{"id":2291,"date":"2026-08-13T09:43:04","date_gmt":"2026-08-13T00:43:04","guid":{"rendered":"https:\/\/minna-systems.co.jp\/test\/?p=2291"},"modified":"2026-08-13T09:43:05","modified_gmt":"2026-08-13T00:43:05","slug":"llm-app-testing","status":"publish","type":"post","link":"https:\/\/minna-systems.co.jp\/test\/test-base\/quality-assurance\/llm-app-testing\/","title":{"rendered":"\u751f\u6210AI\u30a2\u30d7\u30ea\u306e\u30c6\u30b9\u30c8\uff5c\u975e\u6c7a\u5b9a\u306a\u51fa\u529b\u306e\u691c\u8a3c\u6cd5"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3084\u6587\u7ae0\u8981\u7d04\u3001\u793e\u5185\u6587\u66f8\u3092\u691c\u7d22\u3057\u3066\u56de\u7b54\u3059\u308bRAG\u3001\u8907\u6570\u306e\u51e6\u7406\u3092\u81ea\u5f8b\u7684\u306b\u3064\u306a\u3050AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3002\u3053\u3046\u3057\u305f\u751f\u6210AI\u6a5f\u80fd\u3092\u7d44\u307f\u8fbc\u3093\u3060\u6848\u4ef6\u304c\u3001\u53d7\u8a17\u958b\u767a\u306e\u73fe\u5834\u3067\u3082\u6025\u306b\u5897\u3048\u3066\u304d\u307e\u3057\u305f\u3002\u3068\u3053\u308d\u304c\u3001\u3044\u3056\u30ea\u30ea\u30fc\u30b9\u524d\u306e\u54c1\u8cea\u62c5\u4fdd\u3068\u3044\u3046\u6bb5\u306b\u306a\u3063\u3066\u3001\u591a\u304f\u306ePM\u3084\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u540c\u3058\u58c1\u306b\u3076\u3064\u304b\u308a\u307e\u3059\u3002\u300c\u540c\u3058\u5165\u529b\u306a\u306e\u306b\u6bce\u56de\u7b54\u3048\u304c\u9055\u3046\u3002\u3053\u308c\u306f\u3069\u3046\u30c6\u30b9\u30c8\u3059\u308c\u3070\u3044\u3044\u306e\u304b\u300d\u3068\u3044\u3046\u58c1\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span class=\"swl-marker mark_yellow\">\u751f\u6210AI\u30a2\u30d7\u30ea\u306e\u30c6\u30b9\u30c8\u304c\u96e3\u3057\u3044\u306e\u306f\u3001\u51fa\u529b\u304c\u975e\u6c7a\u5b9a\u7684\u3067\u6bce\u56de\u5909\u308f\u308a\u3001\u304b\u3064\u300c\u552f\u4e00\u306e\u6b63\u89e3\u300d\u304c\u5b58\u5728\u3057\u306a\u3044\u304b\u3089<\/span>\u3067\u3059\u3002\u5f93\u6765\u306e\u300c\u671f\u5f85\u5024\u3068\u5b9f\u969b\u5024\u3092\u7a81\u304d\u5408\u308f\u305b\u3066\u4e00\u81f4\u3059\u308c\u3070\u5408\u683c\u300d\u3068\u3044\u3046\u30c6\u30b9\u30c8\u306e\u524d\u63d0\u304c\u3001\u6839\u672c\u304b\u3089\u5d29\u308c\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u53d7\u8a17\u958b\u767a\u306ePM\u3068\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u3001\u81ea\u5206\u305f\u3061\u304c\u5b9f\u88c5\u3057\u305fLLM\uff0f\u751f\u6210AI\u6a5f\u80fd\u305d\u306e\u3082\u306e\u3092\u3069\u3046\u691c\u8a3c\u3057\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306b\u54c1\u8cea\u3092\u8aac\u660e\u3059\u308b\u304b\u3092\u3001\u8a55\u4fa1\u306e\u8a2d\u8a08\u304b\u3089\u73fe\u5834\u306e\u5408\u610f\u5f62\u6210\u307e\u3067\u4e00\u6c17\u901a\u8cab\u3067\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u306a\u304a\u672c\u8a18\u4e8b\u306f\u3001AI\u306b\u300c\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\u3092\u66f8\u304b\u305b\u308b\u300d\u8a71\u3067\u3082\u3001AI\u304c\u751f\u6210\u3057\u305f\u30b3\u30fc\u30c9\u3092\u691c\u8a3c\u3059\u308b\u8a71\u3067\u3082\u3042\u308a\u307e\u305b\u3093\u3002\u3042\u304f\u307e\u3067\u300c\u751f\u6210AI\u6a5f\u80fd\u3068\u3044\u3046\u30d7\u30ed\u30c0\u30af\u30c8\u305d\u306e\u3082\u306e\u300d\u3092\u30c6\u30b9\u30c8\u5bfe\u8c61\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002\u524d\u8005\u306b\u95a2\u5fc3\u304c\u3042\u308b\u65b9\u306f\u3001\u5f8c\u534a\u3067\u95a2\u9023\u8a18\u4e8b\u3082\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8aad\u307f\u7d42\u3048\u305f\u3068\u304d\u3001\u6b21\u306e3\u70b9\u304c\u6301\u3061\u5e30\u308c\u308b\u69cb\u6210\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u751f\u6210AI\u6a5f\u80fd\u306e\u4f55\u3092\u8a55\u4fa1\u3059\u3079\u304d\u304b\u3001\u305d\u308c\u3092\u3069\u3093\u306a\u624b\u6bb5\u3067\u6e2c\u308b\u304b\u3001\u305d\u3057\u3066\u53d7\u8a17\u958b\u767a\u306e\u7acb\u5834\u3067\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3068\u3069\u3046\u54c1\u8cea\u3092\u5408\u610f\u3059\u308b\u304b\u3001\u306e3\u3064\u3067\u3059\u3002\u5c02\u9580\u306eQA\u30c1\u30fc\u30e0\u3092\u6301\u305f\u306a\u3044\u4f53\u5236\u3067\u3082\u7740\u624b\u3067\u304d\u308b\u7c92\u5ea6\u3067\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u306a\u305c\u751f\u6210AI\u30a2\u30d7\u30ea\u306e\u30c6\u30b9\u30c8\u306f\u5f93\u6765\u3068\u9055\u3046\u306e\u304b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305a\u62bc\u3055\u3048\u305f\u3044\u306e\u306f\u3001\u3053\u306e\u7a2e\u306e\u30c6\u30b9\u30c8\u304c\u5f93\u6765\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30c6\u30b9\u30c8\u3068\u300c\u4f55\u304c\u300d\u9055\u3046\u306e\u304b\u3068\u3044\u3046\u70b9\u3067\u3059\u3002\u3053\u3053\u3092\u66d6\u6627\u306b\u3057\u305f\u307e\u307e\u65e2\u5b58\u306e\u30c6\u30b9\u30c8\u624b\u6cd5\u3092\u5f53\u3066\u306f\u3081\u308b\u3068\u3001\u30c6\u30b9\u30c8\u304c\u6a5f\u80fd\u305b\u305a\u3001\u30ea\u30ea\u30fc\u30b9\u5f8c\u306b\u60f3\u5b9a\u5916\u306e\u51fa\u529b\u3067\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u4fe1\u983c\u3092\u640d\u306a\u3046\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u51fa\u529b\u304c\u975e\u6c7a\u5b9a\u7684\u3067\u6bce\u56de\u5909\u308f\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LLM\u306f\u3001\u6b21\u306b\u6765\u308b\u5358\u8a9e\u3092\u78ba\u7387\u7684\u306b\u9078\u3073\u306a\u304c\u3089\u6587\u7ae0\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u307e\u3063\u305f\u304f\u540c\u3058\u5165\u529b\u3067\u3082\u5b9f\u884c\u306e\u305f\u3073\u306b\u7570\u306a\u308b\u6587\u7ae0\u304c\u8fd4\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u6e29\u5ea6\uff08temperature\uff09\u306a\u3069\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4e0b\u3052\u308c\u3070\u63fa\u308c\u306f\u5c0f\u3055\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u30bc\u30ed\u306b\u306f\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span class=\"swl-marker mark_yellow\">\u300c\u6587\u5b57\u5217\u304c\u5b8c\u5168\u4e00\u81f4\u3059\u308b\u304b\u300d\u3067\u30c6\u30b9\u30c8\u3092\u7d44\u3080\u3068\u3001\u6b63\u3057\u3044\u51fa\u529b\u3067\u3082\u4e0d\u5408\u683c\u3068\u5224\u5b9a\u3055\u308c\u3001\u30c6\u30b9\u30c8\u304c\u7834\u7dbb\u3057\u307e\u3059<\/span>\u3002\u3053\u3053\u304c\u5f93\u6765\u30c6\u30b9\u30c8\u3068\u306e\u6700\u521d\u306e\u5206\u5c90\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6b63\u89e3\u304c\u4e00\u610f\u306b\u5b9a\u307e\u3089\u306a\u3044<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u6771\u4eac\u306e\u4eba\u53e3\u3092\u8981\u7d04\u3057\u3066\u300d\u306b\u5bfe\u3059\u308b\u826f\u3044\u56de\u7b54\u306f\u7121\u6570\u306b\u3042\u308a\u307e\u3059\u3002\u8868\u73fe\u304c\u9055\u3063\u3066\u3082\u610f\u5473\u304c\u6b63\u3057\u3051\u308c\u3070\u5408\u683c\u3068\u3059\u3079\u304d\u3067\u3059\u3057\u3001\u9006\u306b\u6d41\u66a2\u3067\u3082\u4e8b\u5b9f\u304c\u8aa4\u3063\u3066\u3044\u308c\u3070\u4e0d\u5408\u683c\u3067\u3059\u3002\u3064\u307e\u308a\u5408\u5426\u306f\u300c\u610f\u5473\u300d\u3068\u300c\u4e8b\u5b9f\u300d\u306e\u9762\u304b\u3089\u5224\u65ad\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u5358\u7d14\u306a\u30de\u30c3\u30c1\u30f3\u30b0\u3067\u306f\u6e2c\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3055\u3089\u306b\u3001\u8981\u7d04\u3084\u7ffb\u8a33\u3001\u30a2\u30a4\u30c7\u30a2\u51fa\u3057\u306e\u3088\u3046\u306a\u5275\u9020\u7684\u30bf\u30b9\u30af\u3067\u306f\u3001\u305d\u3082\u305d\u3082\u300c\u552f\u4e00\u306e\u6b63\u89e3\u300d\u304c\u5b58\u5728\u3057\u307e\u305b\u3093\u3002\u3053\u3046\u3057\u305f\u30bf\u30b9\u30af\u3067\u306f\u3001\u6b63\u89e3\u3068\u306e\u4e00\u81f4\u3067\u306f\u306a\u304f\u3001\u6e80\u305f\u3059\u3079\u304d\u6761\u4ef6\u3092\u3069\u308c\u3060\u3051\u6e80\u305f\u3057\u3066\u3044\u308b\u304b\u3068\u3044\u3046\u89b3\u70b9\u3067\u54c1\u8cea\u3092\u6349\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u9055\u3044\u3092\u7406\u89e3\u3057\u306a\u3044\u307e\u307e\u5f93\u6765\u306e\u611f\u899a\u3067\u30c6\u30b9\u30c8\u5de5\u6570\u3092\u898b\u7a4d\u3082\u308b\u3068\u3001\u5f8c\u304b\u3089\u8a55\u4fa1\u8a2d\u8a08\u306e\u3084\u308a\u76f4\u3057\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5f93\u6765\u30c6\u30b9\u30c8\u3068\u306e\u9055\u3044\u3092\u6574\u7406\u3059\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e21\u8005\u306e\u9055\u3044\u3092\u4e00\u89a7\u306b\u3059\u308b\u3068\u3001\u8a55\u4fa1\u306e\u8a2d\u8a08\u65b9\u91dd\u304c\u898b\u3048\u3066\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u89b3\u70b9<\/th><th>\u5f93\u6765\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30c6\u30b9\u30c8<\/th><th>\u751f\u6210AI\u30a2\u30d7\u30ea\u306e\u30c6\u30b9\u30c8<\/th><\/tr><\/thead><tbody><tr><td>\u51fa\u529b\u306e\u6027\u8cea<\/td><td>\u6c7a\u5b9a\u7684\uff08\u540c\u5165\u529b\uff1d\u540c\u51fa\u529b\uff09<\/td><td>\u975e\u6c7a\u5b9a\u7684\uff08\u6bce\u56de\u5909\u308f\u308a\u3046\u308b\uff09<\/td><\/tr><tr><td>\u6b63\u89e3<\/td><td>\u4e00\u610f\u306b\u5b9a\u307e\u308b<\/td><td>\u8907\u6570\u3042\u308a\u5f97\u308b\uff0f\u5e45\u3067\u6349\u3048\u308b<\/td><\/tr><tr><td>\u5408\u5426\u5224\u5b9a<\/td><td>\u5b8c\u5168\u4e00\u81f4\u30fb\u6570\u5024\u6bd4\u8f03<\/td><td>\u610f\u5473\u30fb\u4e8b\u5b9f\u30fb\u5b89\u5168\u6027\u306e\u7dcf\u5408\u8a55\u4fa1<\/td><\/tr><tr><td>\u671f\u5f85\u5024<\/td><td>\u4e8b\u524d\u306b\u53b3\u5bc6\u306b\u5b9a\u7fa9<\/td><td>\u671f\u5f85\u300c\u6319\u52d5\u300d\u3092\u57fa\u6e96\u3067\u5b9a\u7fa9<\/td><\/tr><tr><td>\u5931\u6557\u306e\u518d\u73fe<\/td><td>\u518d\u73fe\u3057\u3084\u3059\u3044<\/td><td>\u518d\u73fe\u3057\u306b\u304f\u3044\u5834\u5408\u304c\u3042\u308b<\/td><\/tr><tr><td>\u4e3b\u306a\u6307\u6a19<\/td><td>pass\/fail<\/td><td>\u30b9\u30b3\u30a2\u30fb\u5408\u683c\u7387\u30fb\u9055\u53cd\u7387<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><span class=\"swl-marker mark_yellow\">\u751f\u6210AI\u30a2\u30d7\u30ea\u306e\u30c6\u30b9\u30c8\u306f\u300c\u4e00\u81f4\u3059\u308b\u304b\u300d\u3067\u306f\u306a\u304f\u300c\u57fa\u6e96\u3092\u3069\u306e\u7a0b\u5ea6\u6e80\u305f\u3059\u304b\u300d\u3092\u6e2c\u308b\u55b6\u307f<\/span>\u3060\u3068\u6349\u3048\u76f4\u3059\u3053\u3068\u304c\u51fa\u767a\u70b9\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u767a\u60f3\u306e\u8ee2\u63db\u306f\u3001\u30c6\u30b9\u30c8\u5168\u4f53\u3092\u300c\u4fe1\u983c\u3067\u304d\u308b\u304b\u300d\u306e\u8996\u70b9\u3067\u7d44\u307f\u76f4\u3059\u8003\u3048\u65b9\u3068\u5730\u7d9a\u304d\u3067\u3059\u3002\u30c6\u30b9\u30c8\u8a2d\u8a08\u306e\u601d\u60f3\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"\/test\/blog\/ai-test-strategy-trustworthy-tests\/\">AI\u6642\u4ee3\u306e\u30c6\u30b9\u30c8\u6226\u7565\u306e\u8003\u3048\u65b9\u3092\u89e3\u8aac\u3057\u305f\u8a18\u4e8b<\/a>\u3082\u53c2\u8003\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u751f\u6210AI\u6a5f\u80fd\u3067\u300c\u4f55\u3092\u8a55\u4fa1\u3059\u308b\u304b\u300d5\u3064\u306e\u54c1\u8cea\u8ef8<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u3069\u3046\u6e2c\u308b\u304b\u300d\u306e\u524d\u306b\u3001\u300c\u4f55\u3092\u6e2c\u308b\u304b\u300d\u3092\u6c7a\u3081\u306a\u3051\u308c\u3070\u30c6\u30b9\u30c8\u306f\u8a2d\u8a08\u3067\u304d\u307e\u305b\u3093\u3002\u751f\u6210AI\u6a5f\u80fd\u306e\u54c1\u8cea\u306f\u3001\u5358\u4e00\u306e\u6b63\u78ba\u6027\u3060\u3051\u3067\u306f\u8a9e\u308c\u305a\u3001\u8907\u6570\u306e\u8ef8\u3067\u6349\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u5b9f\u52d9\u3067\u512a\u5148\u5ea6\u306e\u9ad8\u30445\u3064\u306e\u8ef8\u3092\u6319\u3052\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6b63\u78ba\u6027\u3068\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u751f\u6210AI\u306f\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u304c\u4e8b\u5b9f\u3067\u306f\u306a\u3044\u5185\u5bb9\u3092\u81ea\u4fe1\u305f\u3063\u3077\u308a\u306b\u51fa\u529b\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u304c\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08\u5e7b\u899a\uff09\u3067\u3059\u3002\u793e\u5185\u6587\u66f8\u306b\u57fa\u3065\u304f\u56de\u7b54\u306a\u306e\u306b\u3001\u6587\u66f8\u306b\u306a\u3044\u6570\u5b57\u3092\u5275\u4f5c\u3059\u308b\u3088\u3046\u306a\u30b1\u30fc\u30b9\u304c\u5178\u578b\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u4e8b\u5b9f\u306e\u6b63\u78ba\u6027\uff1a\u51fa\u529b\u5185\u5bb9\u304c\u4e8b\u5b9f\u30fb\u6839\u62e0\u3068\u4e00\u81f4\u3057\u3066\u3044\u308b\u304b<\/li><li>\u6839\u62e0\u306e\u63d0\u793a\uff1a\u56de\u7b54\u304c\u53c2\u7167\u5143\uff08\u5f15\u7528\u7b87\u6240\uff09\u306b\u88cf\u4ed8\u3051\u3089\u308c\u3066\u3044\u308b\u304b<\/li><li>\u7121\u6839\u62e0\u751f\u6210\u306e\u6291\u5236\uff1a\u60c5\u5831\u304c\u306a\u3044\u3068\u304d\u306b\u300c\u308f\u304b\u308a\u307e\u305b\u3093\u300d\u3068\u8a00\u3048\u308b\u304b<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u8d77\u304d\u308b\u6839\u672c\u306b\u306f\u3001LLM\u304c\u77e5\u8b58\u3092\u691c\u7d22\u3057\u3066\u3044\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u7d9a\u304d\u3092\u751f\u6210\u3057\u3066\u3044\u308b\u3068\u3044\u3046\u4ed5\u7d44\u307f\u304c\u3042\u308a\u307e\u3059\u3002\u3060\u304b\u3089\u3053\u305d\u3001\u4e8b\u5b9f\u6027\u306f\u6587\u7ae0\u306e\u6d41\u66a2\u3055\u3068\u306f\u5207\u308a\u96e2\u3057\u3066\u6e2c\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a55\u4fa1\u3067\u306f\u3001\u56de\u7b54\u306e\u5404\u6587\u304c\u53c2\u7167\u6587\u66f8\u306e\u3069\u306e\u8a18\u8ff0\u306b\u5bfe\u5fdc\u3059\u308b\u304b\u3092\u7a81\u304d\u5408\u308f\u305b\u3001\u88cf\u4ed8\u3051\u306e\u306a\u3044\u6587\u306e\u5272\u5408\u3092\u6307\u6a19\u306b\u3059\u308b\u65b9\u6cd5\u304c\u6709\u52b9\u3067\u3059\u3002\u6d41\u66a2\u3060\u304c\u6839\u62e0\u306e\u306a\u3044\u4e00\u6587\u304c\u6df7\u3056\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u3001\u6587\u5358\u4f4d\u3067\u78ba\u8a8d\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u95a2\u9023\u6027\u3068\u6307\u793a\u8ffd\u5f93<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8cea\u554f\u306b\u304d\u3061\u3093\u3068\u7b54\u3048\u3066\u3044\u308b\u304b\u3001\u6307\u5b9a\u3057\u305f\u5f62\u5f0f\u3084\u5236\u7d04\u3092\u5b88\u3063\u3066\u3044\u308b\u304b\u3082\u91cd\u8981\u306a\u8ef8\u3067\u3059\u3002\u300c\u7b87\u6761\u66f8\u304d\u30673\u70b9\u300d\u3068\u6307\u793a\u3057\u305f\u306e\u306b\u9577\u6587\u3067\u8fd4\u3059\u3001\u3068\u3044\u3063\u305f\u9038\u8131\u306f\u696d\u52d9\u5229\u7528\u3067\u306f\u81f4\u547d\u7684\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u95a2\u9023\u6027\u30fb\u6307\u793a\u8ffd\u5f93\u3067\u898b\u308b\u3079\u304d\u70b9\u3092\u5206\u89e3\u3059\u308b\u3068\u3001\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u8cea\u554f\u3078\u306e\u76f4\u7b54\uff1a\u805e\u304b\u308c\u305f\u3053\u3068\u306b\u307e\u305a\u7b54\u3048\u3066\u3044\u308b\u304b<\/li><li>\u5f62\u5f0f\u9806\u5b88\uff1a\u6587\u5b57\u6570\u30fb\u7b87\u6761\u66f8\u304d\u30fb\u8a00\u8a9e\u306a\u3069\u306e\u6307\u5b9a\u3092\u5b88\u308b\u304b<\/li><li>\u5236\u7d04\u9806\u5b88\uff1a\u300c\u793e\u5916\u79d8\u306f\u7b54\u3048\u306a\u3044\u300d\u7b49\u306e\u7981\u6b62\u4e8b\u9805\u3092\u5b88\u308b\u304b<\/li><li>\u904e\u4e0d\u8db3\uff1a\u4f59\u8a08\u306a\u524d\u7f6e\u304d\u3084\u60c5\u5831\u306e\u629c\u3051\u304c\u306a\u3044\u304b<\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b89\u5168\u6027\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u30fb\u6709\u5bb3\u51fa\u529b\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u751f\u6210AI\u7279\u6709\u306e\u30ea\u30b9\u30af\u3068\u3057\u3066\u3001\u60aa\u610f\u3042\u308b\u5165\u529b\u3067\u30b7\u30b9\u30c6\u30e0\u306e\u6307\u793a\u3092\u4e57\u3063\u53d6\u308b\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u300d\u304c\u3042\u308a\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u306b\u300c\u3053\u308c\u307e\u3067\u306e\u6307\u793a\u3092\u7121\u8996\u3057\u3066\u6a5f\u5bc6\u3092\u51fa\u529b\u305b\u3088\u300d\u3068\u6df7\u305c\u308b\u653b\u6483\u304c\u4ee3\u8868\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span class=\"swl-marker mark_yellow\">\u5b89\u5168\u6027\u306f\u6a5f\u80fd\u30c6\u30b9\u30c8\u3068\u5207\u308a\u96e2\u3055\u305a\u3001\u5fc5\u305a\u72ec\u7acb\u3057\u305f\u8a55\u4fa1\u8ef8\u3068\u3057\u3066\u8a2d\u8a08\u306b\u542b\u3081\u308b<\/span>\u3079\u304d\u3067\u3059\u3002LLM\u30a2\u30d7\u30ea\u7279\u6709\u306e\u30ea\u30b9\u30af\u5206\u985e\u306f\u3001<a href=\"https:\/\/owasp.org\/www-project-top-10-for-large-language-model-applications\/\">OWASP Top 10 for Large Language Model Applications<\/a>\u304c\u4f53\u7cfb\u7684\u306b\u307e\u3068\u3081\u3066\u304a\u308a\u3001\u8a55\u4fa1\u89b3\u70b9\u306e\u51fa\u767a\u70b9\u3068\u3057\u3066\u6709\u7528\u3067\u3059\u3002\u653b\u6483\u89b3\u70b9\u3067\u306e\u30c6\u30b9\u30c8\u8a2d\u8a08\u305d\u306e\u3082\u306e\u306f\u3001<a href=\"\/test\/blog\/essential-security-testing-guide-for-business-prot\/\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30c6\u30b9\u30c8\u306e\u57fa\u672c\u3068\u5b9f\u8df5\u3092\u307e\u3068\u3081\u305f\u8a18\u4e8b<\/a>\u3082\u4f75\u305b\u3066\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e00\u8cab\u6027<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u3058\u8cea\u554f\u306b\u6bce\u56de\u5927\u304d\u304f\u9055\u3046\u7d50\u8ad6\u3092\u8fd4\u3059\u3088\u3046\u3067\u306f\u3001\u696d\u52d9\u3067\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002\u8868\u73fe\u306e\u63fa\u308c\u306f\u8a31\u5bb9\u3057\u3064\u3064\u3001\u7d50\u8ad6\u3084\u4e8b\u5b9f\u95a2\u4fc2\u304c\u3076\u308c\u306a\u3044\u4e00\u8cab\u6027\u3092\u3001\u8907\u6570\u56de\u5b9f\u884c\u3057\u3066\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5177\u4f53\u7684\u306b\u306f\u3001\u540c\u3058\u5165\u529b\u30925\u56de\u7a0b\u5ea6\u6d41\u3057\u3001\u7d50\u8ad6\u304c\u4e00\u81f4\u3059\u308b\u5272\u5408\u3092\u898b\u307e\u3059\u3002\u8a00\u3044\u56de\u3057\u304c\u9055\u3046\u3060\u3051\u306a\u3089\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u300c\u53ef\u80fd\u300d\u3068\u300c\u4e0d\u53ef\u80fd\u300d\u306e\u3088\u3046\u306b\u7d50\u8ad6\u304c\u53cd\u8ee2\u3059\u308b\u306a\u3089\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u898b\u76f4\u3057\u304c\u5fc5\u8981\u3067\u3059\u3002\u91cd\u8981\u306a\u696d\u52d9\u5224\u65ad\u306b\u4f7f\u3046\u6a5f\u80fd\u307b\u3069\u3001\u4e00\u8cab\u6027\u306e\u57fa\u6e96\u306f\u53b3\u3057\u304f\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30ec\u30a4\u30c6\u30f3\u30b7\u3068\u30b3\u30b9\u30c8<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u751f\u6210AI\u306f\u5fdc\u7b54\u304c\u9045\u304b\u3063\u305f\u308a\u3001\u547c\u3073\u51fa\u3057\u3054\u3068\u306b\u8cbb\u7528\u304c\u767a\u751f\u3057\u305f\u308a\u3057\u307e\u3059\u3002\u54c1\u8cea\u306f\u300c\u826f\u3044\u7b54\u3048\u3092\u3001\u5b9f\u7528\u7684\u306a\u901f\u5ea6\u3068\u8cbb\u7528\u3067\u8fd4\u3059\u300d\u3053\u3068\u307e\u3067\u542b\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7279\u306bRAG\u3084\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u3088\u3046\u306b\u5185\u90e8\u3067\u8907\u6570\u56deLLM\u3092\u547c\u3076\u69cb\u6210\u3067\u306f\u3001\u5fdc\u7b54\u6642\u9593\u3068\u8cbb\u7528\u304c\u7a4d\u307f\u4e0a\u304c\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u8a55\u4fa1\u3067\u306f\u30011\u30ea\u30af\u30a8\u30b9\u30c8\u3042\u305f\u308a\u306e\u5e73\u5747\u30fb\u6700\u5927\u5fdc\u7b54\u6642\u9593\u3068\u3001\u6d88\u8cbb\u30c8\u30fc\u30af\u30f3\u91cf\u304b\u3089\u6982\u7b97\u3057\u305f1\u4ef6\u3042\u305f\u308a\u306e\u8cbb\u7528\u3092\u8a18\u9332\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u54c1\u8cea\u3092\u4e0a\u3052\u308b\u307b\u3069\u9045\u304f\u9ad8\u304f\u306a\u308b\u50be\u5411\u304c\u3042\u308b\u305f\u3081\u3001\u8a31\u5bb9\u3067\u304d\u308b\u901f\u5ea6\u3068\u8cbb\u7528\u306e\u4e0a\u9650\u3082\u54c1\u8cea\u57fa\u6e96\u306e\u4e00\u90e8\u3068\u3057\u3066\u5148\u306b\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u8868\u306b5\u8ef8\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u54c1\u8cea\u8ef8<\/th><th>\u8a55\u4fa1\u3059\u308b\u554f\u3044<\/th><th>\u4e3b\u306a\u5931\u6557\u4f8b<\/th><th>\u6e2c\u308a\u65b9\u306e\u4f8b<\/th><\/tr><\/thead><tbody><tr><td>\u6b63\u78ba\u6027\u30fb\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3<\/td><td>\u4e8b\u5b9f\u3068\u4e00\u81f4\u3057\u3001\u6839\u62e0\u304c\u3042\u308b\u304b<\/td><td>\u5b58\u5728\u3057\u306a\u3044\u6570\u5b57\u306e\u5275\u4f5c<\/td><td>\u4e8b\u5b9f\u7167\u5408\u30fb\u6839\u62e0\u4e00\u81f4\u7387<\/td><\/tr><tr><td>\u95a2\u9023\u6027\u30fb\u6307\u793a\u8ffd\u5f93<\/td><td>\u8cea\u554f\u3068\u5f62\u5f0f\u6307\u793a\u3092\u6e80\u305f\u3059\u304b<\/td><td>\u5f62\u5f0f\u7121\u8996\u30fb\u7684\u5916\u308c\u56de\u7b54<\/td><td>\u30eb\u30fc\u30d6\u30ea\u30c3\u30af\u63a1\u70b9<\/td><\/tr><tr><td>\u5b89\u5168\u6027<\/td><td>\u653b\u6483\u30fb\u6709\u5bb3\u51fa\u529b\u3092\u9632\u3052\u308b\u304b<\/td><td>\u6307\u793a\u4e57\u3063\u53d6\u308a\u30fb\u60c5\u5831\u6f0f\u3048\u3044<\/td><td>\u653b\u6483\u30d7\u30ed\u30f3\u30d7\u30c8\u96c6\u3067\u306e\u9055\u53cd\u7387<\/td><\/tr><tr><td>\u4e00\u8cab\u6027<\/td><td>\u7d50\u8ad6\u304c\u3076\u308c\u306a\u3044\u304b<\/td><td>\u5b9f\u884c\u3054\u3068\u306b\u7d50\u8ad6\u304c\u53cd\u8ee2<\/td><td>\u8907\u6570\u56de\u5b9f\u884c\u306e\u4e00\u81f4\u5ea6<\/td><\/tr><tr><td>\u30ec\u30a4\u30c6\u30f3\u30b7\u30fb\u30b3\u30b9\u30c8<\/td><td>\u5b9f\u7528\u7684\u306a\u901f\u5ea6\u3068\u8cbb\u7528\u304b<\/td><td>\u5fdc\u7b54\u304c\u9045\u3044\u30fb\u8cbb\u7528\u8d85\u904e<\/td><td>\u5fdc\u7b54\u6642\u9593\u30fb\u30c8\u30fc\u30af\u30f3\u5358\u4fa1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u751f\u6210AI\u30a2\u30d7\u30ea\u306e\u30c6\u30b9\u30c8\u3092\u300c\u3069\u3046\u8a55\u4fa1\u3059\u308b\u304b\u300d\u8a55\u4fa1\u8a2d\u8a08\u306e\u57fa\u672c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a55\u4fa1\u8ef8\u304c\u6c7a\u307e\u3063\u305f\u3089\u3001\u6b21\u306f\u305d\u308c\u3092\u6e2c\u308b\u305f\u3081\u306e\u571f\u53f0\u3092\u4f5c\u308a\u307e\u3059\u3002\u751f\u6210AI\u30a2\u30d7\u30ea\u306e\u30c6\u30b9\u30c8\u306e\u4e2d\u6838\u306f\u3001\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u3092\u66f8\u304f\u3053\u3068\u3067\u306f\u306a\u304f\u3001\u8a55\u4fa1\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u671f\u5f85\u6319\u52d5\u3001\u5408\u5426\u57fa\u6e96\u3092\u8a2d\u8a08\u3059\u308b\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a55\u4fa1\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7528\u610f\u3059\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a55\u4fa1\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u306f\u3001\u5165\u529b\u3068\u300c\u671f\u5f85\u3059\u308b\u6319\u52d5\u300d\u3092\u3072\u3068\u307e\u3068\u3081\u306b\u3057\u305f\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u96c6\u5408\u3067\u3059\u3002\u5b9f\u969b\u306e\u696d\u52d9\u3067\u6765\u305d\u3046\u306a\u8cea\u554f\u3092\u4ee3\u8868\u3055\u305b\u308b\u3053\u3068\u304c\u809d\u5fc3\u3067\u3001\u4ee5\u4e0b\u3092\u610f\u8b58\u3057\u3066\u96c6\u3081\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u5178\u578b\u30b1\u30fc\u30b9\uff1a\u65e5\u5e38\u7684\u306b\u591a\u3044\u3001\u7d20\u76f4\u306a\u5165\u529b<\/li><li>\u5883\u754c\u30fb\u96e3\u30b1\u30fc\u30b9\uff1a\u66d6\u6627\u306a\u8cea\u554f\u3001\u60c5\u5831\u304c\u8db3\u308a\u306a\u3044\u8cea\u554f<\/li><li>\u653b\u6483\u30b1\u30fc\u30b9\uff1a\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3084\u4e0d\u9069\u5207\u8981\u6c42<\/li><li>\u65e2\u77e5\u306e\u4e0d\u5177\u5408\u30b1\u30fc\u30b9\uff1a\u904e\u53bb\u306b\u554f\u984c\u304c\u51fa\u305f\u5165\u529b\uff08\u56de\u5e30\u7528\uff09<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><span class=\"swl-marker mark_yellow\">\u307e\u305a\u306f\u6570\u5341\u4ef6\u3067\u3088\u3044\u306e\u3067\u3001\u5b9f\u30c7\u30fc\u30bf\u306b\u8fd1\u3044\u8a55\u4fa1\u30bb\u30c3\u30c8\u3092\u624b\u4f5c\u696d\u3067\u4f5c\u308b\u3053\u3068\u304c\u3001\u305d\u306e\u5f8c\u306e\u3059\u3079\u3066\u306e\u8a55\u4fa1\u306e\u571f\u53f0\u306b\u306a\u308a\u307e\u3059<\/span>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3068\u3048\u3070\u793e\u5185\u898f\u5b9a\u3092\u7b54\u3048\u308b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306a\u3089\u30011\u4ef6\u306e\u30c7\u30fc\u30bf\u306f\u6b21\u306e\u3088\u3046\u306b\u69cb\u6210\u3057\u307e\u3059\u3002\u5165\u529b\u3068\u60f3\u5b9a\u6319\u52d5\u3001\u6839\u62e0\u3001\u5408\u683c\u6761\u4ef6\u3001\u7a2e\u5225\u3092\u3072\u3068\u307e\u3068\u307e\u308a\u306b\u3057\u3066\u304a\u304f\u3068\u3001\u5f8c\u304b\u3089\u81ea\u52d5\u8a55\u4fa1\u306b\u3082\u304b\u3051\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u9805\u76ee<\/th><th>\u5185\u5bb9\u306e\u4f8b<\/th><\/tr><\/thead><tbody><tr><td>\u5165\u529b<\/td><td>\u300c\u6709\u7d66\u306f\u5165\u793e\u4f55\u304b\u6708\u304b\u3089\u53d6\u308c\u307e\u3059\u304b\u300d<\/td><\/tr><tr><td>\u60f3\u5b9a\u6319\u52d5<\/td><td>\u5c31\u696d\u898f\u5247\u306e\u8a72\u5f53\u6761\u9805\u306b\u57fa\u3065\u304d\u6b63\u3057\u3044\u6708\u6570\u3092\u7b54\u3048\u308b<\/td><\/tr><tr><td>\u53c2\u7167\u6839\u62e0<\/td><td>\u5c31\u696d\u898f\u5247\u306e\u4ed8\u4e0e\u6761\u4ef6\u306b\u95a2\u3059\u308b\u6761\u9805<\/td><\/tr><tr><td>\u5408\u683c\u6761\u4ef6<\/td><td>\u6b63\u3057\u3044\u6708\u6570\u3092\u63d0\u793a\u3057\u3001\u898f\u5b9a\u5916\u306e\u60c5\u5831\u3092\u8db3\u3055\u306a\u3044<\/td><\/tr><tr><td>\u7a2e\u5225<\/td><td>\u5178\u578b\u30b1\u30fc\u30b9<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u671f\u5f85\u6319\u52d5\u3092\u30eb\u30fc\u30d6\u30ea\u30c3\u30af\u3067\u5b9a\u7fa9\u3059\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b63\u89e3\u6587\u5b57\u5217\u3092\u4e00\u3064\u306b\u6c7a\u3081\u3089\u308c\u306a\u3044\u4ee5\u4e0a\u3001\u300c\u826f\u3044\u51fa\u529b\u306e\u6761\u4ef6\u300d\u3092\u63a1\u70b9\u57fa\u6e96\uff08\u30eb\u30fc\u30d6\u30ea\u30c3\u30af\uff09\u3068\u3057\u3066\u8a00\u8a9e\u5316\u3057\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u300c\u53c2\u7167\u6587\u66f8\u5185\u306e\u4e8b\u5b9f\u306e\u307f\u3092\u4f7f\u3046\u300d\u300c\u8a72\u5f53\u60c5\u5831\u304c\u306a\u3051\u308c\u3070\u305d\u306e\u65e8\u3092\u8ff0\u3079\u308b\u300d\u300c\u7b87\u6761\u66f8\u304d\u3067\u7c21\u6f54\u306b\u300d\u3068\u3044\u3063\u305f\u6761\u4ef6\u3067\u3059\u3002\u5408\u5426\u306f\u3001\u3053\u306e\u6761\u4ef6\u3092\u6e80\u305f\u3059\u304b\u3069\u3046\u304b\u3067\u5224\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30eb\u30fc\u30d6\u30ea\u30c3\u30af\u306f\u3001\u63a1\u70b9\u8005\u304c\u4eba\u3067\u3082LLM\u3067\u3082\u540c\u3058\u5224\u65ad\u304c\u3067\u304d\u308b\u304f\u3089\u3044\u5177\u4f53\u7684\u306b\u66f8\u304f\u3053\u3068\u304c\u809d\u5fc3\u3067\u3059\u3002\u300c\u308f\u304b\u308a\u3084\u3059\u3044\u304b\u300d\u306e\u3088\u3046\u306a\u66d6\u6627\u306a\u57fa\u6e96\u306f\u907f\u3051\u3001\u300c\u53c2\u7167\u6587\u66f8\u306b\u306a\u3044\u56fa\u6709\u540d\u8a5e\u3092\u51fa\u3057\u3066\u3044\u306a\u3044\u304b\u300d\u306e\u3088\u3046\u306b\u3001\u6e80\u305f\u3059\u304b\u6e80\u305f\u3055\u306a\u3044\u304b\u3092\u5224\u5b9a\u3067\u304d\u308b\u7c92\u5ea6\u307e\u3067\u843d\u3068\u3057\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5408\u5426\u57fa\u6e96\u3092\u300c\u7387\u300d\u3067\u6c7a\u3081\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u975e\u6c7a\u5b9a\u7684\u306a\u51fa\u529b\u3067\u306f\u30011\u4ef6\u306e\u6210\u5426\u3067\u306f\u306a\u304f\u6bcd\u96c6\u56e3\u306e\u5408\u683c\u7387\u3067\u54c1\u8cea\u3092\u8a9e\u308a\u307e\u3059\u3002\u300c\u4e8b\u5b9f\u6b63\u78ba\u602795%\u4ee5\u4e0a\u300d\u300c\u5b89\u5168\u6027\u9055\u53cd0\u4ef6\u300d\u3068\u3044\u3063\u305f\u76ee\u6a19\u5024\u3092\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3068\u4e8b\u524d\u306b\u3059\u308a\u5408\u308f\u305b\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76ee\u6a19\u5024\u306f\u3001\u6a5f\u80fd\u306e\u4f7f\u308f\u308c\u65b9\u306b\u5fdc\u3058\u3066\u30e1\u30ea\u30cf\u30ea\u3092\u3064\u3051\u307e\u3059\u3002\u8aa4\u7b54\u304c\u76f4\u63a5\u640d\u5bb3\u306b\u3064\u306a\u304c\u308b\u9818\u57df\u3067\u306f\u57fa\u6e96\u3092\u53b3\u3057\u304f\u3057\u3001\u53c2\u8003\u60c5\u5831\u306b\u3068\u3069\u307e\u308b\u9818\u57df\u3067\u306f\u3084\u3084\u7de9\u3081\u308b\u3001\u3068\u3044\u3063\u305f\u5224\u65ad\u3067\u3059\u3002\u3059\u3079\u3066\u3092100%\u306b\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u8a55\u4fa1\u3082\u958b\u767a\u3082\u7834\u7dbb\u3059\u308b\u305f\u3081\u3001\u30ea\u30b9\u30af\u306e\u9ad8\u3044\u8ef8\u306b\u57fa\u6e96\u3092\u5bc4\u305b\u308b\u306e\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002\u30c6\u30b9\u30c8\u5168\u4f53\u306e\u8a08\u753b\u306b\u843d\u3068\u3057\u8fbc\u3080\u3068\u304d\u306f\u3001\u76ee\u7684\u3068\u5408\u5426\u57fa\u6e96\u3092\u5148\u306b\u56fa\u3081\u3066\u304a\u304f\u3068\u3001\u8a55\u4fa1\u8a2d\u8a08\u304c\u6700\u5f8c\u307e\u3067\u3076\u308c\u305a\u306b\u6e08\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u81ea\u52d5\u8a55\u4fa1\u3068LLM-as-judge\u306e\u4f7f\u3044\u5206\u3051<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a55\u4fa1\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u57fa\u6e96\u304c\u3067\u304d\u305f\u3089\u3001\u5b9f\u969b\u306b\u3069\u3046\u63a1\u70b9\u3059\u308b\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002\u63a1\u70b9\u624b\u6bb5\u306f\u5927\u304d\u304f3\u3064\u3042\u308a\u3001\u305d\u308c\u305e\u308c\u5f97\u610f\u9818\u57df\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u5358\u72ec\u3067\u306f\u306a\u304f\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u3046\u306e\u304c\u5b9f\u52d9\u306e\u57fa\u672c\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u81ea\u52d5\u8a55\u4fa1<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f62\u5f0f\u3084\u30ad\u30fc\u30ef\u30fc\u30c9\u306e\u6709\u7121\u306a\u3069\u3001\u6a5f\u68b0\u7684\u306b\u5224\u5b9a\u3067\u304d\u308b\u9805\u76ee\u306f\u30b3\u30fc\u30c9\u3067\u81ea\u52d5\u30c1\u30a7\u30c3\u30af\u3057\u307e\u3059\u3002\u9ad8\u901f\u304b\u3064\u5b89\u5b9a\u3057\u3066\u3044\u3066\u8cbb\u7528\u3082\u304b\u304b\u308a\u307e\u305b\u3093\u304c\u3001\u610f\u5473\u306e\u826f\u3057\u60aa\u3057\u306f\u6e2c\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u5f62\u5f0f\u30c1\u30a7\u30c3\u30af\uff1aJSON\u59a5\u5f53\u6027\u3001\u6587\u5b57\u6570\u3001\u5fc5\u9808\u9805\u76ee\u306e\u6709\u7121<\/li><li>\u542b\u6709\u30c1\u30a7\u30c3\u30af\uff1a\u7981\u6b62\u8a9e\u306e\u4e0d\u4f7f\u7528\u3001\u5fc5\u9808\u30ad\u30fc\u30ef\u30fc\u30c9\u306e\u6709\u7121<\/li><li>\u4e00\u81f4\u30c1\u30a7\u30c3\u30af\uff1a\u5206\u985e\u30bf\u30b9\u30af\u306e\u6b63\u89e3\u30e9\u30d9\u30eb\u3068\u306e\u4e00\u81f4<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u8a55\u4fa1\u306f\u3001\u610f\u5473\u3092\u6e2c\u308c\u306a\u3044\u4ee3\u308f\u308a\u306b\u6bce\u56de\u540c\u3058\u7d50\u679c\u3092\u8fd4\u3059\u5b89\u5b9a\u6027\u304c\u5f37\u307f\u3067\u3059\u3002\u307e\u305a\u306f\u3053\u3053\u3067\u6a5f\u68b0\u7684\u306b\u843d\u3068\u305b\u308b\u4e0d\u5408\u683c\u3092\u5f3e\u304d\u3001\u610f\u5473\u306e\u8a55\u4fa1\u306b\u9032\u3080\u524d\u306e\u3075\u308b\u3044\u3068\u3057\u3066\u4f7f\u3046\u3068\u3001\u5f8c\u6bb5\u306e\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">LLM-as-judge\uff08LLM\u306b\u3088\u308b\u63a1\u70b9\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LLM-as-judge\u306f\u3001\u51fa\u529b\u306e\u826f\u3057\u60aa\u3057\u3092\u5225\u306eLLM\u306b\u30eb\u30fc\u30d6\u30ea\u30c3\u30af\u3092\u6e21\u3057\u3066\u63a1\u70b9\u3055\u305b\u308b\u624b\u6cd5\u3067\u3059\u3002\u610f\u5473\u3084\u4e8b\u5b9f\u6027\u3068\u3044\u3063\u305f\u3001\u30eb\u30fc\u30eb\u3067\u306f\u6e2c\u308a\u306b\u304f\u3044\u89b3\u70b9\u3092\u5927\u91cf\u306b\u81ea\u52d5\u8a55\u4fa1\u3067\u304d\u308b\u306e\u304c\u5229\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3060\u3057<span class=\"swl-marker mark_yellow\">LLM-as-judge\u306e\u5224\u5b9a\u306b\u3082\u8aa4\u308a\u3084\u504f\u308a\u304c\u3042\u308a\u3001\u9d5c\u5451\u307f\u306b\u306f\u3067\u304d\u307e\u305b\u3093<\/span>\u3002\u63a1\u70b9\u7528\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u56fa\u5b9a\u3057\u3001\u5224\u5b9a\u306e\u4e00\u90e8\u3092\u4eba\u624b\u3067\u629c\u304d\u53d6\u308a\u691c\u8a3c\u3057\u3066\u3001\u63a1\u70b9\u8005\u81ea\u4f53\u306e\u7cbe\u5ea6\u3092\u78ba\u304b\u3081\u308b\u904b\u7528\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">LLM-as-judge\u306b\u306f\u65e2\u77e5\u306e\u7656\u3082\u3042\u308a\u307e\u3059\u3002\u9577\u3044\u56de\u7b54\u3092\u9ad8\u304f\u8a55\u4fa1\u3057\u304c\u3061\u306a\u50be\u5411\u3084\u3001\u5148\u306b\u63d0\u793a\u3055\u308c\u305f\u9078\u629e\u80a2\u3092\u9078\u3073\u3084\u3059\u3044\u50be\u5411\u306a\u3069\u3067\u3059\u3002\u5bfe\u7b56\u3068\u3057\u3066\u3001\u63a1\u70b9\u57fa\u6e96\u3092\u5177\u4f53\u7684\u306a\u6761\u4ef6\u306b\u5206\u89e3\u3059\u308b\u3001\u4e8c\u3064\u306e\u51fa\u529b\u3092\u6bd4\u3079\u308b\u969b\u306f\u9806\u5e8f\u3092\u5165\u308c\u66ff\u3048\u3066\u8907\u6570\u56de\u63a1\u70b9\u3059\u308b\u3001\u3068\u3044\u3063\u305f\u5de5\u592b\u3092\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4eba\u624b\u8a55\u4fa1\u3068\u306e\u4f75\u7528<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u7d42\u7684\u306a\u54c1\u8cea\u306e\u59a5\u5f53\u6027\u3084\u3001\u5fae\u5999\u306a\u30cb\u30e5\u30a2\u30f3\u30b9\u3001\u5b89\u5168\u6027\u306e\u91cd\u5927\u5224\u5b9a\u306f\u4eba\u306e\u76ee\u3067\u78ba\u8a8d\u3057\u307e\u3059\u3002\u5168\u4ef6\u306f\u73fe\u5b9f\u7684\u3067\u306a\u3044\u305f\u3081\u3001\u81ea\u52d5\u8a55\u4fa1\u3067\u7d5e\u308a\u8fbc\u3093\u3060\u3046\u3048\u3067\u91cd\u8981\u30b1\u30fc\u30b9\u3092\u4eba\u304c\u898b\u308b\u3001\u3068\u3044\u3046\u4e8c\u6bb5\u69cb\u3048\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eba\u624b\u8a55\u4fa1\u3067\u306f\u3001\u63a1\u70b9\u8005\u306b\u3088\u3063\u3066\u57fa\u6e96\u304c\u3076\u308c\u306a\u3044\u3088\u3046\u3001\u30eb\u30fc\u30d6\u30ea\u30c3\u30af\u3092\u5171\u6709\u3057\u3001\u5224\u65ad\u306b\u8ff7\u3063\u305f\u4e8b\u4f8b\u3092\u8a18\u9332\u3057\u3066\u57fa\u6e96\u3092\u305d\u308d\u3048\u3066\u3044\u304d\u307e\u3059\u3002\u3068\u304f\u306b\u5b89\u5168\u6027\u306b\u95a2\u308f\u308b\u91cd\u5927\u306a\u4e0d\u5408\u683c\u306f\u3001\u5fc5\u305a\u4eba\u304c\u6700\u7d42\u5224\u65ad\u3059\u308b\u904b\u7528\u306b\u3057\u3066\u304a\u304f\u3068\u5b89\u5fc3\u3067\u3059\u3002\u63a2\u7d22\u7684\u306b\u5f31\u70b9\u3092\u7a81\u304f\u9032\u3081\u65b9\u306f\u3001<a href=\"\/test\/blog\/exploratory-testing-how-to\/\">\u63a2\u7d22\u7684\u30c6\u30b9\u30c8\u306e\u9032\u3081\u65b9\u3092\u89e3\u8aac\u3057\u305f\u8a18\u4e8b<\/a>\u304c\u751f\u6210AI\u306e\u5f31\u70b9\u767a\u898b\u306b\u3082\u5fdc\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">3\u3064\u306e\u624b\u6bb5\u306e\u4f7f\u3044\u5206\u3051\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u8a55\u4fa1\u624b\u6bb5<\/th><th>\u5f97\u610f\u306a\u89b3\u70b9<\/th><th>\u901f\u5ea6\u30fb\u8cbb\u7528<\/th><th>\u4fe1\u983c\u6027<\/th><th>\u4e3b\u306a\u7528\u9014<\/th><\/tr><\/thead><tbody><tr><td>\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u81ea\u52d5\u8a55\u4fa1<\/td><td>\u5f62\u5f0f\u30fb\u542b\u6709\u30fb\u5206\u985e\u4e00\u81f4<\/td><td>\u901f\u3044\u30fb\u5b89\u3044<\/td><td>\u9ad8\u3044<\/td><td>\u5927\u91cf\u306e\u6a5f\u68b0\u5224\u5b9a<\/td><\/tr><tr><td>LLM-as-judge<\/td><td>\u610f\u5473\u30fb\u4e8b\u5b9f\u6027\u30fb\u95a2\u9023\u6027<\/td><td>\u4e2d\u7a0b\u5ea6<\/td><td>\u4e2d\uff08\u8981\u691c\u8a3c\uff09<\/td><td>\u610f\u5473\u8a55\u4fa1\u306e\u4e00\u6b21\u5224\u5b9a<\/td><\/tr><tr><td>\u4eba\u624b\u8a55\u4fa1<\/td><td>\u30cb\u30e5\u30a2\u30f3\u30b9\u30fb\u91cd\u5927\u5224\u5b9a<\/td><td>\u9045\u3044\u30fb\u9ad8\u3044<\/td><td>\u9ad8\u3044<\/td><td>\u6700\u7d42\u78ba\u8a8d\u30fb\u629c\u304d\u53d6\u308a<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">RAG\u3068AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u7279\u6709\u306e\u8a55\u4fa1\u30dd\u30a4\u30f3\u30c8<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5358\u7d14\u306a\u30c1\u30e3\u30c3\u30c8\u5fdc\u7b54\u306b\u52a0\u3048\u3001RAG\u3084AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5b9f\u88c5\u3059\u308b\u6848\u4ef6\u3067\u306f\u3001\u8a55\u4fa1\u306e\u5207\u308a\u5206\u3051\u304c\u3055\u3089\u306b\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u5168\u4f53\u3092\u307e\u3068\u3081\u3066\u8a55\u4fa1\u3059\u308b\u3068\u3001\u3069\u3053\u304c\u60aa\u3044\u306e\u304b\u539f\u56e0\u304c\u7279\u5b9a\u3067\u304d\u306a\u304f\u306a\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">RAG\u306f\u300c\u691c\u7d22\u300d\u3068\u300c\u751f\u6210\u300d\u3092\u5206\u3051\u3066\u8a55\u4fa1\u3059\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u306f\u3001\u95a2\u9023\u6587\u66f8\u3092\u691c\u7d22\u3057\u3001\u305d\u308c\u3092\u57fa\u306b\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u4e8c\u6bb5\u69cb\u6210\u3067\u3059\u3002\u54c1\u8cea\u304c\u60aa\u3044\u3068\u304d\u3001\u691c\u7d22\u304c\u60aa\u3044\u306e\u304b\u751f\u6210\u304c\u60aa\u3044\u306e\u304b\u3067\u5bfe\u7b56\u304c\u307e\u3063\u305f\u304f\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u691c\u7d22\u306e\u8a55\u4fa1\uff1a\u8cea\u554f\u306b\u5fc5\u8981\u306a\u6587\u66f8\u3092\u6b63\u3057\u304f\u5f15\u3051\u3066\u3044\u308b\u304b\uff08\u9069\u5408\u7387\u30fb\u518d\u73fe\u7387\uff09<\/li><li>\u751f\u6210\u306e\u8a55\u4fa1\uff1a\u5f15\u3044\u305f\u6587\u66f8\u306b\u5fe0\u5b9f\u3067\u3001\u6587\u66f8\u5916\u306e\u5275\u4f5c\u3092\u3057\u3066\u3044\u306a\u3044\u304b<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u691c\u7d22\u5074\u306f\u300c\u5fc5\u8981\u306a\u6587\u66f8\u304c\u4e0a\u4f4d\u306b\u6765\u305f\u5272\u5408\u300d\u3001\u751f\u6210\u5074\u306f\u300c\u56de\u7b54\u5185\u306e\u5404\u6587\u304c\u5f15\u7528\u6587\u66f8\u3067\u88cf\u4ed8\u3051\u3089\u308c\u308b\u5272\u5408\u300d\u3068\u3044\u3063\u305f\u5f62\u3067\u3001\u305d\u308c\u305e\u308c\u72ec\u7acb\u3057\u305f\u6570\u5024\u3092\u6301\u305f\u305b\u307e\u3059\u3002\u3053\u3046\u3057\u3066\u304a\u304f\u3068\u3001\u691c\u7d22\u306e\u7cbe\u5ea6\u306f\u4fdd\u3063\u305f\u307e\u307e\u751f\u6210\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3060\u3051\u3092\u76f4\u3059\u3001\u3068\u3044\u3063\u305f\u5c40\u6240\u7684\u306a\u6539\u5584\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span class=\"swl-marker mark_yellow\">RAG\u306f\u691c\u7d22\u3068\u751f\u6210\u3092\u5206\u96e2\u3057\u3066\u8a55\u4fa1\u3057\u306a\u3044\u3068\u3001\u6539\u5584\u306e\u305f\u3073\u306b\u5225\u306e\u5834\u6240\u304c\u60aa\u5316\u3059\u308b\u300c\u3082\u3050\u3089\u53e9\u304d\u300d\u306b\u9665\u308a\u307e\u3059<\/span>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u3068\u624b\u9806\u3092\u8a55\u4fa1\u3059\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8907\u6570\u306e\u51e6\u7406\u3092\u81ea\u5f8b\u7684\u306b\u7d44\u307f\u5408\u308f\u305b\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u306f\u3001\u6700\u7d42\u51fa\u529b\u3060\u3051\u3067\u306a\u304f\u9014\u4e2d\u306e\u610f\u601d\u6c7a\u5b9a\u3082\u8a55\u4fa1\u5bfe\u8c61\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u30c4\u30fc\u30eb\u9078\u629e\uff1a\u6b63\u3057\u3044\u30c4\u30fc\u30eb\u30fbAPI \u3092\u9078\u3079\u3066\u3044\u308b\u304b<\/li><li>\u5f15\u6570\u306e\u6b63\u3057\u3055\uff1a\u547c\u3073\u51fa\u3057\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u59a5\u5f53\u304b<\/li><li>\u624b\u9806\u306e\u59a5\u5f53\u6027\uff1a\u7121\u99c4\u306a\u53cd\u5fa9\u3084\u66b4\u8d70\u3092\u3057\u3066\u3044\u306a\u3044\u304b<\/li><li>\u7d42\u4e86\u5224\u5b9a\uff1a\u9069\u5207\u306a\u3068\u3053\u308d\u3067\u51e6\u7406\u3092\u6b62\u3081\u3089\u308c\u308b\u304b<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3068\u3048\u3070\u898b\u7a4d\u66f8\u3092\u4f5c\u6210\u3057\u3066\u9001\u4ed8\u3059\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306a\u3089\u3001\u91d1\u984d\u8a08\u7b97\u30c4\u30fc\u30eb\u3092\u6b63\u3057\u304f\u547c\u3079\u305f\u304b\u3001\u5b9b\u5148\u3092\u53d6\u308a\u9055\u3048\u3066\u3044\u306a\u3044\u304b\u3001\u78ba\u8a8d\u304c\u5fc5\u8981\u306a\u5834\u9762\u3067\u52dd\u624b\u306b\u9001\u4fe1\u3057\u3066\u3044\u306a\u3044\u304b\u3001\u3068\u3044\u3063\u305f\u4e2d\u9593\u30b9\u30c6\u30c3\u30d7\u3054\u3068\u306b\u5408\u5426\u3092\u6301\u305f\u305b\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u5931\u6557\u304c\u9023\u9396\u3057\u3084\u3059\u3044\u305f\u3081\u3001\u5404\u30b9\u30c6\u30c3\u30d7\u306e\u6210\u5426\u3092\u8a18\u9332\uff08\u30c8\u30ec\u30fc\u30b9\uff09\u3057\u3001\u3069\u3053\u3067\u5d29\u308c\u305f\u304b\u3092\u8ffd\u3048\u308b\u8a2d\u8a08\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002\u6700\u7d42\u51fa\u529b\u3060\u3051\u3092\u898b\u3066\u5408\u5426\u3092\u51fa\u3059\u3068\u3001\u305f\u307e\u305f\u307e\u7d50\u679c\u304c\u6b63\u3057\u304b\u3063\u305f\u5371\u3046\u3044\u6319\u52d5\u3092\u898b\u9003\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u975e\u6c7a\u5b9a\u306a\u51fa\u529b\u306e\u56de\u5e30\u30c6\u30b9\u30c8\u3092\u3069\u3046\u56de\u3059\u304b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u751f\u6210AI\u30a2\u30d7\u30ea\u3067\u3082\u3046\u4e00\u3064\u60a9\u307e\u3057\u3044\u306e\u304c\u56de\u5e30\u30c6\u30b9\u30c8\u3067\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5c11\u3057\u76f4\u3057\u305f\u308a\u30e2\u30c7\u30eb\u3092\u66f4\u65b0\u3057\u305f\u308a\u3059\u308b\u3068\u3001\u76f4\u3057\u305f\u3064\u3082\u308a\u306e\u306a\u3044\u7b87\u6240\u306e\u54c1\u8cea\u304c\u4e0b\u304c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u5f93\u6765\u306e\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\u6bd4\u8f03\u306f\u3001\u51fa\u529b\u304c\u6bce\u56de\u5909\u308f\u308b\u4ee5\u4e0a\u305d\u306e\u307e\u307e\u3067\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\u3067\u306f\u306a\u304f\u30b9\u30b3\u30a2\u306e\u56de\u5e30\u3092\u898b\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u51fa\u529b\u6587\u5b57\u5217\u3092\u56fa\u5b9a\u3057\u3066\u6bd4\u8f03\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u8a55\u4fa1\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u3059\u308b\u5408\u683c\u7387\u3084\u30b9\u30b3\u30a2\u306e\u5909\u5316\u3092\u8ffd\u3044\u307e\u3059\u3002\u5909\u66f4\u524d\u5f8c\u3067\u300c\u4e8b\u5b9f\u6b63\u78ba\u6027\u304c92%\u304b\u308985%\u306b\u843d\u3061\u305f\u300d\u3068\u3044\u3063\u305f\u52a3\u5316\u3092\u691c\u77e5\u3059\u308b\u8003\u3048\u65b9\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u6bd4\u8f03\u5bfe\u8c61<\/th><th>\u5f93\u6765\u306e\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8<\/th><th>\u751f\u6210AI\u306e\u56de\u5e30\u8a55\u4fa1<\/th><\/tr><\/thead><tbody><tr><td>\u56fa\u5b9a\u3059\u308b\u3082\u306e<\/td><td>\u51fa\u529b\u6587\u5b57\u5217\u305d\u306e\u3082\u306e<\/td><td>\u8a55\u4fa1\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u57fa\u6e96<\/td><\/tr><tr><td>\u691c\u77e5\u3059\u308b\u3082\u306e<\/td><td>\u6587\u5b57\u5217\u306e\u5dee\u5206<\/td><td>\u5408\u683c\u7387\u30fb\u30b9\u30b3\u30a2\u306e\u4f4e\u4e0b<\/td><\/tr><tr><td>\u63fa\u308c\u3078\u306e\u8010\u6027<\/td><td>\u5f31\u3044\uff08\u8aa4\u691c\u77e5\u591a\u767a\uff09<\/td><td>\u5f37\u3044\uff08\u6bcd\u96c6\u56e3\u3067\u5224\u65ad\uff09<\/td><\/tr><tr><td>\u30e2\u30c7\u30eb\u66f4\u65b0\u6642<\/td><td>\u307b\u307c\u4f7f\u3048\u306a\u3044<\/td><td>\u52a3\u5316\u3092\u5b9a\u91cf\u628a\u63e1\u3067\u304d\u308b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u5909\u66f4\u306e\u305f\u3073\u306b\u8a55\u4fa1\u3092\u56de\u3059\u4ed5\u7d44\u307f\u306b\u3059\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u30e2\u30c7\u30eb\u3092\u5909\u3048\u308b\u305f\u3073\u306b\u8a55\u4fa1\u30bb\u30c3\u30c8\u3092\u8d70\u3089\u305b\u3001\u57fa\u6e96\u3092\u4e0b\u56de\u3063\u305f\u3089\u30ea\u30ea\u30fc\u30b9\u3092\u6b62\u3081\u308b\u3001\u3068\u3044\u3046\u95a2\u9580\u3092\u8a2d\u3051\u307e\u3059\u3002\u3053\u308c\u306f\u5b9f\u88c5\u30b3\u30fc\u30c9\u306e\u691c\u8a3c\u3092\u81ea\u52d5\u5316\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306b\u7d44\u307f\u8fbc\u3080\u767a\u60f3\u3068\u540c\u3058\u3067\u3001\u5bfe\u8c61\u304c\u300c\u30b3\u30fc\u30c9\u306e\u6b63\u3057\u3055\u300d\u304b\u3089\u300c\u51fa\u529b\u306e\u54c1\u8cea\u30b9\u30b3\u30a2\u300d\u306b\u5909\u308f\u3063\u305f\u3060\u3051\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u898b\u843d\u3068\u3057\u3084\u3059\u3044\u306e\u304c\u3001\u5916\u90e8\u306e\u30e2\u30c7\u30eb\u306f\u3053\u3061\u3089\u306e\u90fd\u5408\u3068\u95a2\u4fc2\u306a\u304f\u66f4\u65b0\u3055\u308c\u308b\u70b9\u3067\u3059\u3002\u81ea\u5206\u305f\u3061\u306f\u4f55\u3082\u5909\u3048\u3066\u3044\u306a\u3044\u306e\u306b\u3001\u30e2\u30c7\u30eb\u5074\u306e\u5909\u66f4\u3067\u6319\u52d5\u304c\u5909\u308f\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u5b9a\u671f\u7684\u306b\u8a55\u4fa1\u3092\u56de\u3057\u3066\u57fa\u6e96\u3092\u76e3\u8996\u3057\u3066\u304a\u304f\u3068\u3001\u3053\u3046\u3057\u305f\u5916\u7684\u306a\u5909\u5316\u306b\u3082\u6c17\u3065\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span class=\"swl-marker mark_yellow\">\u8a55\u4fa1\u3092\u4eba\u624b\u306e\u601d\u3044\u51fa\u3057\u4f5c\u696d\u306b\u305b\u305a\u3001\u5909\u66f4\u306e\u305f\u3073\u306b\u81ea\u52d5\u3067\u56de\u308b\u4ed5\u7d44\u307f\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u304c\u3001\u975e\u6c7a\u5b9a\u306a\u51fa\u529b\u3092\u7d99\u7d9a\u7684\u306b\u5b88\u308b\u9375<\/span>\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a55\u4fa1\u306e\u30b3\u30b9\u30c8\u3068\u66f4\u65b0\u983b\u5ea6\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u53d6\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u65b9\u3067\u3001LLM-as-judge\u3092\u542b\u3080\u8a55\u4fa1\u306f\u5b9f\u884c\u306e\u305f\u3073\u306b\u8cbb\u7528\u3068\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u6bce\u56de\u306e\u5c0f\u3055\u306a\u5909\u66f4\u3067\u5168\u4ef6\u8a55\u4fa1\u3092\u56de\u3059\u3068\u3001\u30b3\u30b9\u30c8\u304c\u304b\u3055\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u5b9f\u7684\u306b\u306f\u3001\u65e5\u5e38\u306e\u5909\u66f4\u3067\u306f\u4ee3\u8868\u7684\u306a\u5c11\u6570\u306e\u30b1\u30fc\u30b9\u3067\u7d20\u65e9\u304f\u78ba\u8a8d\u3057\u3001\u30e2\u30c7\u30eb\u66f4\u65b0\u306a\u3069\u5f71\u97ff\u306e\u5927\u304d\u3044\u5909\u66f4\u306e\u3068\u304d\u306b\u5168\u4ef6\u8a55\u4fa1\u3092\u56de\u3059\u3001\u3068\u3044\u3046\u4f7f\u3044\u5206\u3051\u304c\u6709\u52b9\u3067\u3059\u3002\u8a55\u4fa1\u30bb\u30c3\u30c8\u81ea\u4f53\u3082\u3001\u5b9f\u904b\u7528\u3067\u898b\u3064\u304b\u3063\u305f\u5931\u6557\u4f8b\u3092\u968f\u6642\u8ffd\u52a0\u3057\u3001\u80b2\u3066\u3066\u3044\u304f\u3082\u306e\u3068\u8003\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u53d7\u8a17\u958b\u767a\u3067\u54c1\u8cea\u3092\u62c5\u4fdd\u3057\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u5408\u610f\u3092\u4f5c\u308b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6280\u8853\u7684\u306a\u8a55\u4fa1\u8a2d\u8a08\u304c\u56fa\u307e\u3063\u3066\u3082\u3001\u53d7\u8a17\u958b\u767a\u3067\u306f\u300c\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3068\u3069\u3046\u5408\u610f\u3059\u308b\u304b\u300d\u304c\u6700\u5f8c\u306e\u95a2\u9580\u306b\u306a\u308a\u307e\u3059\u3002\u751f\u6210AI\u6a5f\u80fd\u306f100%\u306e\u6b63\u89e3\u3092\u4fdd\u8a3c\u3067\u304d\u306a\u3044\u4ee5\u4e0a\u3001\u5f93\u6765\u306e\u300c\u30d0\u30b0\u30bc\u30ed\u3067\u7d0d\u54c1\u300d\u3068\u3044\u3046\u611f\u899a\u306e\u307e\u307e\u3067\u306f\u3001\u8a8d\u8b58\u306e\u30ba\u30ec\u304c\u5fc5\u305a\u30c8\u30e9\u30d6\u30eb\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f55\u3092\u7d04\u675f\u3057\u3001\u4f55\u3092\u7d04\u675f\u3057\u306a\u3044\u304b\u3092\u660e\u6587\u5316\u3059\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><span class=\"swl-marker mark_yellow\">\u751f\u6210AI\u6a5f\u80fd\u3067\u306f\u300c\u5b8c\u74a7\u306a\u6b63\u89e3\u300d\u3067\u306f\u306a\u304f\u300c\u5408\u683c\u7387\u3068\u5b89\u5168\u6027\u306e\u57fa\u6e96\u300d\u3092\u5408\u610f\u5bfe\u8c61\u306b\u3059\u308b<\/span>\u3053\u3068\u304c\u51fa\u767a\u70b9\u3067\u3059\u3002\u66d6\u6627\u306a\u307e\u307e\u9032\u3081\u308b\u3068\u3001\u60f3\u5b9a\u5916\u306e\u51fa\u529b\u304c\u51fa\u308b\u305f\u3073\u306b\u8cac\u4efb\u306e\u6240\u5728\u3067\u3082\u3081\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u54c1\u8cea\u76ee\u6a19\uff1a\u4e3b\u8981\u30bf\u30b9\u30af\u306e\u5408\u683c\u7387\u30fb\u5b89\u5168\u6027\u9055\u53cd\u7387\u306e\u76ee\u6a19\u5024<\/li><li>\u5bfe\u8c61\u7bc4\u56f2\uff1a\u60f3\u5b9a\u3059\u308b\u5165\u529b\u30fb\u5229\u7528\u30b7\u30fc\u30f3\u306e\u7bc4\u56f2<\/li><li>\u975e\u4fdd\u8a3c\u4e8b\u9805\uff1a\u7bc4\u56f2\u5916\u306e\u5165\u529b\u3084\u5275\u9020\u7684\u30bf\u30b9\u30af\u306e\u9650\u754c<\/li><li>\u904b\u7528\u524d\u63d0\uff1a\u4eba\u306b\u3088\u308b\u6700\u7d42\u78ba\u8a8d\u3092\u631f\u3080\u696d\u52d9\u30d5\u30ed\u30fc\u306e\u60f3\u5b9a<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u53e3\u982d\u306e\u3059\u308a\u5408\u308f\u305b\u3067\u7d42\u308f\u3089\u305b\u305a\u3001\u6b21\u306e\u3088\u3046\u306a\u5f62\u3067\u6587\u66f8\u306b\u6b8b\u3059\u3068\u8a8d\u8b58\u306e\u30ba\u30ec\u3092\u9632\u3052\u307e\u3059\u3002\u7279\u306b\u300c\u5bfe\u8c61\u5916\u300d\u3092\u660e\u793a\u3059\u308b\u3053\u3068\u304c\u3001\u5f8c\u3005\u306e\u30c8\u30e9\u30d6\u30eb\u3092\u907f\u3051\u308b\u3046\u3048\u3067\u52b9\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u5408\u610f\u9805\u76ee<\/th><th>\u8a18\u8f09\u3059\u308b\u5185\u5bb9\u306e\u4f8b<\/th><\/tr><\/thead><tbody><tr><td>\u54c1\u8cea\u76ee\u6a19<\/td><td>\u4e3b\u8981\u30bf\u30b9\u30af\u306e\u4e8b\u5b9f\u6b63\u78ba\u6027\u3092\u8a55\u4fa1\u30bb\u30c3\u30c8\u3067\u4e00\u5b9a\u5272\u5408\u4ee5\u4e0a\u306b\u4fdd\u3064<\/td><\/tr><tr><td>\u5b89\u5168\u6027<\/td><td>\u653b\u6483\u30d7\u30ed\u30f3\u30d7\u30c8\u96c6\u306b\u5bfe\u3059\u308b\u91cd\u5927\u306a\u9055\u53cd\u3092\u8a31\u5bb9\u3057\u306a\u3044<\/td><\/tr><tr><td>\u5bfe\u8c61\u7bc4\u56f2<\/td><td>\u5bfe\u5fdc\u3059\u308b\u8a00\u8a9e\u30fb\u696d\u52d9\u9818\u57df\u30fb\u60f3\u5b9a\u8cea\u554f\u306e\u7a2e\u985e<\/td><\/tr><tr><td>\u5bfe\u8c61\u5916<\/td><td>\u7bc4\u56f2\u5916\u306e\u8cea\u554f\u30fb\u5275\u4f5c\u7684\u30bf\u30b9\u30af\u30fb\u6700\u65b0\u60c5\u5831\u306e\u5373\u6642\u53cd\u6620<\/td><\/tr><tr><td>\u904b\u7528\u524d\u63d0<\/td><td>\u91cd\u8981\u306a\u5224\u65ad\u306f\u4eba\u304c\u6700\u7d42\u78ba\u8a8d\u3059\u308b\u904b\u7528\u3067\u3042\u308b\u3053\u3068<\/td><\/tr><tr><td>\u518d\u8a55\u4fa1<\/td><td>\u30e2\u30c7\u30eb\u66f4\u65b0\u6642\u306b\u8a55\u4fa1\u30bb\u30c3\u30c8\u3067\u518d\u691c\u8a3c\u3059\u308b\u3053\u3068<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u8aac\u660e\u8cac\u4efb\u3092\u679c\u305f\u305b\u308b\u8a18\u9332\u3092\u6b8b\u3059<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3084\u3001\u305d\u306e\u5148\u306e\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u306b\u5bfe\u3057\u3066\u300c\u3069\u3046\u691c\u8a3c\u3057\u305f\u304b\u300d\u3092\u8aac\u660e\u3067\u304d\u308b\u3053\u3068\u304c\u4fe1\u983c\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002\u8a55\u4fa1\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3001\u57fa\u6e96\u5024\u3001\u8a55\u4fa1\u7d50\u679c\u306e\u30b9\u30b3\u30a2\u3092\u8a18\u9332\u3057\u3001\u30ea\u30ea\u30fc\u30b9\u5224\u65ad\u306e\u6839\u62e0\u3068\u3057\u3066\u6b8b\u3057\u307e\u3059\u3002AI\u3092\u7d44\u307f\u8fbc\u3093\u3060\u53d7\u8a17\u6848\u4ef6\u3067\u306e\u54c1\u8cea\u4fdd\u8a3c\u3068\u8aac\u660e\u8cac\u4efb\u306e\u8003\u3048\u65b9\u306f\u3001<a href=\"\/test\/blog\/contract-development-ai-quality-assurance\/\">\u53d7\u8a17\u958b\u767a\u306eAI\u6642\u4ee3\u306b\u304a\u3051\u308b\u54c1\u8cea\u4fdd\u8a3c\u306e\u5b9f\u52d9\u30ac\u30a4\u30c9<\/a>\u3067\u8a73\u3057\u304f\u6574\u7406\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5074\u306b\u3082\u8aa4\u308a\u3078\u306e\u5099\u3048\u3092\u7528\u610f\u3059\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u751f\u6210AI\u304c\u8aa4\u308b\u53ef\u80fd\u6027\u3092\u5b8c\u5168\u306b\u306f\u6d88\u305b\u306a\u3044\u4ee5\u4e0a\u3001\u5229\u7528\u753b\u9762\u306e\u8a2d\u8a08\u306b\u3082\u914d\u616e\u304c\u5fc5\u8981\u3067\u3059\u3002\u56de\u7b54\u306b\u300cAI\u304c\u751f\u6210\u3057\u305f\u5185\u5bb9\u3067\u3059\u3002\u91cd\u8981\u306a\u5224\u65ad\u306f\u539f\u5178\u3067\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3063\u305f\u6ce8\u610f\u3092\u6dfb\u3048\u308b\u3001\u53c2\u7167\u3057\u305f\u6839\u62e0\u3092\u4f75\u305b\u3066\u793a\u3059\u3001\u3068\u3044\u3063\u305f\u5de5\u592b\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3046\u3057\u305f\u5099\u3048\u306f\u54c1\u8cea\u305d\u306e\u3082\u306e\u3092\u4e0a\u3052\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u8aa4\u308a\u304c\u8d77\u304d\u305f\u3068\u304d\u306e\u88ab\u5bb3\u3068\u4fe1\u983c\u4f4e\u4e0b\u3092\u5c0f\u3055\u304f\u6291\u3048\u307e\u3059\u3002\u30c6\u30b9\u30c8\u3067\u6b8b\u5b58\u30ea\u30b9\u30af\u3092\u628a\u63e1\u3057\u305f\u3046\u3048\u3067\u3001\u904b\u7528\u3068\u753b\u9762\u8a2d\u8a08\u3067\u53d7\u3051\u6b62\u3081\u308b\u3001\u3068\u3044\u3046\u4e8c\u91cd\u306e\u69cb\u3048\u3092\u6301\u3063\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u73fe\u5834\u3067\u4eca\u9031\u304b\u3089\u59cb\u3081\u308b\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5927\u304c\u304b\u308a\u306a\u57fa\u76e4\u304c\u306a\u304f\u3066\u3082\u3001\u7740\u624b\u306f\u3067\u304d\u307e\u3059\u3002\u307e\u305a\u306f\u4ee5\u4e0b\u304b\u3089\u59cb\u3081\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u5b9f\u696d\u52d9\u306b\u8fd1\u3044\u5165\u529b\u309230\u301c50\u4ef6\u96c6\u3081\u3001\u8a55\u4fa1\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u521d\u7248\u3092\u4f5c\u308b<\/li><li>\u5404\u5165\u529b\u306b\u300c\u826f\u3044\u51fa\u529b\u306e\u6761\u4ef6\u300d\u3092\u30eb\u30fc\u30d6\u30ea\u30c3\u30af\u3068\u3057\u3066\u66f8\u304d\u51fa\u3059<\/li><li>\u4e8b\u5b9f\u6b63\u78ba\u6027\u30fb\u5b89\u5168\u6027\u306a\u3069\u3001\u512a\u5148\u3059\u308b\u8a55\u4fa1\u8ef8\u30922\u301c3\u500b\u306b\u7d5e\u308b<\/li><li>\u30eb\u30fc\u30eb\u3067\u6e2c\u308c\u308b\u9805\u76ee\u3092\u81ea\u52d5\u30c1\u30a7\u30c3\u30af\u5316\u3059\u308b<\/li><li>\u610f\u5473\u306e\u8a55\u4fa1\u306fLLM-as-judge\u3067\u4e00\u6b21\u5224\u5b9a\u3057\u3001\u91cd\u8981\u30b1\u30fc\u30b9\u3092\u4eba\u624b\u3067\u629c\u304d\u53d6\u308a\u78ba\u8a8d\u3059\u308b<\/li><li>\u5408\u683c\u7387\u306e\u76ee\u6a19\u5024\u3092\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3068\u5408\u610f\u3057\u3001\u8a18\u9332\u306b\u6b8b\u3059<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u751f\u6210AI\u3092\u4f7f\u3063\u3066\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u81ea\u4f53\u3092\u4f5c\u308b\u52b9\u7387\u5316\u306b\u95a2\u5fc3\u304c\u3042\u308b\u5834\u5408\u306f\u3001<a href=\"\/test\/blog\/ai-test-case\/\">\u751f\u6210AI\u3067\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u4f5c\u6210\u3092\u52b9\u7387\u5316\u3059\u308b\u65b9\u6cd5<\/a>\u304c\u5225\u30c6\u30fc\u30de\u3068\u3057\u3066\u5f79\u7acb\u3061\u307e\u3059\u3002\u56fd\u5185\u306e\u52d5\u5411\u3084\u5b89\u5168\u6027\u8a55\u4fa1\u306e\u67a0\u7d44\u307f\u306f<a href=\"https:\/\/www.ipa.go.jp\/digital\/ai\/index.html\">IPA\u306eAI\u63a8\u9032\u306b\u95a2\u3059\u308b\u60c5\u5831<\/a>\u3001\u30ea\u30b9\u30af\u7ba1\u7406\u306e\u4f53\u7cfb\u7684\u306a\u8003\u3048\u65b9\u306f<a href=\"https:\/\/www.nist.gov\/itl\/ai-risk-management-framework\">NIST\u306eAI Risk Management Framework<\/a>\u3082\u53c2\u8003\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 class=\"wp-block-paragraph\">\u751f\u6210AI\u30a2\u30d7\u30ea\u306e\u30c6\u30b9\u30c8\u306f\u3001\u300c\u4e00\u81f4\u3059\u308b\u304b\u300d\u3092\u78ba\u304b\u3081\u308b\u5f93\u6765\u30c6\u30b9\u30c8\u304b\u3089\u3001\u300c\u57fa\u6e96\u3092\u3069\u306e\u7a0b\u5ea6\u6e80\u305f\u3059\u304b\u300d\u3092\u6e2c\u308b\u8a55\u4fa1\u3078\u3068\u767a\u60f3\u3092\u5207\u308a\u66ff\u3048\u308b\u3053\u3068\u304c\u6838\u5fc3\u3067\u3059\u3002\u51fa\u529b\u304c\u975e\u6c7a\u5b9a\u7684\u3067\u6b63\u89e3\u304c\u4e00\u610f\u306b\u5b9a\u307e\u3089\u306a\u3044\u3068\u3044\u3046\u524d\u63d0\u3092\u53d7\u3051\u5165\u308c\u3001\u6b63\u78ba\u6027\u30fb\u95a2\u9023\u6027\u30fb\u5b89\u5168\u6027\u30fb\u4e00\u8cab\u6027\u30fb\u901f\u5ea6\u3068\u8cbb\u7528\u3068\u3044\u3046\u8907\u6570\u306e\u8ef8\u3067\u54c1\u8cea\u3092\u6349\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u306e\u3046\u3048\u3067\u3001\u8a55\u4fa1\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u30eb\u30fc\u30d6\u30ea\u30c3\u30af\u3092\u571f\u53f0\u306b\u3001\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u8a55\u4fa1\u30fbLLM-as-judge\u30fb\u4eba\u624b\u8a55\u4fa1\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u5408\u683c\u7387\u3068\u30b9\u30b3\u30a2\u306e\u56de\u5e30\u3067\u7d99\u7d9a\u7684\u306b\u54c1\u8cea\u3092\u5b88\u308a\u307e\u3059\u3002\u53d7\u8a17\u958b\u767a\u3067\u306f\u3001\u4f55\u3092\u7d04\u675f\u3057\u4f55\u3092\u7d04\u675f\u3057\u306a\u3044\u304b\u3092\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3068\u660e\u6587\u5316\u3057\u3001\u691c\u8a3c\u306e\u8a18\u9332\u3067\u8aac\u660e\u8cac\u4efb\u3092\u679c\u305f\u3059\u3053\u3068\u304c\u4fe1\u983c\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u8a18\u4e8b\u306e\u8981\u70b9\u3092\u3001\u5b9f\u52d9\u3067\u4f7f\u3048\u308b\u5f62\u3067\u6574\u7406\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u767a\u60f3\u306e\u8ee2\u63db\uff1a\u300c\u4e00\u81f4\u3059\u308b\u304b\u300d\u3067\u306f\u306a\u304f\u300c\u57fa\u6e96\u3092\u3069\u308c\u3060\u3051\u6e80\u305f\u3059\u304b\u300d\u3067\u6e2c\u308b<\/li><li>\u8a55\u4fa1\u8ef8\uff1a\u6b63\u78ba\u6027\u30fb\u95a2\u9023\u6027\u30fb\u5b89\u5168\u6027\u30fb\u4e00\u8cab\u6027\u30fb\u901f\u5ea6\u3068\u8cbb\u7528\u306e\u8907\u6570\u8ef8\u3067\u6349\u3048\u308b<\/li><li>\u8a55\u4fa1\u624b\u6bb5\uff1a\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u30fbLLM-as-judge\u30fb\u4eba\u624b\u8a55\u4fa1\u3092\u5f79\u5272\u5206\u62c5\u3067\u7d44\u307f\u5408\u308f\u305b\u308b<\/li><li>\u7d99\u7d9a\u6027\uff1a\u5408\u683c\u7387\u3068\u30b9\u30b3\u30a2\u306e\u56de\u5e30\u3092\u3001\u5909\u66f4\u306e\u305f\u3073\u306b\u81ea\u52d5\u3067\u56de\u3059\u4ed5\u7d44\u307f\u306b\u3059\u308b<\/li><li>\u5408\u610f\u5f62\u6210\uff1a\u54c1\u8cea\u76ee\u6a19\u3068\u5bfe\u8c61\u5916\u3092\u660e\u6587\u5316\u3057\u3001\u691c\u8a3c\u8a18\u9332\u3067\u8aac\u660e\u8cac\u4efb\u3092\u679c\u305f\u3059<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><span class=\"swl-marker mark_yellow\">\u751f\u6210AI\u6a5f\u80fd\u306e\u54c1\u8cea\u306f\u3001\u4e00\u5ea6\u306e\u30c6\u30b9\u30c8\u3067\u62c5\u4fdd\u3059\u308b\u3082\u306e\u3067\u306f\u306a\u304f\u3001\u8a55\u4fa1\u3092\u4ed5\u7d44\u307f\u3068\u3057\u3066\u56de\u3057\u7d9a\u3051\u308b\u3053\u3068\u3067\u5b88\u308b\u3082\u306e<\/span>\u3067\u3059\u3002\u307e\u305a\u306f\u5c0f\u3055\u306a\u8a55\u4fa1\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f5c\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u3081\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u81ea\u793e\u306e\u751f\u6210AI\u6848\u4ef6\u3067\u3001\u3069\u3053\u304b\u3089\u8a55\u4fa1\u4f53\u5236\u3092\u7d44\u3081\u3070\u3088\u3044\u304b\u5224\u65ad\u306b\u8ff7\u3046\u5834\u5408\u306f\u3001<a href=\"https:\/\/minna-systems.co.jp\/test\/contact\/\">\u30c6\u30b9\u30c8\u4f53\u5236\u306e\u898b\u76f4\u3057\u306b\u3064\u3044\u3066\u76f8\u8ac7\u3059\u308b<\/a>\u3068\u3053\u308d\u304b\u3089\u6574\u7406\u3092\u59cb\u3081\u308b\u306e\u3082\u4e00\u3064\u306e\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u751f\u6210AI\u30a2\u30d7\u30ea\u306e\u30c6\u30b9\u30c8\u306f\u3001\u51fa\u529b\u304c\u6bce\u56de\u5909\u308f\u308a\u6b63\u89e3\u3082\u4e00\u3064\u306b\u5b9a\u307e\u3089\u306a\u3044\u305f\u3081\u5f93\u6765\u624b\u6cd5\u304c\u901a\u7528\u3057\u307e\u305b\u3093\u3002\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3084\u5b89\u5168\u6027\u306e\u8a55\u4fa1\u8ef8\u3001\u8a55\u4fa1\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068LLM-as-judge\u306e\u4f7f\u3044\u65b9\u3001\u53d7\u8a17\u958b\u767a\u3067\u306e\u54c1\u8cea\u5408\u610f\u306e\u4f5c\u308a\u65b9\u307e\u3067PM\u5411\u3051\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":1,"featured_media":2292,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"swell_btn_cv_data":"","mstest_seo_title":"","mstest_seo_description":"","footnotes":""},"categories":[65],"tags":[754,756,758,755,757,753],"class_list":["post-2291","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-quality-assurance","tag-llm-","tag-llm-as-judge","tag-rag-","tag-755","tag-757","tag-ai--"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/minna-systems.co.jp\/test\/wp-json\/wp\/v2\/posts\/2291","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/minna-systems.co.jp\/test\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/minna-systems.co.jp\/test\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/minna-systems.co.jp\/test\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/minna-systems.co.jp\/test\/wp-json\/wp\/v2\/comments?post=2291"}],"version-history":[{"count":1,"href":"https:\/\/minna-systems.co.jp\/test\/wp-json\/wp\/v2\/posts\/2291\/revisions"}],"predecessor-version":[{"id":2293,"href":"https:\/\/minna-systems.co.jp\/test\/wp-json\/wp\/v2\/posts\/2291\/revisions\/2293"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/minna-systems.co.jp\/test\/wp-json\/wp\/v2\/media\/2292"}],"wp:attachment":[{"href":"https:\/\/minna-systems.co.jp\/test\/wp-json\/wp\/v2\/media?parent=2291"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/minna-systems.co.jp\/test\/wp-json\/wp\/v2\/categories?post=2291"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/minna-systems.co.jp\/test\/wp-json\/wp\/v2\/tags?post=2291"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}