4e8b\u4f8b40\u9078\u3068\u6ce8\u610f\u70b9\u3001\u6210\u529f\u306e\u79d8\u8a23<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"“ChatGPT\u696d\u52d9\u6d3b\u7528\u30ac\u30a4\u30c9\u6c7a\u5b9a\u7248\uff5c\u4e8b\u4f8b40\u9078\u3068\u6ce8\u610f\u70b9\u3001\u6210\u529f\u306e\u79d8\u8a23” — Taskhub\" src=\"https:\/\/taskhub.jp\/useful\/chatgpt-business-utilization\/embed\/#?secret=FQf625RMnJ#?secret=JJsmCqdRbF\" data-secret=\"JJsmCqdRbF\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\u305d\u308c\u3067\u306f\u3001\u5404\u30b7\u30fc\u30f3\u306b\u5408\u308f\u305b\u305f\u66f8\u304d\u65b9\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3010\u6587\u7ae0\u8981\u7d04\u3011\u300c#\u5165\u529b\u6587\u300d\u3092\u5b9a\u7fa9\u3057\u3066\u8981\u70b9\u3092\u7b87\u6761\u66f8\u304d\u306b\u3059\u308b<\/h3>\n\n\n\n<p>\u9577\u3044\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u3084\u8b70\u4e8b\u9332\u3092\u77ed\u6642\u9593\u3067\u628a\u63e1\u3057\u305f\u3044\u3068\u304d\u306b\u4f7f\u3048\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u3059\u3002\u300c#\u5165\u529b\u6587\u300d\u3068\u300c#\u5236\u7d04\u6761\u4ef6\u300d\u3092\u4f7f\u3044\u3001\u8981\u70b9\u3092\u7c21\u6f54\u306b\u307e\u3068\u3081\u3055\u305b\u307e\u3059\u3002<\/p>\n\n\n\n<p>Markdown<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>#\u547d\u4ee4\u66f8:\n\u3042\u306a\u305f\u306f\u30d7\u30ed\u306e\u7de8\u96c6\u8005\u3067\u3059\u3002\u4ee5\u4e0b\u306e#\u5165\u529b\u6587\u3092\u8aad\u307f\u3001\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u3092\u8981\u7d04\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n#\u5236\u7d04\u6761\u4ef6:\n\u30fb3\u3064\u306e\u7b87\u6761\u66f8\u304d\u3067\u307e\u3068\u3081\u308b\u3053\u3068\n\u30fb\u5c0f\u5b66\u751f\u3067\u3082\u308f\u304b\u308b\u5e73\u6613\u306a\u8a00\u8449\u3092\u4f7f\u3046\u3053\u3068\n\u30fb\u5ba2\u89b3\u7684\u306a\u4e8b\u5b9f\u306e\u307f\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\n\n#\u5165\u529b\u6587:\n\uff08\u3053\u3053\u306b\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u3084\u8b70\u4e8b\u9332\u3092\u30da\u30fc\u30b9\u30c8\uff09\n<\/code><\/pre>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u300c3\u3064\u306e\u7b87\u6761\u66f8\u304d\u300d\u3084\u300c\u5c0f\u5b66\u751f\u3067\u3082\u308f\u304b\u308b\u8a00\u8449\u300d\u3068\u3044\u3063\u305f\u5236\u7d04\u3092\u52a0\u3048\u308b\u3053\u3068\u3067\u3001\u5358\u306a\u308b\u629c\u7c8b\u3067\u306f\u306a\u304f\u3001\u8aad\u307f\u624b\u306e\u30ec\u30d9\u30eb\u306b\u5408\u308f\u305b\u305f\u7406\u89e3\u3057\u3084\u3059\u3044\u8981\u7d04\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u3002GPT-5.2\u306f\u6587\u8108\u7406\u89e3\u80fd\u529b\u304c\u9ad8\u3044\u305f\u3081\u3001\u8981\u7d04\u306e\u7cbe\u5ea6\u306f\u975e\u5e38\u306b\u9ad8\u3044\u3067\u3059\u304c\u3001\u51fa\u529b\u5f62\u5f0f\u3092\u6307\u5b9a\u3057\u306a\u3044\u3068\u9577\u6587\u306e\u307e\u307e\u8fd4\u3063\u3066\u304f\u308b\u3053\u3068\u3082\u3042\u308b\u305f\u3081\u3001\u7b87\u6761\u66f8\u304d\u306e\u6307\u5b9a\u306f\u7279\u306b\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3010\u6587\u7ae0\u4f5c\u6210\u3011\u30d6\u30ed\u30b0\u69cb\u6210\u6848\u3084\u30e1\u30fc\u30eb\u6587\u9762\u3092\u4f5c\u6210\u3059\u308b<\/h3>\n\n\n\n<p>\u30d6\u30ed\u30b0\u8a18\u4e8b\u306e\u69cb\u6210\u6848\u3084\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3078\u306e\u30e1\u30fc\u30eb\u6587\u9762\u3092\u4f5c\u6210\u3059\u308b\u969b\u306b\u3082\u3001\u8a18\u53f7\u3092\u4f7f\u3063\u305f\u69cb\u9020\u5316\u304c\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<p>Markdown<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>#\u547d\u4ee4\u66f8:\n\u4ee5\u4e0b\u306e\u30c6\u30fc\u30de\u3067\u30d6\u30ed\u30b0\u8a18\u4e8b\u306e\u69cb\u6210\u6848\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n#\u30c6\u30fc\u30de:\n\u5728\u5b85\u30ef\u30fc\u30af\u3067\u96c6\u4e2d\u529b\u3092\u7dad\u6301\u3059\u308b\u65b9\u6cd5\n\n#\u30bf\u30fc\u30b2\u30c3\u30c8:\n\u5c0f\u3055\u306a\u5b50\u4f9b\u304c\u3044\u308b30\u4ee3\u306e\u4f1a\u793e\u54e1\n\n#\u51fa\u529b\u5f62\u5f0f:\n\u30fb\u8a18\u4e8b\u30bf\u30a4\u30c8\u30eb\uff0830\u6587\u5b57\u4ee5\u5185\uff09\n\u30fb\u5c0e\u5165\u6587\u306e\u8981\u65e8\n\u30fb\u898b\u51fa\u3057\u69cb\u6210\uff08H2\u3001H3\u307e\u3067\u542b\u3081\u308b\uff09\n\u30fb\u307e\u3068\u3081\u306e\u8981\u65e8\n<\/code><\/pre>\n\n\n\n<p>\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u660e\u78ba\u306b\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u3067\u3001\u8aad\u8005\u306b\u523a\u3055\u308b\u5185\u5bb9\u306b\u306a\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u30e1\u30fc\u30eb\u4f5c\u6210\u306e\u5834\u5408\u3082\u540c\u69d8\u306b\u3001\u300c#\u9001\u4fe1\u76f8\u624b\u300d\u300c#\u4f1d\u3048\u305f\u3044\u7528\u4ef6\u300d\u300c#\u96f0\u56f2\u6c17\uff08\u4e01\u5be7\u3001\u89aa\u3057\u307f\u3084\u3059\u304f\u7b49\uff09\u300d\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001TPO\u306b\u5408\u308f\u305b\u305f\u9069\u5207\u306a\u6587\u9762\u304c\u4e00\u77ac\u3067\u5b8c\u6210\u3057\u307e\u3059\u3002\u81ea\u5206\u3067\u30bc\u30ed\u304b\u3089\u8003\u3048\u308b\u6642\u9593\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3010\u30a2\u30a4\u30c7\u30a2\u51fa\u3057\u3011\u300c#\u5236\u7d04\u6761\u4ef6\u300d\u3092\u5b88\u3063\u305f\u4f01\u753b\u6848\u3092\u5217\u6319\u3059\u308b<\/h3>\n\n\n\n<p>\u65b0\u3057\u3044\u4f01\u753b\u3084\u30a2\u30a4\u30c7\u30a2\u51fa\u3057\u306b\u884c\u304d\u8a70\u307e\u3063\u305f\u3068\u304d\u3001AI\u306f\u826f\u304d\u30d6\u30ec\u30a4\u30f3\u30b9\u30c8\u30fc\u30df\u30f3\u30b0\u306e\u30d1\u30fc\u30c8\u30ca\u30fc\u306b\u306a\u308a\u307e\u3059\u3002\u6570\u3084\u8996\u70b9\u3092\u6307\u5b9a\u3057\u3066\u3001\u5e45\u5e83\u304f\u30a2\u30a4\u30c7\u30a2\u3092\u51fa\u3057\u3066\u3082\u3089\u3044\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>Markdown<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>#\u547d\u4ee4\u66f8:\n\u65b0\u5546\u54c1\u306e\u30d7\u30ed\u30e2\u30fc\u30b7\u30e7\u30f3\u4f01\u753b\u306e\u30a2\u30a4\u30c7\u30a2\u3092\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n#\u5236\u7d04\u6761\u4ef6:\n\u30fb\u4e88\u7b97\u306f\u304b\u3051\u305a\u306bSNS\u3067\u62e1\u6563\u3055\u308c\u308b\u3082\u306e\u3092\u8003\u3048\u308b\n\u30fb\u5947\u629c\u3067\u30e6\u30cb\u30fc\u30af\u306a\u8996\u70b9\u3092\u5165\u308c\u308b\n\u30fb\u30a2\u30a4\u30c7\u30a2\u306f10\u500b\u30ea\u30b9\u30c8\u30a2\u30c3\u30d7\u3059\u308b\n\u30fb\u305d\u308c\u305e\u308c\u306e\u30a2\u30a4\u30c7\u30a2\u306b\u300c\u5b9f\u73fe\u53ef\u80fd\u6027\u300d\u3068\u300c\u4e88\u60f3\u52b9\u679c\u300d\u30925\u6bb5\u968e\u8a55\u4fa1\u3067\u3064\u3051\u308b\n\n#\u5546\u54c1\u6982\u8981:\n\uff08\u5546\u54c1\u306e\u7279\u5fb4\u3092\u5165\u529b\uff09\n<\/code><\/pre>\n\n\n\n<p>\u3053\u3053\u3067\u91cd\u8981\u306a\u306e\u306f\u3001\u300c10\u500b\u300d\u3068\u3044\u3046\u6570\u306e\u6307\u5b9a\u3068\u3001\u300c\u5b9f\u73fe\u53ef\u80fd\u6027\u306a\u3069\u306e\u8a55\u4fa1\u300d\u3092\u6c42\u3081\u3066\u3044\u308b\u70b9\u3067\u3059\u3002\u305f\u3060\u30a2\u30a4\u30c7\u30a2\u3092\u51fa\u3059\u3060\u3051\u3067\u306a\u304f\u3001\u305d\u306e\u8a55\u4fa1\u307e\u3067AI\u306b\u884c\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u63a1\u7528\u3059\u3079\u304d\u6848\u306e\u9078\u5b9a\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3010\u696d\u52d9\u52b9\u7387\u5316\u3011Excel\u95a2\u6570\u3084\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3059\u308b<\/h3>\n\n\n\n<p>Excel\u306e\u8907\u96d1\u306a\u95a2\u6570\u3084\u3001\u696d\u52d9\u81ea\u52d5\u5316\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u66f8\u304f\u969b\u306b\u3082\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u660e\u78ba\u3055\u304c\u6210\u529f\u306e\u9375\u3092\u63e1\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>Markdown<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>#\u547d\u4ee4\u66f8:\nExcel\u3067\u4ee5\u4e0b\u306e\u51e6\u7406\u3092\u884c\u3046\u95a2\u6570\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n#\u30c7\u30fc\u30bf\u69cb\u9020:\nA\u5217\uff1a\u5546\u54c1\u540d\nB\u5217\uff1a\u5358\u4fa1\nC\u5217\uff1a\u500b\u6570\nD\u5217\uff1a\u8cfc\u5165\u65e5\n\n#\u3084\u308a\u305f\u3044\u3053\u3068:\nD\u5217\u306e\u8cfc\u5165\u65e5\u304c\u300c2025\u5e744\u67081\u65e5\u300d\u4ee5\u964d\u3067\u3001\u304b\u3064B\u5217\u306e\u5358\u4fa1\u304c10,000\u5186\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u306e\u3001C\u5217\uff08\u500b\u6570\uff09\u306e\u5408\u8a08\u3092\u6c42\u3081\u305f\u3044\u3002\n\n#\u51fa\u529b:\n\u30fb\u95a2\u6570\u5f0f\n\u30fb\u95a2\u6570\u306e\u89e3\u8aac\n<\/code><\/pre>\n\n\n\n<p>\u30c7\u30fc\u30bf\u69cb\u9020\u3092\u300c#\u300d\u3092\u4f7f\u3063\u3066\u5177\u4f53\u7684\u306b\u4f1d\u3048\u308b\u3053\u3068\u3067\u3001AI\u306f\u30bb\u30eb\u306e\u4f4d\u7f6e\u95a2\u4fc2\u3092\u6b63\u78ba\u306b\u628a\u63e1\u3067\u304d\u307e\u3059\u3002\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b3\u30fc\u30c9\u306e\u5834\u5408\u3082\u540c\u69d8\u306b\u3001\u5165\u529b\u30c7\u30fc\u30bf\u306e\u5f62\u5f0f\u3068\u671f\u5f85\u3059\u308b\u51fa\u529b\u7d50\u679c\u3092\u660e\u8a18\u3059\u308b\u3053\u3068\u3067\u3001\u30a8\u30e9\u30fc\u306e\u5c11\u306a\u3044\u52d5\u304f\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u3066\u304f\u308c\u307e\u3059\u3002GPT-5.2\u306f\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u80fd\u529b\u3082\u5927\u5e45\u306b\u5f37\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u8981\u4ef6\u5b9a\u7fa9\u304c\u66d6\u6627\u3060\u3068\u610f\u56f3\u3057\u306a\u3044\u6319\u52d5\u306b\u306a\u308b\u305f\u3081\u3001\u8a73\u7d30\u306a\u8a18\u8ff0\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30d7\u30ed\u30f3\u30d7\u30c8\u5229\u7528\u6642\u306b\u77e5\u3063\u3066\u304a\u304f\u3079\u304d\u6ce8\u610f\u70b9\u3068\u30ea\u30b9\u30af<\/h2>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6280\u8853\u3092\u78e8\u304f\u3053\u3068\u306f\u91cd\u8981\u3067\u3059\u304c\u3001\u540c\u6642\u306bAI\u3092\u5229\u7528\u3059\u308b\u4e0a\u3067\u306e\u30ea\u30b9\u30af\u7ba1\u7406\u3082\u5fd8\u308c\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u60c5\u5831\u6f0f\u6d29\u3092\u9632\u3050\u305f\u3081\u306b\u6a5f\u5bc6\u30fb\u500b\u4eba\u60c5\u5831\u306f\u5165\u529b\u3057\u306a\u3044<\/li>\n\n\n\n<li>\u751f\u6210\u3055\u308c\u305f\u60c5\u5831\u306e\u6b63\u78ba\u6027\u3092\u5fc5\u305a\u78ba\u8a8d\u3059\u308b\uff08\u30d5\u30a1\u30af\u30c8\u30c1\u30a7\u30c3\u30af\uff09<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u70b9\u3092\u5b88\u3089\u306a\u3044\u3068\u3001\u601d\u308f\u306c\u30c8\u30e9\u30d6\u30eb\u306b\u5dfb\u304d\u8fbc\u307e\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5b89\u5168\u306bAI\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u60c5\u5831\u6f0f\u6d29\u3092\u9632\u3050\u305f\u3081\u306b\u6a5f\u5bc6\u30fb\u500b\u4eba\u60c5\u5831\u306f\u5165\u529b\u3057\u306a\u3044<\/h3>\n\n\n\n<p>ChatGPT\u306a\u3069\u306e\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3059\u308b\u969b\u3001\u6700\u3082\u6ce8\u610f\u3059\u3079\u304d\u306a\u306e\u304c\u60c5\u5831\u6f0f\u6d29\u306e\u30ea\u30b9\u30af\u3067\u3059\u3002\u901a\u5e38\u306e\u8a2d\u5b9a\u3067\u306f\u3001\u5165\u529b\u3057\u305f\u30c7\u30fc\u30bf\u304cAI\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u3057\u3066\u5229\u7528\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u3042\u306a\u305f\u304c\u5165\u529b\u3057\u305f\u793e\u5916\u79d8\u306e\u4f1a\u8b70\u5185\u5bb9\u3084\u3001\u9867\u5ba2\u306e\u500b\u4eba\u60c5\u5831\u304c\u3001\u5de1\u308a\u5de1\u3063\u3066\u4ed6\u793e\u306e\u8ab0\u304b\u3078\u306e\u56de\u7b54\u3068\u3057\u3066\u51fa\u529b\u3055\u308c\u3066\u3057\u307e\u3046\u30ea\u30b9\u30af\u304c\u30bc\u30ed\u3067\u306f\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u305f\u3081\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u306f\u5b9f\u540d\u3001\u4f4f\u6240\u3001\u96fb\u8a71\u756a\u53f7\u3001\u672a\u516c\u958b\u306e\u58f2\u4e0a\u30c7\u30fc\u30bf\u306a\u3069\u306e\u6a5f\u5bc6\u60c5\u5831\u306f\u7d76\u5bfe\u306b\u5165\u529b\u3057\u306a\u3044\u3088\u3046\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001\u300c\u682a\u5f0f\u4f1a\u793eA\u300d\u3092\u300c\u682a\u5f0f\u4f1a\u793eX\u300d\u3068\u66f8\u304d\u63db\u3048\u305f\u308a\u3001\u6570\u5024\u3092\u30c0\u30df\u30fc\u30c7\u30fc\u30bf\u306b\u7f6e\u304d\u63db\u3048\u305f\u308a\u3059\u308b\u306a\u3069\u306e\u30de\u30b9\u30ad\u30f3\u30b0\u51e6\u7406\u3092\u884c\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u4f01\u696d\u3067\u5229\u7528\u3059\u308b\u5834\u5408\u306f\u3001OpenAI\u304c\u63d0\u4f9b\u3059\u308b\u300cTeam\u300d\u3084\u300cEnterprise\u300d\u30d7\u30e9\u30f3\u3001\u3042\u308b\u3044\u306f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u304c\u5f37\u5316\u3055\u308c\u305f\u6cd5\u4eba\u5411\u3051\u30b5\u30fc\u30d3\u30b9\u300cChatSense\u300d\u306a\u3069\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3092\u5f37\u304f\u63a8\u5968\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30f3\u3067\u306f\u3001\u5165\u529b\u30c7\u30fc\u30bf\u304c\u5b66\u7fd2\u306b\u4f7f\u308f\u308c\u306a\u3044\u8a2d\u5b9a\u306b\u306a\u3063\u3066\u3044\u308b\u305f\u3081\u3001\u6bd4\u8f03\u7684\u5b89\u5168\u306b\u696d\u52d9\u5229\u7528\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u751f\u6210\u3055\u308c\u305f\u60c5\u5831\u306e\u6b63\u78ba\u6027\u3092\u5fc5\u305a\u78ba\u8a8d\u3059\u308b\uff08\u30d5\u30a1\u30af\u30c8\u30c1\u30a7\u30c3\u30af\uff09<\/h3>\n\n\n\n<p>AI\u306f\u975e\u5e38\u306b\u8aac\u5f97\u529b\u306e\u3042\u308b\u6587\u7ae0\u3092\u751f\u6210\u3057\u307e\u3059\u304c\u3001\u305d\u306e\u5185\u5bb9\u304c\u5fc5\u305a\u3057\u3082\u4e8b\u5b9f\u3067\u3042\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u5618\u3092\u3064\u304f\u73fe\u8c61\u306f\u300c\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u300d\u3068\u547c\u3070\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3061\u3089\u306fAI\u306e\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u5618\uff09\u3092\u9632\u3050\u305f\u3081\u306e\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u5bfe\u7b56\u3084\u539f\u56e0\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=\"qlekJGnDsW\"><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=8syfuEqmPM#?secret=qlekJGnDsW\" data-secret=\"qlekJGnDsW\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>GPT-5.2\u306e\u3088\u3046\u306a\u6700\u65b0\u30e2\u30c7\u30eb\u3067\u306f\u3001\u63a8\u8ad6\u80fd\u529b\u306e\u5411\u4e0a\u306b\u3088\u308a\u3001\u8ad6\u7406\u7684\u306a\u8aa4\u308a\u3084\u5358\u7d14\u306a\u4e8b\u5b9f\u8aa4\u8a8d\u306f\u4ee5\u524d\u306b\u6bd4\u3079\u3066\u5927\u5e45\u306b\u6e1b\u5c11\u3057\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u305d\u308c\u3067\u3082\u5b8c\u74a7\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u7279\u306b\u6700\u65b0\u306e\u30cb\u30e5\u30fc\u30b9\u3001\u30cb\u30c3\u30c1\u306a\u5c02\u9580\u77e5\u8b58\u3001\u6cd5\u5f8b\u3084\u533b\u7642\u306b\u95a2\u3059\u308b\u60c5\u5831\u306b\u3064\u3044\u3066\u306f\u3001\u53e4\u3044\u60c5\u5831\u3092\u5143\u306b\u56de\u7b54\u3057\u3066\u3044\u305f\u308a\u3001\u67b6\u7a7a\u306e\u60c5\u5831\u3092\u751f\u6210\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u305f\u304c\u3063\u3066\u3001AI\u304c\u51fa\u529b\u3057\u305f\u6570\u5b57\u3084\u56fa\u6709\u540d\u8a5e\u3001\u6839\u62e0\u3068\u306a\u308b\u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066\u306f\u3001\u5fc5\u305a\u4eba\u9593\u304c\u4e00\u6b21\u60c5\u5831\u3092\u3042\u305f\u3063\u3066\u78ba\u8a8d\u3059\u308b\uff08\u30d5\u30a1\u30af\u30c8\u30c1\u30a7\u30c3\u30af\uff09\u7656\u3092\u3064\u3051\u3066\u304f\u3060\u3055\u3044\u3002\u300cAI\u304c\u8a00\u3063\u3066\u3044\u308b\u304b\u3089\u6b63\u3057\u3044\u300d\u3068\u9d5c\u5451\u307f\u306b\u305b\u305a\u3001\u3042\u304f\u307e\u3067\u4e0b\u66f8\u304d\u3084\u53c2\u8003\u60c5\u5831\u3068\u3057\u3066\u6271\u3044\u3001\u6700\u7d42\u7684\u306a\u8cac\u4efb\u306f\u4eba\u9593\u304c\u6301\u3064\u3068\u3044\u3046\u610f\u8b58\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8a18\u53f7\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n<p>\u6700\u5f8c\u306b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u4f5c\u6210\u306b\u304a\u3044\u3066\u3088\u304f\u5bc4\u305b\u3089\u308c\u308b\u7591\u554f\u306b\u3064\u3044\u3066\u304a\u7b54\u3048\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u300c#\u300d\u3092\u4f7f\u308f\u305a\u306b\u6587\u7ae0\u3060\u3051\u3067\u6307\u793a\u3057\u3066\u3082\u5927\u4e08\u592b\u3067\u3059\u304b\uff1f<\/li>\n\n\n\n<li>\u300c#\u300d\u4ee5\u5916\u306e\u8a18\u53f7\uff08\u30de\u30fc\u30af\u30c0\u30a6\u30f3\uff09\u306b\u306f\u3069\u3093\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u304b\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u7591\u554f\u3092\u89e3\u6d88\u3057\u3066\u3001\u81ea\u4fe1\u3092\u6301\u3063\u3066\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u305d\u308c\u305e\u308c\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u300c#\u300d\u3092\u4f7f\u308f\u305a\u306b\u6587\u7ae0\u3060\u3051\u3067\u6307\u793a\u3057\u3066\u3082\u5927\u4e08\u592b\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>\u7d50\u8ad6\u304b\u3089\u8a00\u3046\u3068\u3001\u300c#\u300d\u3092\u4f7f\u308f\u305a\u306b\u6587\u7ae0\u3060\u3051\u3067\u6307\u793a\u3057\u3066\u3082\u3001ChatGPT\u306f\u56de\u7b54\u3092\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u65e5\u5e38\u4f1a\u8a71\u3084\u3001\u975e\u5e38\u306b\u5358\u7d14\u306a\u8cea\u554f\uff08\u4f8b\uff1a\u300c\u6771\u4eac\u306e\u5929\u6c17\u306f\uff1f\u300d\u300c\u30ab\u30ec\u30fc\u306e\u4f5c\u308a\u65b9\u3092\u6559\u3048\u3066\u300d\uff09\u3067\u3042\u308c\u3070\u3001\u308f\u3056\u308f\u3056\u8a18\u53f7\u3092\u4f7f\u3063\u3066\u69cb\u9020\u5316\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u696d\u52d9\u3067\u4f7f\u3046\u3088\u3046\u306a\u8907\u96d1\u306a\u6307\u793a\u3084\u3001\u7279\u5b9a\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u5b88\u3089\u305b\u305f\u3044\u5834\u5408\u306b\u306f\u3001\u6587\u7ae0\u3060\u3051\u306e\u6307\u793a\u3067\u306f\u7cbe\u5ea6\u304c\u5b89\u5b9a\u3057\u306a\u3044\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002\u6587\u7ae0\u3060\u3051\u3060\u3068\u3001\u3069\u3053\u304c\u91cd\u8981\u306a\u6761\u4ef6\u306a\u306e\u304b\u304c\u57cb\u3082\u308c\u3066\u3057\u307e\u3044\u3001AI\u304c\u898b\u843d\u3068\u3059\u30ea\u30b9\u30af\u304c\u9ad8\u307e\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u7cbe\u5ea6\u306e\u9ad8\u3044\u56de\u7b54\u3092\u5b89\u5b9a\u3057\u3066\u5f97\u305f\u3044\u306e\u3067\u3042\u308c\u3070\u3001\u5c11\u3057\u624b\u9593\u306b\u611f\u3058\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u300c#\u300d\u3092\u4f7f\u3063\u3066\u610f\u56f3\u3092\u660e\u78ba\u306b\u4f1d\u3048\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002\u6163\u308c\u3066\u304f\u308c\u3070\u3001\u8a18\u53f7\u3092\u4f7f\u3063\u305f\u65b9\u304c\u601d\u8003\u3082\u6574\u7406\u3055\u308c\u3001\u7d50\u679c\u7684\u306b\u6307\u793a\u51fa\u3057\u306e\u6642\u9593\u3092\u77ed\u7e2e\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u300c#\u300d\u4ee5\u5916\u306e\u8a18\u53f7\uff08\u30de\u30fc\u30af\u30c0\u30a6\u30f3\uff09\u306b\u306f\u3069\u3093\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u4f7f\u3048\u308b\u30de\u30fc\u30af\u30c0\u30a6\u30f3\u8a18\u6cd5\u306b\u306f\u3001\u300c#\u300d\u4ee5\u5916\u306b\u3082\u4fbf\u5229\u306a\u3082\u306e\u304c\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u8868\u73fe\u8c4a\u304b\u306a\u6307\u793a\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee3\u8868\u7684\u306a\u3082\u306e\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7b87\u6761\u66f8\u304d\uff08- \u307e\u305f\u306f *\uff09<\/strong>: \u30ea\u30b9\u30c8\u3092\u4f5c\u6210\u3059\u308b\u969b\u306b\u4f7f\u3044\u307e\u3059\u3002\n<ul class=\"wp-block-list\">\n<li><code>- \u9805\u76ee1<\/code><\/li>\n\n\n\n<li><code>- \u9805\u76ee2<\/code><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u756a\u53f7\u4ed8\u304d\u30ea\u30b9\u30c8\uff081.\uff09<\/strong>: \u9806\u5e8f\u304c\u3042\u308b\u624b\u9806\u3092\u793a\u3059\u969b\u306b\u4f7f\u3044\u307e\u3059\u3002\n<ul class=\"wp-block-list\">\n<li><code>1. \u624b\u9806A<\/code><\/li>\n\n\n\n<li><code>2. \u624b\u9806B<\/code><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5f15\u7528\uff08>\uff09<\/strong>: \u53c2\u7167\u3059\u308b\u6587\u7ae0\u3084\u3001\u8ab0\u304b\u306e\u767a\u8a00\u3092\u5f15\u7528\u3059\u308b\u969b\u306b\u4f7f\u3044\u307e\u3059\u3002\n<ul class=\"wp-block-list\">\n<li><code>> \u3053\u3053\u306f\u5f15\u7528\u30c6\u30ad\u30b9\u30c8\u3067\u3059<\/code><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u30b3\u30fc\u30c9\u30d6\u30ed\u30c3\u30af\uff08“`\uff09<\/strong>: \u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b3\u30fc\u30c9\u3084\u3001\u7279\u5b9a\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u305d\u306e\u307e\u307e\u6271\u308f\u305b\u305f\u3044\u5834\u5408\u306b\u4f7f\u3044\u307e\u3059\u3002\u30d0\u30c3\u30af\u30af\u30a9\u30fc\u30c83\u3064\u3067\u56f2\u307f\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u592a\u5b57\uff08<\/strong> <strong>\uff09<\/strong>: \u5f37\u8abf\u3057\u305f\u3044\u90e8\u5206\u3092\u56f2\u307f\u307e\u3059\u3002\uff08\u203b\u672c\u8a18\u4e8b\u306e\u51fa\u529b\u3067\u306f\u4f7f\u7528\u3057\u3066\u3044\u307e\u305b\u3093\u304c\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u5185\u3067\u306f\u6709\u52b9\u3067\u3059\uff09<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u8a18\u53f7\u306f\u3001Notion\u3084Slack\u3001GitHub\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3067\u3082\u5171\u901a\u3057\u3066\u4f7f\u308f\u308c\u3066\u3044\u308b\u6a19\u6e96\u7684\u306a\u8a18\u6cd5\u3067\u3059\u3002\u4e00\u5ea6\u899a\u3048\u3066\u3057\u307e\u3048\u3070\u3001AI\u3078\u306e\u6307\u793a\u51fa\u3057\u3060\u3051\u3067\u306a\u304f\u3001\u666e\u6bb5\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u4f5c\u6210\u306e\u52b9\u7387\u3082\u30a2\u30c3\u30d7\u3059\u308b\u306f\u305a\u3067\u3059\u3002\u307e\u305a\u306f\u898b\u51fa\u3057\u306e\u300c#\u300d\u3068\u7b87\u6761\u66f8\u304d\u306e\u300c-\u300d\u304b\u3089\u4f7f\u3044\u59cb\u3081\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u300c#\u300d\u4e00\u3064\u3067AI\u306e\u56de\u7b54\u304c\u6fc0\u5909\uff1f\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u771f\u9ac4<\/h2>\n\n\n\n<p>\u305f\u3060\u6f2b\u7136\u3068\u8a00\u8449\u3092\u4e26\u3079\u3066\u6307\u793a\u3092\u51fa\u3059\u3060\u3051\u3067\u306f\u3001AI\u306e\u771f\u4fa1\u306f\u767a\u63ee\u3055\u308c\u307e\u305b\u3093\u3002\u5b9f\u306f\u300c#\u300d\u3068\u3044\u3046\u8a18\u53f7\u4e00\u3064\u304c\u3001AI\u306b\u5bfe\u3059\u308b\u5171\u901a\u8a00\u8a9e\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3001\u56de\u7b54\u306e\u7cbe\u5ea6\u3092\u5287\u7684\u306b\u5411\u4e0a\u3055\u305b\u308b\u9375\u3068\u306a\u308a\u307e\u3059\u3002OpenAI\u306a\u3069\u306e\u958b\u767a\u73fe\u5834\u3067\u3082\u3001\u30de\u30fc\u30af\u30c0\u30a6\u30f3\u8a18\u6cd5\u3092\u7528\u3044\u305f\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u304c\u3001AI\u306e\u7406\u89e3\u3092\u52a9\u3051\u308b\u91cd\u8981\u306a\u8981\u7d20\u3067\u3042\u308b\u3053\u3068\u304c\u6307\u6458\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u9b54\u8853\u5e2b\u305f\u3061\u304c\u5b9f\u8df5\u3057\u3066\u3044\u308b\u3001\u8a18\u53f7\u3092\u4f7f\u3063\u305f\u6307\u793a\u51fa\u3057\u306e\u6975\u610f\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5f15\u7528\u5143\uff1a<\/p>\n\n\n\n<p>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u304a\u3044\u3066\u3001\u30de\u30fc\u30af\u30c0\u30a6\u30f3\u5f62\u5f0f\u3084\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u304c\u6587\u8108\u3084\u60c5\u5831\u306e\u968e\u5c64\u69cb\u9020\u3092\u3088\u308a\u6b63\u78ba\u306b\u7406\u89e3\u3067\u304d\u308b\u3053\u3068\u304c\u78ba\u8a8d\u3055\u308c\u3066\u3044\u307e\u3059\u3002\uff08OpenAI, “Best practices for prompt engineering with OpenAI API”\uff09<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u66d6\u6627\u306a\u6307\u793a\u306fNG\uff01\u300c\u69cb\u9020\u5316\u300d\u3067AI\u3092\u8ff7\u308f\u305b\u306a\u3044\u6280\u8853<\/h2>\n\n\n\n<p>AI\u306b\u300c\u826f\u3044\u611f\u3058\u306b\u66f8\u3044\u3066\u300d\u3068\u983c\u3093\u3067\u3082\u3001\u671f\u5f85\u901a\u308a\u306e\u7d50\u679c\u306f\u8fd4\u3063\u3066\u304d\u307e\u305b\u3093\u3002\u91cd\u8981\u306a\u306e\u306f\u300c\u547d\u4ee4\u300d\u3068\u300c\u5165\u529b\u30c7\u30fc\u30bf\u300d\u3092\u660e\u78ba\u306b\u5206\u3051\u308b\u3053\u3068\u3067\u3059\u3002\u300c#\u547d\u4ee4\u66f8\u300d\u300c#\u5236\u7d04\u6761\u4ef6\u300d\u3068\u3044\u3063\u305f\u898b\u51fa\u3057\u3092\u4f7f\u3063\u3066\u60c5\u5831\u3092\u30d6\u30ed\u30c3\u30af\u5316\u3059\u308b\u3053\u3068\u3067\u3001AI\u306f\u5404\u8981\u7d20\u306e\u5f79\u5272\u3092\u6b63\u3057\u304f\u8a8d\u8b58\u3057\u3001\u6307\u793a\u306e\u53d6\u308a\u9055\u3048\u3084\u6df7\u4e71\u3092\u9632\u3050\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u4eba\u9593\u304c\u6574\u7406\u3055\u308c\u305f\u66f8\u985e\u3092\u8aad\u307f\u3084\u3059\u3044\u306e\u3068\u540c\u3058\u7406\u5c48\u3067\u3059\u3002\u3055\u3089\u306b\u3001\u5909\u6570\u3092\u6d3b\u7528\u3057\u3066\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u5316\u3059\u308c\u3070\u3001\u696d\u52d9\u52b9\u7387\u306f\u3055\u3089\u306b\u52a0\u901f\u3059\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30b3\u30d4\u30da\u3067\u5373\u6226\u529b\uff01\u30d7\u30ed\u76f4\u4f1d\u306e\u300c\u6df1\u6d25\u5f0f\u300d\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/h2>\n\n\n\n<p>\u30bc\u30ed\u304b\u3089\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8003\u3048\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u65e5\u672c\u306eAI\u754c\u9688\u3067\u6a19\u6e96\u7684\u306a\u624b\u6cd5\u3068\u306a\u308a\u3064\u3064\u3042\u308b\u300c\u6df1\u6d25\u5f0f\u30d7\u30ed\u30f3\u30d7\u30c8\u300d\u3092\u6d3b\u7528\u3057\u307e\u3057\u3087\u3046\u3002\u5f79\u5272\u3001\u5236\u7d04\u6761\u4ef6\u3001\u5165\u529b\u6587\u3001\u51fa\u529b\u5f62\u5f0f\u3092\u660e\u78ba\u306b\u5b9a\u7fa9\u3059\u308b\u3053\u306e\u578b\u306f\u3001\u6700\u65b0\u30e2\u30c7\u30eb\u306eGPT-5.2\u306b\u304a\u3044\u3066\u3082\u6975\u3081\u3066\u6709\u52b9\u3067\u3059\u3002\u307e\u305f\u3001\u8907\u96d1\u306a\u30bf\u30b9\u30af\u306b\u306f\u601d\u8003\u30d7\u30ed\u30bb\u30b9\u3092\u8a18\u8ff0\u3055\u305b\u308b\u300cReAct\u30d7\u30ed\u30f3\u30d7\u30c8\u300d\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u8ad6\u7406\u7684\u3067\u7cbe\u5ea6\u306e\u9ad8\u3044\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3092\u5f15\u304d\u51fa\u3059\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 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