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 23:33	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

ChatGPT\uff08\u30c1\u30e3\u30c3\u30c8\u30b8\u30fc\u30d4\u30fc\u30c6\u30a3\u30fc\uff09\u3068\u306f\uff1fOpenAI\u304c\u958b\u767a\u3057\u305f\u9769\u65b0\u7684\u306a\u5bfe\u8a71\u578bAI<\/a><\/blockquote><\/iframe>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306f\uff1f<\/h2>\n\n\n\n<p>few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3001AI\u306b\u5bfe\u3057\u3066\u5358\u306b\u6307\u793a\u3092\u4e0e\u3048\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u8907\u6570\u306e\u300c\u56de\u7b54\u306e\u5177\u4f53\u4f8b\uff08shot\uff09\u300d\u3092\u4e00\u7dd2\u306b\u63d0\u793a\u3059\u308b\u3053\u3068\u3067\u3001AI\u306e\u7406\u89e3\u3092\u52a9\u3051\u3001\u671f\u5f85\u3059\u308b\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3078\u3068\u8a98\u5c0e\u3059\u308b\u30c6\u30af\u30cb\u30c3\u30af\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001\u305d\u306e\u57fa\u672c\u7684\u306a\u610f\u5473\u3068\u3001\u4ed6\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u624b\u6cd5\u3068\u306e\u9055\u3044\u3001\u305d\u3057\u3066\u306a\u305c\u7cbe\u5ea6\u304c\u5411\u4e0a\u3059\u308b\u306e\u304b\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u57fa\u672c\u7684\u306a\u610f\u5473<\/h3>\n\n\n\n<p><strong>few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306f\u3001AI\u306b\u5bfe\u3057\u30662\u3064\u4ee5\u4e0a\u306e\u300c\u6307\u793a\uff0b\u56de\u7b54\u300d\u306e\u30da\u30a2\u3092\u5177\u4f53\u4f8b\u3068\u3057\u3066\u793a\u3057\u3066\u304b\u3089\u3001\u672c\u984c\u306e\u6307\u793a\u3092\u6295\u3052\u304b\u3051\u308b\u624b\u6cd5\u306e\u3053\u3068\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<p>\u4e8b\u524d\u306b\u8907\u6570\u306e\u624b\u672c\u3092\u898b\u305b\u308b\u3053\u3068\u3067\u3001AI\u306f\u30e6\u30fc\u30b6\u30fc\u304c\u3069\u306e\u3088\u3046\u306a\u6587\u8108\u3067\u3001\u3069\u306e\u3088\u3046\u306a\u5f62\u5f0f\u306e\u56de\u7b54\u3092\u6c42\u3081\u3066\u3044\u308b\u306e\u304b\u3092\u6b63\u78ba\u306b\u5b66\u7fd2\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6599\u7406\u306e\u30ec\u30b7\u30d4\u3092\u6559\u3048\u308b\u969b\u306b\u3001\u5b8c\u6210\u54c1\u306e\u5199\u771f\u3084\u8abf\u7406\u5de5\u7a0b\u306e\u5199\u771f\u3092\u4f55\u679a\u304b\u898b\u305b\u308b\u3053\u3068\u3067\u3001\u76f8\u624b\u306e\u7406\u89e3\u304c\u6df1\u307e\u308b\u306e\u3068\u540c\u3058\u539f\u7406\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Zero-shot\u30fbOne-shot\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306e\u9055\u3044<\/h3>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u306f\u3001\u63d0\u793a\u3059\u308b\u5177\u4f53\u4f8b\u306e\u6570\u306b\u3088\u3063\u3066\u3044\u304f\u3064\u304b\u306e\u7a2e\u985e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>Zero-shot\u30d7\u30ed\u30f3\u30d7\u30c8<\/strong>\u306f\u3001\u5177\u4f53\u4f8b\u3092\u4e00\u5207\u793a\u3055\u305a\u306b\u3001\u6307\u793a\uff08\u30bf\u30b9\u30af\uff09\u3060\u3051\u3092\u4f1d\u3048\u308b\u6700\u3082\u30b7\u30f3\u30d7\u30eb\u306a\u65b9\u6cd5\u3067\u3059\u3002\u300c\u65e5\u672c\u306e\u9996\u90fd\u306f\uff1f\u300d\u306e\u3088\u3046\u306a\u4e00\u822c\u7684\u306a\u8cea\u554f\u306b\u306f\u3053\u308c\u3067\u5341\u5206\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>One-shot\u30d7\u30ed\u30f3\u30d7\u30c8<\/strong>\u306f\u30011\u3064\u3060\u3051\u5177\u4f53\u4f8b\u3092\u793a\u3057\u3066\u304b\u3089\u6307\u793a\u3092\u51fa\u3059\u65b9\u6cd5\u3067\u3059\u3002Zero-shot\u3088\u308a\u306f\u610f\u56f3\u304c\u4f1d\u308f\u308a\u3084\u3059\u3044\u3067\u3059\u304c\u3001\u4f8b\u304c\u4e00\u3064\u3060\u3051\u3060\u3068AI\u304c\u305d\u306e\u4f8b\u306b\u904e\u5ea6\u306b\u5f71\u97ff\u3055\u308c\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3001\u3053\u308c\u3089\u306e\u4e2d\u9593\u306b\u4f4d\u7f6e\u3057\u3001\u8907\u6570\u306e\u4f8b\uff08\u901a\u5e38\u306f2\u301c5\u500b\u7a0b\u5ea6\uff09\u3092\u793a\u3059\u3053\u3068\u3067\u3001\u6307\u793a\u306e\u30cb\u30e5\u30a2\u30f3\u30b9\u3092\u3088\u308a\u6b63\u78ba\u306b\u4f1d\u3048\u3089\u308c\u308b\u30d0\u30e9\u30f3\u30b9\u306e\u53d6\u308c\u305f\u624b\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3061\u3089\u306f\u3001few shot\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u306e\u6982\u5ff5\u3092\u63d0\u5531\u3057\u3001\u305d\u306e\u6709\u52b9\u6027\u3092\u5e83\u304f\u77e5\u3089\u3057\u3081\u305f\u753b\u671f\u7684\u306a\u8ad6\u6587\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/proceedings.neurips.cc\/paper\/2020\/file\/1457c0d6bfcb4967418bfb8ac142f64a-Paper.pdf\">https:\/\/proceedings.neurips.cc\/paper\/2020\/file\/1457c0d6bfcb4967418bfb8ac142f64a-Paper.pdf<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"2216\" height=\"1246\" src=\"https:\/\/taskhub.jp\/wp-content\/uploads\/2025\/09\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-09-30-22.37.29.png\" alt=\"\" class=\"wp-image-11473\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u306a\u305cfew shot \u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u56de\u7b54\u306e\u7cbe\u5ea6\u304c\u4e0a\u304c\u308b\u306e\u304b\uff1f<\/h3>\n\n\n\n<p><strong>few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u56de\u7b54\u306e\u7cbe\u5ea6\u304c\u4e0a\u304c\u308b\u7406\u7531\u306f\u3001AI\u304c\u4e0e\u3048\u3089\u308c\u305f\u5177\u4f53\u4f8b\u304b\u3089\u300c\u30d1\u30bf\u30fc\u30f3\u300d\u3084\u300c\u30eb\u30fc\u30eb\u300d\u3092\u81ea\u3089\u5b66\u7fd2\u3059\u308b\u305f\u3081\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<p>AI\u306f\u3001\u63d0\u793a\u3055\u308c\u305f\u8907\u6570\u306e\u4f8b\u3092\u6bd4\u8f03\u30fb\u5206\u6790\u3057\u3001\u305d\u306e\u4e2d\u306b\u5171\u901a\u3059\u308b\u6587\u4f53\u3001\u69cb\u9020\u3001\u601d\u8003\u30d7\u30ed\u30bb\u30b9\u306a\u3069\u3092\u62bd\u51fa\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u6697\u9ed9\u7684\u306a\u610f\u56f3\u3084\u671f\u5f85\u3059\u308b\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u306e\u5fae\u5999\u306a\u30cb\u30e5\u30a2\u30f3\u30b9\u307e\u3067\u6c72\u307f\u53d6\u308a\u3001\u6307\u793a\u3055\u308c\u305f\u30bf\u30b9\u30af\u306b\u5bfe\u3057\u3066\u3001\u3088\u308a\u6587\u8108\u306b\u6cbf\u3063\u305f\u8cea\u306e\u9ad8\u3044\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u3001\u6700\u65b0\u306eAI\u30e2\u30c7\u30eb\u3067\u3042\u308bGPT-5\u306a\u3069\u306f\u3001\u8907\u96d1\u306a\u8cea\u554f\u306e\u610f\u56f3\u3092\u6df1\u304f\u7406\u89e3\u3059\u308b\u80fd\u529b\u304c\u9ad8\u3044\u305f\u3081\u3001\u8cea\u306e\u9ad8\u3044\u5177\u4f53\u4f8b\u3092\u4e0e\u3048\u308b\u3053\u3068\u3067\u305d\u306e\u6027\u80fd\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u305b\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6700\u65b0\u306eAI\u30e2\u30c7\u30eb\u3067\u3042\u308bGPT-5\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u3001\u3053\u3061\u3089\u306e\u89e3\u8aac\u8a18\u4e8b\u3082\u304a\u3059\u3059\u3081\u3067\u3059\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=\"ePEUI2ao6u\"><a href=\"https:\/\/taskhub.jp\/useful\/gpt-5\/\">GPT-5\u3068\u306f\uff1f\u4f7f\u3044\u65b9\u304b\u3089\u65e2\u5b58\u30e2\u30c7\u30eb\u3068\u306e\u9055\u3044\u307e\u3067\u5fb9\u5e95\u89e3\u8aac\uff01<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"“GPT-5\u3068\u306f\uff1f\u4f7f\u3044\u65b9\u304b\u3089\u65e2\u5b58\u30e2\u30c7\u30eb\u3068\u306e\u9055\u3044\u307e\u3067\u5fb9\u5e95\u89e3\u8aac\uff01” — Taskhub\" src=\"https:\/\/taskhub.jp\/useful\/gpt-5\/embed\/#?secret=pmBX99vwV2#?secret=ePEUI2ao6u\" data-secret=\"ePEUI2ao6u\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u3046\u30e1\u30ea\u30c3\u30c8<\/h2>\n\n\n\n<p>few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u306b\u306f\u3001\u5358\u306b\u56de\u7b54\u306e\u7cbe\u5ea6\u304c\u4e0a\u304c\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u3088\u308a\u5177\u4f53\u7684\u3067\u5b9f\u8df5\u7684\u306a\u30e1\u30ea\u30c3\u30c8\u304c3\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u3069\u306e\u3088\u3046\u306a\u5834\u9762\u3067few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u6709\u52b9\u306a\u306e\u304b\u304c\u660e\u78ba\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>AI\u306b\u5c02\u9580\u7684\u306a\u5f79\u5272\u3092\u4e0e\u3048\u3089\u308c\u308b<\/li>\n\n\n\n<li>\u56de\u7b54\u306e\u5f62\u5f0f\uff08\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\uff09\u3092\u7d30\u304b\u304f\u6307\u5b9a\u3067\u304d\u308b<\/li>\n\n\n\n<li>\u6587\u8108\u3092\u7406\u89e3\u3055\u305b\u3001\u56de\u7b54\u306e\u8cea\u3092\u5411\u4e0a\u3067\u304d\u308b<\/li>\n<\/ol>\n\n\n\n<p>\u305d\u308c\u3067\u306f\u3001\u4e00\u3064\u305a\u3064\u8a73\u3057\u304f\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI\u306b\u5c02\u9580\u7684\u306a\u5f79\u5272\u3092\u4e0e\u3048\u3089\u308c\u308b<\/h3>\n\n\n\n<p><strong>few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001AI\u306b\u7279\u5b9a\u306e\u5c02\u9580\u5bb6\u3068\u3057\u3066\u306e\u5f79\u5272\uff08\u30da\u30eb\u30bd\u30ca\uff09\u3092\u52b9\u679c\u7684\u306b\u4e0e\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u300c\u3042\u306a\u305f\u306f\u30d7\u30ed\u306e\u30b3\u30d4\u30fc\u30e9\u30a4\u30bf\u30fc\u3067\u3059\u300d\u3068\u3044\u3046\u6307\u793a\u3060\u3051\u3092\u4e0e\u3048\u308b\u3088\u308a\u3082\u3001\u300c\u30d7\u30ed\u306e\u30b3\u30d4\u30fc\u30e9\u30a4\u30bf\u30fc\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e\u4f8b\u306e\u3088\u3046\u306b\u5546\u54c1\u306e\u30ad\u30e3\u30c3\u30c1\u30b3\u30d4\u30fc\u3092\u8003\u3048\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u8907\u6570\u306e\u512a\u308c\u305f\u30b3\u30d4\u30fc\u306e\u4f8b\u3092\u793a\u3059\u65b9\u304c\u3001AI\u306f\u300c\u30d7\u30ed\u306e\u30b3\u30d4\u30fc\u30e9\u30a4\u30bf\u30fc\u3089\u3057\u3055\u300d\u3092\u3088\u308a\u6df1\u304f\u7406\u89e3\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u5358\u306a\u308b\u60c5\u5831\u306e\u7f85\u5217\u3067\u306f\u306a\u304f\u3001\u6307\u5b9a\u3057\u305f\u5f79\u5272\u306e\u5c02\u9580\u77e5\u8b58\u3084\u8996\u70b9\u3001\u72ec\u7279\u306e\u8a00\u8449\u9078\u3073\u3092\u53cd\u6620\u3057\u305f\u3001\u6df1\u307f\u306e\u3042\u308b\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u56de\u7b54\u306e\u5f62\u5f0f\uff08\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\uff09\u3092\u7d30\u304b\u304f\u6307\u5b9a\u3067\u304d\u308b<\/h3>\n\n\n\n<p><strong>\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306e\u4f8b\u3092\u793a\u3059\u3053\u3068\u3067\u3001\u751f\u6210\u3055\u308c\u305f\u6587\u7ae0\u3092\u5f8c\u304b\u3089\u624b\u4f5c\u696d\u3067\u4fee\u6b63\u3059\u308b\u624b\u9593\u304c\u5927\u5e45\u306b\u524a\u6e1b\u3055\u308c\u3001\u4f5c\u696d\u52b9\u7387\u304c\u98db\u8e8d\u7684\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p>\u56de\u7b54\u306e\u51fa\u529b\u5f62\u5f0f\u3092\u53b3\u5bc6\u306b\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3057\u305f\u3044\u5834\u5408\u306b\u3001few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u7d76\u5927\u306a\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u7b87\u6761\u66f8\u304d\u3001\u8868\u5f62\u5f0f\uff08\u30c6\u30fc\u30d6\u30eb\uff09\u3001JSON\u5f62\u5f0f\u306a\u3069\u3001\u7279\u5b9a\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u56de\u7b54\u3092\u5f97\u305f\u3044\u5834\u5408\u3001\u305d\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306e\u4f8b\u3092\u3044\u304f\u3064\u304b\u793a\u3059\u3053\u3068\u3067\u3001AI\u306f\u6307\u793a\u3055\u308c\u305f\u5185\u5bb9\u3092\u6b63\u78ba\u306b\u305d\u306e\u578b\u306b\u6d41\u3057\u8fbc\u3093\u3067\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u3001\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u3084\u30c7\u30fc\u30bf\u6574\u7406\u306a\u3069\u306e\u5b9a\u578b\u7684\u306a\u30bf\u30b9\u30af\u3067\u975e\u5e38\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6587\u8108\u3092\u7406\u89e3\u3055\u305b\u3001\u56de\u7b54\u306e\u8cea\u3092\u5411\u4e0a\u3067\u304d\u308b<\/h3>\n\n\n\n<p><strong>few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3001\u8907\u96d1\u306a\u6587\u8108\u3084\u80cc\u666f\u60c5\u5831\u3092\u6301\u3063\u305f\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u3001AI\u306e\u72b6\u6cc1\u7406\u89e3\u80fd\u529b\u3092\u9ad8\u3081\u3001\u56de\u7b54\u306e\u8cea\u305d\u306e\u3082\u306e\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u7279\u5b9a\u306e\u4f01\u696d\u6587\u5316\u3084\u30d6\u30e9\u30f3\u30c9\u30a4\u30e1\u30fc\u30b8\u306b\u6cbf\u3063\u305f\u6587\u7ae0\u3092\u4f5c\u6210\u3057\u305f\u3044\u5834\u5408\u3001\u904e\u53bb\u306e\u30d7\u30ec\u30b9\u30ea\u30ea\u30fc\u30b9\u3084\u30d6\u30ed\u30b0\u8a18\u4e8b\u3092\u3044\u304f\u3064\u304b\u4f8b\u3068\u3057\u3066\u793a\u3059\u3053\u3068\u3067\u3001AI\u306f\u305d\u306e\u4f01\u696d\u72ec\u7279\u306e\u30c8\u30fc\u30f3\uff06\u30de\u30ca\u30fc\u3092\u5b66\u7fd2\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u8868\u9762\u7684\u306b\u6b63\u3057\u3044\u3060\u3051\u3067\u306a\u304f\u3001\u305d\u306e\u5834\u306e\u6587\u8108\u3084\u80cc\u666f\u306b\u3042\u308b\u4fa1\u5024\u89b3\u306b\u307e\u3067\u914d\u616e\u3057\u305f\u3001\u4e00\u8cab\u6027\u306e\u3042\u308b\u8cea\u306e\u9ad8\u3044\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3010\u30b3\u30d4\u30daOK\u3011ChatGPT\u3067\u3059\u3050\u306b\u4f7f\u3048\u308bfew shot \u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u66f8\u304d\u65b9\u3068\u6d3b\u7528\u4e8b\u4f8b5\u9078<\/h2>\n\n\n\n<p>\u3053\u3053\u304b\u3089\u306f\u3001\u5b9f\u969b\u306bChatGPT\u3067few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u3046\u305f\u3081\u306e\u5177\u4f53\u7684\u306a\u66f8\u304d\u65b9\u3068\u3001\u69d8\u3005\u306a\u30b7\u30fc\u30f3\u3067\u5f79\u7acb\u30645\u3064\u306e\u6d3b\u7528\u4e8b\u4f8b\u3092\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u4ed8\u304d\u3067\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u4f8b\u3092\u53c2\u8003\u306b\u3001\u3042\u306a\u305f\u306e\u76ee\u7684\u306b\u5408\u308f\u305b\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u57fa\u672c\u7684\u306a\u66f8\u304d\u65b9\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8<\/h3>\n\n\n\n<p>few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u57fa\u672c\u69cb\u9020\u306f\u975e\u5e38\u306b\u30b7\u30f3\u30d7\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u5177\u4f53\u4f8b\u300d\u3092\u3044\u304f\u3064\u304b\u63d0\u793a\u3057\u3001\u6700\u5f8c\u306b\u300c\u672c\u984c\u306e\u6307\u793a\u300d\u3092\u8a18\u8ff0\u3059\u308b\u3060\u3051\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-cover\" style=\"min-height:368px;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>\uff08\u3053\u3053\u306b\u6307\u793a\u306e\u5168\u4f53\u50cf\u3084\u5f79\u5272\u3092\u8a18\u8ff0\uff09\n\n\u4f8b1:\n\u5165\u529b: \uff08\u5165\u529b\u306e\u4f8b1\uff09\n\u51fa\u529b: \uff08\u671f\u5f85\u3059\u308b\u51fa\u529b\u306e\u4f8b1\uff09\n\n\u4f8b2:\n\u5165\u529b: \uff08\u5165\u529b\u306e\u4f8b2\uff09\n\u51fa\u529b: \uff08\u671f\u5f85\u3059\u308b\u51fa\u529b\u306e\u4f8b2\uff09\n\n\uff08\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u4f8b3\u3001\u4f8b4\u2026\u3068\u7d9a\u3051\u308b\uff09\n\n\u5165\u529b: \uff08\u5b9f\u969b\u306b\u51e6\u7406\u3057\u3066\u307b\u3057\u3044\u5165\u529b\uff09\n\u51fa\u529b:<\/code><\/pre>\n<\/div>\n<\/div><\/div>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u300c\u5165\u529b:\u300d\u300c\u51fa\u529b:\u300d\u3068\u3044\u3063\u305f\u30e9\u30d9\u30eb\u3092\u4f7f\u3063\u3066\u69cb\u9020\u3092\u660e\u78ba\u306b\u3059\u308b\u3068\u3001AI\u304c\u30d1\u30bf\u30fc\u30f3\u3092\u8a8d\u8b58\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6d3b\u7528\u4e8b\u4f8b\u2460\uff1a\u5546\u54c1\u7d39\u4ecb\u6587\u306e\u30c6\u30a4\u30b9\u30c8\u3092\u7d71\u4e00\u3059\u308b<\/h3>\n\n\n\n<p>\u7279\u5b9a\u306e\u30d6\u30e9\u30f3\u30c9\u30a4\u30e1\u30fc\u30b8\u3084\u6587\u4f53\u306e\u30c8\u30fc\u30f3\u3092\u7d71\u4e00\u3057\u305f\u3044\u5834\u5408\u306b\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001\u89aa\u3057\u307f\u3084\u3059\u3044\u30ab\u30b8\u30e5\u30a2\u30eb\u306a\u53e3\u8abf\u3067\u5546\u54c1\u3092\u7d39\u4ecb\u3059\u308b\u4f8b\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-cover\"><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>\u3042\u306a\u305f\u306fEC\u30b5\u30a4\u30c8\u306e\u30d9\u30c6\u30e9\u30f3\u62c5\u5f53\u8005\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u4f8b\u3092\u53c2\u8003\u306b\u3057\u3066\u3001\u5546\u54c1\u306e\u9b45\u529b\u3092\u4f1d\u3048\u308b\u89aa\u3057\u307f\u3084\u3059\u3044\u7d39\u4ecb\u6587\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u4f8b1:\n\u5165\u529b: \u9ad8\u6a5f\u80fd\u30aa\u30d5\u30a3\u30b9\u30c1\u30a7\u30a2\n\u51fa\u529b: \u300c\u5ea7\u308a\u5fc3\u5730\u3001\u307e\u308b\u3067\u96f2\u306e\u4e0a\uff01\u9577\u6642\u9593\u306e\u30c7\u30b9\u30af\u30ef\u30fc\u30af\u3067\u3082\u3001\u3053\u306e\u6905\u5b50\u304c\u3042\u308c\u3070\u75b2\u308c\u77e5\u3089\u305a\u3002\u3042\u306a\u305f\u306e\u96c6\u4e2d\u529b\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3057\u307e\u3059\u3002\u300d\n\n\u4f8b2:\n\u5165\u529b: \u5168\u81ea\u52d5\u30b3\u30fc\u30d2\u30fc\u30e1\u30fc\u30ab\u30fc\n\u51fa\u529b: \u300c\u6bce\u671d\u306e\u30b3\u30fc\u30d2\u30fc\u30bf\u30a4\u30e0\u304c\u5909\u308f\u308b\uff01\u8c46\u3068\u6c34\u3092\u5165\u308c\u308b\u3060\u3051\u3067\u3001\u30d0\u30ea\u30b9\u30bf\u304c\u6df9\u308c\u305f\u3088\u3046\u306a\u672c\u683c\u7684\u306a\u4e00\u676f\u304c\u697d\u3057\u3081\u308b\u3002\u5fd9\u3057\u3044\u3042\u306a\u305f\u306e\u983c\u308c\u308b\u76f8\u68d2\u3067\u3059\u3002\u300d\n\n\u5165\u529b: \u30ce\u30a4\u30ba\u30ad\u30e3\u30f3\u30bb\u30ea\u30f3\u30b0\u6a5f\u80fd\u4ed8\u304d\u30ef\u30a4\u30e4\u30ec\u30b9\u30a4\u30e4\u30db\u30f3\n\u51fa\u529b:<\/code><\/pre>\n<\/div>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u6d3b\u7528\u4e8b\u4f8b\u2461\uff1a\u8907\u6570\u306e\u6587\u7ae0\u3092\u4efb\u610f\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u8981\u7d04\u3059\u308b<\/h3>\n\n\n\n<p>\u8907\u6570\u306e\u60c5\u5831\u6e90\u304b\u3089\u3001\u7279\u5b9a\u306e\u8981\u7d20\u3060\u3051\u3092\u629c\u304d\u51fa\u3057\u3066\u6307\u5b9a\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u8981\u7d04\u3055\u305b\u305f\u3044\u5834\u5408\u306b\u4fbf\u5229\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-cover\"><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>\u4ee5\u4e0b\u306e\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u304b\u3089\u3001\u300c\u4f01\u696d\u540d\u300d\u300c\u767a\u8868\u65e5\u300d\u300c\u6982\u8981\u300d\u306e3\u70b9\u3092\u629c\u304d\u51fa\u3057\u3001\u6307\u5b9a\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u8981\u7d04\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u4f8b1:\n\u5165\u529b: \u300c\u682a\u5f0f\u4f1a\u793eABC\u306f2025\u5e749\u670815\u65e5\u3001\u753b\u671f\u7684\u306a\u65b0\u7d20\u6750\u300e\u30c6\u30af\u30cb\u30a6\u30e0\u300f\u306e\u958b\u767a\u306b\u6210\u529f\u3057\u305f\u3068\u767a\u8868\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u7d20\u6750\u306f\u5f93\u6765\u306e\u88fd\u54c1\u306b\u6bd4\u30795\u500d\u306e\u5f37\u5ea6\u3092\u8a87\u308a\u307e\u3059\u3002\u300d\n\u51fa\u529b:\n\u4f01\u696d\u540d: \u682a\u5f0f\u4f1a\u793eABC\n\u767a\u8868\u65e5: 2025\u5e749\u670815\u65e5\n\u6982\u8981: \u5f93\u6765\u6bd45\u500d\u306e\u5f37\u5ea6\u3092\u6301\u3064\u65b0\u7d20\u6750\u300c\u30c6\u30af\u30cb\u30a6\u30e0\u300d\u306e\u958b\u767a\u306b\u6210\u529f\u3002\n\n\u4f8b2:\n\u5165\u529b: \u300cIT\u5927\u624b\u306eGHI\u30b7\u30b9\u30c6\u30e0\u306f\u672c\u65e5\u30019\u670810\u65e5\u306b\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306e\u6599\u91d1\u6539\u5b9a\u3092\u884c\u3046\u3053\u3068\u3092\u660e\u3089\u304b\u306b\u3057\u307e\u3057\u305f\u3002\u500b\u4eba\u5411\u3051\u30d7\u30e9\u30f3\u304c\u3088\u308a\u5229\u7528\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u300d\n\u51fa\u529b:\n\u4f01\u696d\u540d: GHI\u30b7\u30b9\u30c6\u30e0\n\u767a\u8868\u65e5: 2025\u5e749\u670810\u65e5\n\u6982\u8981: \u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306e\u6599\u91d1\u3092\u6539\u5b9a\u3057\u3001\u500b\u4eba\u5411\u3051\u30d7\u30e9\u30f3\u3092\u5024\u4e0b\u3052\u3002\n\n\u5165\u529b: \u300c\u81ea\u52d5\u8eca\u30e1\u30fc\u30ab\u30fc\u306eJKL\u30e2\u30fc\u30bf\u30fc\u306f\u30012025\u5e749\u670820\u65e5\u306b\u65b0\u578bEV\uff08\u96fb\u6c17\u81ea\u52d5\u8eca\uff09\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u3002\u822a\u7d9a\u8ddd\u96e2\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002\u300d\n\u51fa\u529b:<\/code><\/pre>\n<\/div>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u6d3b\u7528\u4e8b\u4f8b\u2462\uff1a\u6307\u5b9a\u3057\u305f\u5f62\u5f0f\u3067\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3059\u308b<\/h3>\n\n\n\n<p>\u7279\u5b9a\u306e\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u898f\u7d04\u3084\u30b9\u30bf\u30a4\u30eb\u306b\u6cbf\u3063\u3066\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3055\u305b\u305f\u3044\u5834\u5408\u306b\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30b3\u30e1\u30f3\u30c8\u306e\u4ed8\u3051\u65b9\u3084\u5909\u6570\u540d\u306e\u4ed8\u3051\u65b9\u306a\u3069\u3092\u4f8b\u3067\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-cover\"><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>\u3042\u306a\u305f\u306f\u7d4c\u9a13\u8c4a\u5bcc\u306aPython\u30d7\u30ed\u30b0\u30e9\u30de\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u4f8b\u306e\u3088\u3046\u306b\u3001\u51e6\u7406\u5185\u5bb9\u3092\u8aac\u660e\u3059\u308b\u30b3\u30e1\u30f3\u30c8\u3092\u5fc5\u305a\u4ed8\u3051\u3066\u3001\u95a2\u6570\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u4f8b1:\n\u5165\u529b: 2\u3064\u306e\u6570\u5024\u3092\u53d7\u3051\u53d6\u308a\u3001\u305d\u306e\u5408\u8a08\u3092\u8fd4\u3059\u95a2\u6570\n\u51fa\u529b:\n# 2\u3064\u306e\u6570\u5024\u3092\u52a0\u7b97\u3059\u308b\ndef add_numbers(a, b):\n return a + b\n\n\u4f8b2:\n\u5165\u529b: \u6587\u5b57\u5217\u3092\u53d7\u3051\u53d6\u308a\u3001\u305d\u306e\u9577\u3055\u3092\u8fd4\u3059\u95a2\u6570\n\u51fa\u529b:\n# \u6587\u5b57\u5217\u306e\u6587\u5b57\u6570\u3092\u30ab\u30a6\u30f3\u30c8\u3059\u308b\ndef get_string_length(text):\n return len(text)\n\n\u5165\u529b: 2\u3064\u306e\u6570\u5024\u3092\u53d7\u3051\u53d6\u308a\u3001\u305d\u306e\u7a4d\u3092\u8fd4\u3059\u95a2\u6570\n\u51fa\u529b:<\/code><\/pre>\n<\/div>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u6d3b\u7528\u4e8b\u4f8b\u2463\uff1a\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u30e1\u30fc\u30eb\u306b\u611f\u60c5\u3092\u5206\u6790\u3057\u3066\u8fd4\u4fe1\u3059\u308b<\/h3>\n\n\n\n<p>\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u542b\u307e\u308c\u308b\u611f\u60c5\uff08\u30dd\u30b8\u30c6\u30a3\u30d6\u3001\u30cd\u30ac\u30c6\u30a3\u30d6\u3001\u4e2d\u7acb\uff09\u3092\u8aad\u307f\u53d6\u308a\u3001\u305d\u308c\u306b\u5fdc\u3058\u305f\u9069\u5207\u306a\u8fd4\u4fe1\u6587\u3092\u751f\u6210\u3059\u308b\u30bf\u30b9\u30af\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-cover\"><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>\u9867\u5ba2\u304b\u3089\u306e\u304a\u554f\u3044\u5408\u308f\u305b\u30e1\u30fc\u30eb\u3092\u5206\u6790\u3057\u3001\u305d\u306e\u611f\u60c5\u306b\u5fdc\u3058\u3066\u4e01\u5be7\u306a\u8fd4\u4fe1\u6587\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u4f8b1:\n\u5165\u529b: \u300c\u5148\u65e5\u8cfc\u5165\u3057\u305f\u88fd\u54c1\u3001\u6700\u9ad8\u3067\u3059\uff01\u7d20\u6674\u3089\u3057\u3044\u5546\u54c1\u3092\u3042\u308a\u304c\u3068\u3046\uff01\u300d\n\u51fa\u529b:\n\u611f\u60c5: \u30dd\u30b8\u30c6\u30a3\u30d6\n\u8fd4\u4fe1: \u300c\u3053\u306e\u5ea6\u306f\u88fd\u54c1\u306b\u3054\u6e80\u8db3\u3044\u305f\u3060\u3051\u305f\u3068\u306e\u3053\u3068\u3001\u5927\u5909\u5b09\u3057\u304f\u601d\u3044\u307e\u3059\uff01\u4eca\u5f8c\u3068\u3082\u3054\u611b\u9867\u306e\u307b\u3069\u3001\u3088\u308d\u3057\u304f\u304a\u9858\u3044\u7533\u3057\u4e0a\u3052\u307e\u3059\u3002\u300d\n\n\u4f8b2:\n\u5165\u529b: \u300c\u88fd\u54c1\u304c\u3059\u3050\u306b\u58ca\u308c\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u3002\u3069\u3046\u3059\u308c\u3070\u3088\u3044\u3067\u3059\u304b\uff1f\u300d\n\u51fa\u529b:\n\u611f\u60c5: \u30cd\u30ac\u30c6\u30a3\u30d6\n\u8fd4\u4fe1: \u300c\u3053\u306e\u5ea6\u306f\u3054\u8ff7\u60d1\u3092\u304a\u304b\u3051\u3057\u3001\u8aa0\u306b\u7533\u3057\u8a33\u3054\u3056\u3044\u307e\u305b\u3093\u3002\u88fd\u54c1\u306e\u72b6\u614b\u3092\u78ba\u8a8d\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u305f\u304f\u5b58\u3058\u307e\u3059\u306e\u3067\u3001\u8a73\u7d30\u3092\u304a\u4f3a\u3044\u3057\u3066\u3082\u3088\u308d\u3057\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u300d\n\n\u5165\u529b: \u300c\u6b21\u306e\u5165\u8377\u306f\u3044\u3064\u9803\u306b\u306a\u308a\u307e\u3059\u304b\uff1f\u300d\n\u51fa\u529b:<\/code><\/pre>\n<\/div>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u6d3b\u7528\u4e8b\u4f8b\u2464\uff1a\u8907\u96d1\u306a\u30eb\u30fc\u30eb\u306b\u57fa\u3065\u3044\u305f\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u3092\u884c\u3046<\/h3>\n\n\n\n<p>\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u4ed5\u69d8\u66f8\u3060\u3051\u3067\u306f\u4f1d\u3048\u304d\u308c\u306a\u3044\u3001\u8907\u96d1\u306a\u30eb\u30fc\u30eb\u3084\u5fae\u5999\u306a\u30cb\u30e5\u30a2\u30f3\u30b9\u3092\u542b\u3080\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u30bf\u30b9\u30af\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-cover\"><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>\u4ee5\u4e0b\u306e\u30e6\u30fc\u30b6\u30fc\u30ec\u30d3\u30e5\u30fc\u3092\u300c\u6a5f\u80fd\u300d\u300c\u4fa1\u683c\u300d\u300c\u30c7\u30b6\u30a4\u30f3\u300d\u300c\u305d\u306e\u4ed6\u300d\u306e4\u3064\u306e\u30ab\u30c6\u30b4\u30ea\u306b\u5206\u985e\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u4f8b1:\n\u5165\u529b: \u300c\u3082\u3046\u5c11\u3057\u30d0\u30c3\u30c6\u30ea\u30fc\u304c\u9577\u6301\u3061\u3059\u308b\u3068\u5b09\u3057\u3044\u3067\u3059\u3002\u300d\n\u51fa\u529b: \u6a5f\u80fd\n\n\u4f8b2:\n\u5165\u529b: \u300c\u3053\u306e\u30af\u30aa\u30ea\u30c6\u30a3\u3067\u3053\u306e\u5024\u6bb5\u306f\u3059\u3054\u3044\uff01\u30b3\u30b9\u30d1\u6700\u9ad8\u3067\u3059\u3002\u300d\n\u51fa\u529b: \u4fa1\u683c\n\n\u4f8b3:\n\u5165\u529b: \u300c\u8272\u5408\u3044\u304c\u3068\u3066\u3082\u6c17\u306b\u5165\u3063\u3066\u3044\u307e\u3059\u3002\u90e8\u5c4b\u306e\u30a4\u30f3\u30c6\u30ea\u30a2\u306b\u3082\u99b4\u67d3\u307f\u307e\u3059\u3002\u300d\n\u51fa\u529b: \u30c7\u30b6\u30a4\u30f3\n\n\u5165\u529b: \u300c\u30b5\u30dd\u30fc\u30c8\u30bb\u30f3\u30bf\u30fc\u306e\u5bfe\u5fdc\u304c\u3068\u3066\u3082\u4e01\u5be7\u3067\u52a9\u304b\u308a\u307e\u3057\u305f\u3002\u300d\n\u51fa\u529b:<\/code><\/pre>\n<\/div>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u7cbe\u5ea6\u3092\u3055\u3089\u306b\u9ad8\u3081\u308b3\u3064\u306e\u30b3\u30c4<\/h2>\n\n\n\n<p>few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u975e\u5e38\u306b\u5f37\u529b\u3067\u3059\u304c\u3001\u305d\u306e\u52b9\u679c\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059\u305f\u3081\u306b\u306f\u3044\u304f\u3064\u304b\u306e\u30b3\u30c4\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001\u3088\u308a\u8cea\u306e\u9ad8\u3044\u56de\u7b54\u3092\u5f97\u308b\u305f\u3081\u306b\u610f\u8b58\u3059\u3079\u304d3\u3064\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30b3\u30c4\u2460\uff1a\u5177\u4f53\u4f8b\u306e\u8cea\u3068\u591a\u69d8\u6027\u3092\u610f\u8b58\u3059\u308b<\/li>\n\n\n\n<li>\u30b3\u30c4\u2461\uff1a\u6307\u793a\u3068\u5177\u4f53\u4f8b\u306e\u533a\u5207\u308a\u3092\u660e\u78ba\u306b\u3059\u308b<\/li>\n\n\n\n<li>\u30b3\u30c4\u2462\uff1a\u8907\u96d1\u306a\u30bf\u30b9\u30af\u306f\u6bb5\u968e\u7684\u306b\u6307\u793a\u3092\u51fa\u3059<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30b3\u30c4\u3092\u5b9f\u8df5\u3059\u308b\u3053\u3068\u3067\u3001AI\u306e\u8aa4\u89e3\u3092\u9632\u304e\u3001\u3088\u308a\u610f\u56f3\u306b\u6cbf\u3063\u305f\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3092\u5f15\u304d\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b3\u30c4\u2460\uff1a\u5177\u4f53\u4f8b\u306e\u8cea\u3068\u591a\u69d8\u6027\u3092\u610f\u8b58\u3059\u308b<\/h3>\n\n\n\n<p><strong>\u4f3c\u305f\u3088\u3046\u306a\u4f8b\u3070\u304b\u308a\u3092\u4e26\u3079\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u69d8\u3005\u306a\u30d1\u30bf\u30fc\u30f3\u3092\u7db2\u7f85\u3059\u308b\u3088\u3046\u306b\u591a\u69d8\u6027\u306e\u3042\u308b\u4f8b\u3092\u7528\u610f\u3057\u307e\u3057\u3087\u3046\u3002<\/strong><\/p>\n\n\n\n<p>\u63d0\u793a\u3059\u308b\u5177\u4f53\u4f8b\u306f\u3001\u6700\u7d42\u7684\u306b\u5f97\u305f\u3044\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u306e\u300c\u7406\u60f3\u5f62\u300d\u3067\u3042\u308b\u3079\u304d\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u8cea\u306e\u4f4e\u3044\u4f8b\u3084\u3001\u77db\u76fe\u3057\u305f\u4f8b\u3092\u6df7\u305c\u3066\u3057\u307e\u3046\u3068\u3001AI\u304c\u6df7\u4e71\u3057\u3001\u304b\u3048\u3063\u3066\u7cbe\u5ea6\u304c\u4f4e\u4e0b\u3059\u308b\u539f\u56e0\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u4f8b\u306e\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u3082\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u6587\u7ae0\u306e\u30c6\u30a4\u30b9\u30c8\u3092\u6307\u5b9a\u3059\u308b\u5834\u5408\u3001\u30dd\u30b8\u30c6\u30a3\u30d6\u306a\u5185\u5bb9\u306e\u4f8b\u3068\u30cd\u30ac\u30c6\u30a3\u30d6\u306a\u5185\u5bb9\u306e\u4f8b\u306e\u4e21\u65b9\u3092\u5165\u308c\u308b\u3053\u3068\u3067\u3001AI\u306f\u5e45\u5e83\u3044\u72b6\u6cc1\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u4f8b\u306e\u300c\u8cea\u300d\u3060\u3051\u3067\u306a\u304f\u3001\u305d\u306e\u300c\u9806\u5e8f\u300d\u3092\u5909\u3048\u308b\u3060\u3051\u3067AI\u306e\u6027\u80fd\u304c\u5287\u7684\u306b\u5909\u5316\u3059\u308b\u3053\u3068\u3092\u793a\u3057\u305f\u8208\u5473\u6df1\u3044\u7814\u7a76\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/www.researchgate.net\/publication\/350991693_Fantastically_Ordered_Prompts_and_Where_to_Find_Them_Overcoming_Few-Shot_Prompt_Order_Sensitivity\">https:\/\/www.researchgate.net\/publication\/350991693_Fantastically_Ordered_Prompts_and_Where_to_Find_Them_Overcoming_Few-Shot_Prompt_Order_Sensitivity<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"676\" height=\"622\" src=\"https:\/\/taskhub.jp\/wp-content\/uploads\/2025\/09\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-09-30-22.35.34.png\" alt=\"\" class=\"wp-image-11472\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b3\u30c4\u2461\uff1a\u6307\u793a\u3068\u5177\u4f53\u4f8b\u306e\u533a\u5207\u308a\u3092\u660e\u78ba\u306b\u3059\u308b<\/h3>\n\n\n\n<p><strong>AI\u304c\u3069\u3053\u307e\u3067\u304c\u6307\u793a\u3067\u3001\u3069\u3053\u304b\u3089\u304c\u5177\u4f53\u4f8b\u306a\u306e\u304b\u3092\u6b63\u78ba\u306b\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u69cb\u9020\u3092\u660e\u78ba\u306b\u3059\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<p>\u524d\u8ff0\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u3088\u3046\u306b\u3001\u300c\u4f8b1:\u300d\u300c\u5165\u529b:\u300d\u300c\u51fa\u529b:\u300d\u306a\u3069\u306e\u898b\u51fa\u3057\u3084\u3001—\uff08\u30cf\u30a4\u30d5\u30f33\u3064\uff09\u306e\u3088\u3046\u306a\u533a\u5207\u308a\u7dda\u3092\u4f7f\u3063\u3066\u3001\u5404\u8981\u7d20\u3092\u8996\u899a\u7684\u306b\u5206\u96e2\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3046\u3059\u308b\u3053\u3068\u3067\u3001AI\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u5168\u4f53\u306e\u69cb\u9020\u3092\u7d20\u65e9\u304f\u628a\u63e1\u3057\u3001\u3042\u306a\u305f\u304c\u4f55\u3092\u6c42\u3081\u3066\u3044\u308b\u306e\u304b\u3092\u3088\u308a\u6b63\u78ba\u306b\u89e3\u91c8\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6574\u7406\u3055\u308c\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3001AI\u3060\u3051\u3067\u306a\u304f\u3001\u4eba\u9593\u306b\u3068\u3063\u3066\u3082\u7406\u89e3\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b3\u30c4\u2462\uff1a\u8907\u96d1\u306a\u30bf\u30b9\u30af\u306f\u6bb5\u968e\u7684\u306b\u6307\u793a\u3092\u51fa\u3059<\/h3>\n\n\n\n<p><strong>\u30bf\u30b9\u30af\u3092\u3044\u304f\u3064\u304b\u306e\u5c0f\u3055\u306a\u30b9\u30c6\u30c3\u30d7\u306b\u5206\u89e3\u3057\u3001\u6bb5\u968e\u7684\u306b\u6307\u793a\u3092\u51fa\u3059\u65b9\u6cd5\u304c\u6709\u52b9\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<p>\u4e00\u5ea6\u306b\u591a\u304f\u306e\u3053\u3068\u3092\u8981\u6c42\u3059\u308b\u8907\u96d1\u306a\u30bf\u30b9\u30af\u306f\u3001AI\u304c\u6307\u793a\u3092\u5b8c\u5168\u306b\u306f\u7406\u89e3\u3057\u304d\u308c\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u300c\u5e02\u5834\u8abf\u67fb\u3092\u884c\u3044\u3001\u65b0\u5546\u54c1\u306e\u30b3\u30f3\u30bb\u30d7\u30c8\u3092\u8003\u3048\u3001\u30ad\u30e3\u30c3\u30c1\u30b3\u30d4\u30fc\u30923\u6848\u4f5c\u6210\u3057\u3001\u30d7\u30ec\u30bc\u30f3\u8cc7\u6599\u306e\u69cb\u6210\u6848\u3082\u4f5c\u3063\u3066\u300d\u3068\u3044\u3046\u5de8\u5927\u306a\u30bf\u30b9\u30af\u3092\u4e00\u5ea6\u306b\u6295\u3052\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u307e\u305a\u306f\u300c\u5e02\u5834\u8abf\u67fb\u300d\u3060\u3051\u3092\u4f9d\u983c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u7d50\u679c\u3092\u53d7\u3051\u3066\u3001\u6b21\u306b\u300c\u30b3\u30f3\u30bb\u30d7\u30c8\u7acb\u6848\u300d\u3001\u3055\u3089\u306b\u305d\u306e\u7d50\u679c\u3092\u53d7\u3051\u3066\u300c\u30ad\u30e3\u30c3\u30c1\u30b3\u30d4\u30fc\u4f5c\u6210\u300d\u3068\u3001\u5bfe\u8a71\u3092\u7d9a\u3051\u308b\u3088\u3046\u306b\u30bf\u30b9\u30af\u3092\u9032\u3081\u308b\u3053\u3068\u3067\u3001\u6700\u7d42\u7684\u306a\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u306e\u8cea\u3092\u683c\u6bb5\u306b\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8907\u96d1\u306a\u30bf\u30b9\u30af\u306b\u5bfe\u3057\u3066\u3001\u4e2d\u9593\u7684\u306a\u601d\u8003\u30d7\u30ed\u30bb\u30b9\u3092\u4f8b\u3068\u3057\u3066\u793a\u3059\u3053\u3068\u3067AI\u306e\u63a8\u8ad6\u80fd\u529b\u3092\u98db\u8e8d\u7684\u306b\u5411\u4e0a\u3055\u305b\u308b\u300c\u601d\u8003\u306e\u9023\u9396\uff08Chain-of-Thought\uff09\u300d\u3068\u3044\u3046\u624b\u6cd5\u3092\u63d0\u5531\u3057\u305f\u8ad6\u6587\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/arxiv.org\/pdf\/2201.11903\">https:\/\/arxiv.org\/pdf\/2201.11903<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1904\" height=\"828\" src=\"https:\/\/taskhub.jp\/wp-content\/uploads\/2025\/09\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-09-30-22.34.58.png\" alt=\"\" class=\"wp-image-11471\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u3046\u3079\u304d\u5834\u9762\u3068\u3001Zero-shot\u3067\u5341\u5206\u306a\u5834\u9762<\/h2>\n\n\n\n<p>few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u4e07\u80fd\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30bf\u30b9\u30af\u306e\u6027\u8cea\u306b\u3088\u3063\u3066\u306f\u3001\u5177\u4f53\u4f8b\u3092\u793a\u3055\u306a\u3044Zero-shot\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u65b9\u304c\u52b9\u7387\u7684\u306a\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001\u305d\u308c\u305e\u308c\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u624b\u6cd5\u304c\u3069\u306e\u3088\u3046\u306a\u5834\u9762\u3067\u52b9\u679c\u3092\u767a\u63ee\u3059\u308b\u306e\u304b\u3001\u305d\u3057\u3066\u3069\u306e\u3088\u3046\u306b\u4f7f\u3044\u5206\u3051\u308b\u3079\u304d\u304b\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u52b9\u679c\u7684\u306a\u30b1\u30fc\u30b9<\/h3>\n\n\n\n<p><strong>few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3001\u7279\u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u300c\u660e\u78ba\u306a\u6b63\u89e3\u300d\u3084\u300c\u7279\u5b9a\u306e\u578b\u300d\u304c\u5b58\u5728\u3059\u308b\u30bf\u30b9\u30af\u3067\u771f\u4fa1\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7279\u5b9a\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\uff08\u8868\u3001JSON\u306a\u3069\uff09\u3078\u306e\u6574\u5f62<\/li>\n\n\n\n<li>\u4f01\u696d\u72ec\u81ea\u306e\u30c8\u30fc\u30f3\uff06\u30de\u30ca\u30fc\u306b\u5408\u308f\u305b\u305f\u6587\u7ae0\u4f5c\u6210<\/li>\n\n\n\n<li>\u5c02\u9580\u7528\u8a9e\u306e\u6b63\u3057\u3044\u4f7f\u3044\u65b9\u3084\u6587\u8108\u306b\u6cbf\u3063\u305f\u7ffb\u8a33<\/li>\n\n\n\n<li>\u8907\u96d1\u306a\u30eb\u30fc\u30eb\u306b\u57fa\u3065\u304f\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u3084\u60c5\u5831\u62bd\u51fa<\/li>\n\n\n\n<li>\u5b9a\u578b\u7684\u306a\u30e1\u30fc\u30eb\u8fd4\u4fe1\u6587\u306e\u4f5c\u6210<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30bf\u30b9\u30af\u3067\u306f\u3001\u5177\u4f53\u4f8b\u3092\u793a\u3059\u3053\u3068\u3067AI\u306e\u51fa\u529b\u304c\u5b89\u5b9a\u3057\u3001\u624b\u623b\u308a\u306e\u5c11\u306a\u3044\u9ad8\u54c1\u8cea\u306a\u7d50\u679c\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Zero-shot \u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u5341\u5206\u306a\u30b1\u30fc\u30b9<\/h3>\n\n\n\n<p><strong>\u4e00\u65b9\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30bf\u30b9\u30af\u3067\u306f\u3001\u5177\u4f53\u4f8b\u304c\u306a\u304f\u3066\u3082AI\u306f\u5341\u5206\u306b\u80fd\u529b\u3092\u767a\u63ee\u3067\u304d\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e00\u822c\u7684\u306a\u77e5\u8b58\u306b\u95a2\u3059\u308b\u8cea\u554f\uff08\u4f8b\uff1a\u300c\u30a8\u30c3\u30d5\u30a7\u30eb\u5854\u306e\u9ad8\u3055\u306f\uff1f\u300d\uff09<\/li>\n\n\n\n<li>\u30a2\u30a4\u30c7\u30a2\u306e\u58c1\u6253\u3061\u3001\u30d6\u30ec\u30a4\u30f3\u30b9\u30c8\u30fc\u30df\u30f3\u30b0<\/li>\n\n\n\n<li>\u6587\u7ae0\u306e\u5358\u7d14\u306a\u8981\u7d04\u3084\u8a00\u3044\u63db\u3048<\/li>\n\n\n\n<li>\u81ea\u7531\u306a\u767a\u60f3\u3092\u6c42\u3081\u308b\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306a\u6587\u7ae0\u4f5c\u6210<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30bf\u30b9\u30af\u3067\u306f\u3001\u5177\u4f53\u4f8b\u304c\u9006\u306bAI\u306e\u5275\u9020\u6027\u3092\u7e1b\u3063\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3080\u3057\u308d\u3001\u4f8b\u3092\u793a\u3055\u305a\u306bAI\u306e\u6301\u3064\u5e45\u5e83\u3044\u77e5\u8b58\u3084\u767a\u60f3\u529b\u3092\u81ea\u7531\u306b\u5f15\u304d\u51fa\u3057\u3066\u3042\u3052\u308b\u65b9\u304c\u3001\u30e6\u30cb\u30fc\u30af\u3067\u9762\u767d\u3044\u7d50\u679c\u304c\u5f97\u3089\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30bf\u30b9\u30af\u306e\u8907\u96d1\u3055\u306b\u5fdc\u3058\u305f\u4f7f\u3044\u5206\u3051\u306e\u30dd\u30a4\u30f3\u30c8<\/h3>\n\n\n\n<p><strong>\u4f7f\u3044\u5206\u3051\u306e\u6700\u3082\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u306f\u3001\u300c\u30bf\u30b9\u30af\u306b\u3069\u308c\u3060\u3051\u7279\u6b8a\u306a\u5236\u7d04\u3084\u6587\u8108\u304c\u3042\u308b\u304b\u300d\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<p>\u8ab0\u304c\u5b9f\u884c\u3057\u3066\u3082\u540c\u3058\u7d50\u679c\u306b\u306a\u308b\u3088\u3046\u306a\u4e00\u822c\u7684\u306a\u30bf\u30b9\u30af\u3067\u3042\u308c\u3070Zero-shot\u3067\u5341\u5206\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u300c\u3053\u306e\u30d6\u30e9\u30f3\u30c9\u306e\u30a4\u30e1\u30fc\u30b8\u306b\u5408\u308f\u305b\u3066\u300d\u300c\u3053\u306e\u8868\u306e\u5f62\u5f0f\u3067\u300d\u300c\u3053\u306e\u5c02\u9580\u5206\u91ce\u306e\u6587\u8108\u3067\u300d\u3068\u3044\u3063\u305f\u3001\u3042\u306a\u305f\u72ec\u81ea\u306e\u5236\u7d04\u3084\u6697\u9ed9\u306e\u30eb\u30fc\u30eb\u3092AI\u306b\u7406\u89e3\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306f\u3001few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u4e0d\u53ef\u6b20\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u306fZero-shot\u3067\u8a66\u3057\u3066\u307f\u3066\u3001\u671f\u5f85\u901a\u308a\u306e\u7d50\u679c\u304c\u5f97\u3089\u308c\u306a\u3051\u308c\u3070\u3001few shot\u306b\u5207\u308a\u66ff\u3048\u3066\u5177\u4f53\u4f8b\u3092\u8ffd\u52a0\u3057\u3066\u3044\u304f\u3001\u3068\u3044\u3046\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u52b9\u7387\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n<p>\u6700\u5f8c\u306b\u3001few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u95a2\u3057\u3066\u591a\u304f\u306e\u4eba\u304c\u62b1\u304f\u7591\u554f\u306b\u3064\u3044\u3066\u304a\u7b54\u3048\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u62bc\u3055\u3048\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u5b89\u5fc3\u3057\u3066few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5177\u4f53\u4f8b\u306f\u4f55\u500b\u304f\u3089\u3044\u5165\u308c\u308b\u306e\u304c\u52b9\u679c\u7684\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p><strong>\u4e00\u822c\u7684\u306b\u30012\u500b\u304b\u30895\u500b\u7a0b\u5ea6\u306e\u5177\u4f53\u4f8b\u304c\u52b9\u679c\u7684\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p>\u4f8b\u304c1\u3064\u3060\u3051\uff08One-shot\uff09\u3060\u3068\u3001\u305d\u306e\u4f8b\u306b\u904e\u5ea6\u306b\u5f15\u3063\u5f35\u3089\u308c\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u9006\u306b\u3001\u4f8b\u304c\u591a\u3059\u304e\u308b\u3068\u3001AI\u304c\u672c\u984c\u306e\u6307\u793a\u3092\u898b\u5931\u3063\u3066\u3057\u307e\u3063\u305f\u308a\u3001\u51e6\u7406\u6642\u9593\u304c\u9577\u304f\u306a\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30bf\u30b9\u30af\u306e\u8907\u96d1\u3055\u306b\u5fdc\u3058\u3066\u8abf\u6574\u3059\u308b\u306e\u304c\u30d9\u30b9\u30c8\u3067\u3059\u304c\u3001\u307e\u305a\u306f3\u3064\u306e\u8cea\u306e\u9ad8\u3044\u5177\u4f53\u4f8b\u3092\u7528\u610f\u3059\u308b\u3053\u3068\u304b\u3089\u59cb\u3081\u3066\u307f\u308b\u306e\u304c\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u305d\u308c\u3067\u3046\u307e\u304f\u3044\u304b\u306a\u3051\u308c\u3070\u3001\u4f8b\u3092\u5897\u3084\u3057\u305f\u308a\u3001\u5185\u5bb9\u3092\u898b\u76f4\u3057\u305f\u308a\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u6700\u8fd1\u306e\u6587\u8108\u30a6\u30a3\u30f3\u30c9\u30a6\u304c\u9577\u3044\u30e2\u30c7\u30eb\u3067\u306f\u3001\u6570\u767e\u304b\u3089\u6570\u5343\u306e\u4f8b\u3092\u4e0e\u3048\u308b\u300cMany-shot\u300d\u304c\u591a\u304f\u306e\u30bf\u30b9\u30af\u3067\u6709\u52b9\u3067\u3042\u308b\u53ef\u80fd\u6027\u3092\u793a\u3057\u305f\u6700\u65b0\u306e\u7814\u7a76\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/arxiv.org\/pdf\/2404.11018\">https:\/\/arxiv.org\/pdf\/2404.11018<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1898\" height=\"726\" src=\"https:\/\/taskhub.jp\/wp-content\/uploads\/2025\/09\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-09-30-22.33.39.png\" alt=\"\" class=\"wp-image-11470\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u9593\u9055\u3063\u305f\u5177\u4f53\u4f8b\u3092\u5165\u308c\u308b\u3068\u3069\u3046\u306a\u308a\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p><strong>\u9593\u9055\u3063\u305f\u5177\u4f53\u4f8b\u3084\u3001\u8cea\u306e\u4f4e\u3044\u4f8b\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u542b\u3081\u3066\u3057\u307e\u3046\u3068\u3001AI\u306f\u305d\u308c\u3092\u300c\u6b63\u3057\u3044\u624b\u672c\u300d\u3068\u3057\u3066\u5b66\u7fd2\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p>\u305d\u306e\u7d50\u679c\u3001\u51fa\u529b\u3055\u308c\u308b\u56de\u7b54\u306e\u8cea\u304c\u4f4e\u4e0b\u3057\u305f\u308a\u3001\u610f\u56f3\u3057\u306a\u3044\u9593\u9055\u3044\u3092\u542b\u3093\u3060\u6587\u7ae0\u304c\u751f\u6210\u3055\u308c\u305f\u308a\u3059\u308b\u539f\u56e0\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>few shot \u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u3046\u969b\u306f\u3001\u63d0\u793a\u3059\u308b\u5177\u4f53\u4f8b\u304c\u6700\u7d42\u7684\u306b\u5f97\u305f\u3044\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u306e\u54c1\u8cea\u57fa\u6e96\u3092\u6e80\u305f\u3057\u3066\u3044\u308b\u304b\u3001\u614e\u91cd\u306b\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\u30b4\u30df\u3092\u5165\u308c\u308c\u3070\u3001\u30b4\u30df\u304c\u51fa\u3066\u304f\u308b\u3053\u3068\u3092\u899a\u3048\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>AI\u304c\u5143\u3005\u6301\u3063\u3066\u3044\u308b\u30d0\u30a4\u30a2\u30b9\u304c\u56de\u7b54\u306e\u4e0d\u5b89\u5b9a\u6027\u3092\u5f15\u304d\u8d77\u3053\u3059\u3053\u3068\u3092\u7279\u5b9a\u3057\u3001\u305d\u308c\u3092\u8abf\u6574\uff08\u30ad\u30e3\u30ea\u30d6\u30ec\u30fc\u30b7\u30e7\u30f3\uff09\u3059\u308b\u3053\u3068\u3067\u6027\u80fd\u3092\u6539\u5584\u3059\u308b\u624b\u6cd5\u306b\u3064\u3044\u3066\u8ad6\u3058\u305f\u8ad6\u6587\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/arxiv.org\/pdf\/2102.09690\">https:\/\/arxiv.org\/pdf\/2102.09690<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1962\" height=\"776\" src=\"https:\/\/taskhub.jp\/wp-content\/uploads\/2025\/09\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-09-30-22.33.10.png\" alt=\"\" class=\"wp-image-11469\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u6bce\u56de\u5177\u4f53\u4f8b\u3092\u5165\u529b\u3059\u308b\u306e\u304c\u9762\u5012\u3067\u3059\u3002\u4f55\u304b\u65b9\u6cd5\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>\u6bce\u56de\u540c\u3058\u3088\u3046\u306a\u5177\u4f53\u4f8b\u3092\u624b\u3067\u5165\u529b\u3059\u308b\u306e\u306f\u78ba\u304b\u306b\u624b\u9593\u3067\u3059\u3002\u3053\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u3064\u306f\u3001\u3088\u304f\u4f7f\u3046\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u3084\u30e1\u30e2\u30a2\u30d7\u30ea\u306b\u4fdd\u5b58\u3057\u3066\u304a\u304d\u3001\u5fc5\u8981\u306a\u6642\u306b\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8\u3057\u3066\u4f7f\u3046\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001ChatGPT\u306e\u6709\u6599\u30d7\u30e9\u30f3\u3067\u5229\u7528\u3067\u304d\u308b\u300cGPTs\u300d\u3068\u3044\u3046\u6a5f\u80fd\u3092\u4f7f\u3048\u3070\u3001\u7279\u5b9a\u306e\u6307\u793a\u3084\u5177\u4f53\u4f8b\u3092\u3042\u3089\u304b\u3058\u3081\u8a2d\u5b9a\u3057\u305f\u81ea\u5206\u5c02\u7528\u306e\u30ab\u30b9\u30bf\u30e0GPT\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u6bce\u56de\u5177\u4f53\u4f8b\u3092\u5165\u529b\u3059\u308b\u624b\u9593\u3092\u7701\u304d\u3001\u30ef\u30f3\u30af\u30ea\u30c3\u30af\u3067\u5b9a\u578b\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u306a\u305c\u3042\u306a\u305f\u306e\u6307\u793a\u306fAI\u306b\u97ff\u304b\u306a\u3044\u306e\u304b\uff1f\u6700\u65b0\u7814\u7a76\u304c\u89e3\u304d\u660e\u304b\u3059\u300cfew shot 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class=\"wp-block-heading\">AI\u304c\u8ce2\u304f\u306a\u308b\u300c\u304a\u624b\u672c\u300d\u306e\u898b\u305b\u65b9<\/h3>\n\n\n\n<p>ChatGPT\u306e\u3088\u3046\u306a\u751f\u6210AI\u306f\u3001\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u304b\u3089\u8a00\u8a9e\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u7fd2\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u308c\u3060\u3051\u3067\u306f\u3042\u306a\u305f\u306e\u982d\u306e\u4e2d\u306b\u3042\u308b\u300c\u6697\u9ed9\u306e\u30eb\u30fc\u30eb\u300d\u3084\u300c\u5fae\u5999\u306a\u30cb\u30e5\u30a2\u30f3\u30b9\u300d\u307e\u3067\u306f\u7406\u89e3\u3067\u304d\u307e\u305b\u3093\u3002\u305d\u3053\u3067\u91cd\u8981\u306b\u306a\u308b\u306e\u304c\u3001\u5177\u4f53\u4f8b\u3001\u3059\u306a\u308f\u3061\u300c\u304a\u624b\u672c\u300d\u3092\u793a\u3059\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u306f\u300cfew shot \u30d7\u30ed\u30f3\u30d7\u30c8\u300d\u3068\u547c\u3070\u308c\u3001AI\u306b\u300c\u3053\u306e\u3088\u3046\u306b\u8003\u3048\u3066\u3001\u3053\u306e\u3088\u3046\u306b\u7b54\u3048\u3066\u307b\u3057\u3044\u300d\u3068\u3044\u3046\u9053\u7b4b\u3092\u793a\u3059\u3053\u3068\u3067\u3001\u601d\u8003\u306e\u7cbe\u5ea6\u3092\u8a98\u5c0e\u3059\u308b\u30c6\u30af\u30cb\u30c3\u30af\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u624b\u6cd5\u304c\u6709\u52b9\u3067\u3042\u308b\u3053\u3068\u306f\u3001\u5b66\u8853\u7684\u306b\u3082\u88cf\u4ed8\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5f15\u7528\u5143\uff1a<\/p>\n\n\n\n<p>\u30b9\u30bf\u30f3\u30d5\u30a9\u30fc\u30c9\u5927\u5b66\u306e\u7814\u7a76\u8005\u3089\u304c\u767a\u8868\u3057\u305f\u8ad6\u6587\u3067\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u304c\u3001\u308f\u305a\u304b\u306a\u6570\u306e\u4f8b\uff08few-shot\uff09\u3092\u6587\u8108\u5185\u3067\u4e0e\u3048\u3089\u308c\u308b\u3060\u3051\u3067\u3001\u65b0\u3057\u3044\u30bf\u30b9\u30af\u3092\u8fc5\u901f\u306b\u5b66\u7fd2\u3057\u3001\u5b9f\u884c\u3067\u304d\u308b\u80fd\u529b\u3092\u6301\u3064\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\uff08Brown, T. B., et al. “Language Models are Few-Shot Learners.” 2020\u5e74\uff09<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u610f\u56f3\u3092\u6c72\u307f\u53d6\u308b\u30d1\u30fc\u30c8\u30ca\u30fc\u306b\u5909\u3048\u308b3\u3064\u306e\u30b9\u30c6\u30c3\u30d7<\/h3>\n\n\n\n<p>\u3067\u306f\u3001\u5177\u4f53\u7684\u306b\u3069\u3046\u3059\u308c\u3070\u3088\u3044\u306e\u3067\u3057\u3087\u3046\u304b\u3002AI\u3092\u300c\u8ce2\u3044\u30d1\u30fc\u30c8\u30ca\u30fc\u300d\u3068\u3057\u3066\u80b2\u3066\u308b\u305f\u3081\u306e3\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30b9\u30c6\u30c3\u30d71\uff1a\u7406\u60f3\u306e\u300c\u5b8c\u6210\u5f62\u300d\u3092\u898b\u305b\u308b<\/strong><\/p>\n\n\n\n<p>\u3042\u306a\u305f\u304c\u6b32\u3057\u3044\u56de\u7b54\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3001\u6587\u4f53\u3001\u69cb\u6210\u304c\u660e\u78ba\u306a\u5834\u5408\u3001\u305d\u306e\u300c\u5b8c\u6210\u5f62\u300d\u3092\u3044\u304f\u3064\u304b\u898b\u305b\u3066\u3042\u3052\u307e\u3057\u3087\u3046\u3002\u4f8b\u3048\u3070\u3001\u30ec\u30dd\u30fc\u30c8\u306e\u8981\u7d04\u3092\u983c\u3080\u969b\u306b\u3001\u7406\u60f3\u7684\u306a\u8981\u7d04\u306e\u4f8b\u30922\u3064\u30013\u3064\u63d0\u793a\u3057\u3066\u304b\u3089\u672c\u984c\u306e\u8981\u7d04\u3092\u4f9d\u983c\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308aAI\u306f\u3001\u300c\u3042\u3042\u3001\u3053\u306e\u5f62\u5f0f\u3067\u3001\u3053\u306e\u304f\u3089\u3044\u306e\u6587\u5b57\u6570\u3067\u307e\u3068\u3081\u308c\u3070\u3044\u3044\u306e\u304b\u300d\u3068\u77ac\u6642\u306b\u5b66\u7fd2\u3057\u3001\u3042\u306a\u305f\u306e\u671f\u5f85\u901a\u308a\u306e\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3092\u8fd4\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30b9\u30c6\u30c3\u30d72\uff1a\u300c\u601d\u8003\u30d7\u30ed\u30bb\u30b9\u300d\u3092\u771f\u4f3c\u3055\u305b\u308b<\/strong><\/p>\n\n\n\n<p>\u7279\u5b9a\u306e\u5c02\u9580\u5bb6\u3068\u3057\u3066\u56de\u7b54\u3057\u3066\u307b\u3057\u3044\u5834\u5408\u3001\u305d\u306e\u5c02\u9580\u5bb6\u304c\u3069\u306e\u3088\u3046\u306b\u8003\u3048\u3001\u3069\u306e\u3088\u3046\u306a\u8a00\u8449\u3092\u9078\u3076\u306e\u304b\u3068\u3044\u3046\u300c\u601d\u8003\u306e\u30d7\u30ed\u30bb\u30b9\u300d\u3092\u4f8b\u3067\u793a\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30d7\u30ed\u306e\u30b3\u30d4\u30fc\u30e9\u30a4\u30bf\u30fc\u3068\u3057\u3066\u30ad\u30e3\u30c3\u30c1\u30b3\u30d4\u30fc\u3092\u8003\u3048\u3066\u307b\u3057\u3044\u306a\u3089\u3001\u512a\u308c\u305f\u30ad\u30e3\u30c3\u30c1\u30b3\u30d4\u30fc\u306e\u4f8b\u3092\u3044\u304f\u3064\u304b\u793a\u3057\u3001\u300c\u3053\u306e\u5546\u54c1\u306e\u7279\u5fb4\u304b\u3089\u3001\u3053\u306e\u3088\u3046\u306a\u30bf\u30fc\u30b2\u30c3\u30c8\u306b\u3001\u3053\u3093\u306a\u8a00\u8449\u3067\u97ff\u304b\u305b\u308b\u300d\u3068\u3044\u3063\u305f\u601d\u8003\u306e\u6d41\u308c\u3092\u30a4\u30f3\u30d7\u30c3\u30c8\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001AI\u306f\u5358\u306a\u308b\u5358\u8a9e\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u306f\u306a\u304f\u3001\u5f79\u5272\u306b\u306a\u308a\u304d\u3063\u305f\u6df1\u3044\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30b9\u30c6\u30c3\u30d73\uff1a\u300c\u5224\u65ad\u57fa\u6e96\u300d\u3092\u6559\u3048\u8fbc\u3080<\/strong><\/p>\n\n\n\n<p>\u8907\u96d1\u306a\u30eb\u30fc\u30eb\u306b\u57fa\u3065\u3044\u3066\u4f55\u304b\u3092\u5206\u985e\u3057\u305f\u308a\u3001\u5224\u65ad\u3055\u305b\u305f\u308a\u3057\u305f\u3044\u5834\u5408\u3001\u305d\u306e\u300c\u5224\u65ad\u57fa\u6e96\u300d\u304c\u660e\u78ba\u306b\u308f\u304b\u308b\u3088\u3046\u306a\u4f8b\u3092\u63d0\u793a\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u30e1\u30fc\u30eb\u3092\u300c\u7dca\u6025\u5ea6\u9ad8\u300d\u300c\u4e2d\u300d\u300c\u4f4e\u300d\u306b\u5206\u985e\u3055\u305b\u305f\u3044\u6642\u3001\u300c\u3053\u306e\u3088\u3046\u306a\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u542b\u307e\u308c\u3066\u3044\u305f\u3089\u9ad8\u300d\u300c\u3053\u3046\u3044\u3046\u5185\u5bb9\u306a\u3089\u4e2d\u300d\u3068\u3044\u3063\u305f\u5224\u65ad\u57fa\u6e96\u304c\u306b\u3058\u307f\u51fa\u308b\u3088\u3046\u306a\u5177\u4f53\u4f8b\u3092\u8907\u6570\u898b\u305b\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001AI\u306f\u3042\u306a\u305f\u306e\u8a2d\u3051\u305f\u57fa\u6e96\u3092\u5b66\u3073\u3001\u4e00\u8cab\u6027\u306e\u3042\u308b\u6b63\u78ba\u306a\u5224\u65ad\u3092\u4e0b\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u4f01\u696d\u304c\u696d\u52d9\u52b9\u7387\u5316\u3084\u751f\u7523\u6027\u5411\u4e0a\u3092\u76ee\u6307\u3059\u4e2d\u3067\u3001ChatGPT\u306e\u3088\u3046\u306a\u751f\u6210AI\u306e\u6d3b\u7528\u306f\u4e0d\u53ef\u6b20\u306a\u8981\u7d20\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u672c\u8a18\u4e8b\u3067\u89e3\u8aac\u3057\u305f\u300cfew shot 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