{"id":1767,"date":"2024-09-30T07:00:00","date_gmt":"2024-09-29T22:00:00","guid":{"rendered":"https:\/\/citadel-ai.com\/ja\/?p=1767"},"modified":"2024-10-15T21:03:38","modified_gmt":"2024-10-15T12:03:38","slug":"lens-for-llms-launch","status":"publish","type":"post","link":"https:\/\/citadel-ai.com\/ja\/news\/2024\/09\/30\/lens-for-llms-launch\/","title":{"rendered":"\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u5411\u3051\u54c1\u8cea\u6539\u5584\u30c4\u30fc\u30eb\u300c Lens for LLMs\u300d\u306e\u5546\u7528\u30b5\u30fc\u30d3\u30b9\u958b\u59cb"},"content":{"rendered":"\n<p>Citadel AI \u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306e\u54c1\u8cea\u6539\u5584\u30c4\u30fc\u30eb\u300cLens for LLMs\u300d\u306e\u5546\u7528\u7248\u3092\u30ea\u30ea\u30fc\u30b9\u3057\u307e\u3059\u3002\u81ea\u52d5\u8a55\u4fa1\u3068\u76ee\u8996\u8a55\u4fa1\u3092\u878d\u5408\u3055\u305b\u305f\u72ec\u81ea\u6280\u8853\u3092\u63a1\u7528\u3057\u3001\u9ad8\u901f\u304b\u3064\u7cbe\u5ea6\u306e\u9ad8\u3044\u8a55\u4fa1\u3092\u5b9f\u73fe\u3059\u308b\u753b\u671f\u7684\u306a\u30d7\u30ed\u30c0\u30af\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u751f\u6210AI\u306e\u30ea\u30b9\u30af\u3092\u81ea\u52d5\u3067\u53ef\u8996\u5316\u3057\u3001\u7d99\u7d9a\u7684\u306b\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u4ed5\u7d44\u307f\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u5b89\u5168\u5b89\u5fc3\u306a\u751f\u6210AI\u306e\u666e\u53ca\u3068\u3001\u4f01\u696d\u30e6\u30fc\u30b6\u30fc\u306b\u3088\u308b\u5229\u6d3b\u7528\u3092\u4fc3\u9032\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>4\u6708\u306e\u30d9\u30fc\u30bf\u7248\u30ea\u30ea\u30fc\u30b9\u4ee5\u964d\u3001\u3053\u306e\u6570\u30f6\u6708\u9593\u3001\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u304b\u3089\u5927\u624b\u4f01\u696d\u307e\u3067\u3001\u591a\u6570\u306e\u8a66\u9a13\u30e6\u30fc\u30b6\u30fc\u306e\u7686\u3055\u307e\u304b\u3089\u6709\u76ca\u306a\u30a2\u30c9\u30d0\u30a4\u30b9\u3092\u3044\u305f\u3060\u304d\u3001\u6539\u5584\u3092\u9032\u3081\u3066\u307e\u3044\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u4eca\u56de\u306e\u5546\u7528\u7248\u3067\u306f\u3001\u5b89\u5168\u6027\u3084\u5805\u7262\u6027\u306b\u95a2\u308f\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3084\u3001\u5404\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u7528\u9014\u306b\u5373\u3057\u305f\u8a55\u4fa1\u6307\u6a19\uff08\u30ab\u30b9\u30bf\u30e0\u30e1\u30c8\u30ea\u30af\u30b9\uff09\u306a\u3069\u3001LLM\u306e\u8a55\u4fa1\u3084\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306b\u95a2\u308f\u308b\u6a5f\u80fd\u3092\u5927\u5e45\u306b\u5f37\u5316\u3057\u3001\u304a\u5ba2\u3055\u307e\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u3001\u3088\u308a\u4e00\u5c64\u304d\u3081\u7d30\u304b\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>1. \u81ea\u52d5\u30ec\u30c3\u30c9\u30c1\u30fc\u30e0\u6a5f\u80fd\u306e\u8ffd\u52a0\uff1a\u5b89\u5168\u30fb\u5b89\u5fc3\u306a\u751f\u6210AI\u306e\u6d3b\u7528\u74b0\u5883\u306e\u5b9f\u73fe<\/strong><\/h4>\n\n\n\n<p>\u591a\u304f\u306e\u4f01\u696d\u3067\u306f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u5c0e\u5165\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u304c\u3001\u305d\u308c\u3092\u5bfe\u5916\u7684\u306b\u516c\u958b\u3059\u308b\u5834\u5408\u3001\u30b8\u30a7\u30a4\u30eb\u30d6\u30ec\u30a4\u30af\u306a\u3069\u306b\u6652\u3055\u308c\u3001\u4e0d\u9069\u5207\u306a\u56de\u7b54\u3092\u3057\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u30d9\u30fc\u30bf\u7248\u306e\u8a66\u9a13\u30e6\u30fc\u30b6\u30fc\u306e\u7686\u3055\u307e\u304b\u3089\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u306b\u5bfe\u5fdc\u3059\u308b\u30ec\u30c3\u30c9\u30c1\u30fc\u30e0\u6a5f\u80fd\u3078\u306e\u5f37\u3044\u3054\u8981\u671b\u304c\u5bc4\u305b\u3089\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u4eca\u56de\u306eLens for LLMs\u306e\u5546\u7528\u7248\u3067\u306f\u3001\u305d\u3046\u3057\u305f\u5b89\u5168\u6027\u3084\u5805\u7262\u6027\u306b\u95a2\u308f\u308b\u3054\u8981\u671b\u306b\u304a\u5fdc\u3048\u3057\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a21\u7a2e\u985e\u306e\u300c\u81ea\u52d5\u30ec\u30c3\u30c9\u30c1\u30fc\u30e0\u6a5f\u80fd\u300d\u3092\u65b0\u305f\u306b\u5c0e\u5165\u306e\u4e0a\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3092\u5927\u5e45\u306b\u5f37\u5316\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u304a\u5ba2\u3055\u307e\u306f\u3001\u81ea\u3089\u30ec\u30c3\u30c9\u30c1\u30fc\u30e0\u691c\u8a3c\u3092\u5b9f\u65bd\u3057\u3001\u5b89\u5168\u30fb\u5b89\u5fc3\u306a\u751f\u6210AI\u306e\u6d3b\u7528\u74b0\u5883\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b89\u5168\u6027\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u8a55\u4fa1\u3092\u884c\u3046\u81ea\u52d5\u30e1\u30c8\u30ea\u30af\u30b9 (answer_safety, jailbreak_prompt\u7b49)<\/li>\n\n\n\n<li>\u6575\u5bfe\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u81ea\u52d5\u751f\u6210\u6a5f\u80fd (\u8907\u6570\u306ejailbreak_template)<\/li>\n\n\n\n<li>LLM\u306e\u5805\u7262\u6027\u3092\u30c6\u30b9\u30c8\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u30c7\u30fc\u30bf\u62e1\u5f35 (synonym, gender\u7b49\u306e\u6442\u52d5)<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1816\" height=\"706\" src=\"https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2024\/09\/image5.png\" alt=\"\" class=\"wp-image-1768\" srcset=\"https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2024\/09\/image5.png 1816w, https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2024\/09\/image5-300x117.png 300w, https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2024\/09\/image5-1024x398.png 1024w, https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2024\/09\/image5-768x299.png 768w, https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2024\/09\/image5-1536x597.png 1536w\" sizes=\"(max-width: 1816px) 100vw, 1816px\" \/><figcaption class=\"wp-element-caption has-text-align-center\" style=\"font-size: 16px\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u306b\u5bfe\u5fdc\u3057\u305f\u3055\u307e\u3056\u307e\u306a\u81ea\u52d5\u30e1\u30c8\u30ea\u30af\u30b9<\/figcaption><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"custom-metrics\"><strong>2.\u30ab\u30b9\u30bf\u30e0\u30e1\u30c8\u30ea\u30af\u30b9\u306e\u5c0e\u5165\uff1a\u5404\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u7528\u9014\u306b\u5373\u3057\u305f\u8a55\u4fa1\u3068\u5236\u5fa1\u306e\u91cd\u8981\u6027<\/strong><\/h4>\n\n\n\n<p>Lens for LLMs\u306b\u306f\u3001\u30bd\u30fc\u30b9\u3068\u56de\u7b54\u306e\u4e00\u8cab\u6027\u3001\u8cea\u554f\u3068\u56de\u7b54\u306e\u95a2\u9023\u6027\u3001\u6709\u5bb3\u6027\u3001\u3055\u3089\u306b\u30b8\u30a7\u30a4\u30eb\u30d6\u30ec\u30a4\u30af\u306e\u691c\u77e5\u306a\u3069\u3001\u591a\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3057\u305f\u3055\u307e\u3056\u307e\u306a\u65e2\u5b9a\u306e\u81ea\u52d5\u30e1\u30c8\u30ea\u30af\u30b9\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4eca\u56de\u3001\u3053\u3046\u3057\u305f\u65e2\u5b9a\u306e\u81ea\u52d5\u30e1\u30c8\u30ea\u30af\u30b9\u306b\u52a0\u3048\u3001\u5f0a\u793e\u304c\u3054\u7528\u610f\u3057\u305f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u4f7f\u3063\u3066\u3001\u304a\u5ba2\u3055\u307e\u304c\u4efb\u610f\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u624b\u8efd\u306b\u7d44\u3080\u3053\u3068\u304c\u3067\u304d\u308b\u300c\u30ab\u30b9\u30bf\u30e0\u30e1\u30c8\u30ea\u30af\u30b9\u300d\u306e\u63d0\u4f9b\u3092\u958b\u59cb\u3057\u307e\u3059\u3002\u751f\u6210AI\u306e\u30ea\u30b9\u30af\u306f\u3001\u5358\u306b\u5165\u51fa\u529b\u30c7\u30fc\u30bf\u3092\u898b\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u5404\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u7528\u9014\u3068\u30bb\u30c3\u30c8\u3067\u8003\u3048\u308b\u3053\u3068\u304c\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30ab\u30b9\u30bf\u30e0\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5404\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u7528\u9014\u306b\u5373\u3057\u305f\u5b89\u5168\u6027\u8a55\u4fa1\u3084\u8cea\u554f\u5185\u5bb9\u306e\u5206\u985e\u306a\u3069\u3001\u72ec\u81ea\u306e\u8a55\u4fa1\u3084\u7d30\u3084\u304b\u306a\u5236\u5fa1\u3092\u3001\u81ea\u52d5\u3067\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" width=\"1304\" height=\"1644\" src=\"https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2024\/09\/CleanShot-2024-09-28-at-16.22.25@2x.png\" alt=\"\" class=\"wp-image-1769\" style=\"aspect-ratio:0.79296875;width:500px;height:auto\" srcset=\"https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2024\/09\/CleanShot-2024-09-28-at-16.22.25@2x.png 1304w, https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2024\/09\/CleanShot-2024-09-28-at-16.22.25@2x-238x300.png 238w, https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2024\/09\/CleanShot-2024-09-28-at-16.22.25@2x-812x1024.png 812w, https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2024\/09\/CleanShot-2024-09-28-at-16.22.25@2x-768x968.png 768w, https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2024\/09\/CleanShot-2024-09-28-at-16.22.25@2x-1218x1536.png 1218w\" sizes=\"(max-width: 1304px) 100vw, 1304px\" \/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u5b89\u5168\u6027\u3092\u306f\u3058\u3081\u3068\u3057\u305f\u3001\u5f0a\u793e\u72ec\u81ea\u306e\u8a55\u4fa1\u9805\u76ee\u3092\u5b9a\u7fa9\u3057\u3001\u305d\u308c\u306b\u57fa\u3065\u3044\u3066\u30ab\u30b9\u30bf\u30e0\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u8a66\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002\u30ab\u30b9\u30bf\u30e0\u30e1\u30c8\u30ea\u30af\u30b9\u4f5c\u6210\u306e\u969b\u306f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3082\u3042\u3063\u305f\u305f\u3081\u3001\u8a55\u4fa1\u306b\u4f7f\u7528\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u4f5c\u6210\u304c\u7c21\u5358\u306b\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3067\u5b9a\u7fa9\u3067\u304d\u306a\u304b\u3063\u305f\u6307\u6a19\u3092\u3001\u62bd\u8c61\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u305d\u306e\u8a55\u4fa1\u7d50\u679c\u3068\u3057\u3066\u5b9a\u91cf\u7684\u306a\u6307\u6a19\u304c\u5f97\u3089\u308c\u308b\u305f\u3081\u3001\u4eca\u5f8c\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u4f01\u696d\u304c\u5229\u7528\u9078\u5b9a\u3059\u308b\u969b\u306e\u5b9a\u91cf\u7684\u5224\u65ad\u306b\u304a\u3044\u3066\u3001\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u306b\u306a\u308b\u3068\u611f\u3058\u307e\u3057\u305f\u3002<\/p>\n<cite>\u52dd\u53c8 \u667a \u682a\u5f0f\u4f1a\u793e\u30ec\u30c8\u30ea\u30d0&nbsp; AI\u4e8b\u696d\u90e8 \u30c1\u30fc\u30d5 \u7814\u7a76\u8077<\/cite><\/blockquote>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"manual-evaluation\"><strong>3.\u4eba\u624b\u8a55\u4fa1\u6a5f\u80fd\u306e\u62e1\u5145\uff1a\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\u306b\u3088\u308b\u30c0\u30d6\u30eb\u30c1\u30a7\u30c3\u30af<\/strong><\/h4>\n\n\n\n<p>LLM\u306e\u8a55\u4fa1\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u65e2\u5b9a\u306e\u81ea\u52d5\u30e1\u30c8\u30ea\u30af\u30b9\u3084\u30ab\u30b9\u30bf\u30e0\u30e1\u30c8\u30ea\u30af\u30b9\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u4eba\u9593\u306e\u8a55\u4fa1\u8ef8\u3068\u5408\u308f\u305b\u305f\u300c\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\u306b\u3088\u308b\u30c0\u30d6\u30eb\u30c1\u30a7\u30c3\u30af\u300d\u306e\u4ed5\u7d44\u307f\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u304c\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u4fe1\u983c\u6027\u3092\u78ba\u304b\u306a\u3082\u306e\u306b\u3059\u308b\u4e0a\u3067\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5546\u7528\u7248\u3067\u306f\u3001\u3053\u308c\u307e\u30672\u3064\u306eLLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u6bd4\u8f03\u8a55\u4fa1\u7528\u306b\u7528\u610f\u3057\u3066\u3044\u305f\u3001\u4eba\u624b\u306b\u3088\u308b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u6a5f\u80fd\u3092\u3001\u5358\u4f53\u306eLLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5bfe\u3057\u3066\u3082\u3001\u8ab0\u3067\u3082\u624b\u8efd\u306b\u5b9f\u65bd\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>LLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u969b\u306b\u5229\u7528\u3059\u308b\u3001\u55b6\u696d\u90e8\u9580\u3084\u4e8b\u696d\u90e8\u9580\u7b49\u306e\u73fe\u5834\u306e\u77e5\u898b\u3092\u3001\u5c11\u91cf\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u901a\u3058\u3066\u53cd\u6620\u3057\u3001\u81ea\u52d5\u8a55\u4fa1\u7d50\u679c\u3092\u30c0\u30d6\u30eb\u30c1\u30a7\u30c3\u30af\u3059\u308b\u3053\u3068\u3067\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u4fe1\u983c\u6027\u3092\u3055\u3089\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1300\" height=\"861\" src=\"https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2024\/09\/image7.gif\" alt=\"\" class=\"wp-image-1770\" \/><figcaption class=\"wp-element-caption has-text-align-center\" style=\"font-size: 16px\">2\u3064\u306e\u30e2\u30c7\u30eb\u306e\u4eba\u624b\u306b\u3088\u308b\u6bd4\u8f03\u8a55\u4fa1<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"1022\" src=\"https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2024\/09\/image8.gif\" alt=\"\" class=\"wp-image-1771\" \/><figcaption class=\"wp-element-caption has-text-align-center\" style=\"font-size: 16px\">\u5358\u4f53\u306e\u30e2\u30c7\u30eb\u306e\u4eba\u624b\u306b\u3088\u308b\u8a55\u4fa1<\/figcaption><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u4eba\u624b\u306b\u3088\u308b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u7d50\u679c\u3092\u30e1\u30c8\u30ea\u30af\u30b9\u3068\u3057\u3066\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001LLM\u306b\u3088\u308b\u81ea\u52d5\u8a55\u4fa1\u3068\u3001\u4eba\u9593\u306b\u3088\u308b\u8a55\u4fa1\u306e\u9593\u306e\u5171\u901a\u70b9\u3084\u5dee\u7570\u3092\u660e\u78ba\u306b\u53ef\u8996\u5316\u3067\u304d\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5358\u4e00\u306eLLM\u306e\u51fa\u529b\u54c1\u8cea\u3092\u3001\u8a73\u7d30\u306b\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3057\u305f\u3002\u307e\u305f\u3001\u4eba\u624b\u306b\u3088\u308b\u8a55\u4fa1\u6a5f\u80fd\u3092\u901a\u3058\u3066\u3001\u7570\u306a\u308b\u4e8c\u3064\u306eLLM\u3092\u6bd4\u8f03\u3057\u3001\u3069\u3061\u3089\u304c\u3088\u308a\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u304b\u3001\u3042\u308b\u3044\u306f\u3069\u3061\u3089\u304c\u6709\u7528\u306a\u56de\u7b54\u3092\u63d0\u4f9b\u3059\u308b\u304b\u3068\u3044\u3063\u305f\u3053\u3068\u3092\u5224\u5b9a\u3059\u308b\u3053\u3068\u306b\u3082\u5927\u3044\u306b\u5f79\u7acb\u3061\u307e\u3057\u305f\u3002<\/p>\n<cite>\u6d5c\u53e3\u60a0\u8cb4\u3000\u30b5\u30f3\u30c8\u30ea\u30fc\u30b7\u30b9\u30c6\u30e0\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u682a\u5f0f\u4f1a\u793e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2<\/cite><\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Lens for LLMs\u306f\u3001\u81ea\u52d5\u8a55\u4fa1\u3068\u4eba\u624b\u8a55\u4fa1\u3092\u3046\u307e\u304f\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067LLM\u30b7\u30b9\u30c6\u30e0\u306e\u8a55\u4fa1\u306e\u4fe1\u983c\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u30c1\u30a7\u30c3\u30af\u3092\u542b\u3080\u591a\u69d8\u306a\u8a55\u4fa1\u6307\u6a19\u304c\u63c3\u3063\u3066\u3044\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30e6\u30fc\u30b6\u30fc\u81ea\u8eab\u304c\u8a55\u4fa1\u6307\u6a19\u3092\u4f5c\u6210\u3067\u304d\u308b\u6a5f\u80fd\u3082\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u4f7f\u3044\u65b9\u6b21\u7b2c\u3067\u4f01\u696d\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u3066\u67d4\u8edf\u306b\u8a55\u4fa1\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u306e\u6d3b\u7528\u3092\u901a\u3058\u3066\u3001LLM\u30b7\u30b9\u30c6\u30e0\u304c\u5b89\u5168\u306a\u5229\u7528\u306b\u5411\u304b\u3063\u3066\u3044\u304f\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/p>\n<cite>\u9b3c\u982d \u76f4\u5e0c\u3000NRI\u30bb\u30ad\u30e5\u30a2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30ba\u682a\u5f0f\u4f1a\u793e\u3000\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8<\/cite><\/blockquote>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"performance-monitoring\"><strong>4.\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u6a5f\u80fd\u306e\u5c0e\u5165\uff1a\u30d0\u30fc\u30b8\u30e7\u30f3\u3054\u3068\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5909\u5316\u3092\u5373\u5ea7\u306b\u53ef\u8996\u5316<\/strong><\/h4>\n\n\n\n<p>LLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u6570\u65e5\u5358\u4f4d\u3067\u30d7\u30ed\u30f3\u30d7\u30c8\u3084RAG\u306e\u5185\u5bb9\u304c\u5909\u66f4\u3055\u308c\u3001\u3042\u3089\u305f\u306a\u30d0\u30fc\u30b8\u30e7\u30f3\u306b\u66f4\u65b0\u3055\u308c\u308b\u3053\u3068\u3082\u3057\u3070\u3057\u3070\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3046\u3057\u305f\u304d\u3081\u7d30\u304b\u306a\u54c1\u8cea\u6539\u5584\u3092\u3001\u7d99\u7d9a\u7684\u306b\u884c\u3046\u3053\u3068\u306f\u975e\u5e38\u306b\u91cd\u8981\u3067\u3042\u308b\u4e00\u65b9\u3001\u5b9f\u969b\u306b\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u306b\u4f34\u3044\u3001\u3044\u304b\u306b\u54c1\u8cea\u304c\u6539\u5584\u3055\u308c\u305f\u306e\u304b\uff08\u3042\u308b\u3044\u306f\u52a3\u5316\u3057\u3066\u3057\u307e\u3063\u305f\u306e\u304b\uff09\u3092\u5373\u5ea7\u306b\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3057\u3066\u691c\u8a3c\u3059\u308b\u3053\u3068\u306f\u3001\u591a\u304f\u306e\u6642\u9593\u3068\u52b4\u529b\u3092\u8981\u3057\u5bb9\u6613\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u5546\u7528\u7248\u306eLens for LLMs\u3067\u306f\u3001\u3053\u3046\u3057\u305f\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u306b\u4f34\u3046\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5909\u5316\u3092\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u306b\u53ef\u8996\u5316\u3057\u3001\u7d99\u7d9a\u7684\u306b\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u6a5f\u80fd\u3092\u5c0e\u5165\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1974\" height=\"948\" src=\"https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2024\/09\/image3.png\" alt=\"\" class=\"wp-image-1772\" style=\"aspect-ratio:2.0813008130081303;width:843px;height:auto\" srcset=\"https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2024\/09\/image3.png 1974w, https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2024\/09\/image3-300x144.png 300w, https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2024\/09\/image3-1024x492.png 1024w, https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2024\/09\/image3-768x369.png 768w, https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2024\/09\/image3-1536x738.png 1536w\" sizes=\"(max-width: 1974px) 100vw, 1974px\" \/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>AI\u30b7\u30b9\u30c6\u30e0\u306e\u7d99\u7d9a\u7684\u306a\u9032\u5316\u306b\u304a\u3044\u3066\u3001\u7570\u306a\u308bLLM\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u6027\u80fd\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u306f\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u305d\u306e\u70b9\u3001Lens\u306f\u975e\u5e38\u306b\u6709\u7528\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002\u4e3b\u8981\u306a\u6307\u6a19\u3092\u8ffd\u8de1\u3057\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u9593\u306e\u6bd4\u8f03\u3092\u53ef\u80fd\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u81ea\u793e\u304a\u3088\u3073\u304a\u5ba2\u69d8\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u6700\u9069\u5316\u306b\u5411\u3051\u305f\u6709\u76ca\u306a\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u63d0\u4f9b\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u7279\u7b46\u3059\u3079\u304d\u306f\u3001\u305d\u306e\u300c\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u300d\u6a5f\u80fd\u3067\u3059\u3002\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u5909\u66f4\u306e\u5f71\u97ff\u3092\u5bb9\u6613\u306b\u628a\u63e1\u3067\u304d\u3001LLM\u30e2\u30c7\u30eb\u3084\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u3055\u3089\u306b\u306fRAG\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u306e\u66f4\u65b0\u306b\u3088\u308b\u52b9\u679c\u3092\u7c21\u5358\u306b\u8a55\u4fa1\u3067\u304d\u308b\u70b9\u306f\u3001\u5927\u5909\u91cd\u5b9d\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<cite><em>Francisco Soares, CEO, Furious Green<\/em><\/cite><\/blockquote>\n\n\n\n<p><strong>\u3010\u682a\u5f0f\u4f1a\u793eCitadel AI\u306b\u3064\u3044\u3066\u3011<\/strong><\/p>\n\n\n\n<p>Citadel AI\u306f\u300c\u4fe1\u983c\u3067\u304d\u308bAI\u300d\u306e\u793e\u4f1a\u5b9f\u88c5\u3092\u5b9f\u73fe\u3059\u308b\u3001\u65e5\u672c\u767a\u306e\u30b0\u30ed\u30fc\u30d0\u30eb\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3067\u3059\u3002\u30cf\u30a4\u30ea\u30b9\u30afAI\u306e\u8ab2\u984c\u3068\u6b63\u306b\u5b9f\u6226\u3067\u95d8\u3063\u3066\u6765\u305f\u4e16\u754c\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u7d50\u96c6\u3057\u3001\u958b\u767a\u3092\u30ea\u30fc\u30c9\u3057\u3066\u3044\u307e\u3059\u3002\u5f0a\u793e\u88fd\u54c1\u306f\u3001AI\u306e\u30e2\u30c7\u30eb\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f9d\u5b58\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u7d71\u4e00\u5316\u3055\u308c\u305f\u30c6\u30b9\u30c8\u3092\u3001\u6c4e\u7528\u7684\u306b\u9069\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u56fd\u969b\u6a19\u6e96\u696d\u754c\u3092\u4ee3\u8868\u3059\u308bBSI\u7b49\u306b\u63a1\u7528\u3055\u308c\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u5e02\u5834\u3067\u9ad8\u3044\u8a55\u4fa1\u3092\u3044\u305f\u3060\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>\u4ee3\u8868\u53d6\u7de0\u5f79<\/td><td>\u5c0f\u6797\u88d5\u5b9c<\/td><\/tr><tr><td>\u8a2d\u7acb<\/td><td>2020\u5e7412\u670810\u65e5<\/td><\/tr><tr><td>\u4f01\u696dURL<\/td><td><a href=\"https:\/\/citadel-ai.com\/\">https:\/\/citadel-ai.com<\/a><\/td><\/tr><tr><td>X(\u65e7Twitter)<\/td><td><a href=\"https:\/\/twitter.com\/CitadelAI\">https:\/\/twitter.com\/CitadelAI<\/a><\/td><\/tr><tr><td>\u304a\u554f\u5408\u305b<\/td><td><a href=\"mailto:info@citadel-ai.com\">info@citadel-ai.com<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Citadel AI \u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306e\u54c1\u8cea\u6539\u5584\u30c4\u30fc\u30eb\u300cLens for LLMs\u300d\u306e\u5546\u7528\u7248\u3092\u30ea\u30ea\u30fc\u30b9\u3057\u307e\u3059\u3002\u81ea\u52d5\u8a55\u4fa1\u3068\u76ee\u8996\u8a55\u4fa1\u3092\u878d\u5408\u3055\u305b\u305f\u72ec\u81ea\u6280\u8853\u3092\u63a1\u7528\u3057\u3001\u9ad8\u901f\u304b\u3064\u7cbe\u5ea6\u306e\u9ad8\u3044\u8a55\u4fa1\u3092\u5b9f\u73fe\u3059\u308b\u753b\u671f\u7684\u306a\u30d7\u30ed\u30c0\u30af [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1774,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1767","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/citadel-ai.com\/ja\/wp-json\/wp\/v2\/posts\/1767","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/citadel-ai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/citadel-ai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/citadel-ai.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/citadel-ai.com\/ja\/wp-json\/wp\/v2\/comments?post=1767"}],"version-history":[{"count":0,"href":"https:\/\/citadel-ai.com\/ja\/wp-json\/wp\/v2\/posts\/1767\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/citadel-ai.com\/ja\/wp-json\/wp\/v2\/media\/1774"}],"wp:attachment":[{"href":"https:\/\/citadel-ai.com\/ja\/wp-json\/wp\/v2\/media?parent=1767"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/citadel-ai.com\/ja\/wp-json\/wp\/v2\/categories?post=1767"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/citadel-ai.com\/ja\/wp-json\/wp\/v2\/tags?post=1767"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}