{"id":25148,"date":"2025-11-25T12:03:34","date_gmt":"2025-11-25T12:03:34","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=25148"},"modified":"2025-11-25T12:03:34","modified_gmt":"2025-11-25T12:03:34","slug":"post-hoc-rationalization-llm%e3%81%ae%e6%8e%a8%e8%ab%96%e3%81%af%e3%80%8c%e8%a8%80%e3%81%84%e8%a8%b3%e3%80%8d%e3%81%8b%ef%bc%9f-%e6%a0%aa%e5%bc%8f%e4%bc%9a%e7%a4%beai-shift","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/25148\/","title":{"rendered":"Post-hoc Rationalization: LLM\u306e\u63a8\u8ad6\u306f\u300c\u8a00\u3044\u8a33\u300d\u304b\uff1f | \u682a\u5f0f\u4f1a\u793eAI Shift"},"content":{"rendered":"\n<\/p>\n<div>\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/www.ai-shift.co.jp\/wp-content\/uploads\/2025\/11\/edb1f5fb71528db50e0b716711ab2879.png\" alt=\"\" class=\"wp-image-6414\"\/><\/figure>\n<p>\u3053\u3093\u306b\u3061\u306f<br \/>AI\u30c1\u30fc\u30e0\u306e\u6238\u7530\u3067\u3059<\/p>\n<p>\u4ee5\u524d\u3001\u672cTechBlog\u3067DeepSeek-R1\u306a\u3069\u306e\u63a8\u8ad6\u30e2\u30c7\u30eb\u3067\u898b\u3089\u308c\u308b\u300caha moment\uff08\u30a2\u30cf\u4f53\u9a13\uff09\u300d\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3057\u305f\u203b\u3002\u30e2\u30c7\u30eb\u304c\u601d\u8003\u3057\u3066\u3044\u308b\u304b\u306e\u3088\u3046\u306b\u632f\u308b\u821e\u3046\u69d8\u5b50\u306f\u975e\u5e38\u306b\u8208\u5473\u6df1\u3044\u4e00\u65b9\u3067\u3001\u300c\u3053\u308c\u306f\u672c\u5f53\u306b\u8003\u3048\u3066\u3044\u308b\u306e\u304b\uff1f \u305d\u308c\u3068\u3082\u4eba\u9593\u304c\u305d\u3046\u8a00\u3046\u78ba\u7387\u304c\u9ad8\u3044\u304b\u3089\u6a21\u5023\u3057\u3066\u3044\u308b\u3060\u3051\u306a\u306e\u304b\uff1f\u300d\u3068\u3044\u3046\u7591\u554f\u3082\u6b8b\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u4eca\u56de\u306f\u305d\u306e\u7591\u554f\u304b\u3089\u6d3e\u751f\u3057\u3066\u3001<strong>Post-hoc Rationalization\uff08\u4e8b\u5f8c\u6b63\u5f53\u5316\uff09<\/strong> \u3068\u3044\u3046\u6982\u5ff5\u3068\u3001\u305d\u308c\u306b\u95a2\u9023\u3059\u308b\u6700\u65b0\u306e\u7814\u7a76\u8ad6\u6587\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p>\u203b: <a target=\"_blank\" href=\"https:\/\/www.ai-shift.co.jp\/techblog\/5766\">LLM\u306e\u63a8\u8ad6\u306b\u304a\u3051\u308b \u201caha moment\u201d \u306b\u3064\u3044\u3066\u8abf\u3079\u3066\u307f\u305f<\/a><\/p>\n<h2 class=\"wp-block-heading\">Post-hoc Rationalization\u3068\u306f\uff1f<\/h2>\n<p>\u5143\u3005\u306f\u5fc3\u7406\u5b66\u306b\u304a\u3044\u3066\u3001\u76f4\u611f\u3084\u7121\u610f\u8b58\u3067\u6c7a\u5b9a\u3092\u4e0b\u3057\u305f\u5f8c\u306b\u3001\u305d\u308c\u3089\u3057\u3044\u8ad6\u7406\u7684\u306a\u7406\u7531\u3092\u5f8c\u4ed8\u3051\u3067\u69cb\u7bc9\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u6307\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u76f4\u611f\u3067\u300c\u3053\u3063\u3061\u3060\uff01\u300d\u3068\u9078\u3093\u3060\u5f8c\u306b\u300c\u306a\u305c\u306a\u3089OO\u304cXX\u3060\u304b\u3089\u301c\u300d\u3068\u3001\u5f8c\u4ed8\u3051\u3067\u8ad6\u7406\u7684\u306a\u7406\u7531\u3092\u8003\u3048\u308b\u3053\u3068\u3067\u3059\u3002\u307f\u306a\u3055\u3093\u3082\u7d4c\u9a13\u304c\u3042\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>LLM\u306b\u304a\u3044\u3066\u3082\u540c\u69d8\u306e\u73fe\u8c61\u304c\u6307\u6458\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u79c1\u305f\u3061\u304c\u300c\u30b9\u30c6\u30c3\u30d7\u30fb\u30d0\u30a4\u30fb\u30b9\u30c6\u30c3\u30d7\u3067\u8003\u3048\u3066\u300d\u3068\u6307\u793a\u3059\u308bChain-of-Thought (CoT) \u306f\u3001\u672c\u6765\u306f\u7b54\u3048\u3092\u5c0e\u304f\u305f\u3081\u306e\u8a08\u7b97\u904e\u7a0b\u3067\u3042\u308b\u3053\u3068\u3092\u671f\u5f85\u3057\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u30e2\u30c7\u30eb\u304c\u5185\u90e8\u3067\u3059\u3067\u306b\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u7d71\u8a08\u7684\u78ba\u7387\u304b\u3089\u7b54\u3048\u3092\u6c7a\u5b9a\u3057\u3066\u304a\u308a\u3001CoT\u306f\u305d\u306e\u7b54\u3048\u306b\u8aac\u5f97\u529b\u3092\u6301\u305f\u305b\u308b\u305f\u3081\u306b\u751f\u6210\u3055\u308c\u305f\u300c\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u524d\u63d0\u300d\u306b\u904e\u304e\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308b\u306e\u3067\u3059\u3002<\/p>\n<p>\u3053\u308c\u3092\u533a\u5225\u3059\u308b\u305f\u3081\u306b\u3001\u4ee5\u4e0b\u306e2\u3064\u306e\u6982\u5ff5\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<ol class=\"wp-block-list\">\n<li>Plausibility\uff08\u3082\u3063\u3068\u3082\u3089\u3057\u3055\uff09: \u4eba\u9593\u304c\u8aad\u3093\u3067\u7d0d\u5f97\u3067\u304d\u308b\u304b\u3002\u8aac\u5f97\u529b\u304c\u3042\u308b\u304b\u3002<\/li>\n<li>Faithfulness\uff08\u8aa0\u5b9f\u6027\u30fb\u5fe0\u5b9f\u6027\uff09: \u305d\u306e\u8aac\u660e\u304c\u3001\u30e2\u30c7\u30eb\u306e\u5b9f\u969b\u306e\u4e88\u6e2c\u30d7\u30ed\u30bb\u30b9\u3068\u4e00\u81f4\u3057\u3066\u3044\u308b\u304b\u3002<\/li>\n<\/ol>\n<p>LLM\u306fRLHF\u306a\u3069\u306e\u4eba\u9593\u306b\u3088\u308b\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306b\u3088\u3063\u3066\u300c\u4eba\u9593\u304c\u597d\u3080\u8aac\u660e\u300d\u3092\u5b66\u7fd2\u3059\u308b\u305f\u3081\u3001Faithfulness\u3092\u72a0\u7272\u306b\u3057\u3066\u3067\u3082Plausibility\u3092\u9ad8\u3081\u308b\u50be\u5411\u304c\u3042\u308b\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2 class=\"wp-block-heading\">\u95a2\u9023\u7814\u7a76<\/h2>\n<p>\u3053\u306e\u554f\u984c\u306b\u95a2\u3059\u308b\u7814\u7a76\u3092\u3044\u304f\u3064\u304b\u8abf\u3079\u305f\u306e\u3067\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3 class=\"wp-block-heading\"><a target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2305.04388\">Language Models Don&#8217;t Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting<\/a><\/h3>\n<p>\u3053\u306e\u7814\u7a76\u3067\u306f\u30e2\u30c7\u30eb\u306b\u5bfe\u3057\u3066\u610f\u56f3\u7684\u306b\u300c\u30d0\u30a4\u30a2\u30b9\u300d\u3092\u304b\u3051\u305f\u72b6\u614b\u3067\u63a8\u8ad6\u3092\u884c\u308f\u305b\u307e\u3057\u305f\u3002<\/p>\n<p>\u5b9f\u9a13\u8a2d\u5b9a\u3068\u3057\u3066\u306f\u3001\u591a\u80a2\u9078\u629e\u554f\u984c\u306b\u304a\u3044\u3066\u3001\u6b63\u89e3\u3068\u306f\u7121\u95a2\u4fc2\u306b\u300c\u5e38\u306b\u9078\u629e\u80a2(A)\u3092\u9078\u3076\u300d\u3088\u3046\u306a\u30d0\u30a4\u30a2\u30b9\u3092\u4e0e\u3048\u308b\u3002\u4f8b\u3048\u3070\u3001Prompt\u306b\u300c\u7b54\u3048\u306fA\u3060\u3068\u601d\u3046\u3051\u3069\u2026\u300d\u3068\u8aa4\u3063\u305f\u30d2\u30f3\u30c8\u3092\u4e0e\u3048\u308b\u3053\u3068\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u4e88\u60f3\u901a\u308a\u3001\u30e2\u30c7\u30eb\u306f\u30d0\u30a4\u30a2\u30b9\u306b\u5f93\u3063\u3066\u9593\u9055\u3063\u305f\u9078\u629e\u80a2(A)\u3092\u9078\u3073\u307e\u3057\u305f\u3002\u305d\u3057\u3066\u9a5a\u304f\u3079\u304d\u3053\u3068\u306b\u3001\u305d\u306e\u969b\u306eCoT\u306b\u304a\u3044\u3066\u3001\u30e2\u30c7\u30eb\u306f\u300c\u79c1\u306f\u30d2\u30f3\u30c8\u306b\u5f93\u3044\u307e\u3057\u305f\u300d\u3068\u306f\u8a00\u308f\u305a\u3001\u300c\u9078\u629e\u80a2(A)\u304c\u6b63\u3057\u3044\u8ad6\u7406\u7684\u306a\u7406\u7531\u300d\u3092\u634f\u9020\u3057\u3066\u6b63\u5f53\u5316\u3057\u305f\u305d\u3046\u3067\u3059\u3002<\/p>\n<p>\u3064\u307e\u308a\u3001CoT\u306f\u30e2\u30c7\u30eb\u306e\u771f\u306e\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u3092\u53cd\u6620\u3057\u3066\u3044\u308b\u3068\u306f\u9650\u3089\u305a\u3001\u6c7a\u5b9a\u5f8c\u306e\u8fbb\u8904\u5408\u308f\u305b\u306b\u4f7f\u308f\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3057\u305f\u3002<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1472\" height=\"388\" src=\"https:\/\/www.ai-shift.co.jp\/wp-content\/uploads\/2025\/11\/58470de182679c3c428e430191374d8a.png\" alt=\"\" class=\"wp-image-6409\"\/><figcaption class=\"wp-element-caption\">\u5143\u8ad6\u6587 Table 1: \u6b63\u89e3\u3067\u304d\u3066\u3044\u305f\u554f\u984c\u306b\u3082\u3001\u8aa4\u3063\u305f\u30d2\u30f3\u30c8\u3092\u4e0e\u3048\u308b\u3068\u305d\u308c\u306b\u5f15\u3063\u5f35\u3089\u308c\u3066\u4e0d\u6b63\u89e3\u306b\u306a\u308b\u3002\u306a\u305c\u305d\u306e\u56de\u7b54\u306b\u81f3\u3063\u305f\u304b\u306e\u7406\u7531\u3082\u3001\u5f8c\u4ed8\u3051\u3067\u8003\u3048\u3089\u308c\u305f\u3082\u306e\u306b\u306a\u3063\u3066\u3044\u308b\u3002<\/figcaption><\/figure>\n<\/div>\n<h3 class=\"wp-block-heading\"><a target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2307.13702\">Measuring Faithfulness in Chain-of-Thought Reasoning<\/a><\/h3>\n<p>\u3053\u306e\u7814\u7a76\u3067\u306f\u3001CoT\u306eFaithfulness\u3092\u6e2c\u308b\u305f\u3081\u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u69d8\u3005\u306a\u5916\u633f\u3092\u3057\u3066\u691c\u8a3c\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>Adding Mistakes:<\/strong><br \/>CoT\u306e\u9014\u4e2d\u3067\u308f\u3056\u3068\u9593\u9055\u3063\u305f\u8a08\u7b97\u3084\u8ad6\u7406\u3092\u633f\u5165\u3059\u308b<\/p>\n<p><strong>Paraphrasing:<\/strong><br \/>CoT\u306e\u5185\u5bb9\u3092\u5909\u3048\u305a\u306b\u8868\u73fe\u3060\u3051\u3092\u5909\u3048\u308b<\/p>\n<p><strong>Early Answering:<\/strong><br \/>CoT\u3092\u9014\u4e2d\u3067\u5207\u308a\u4e0a\u3052\u308b<\/p>\n<p><strong>Filler Tokens:<\/strong><br \/>\u601d\u8003\u90e8\u5206\u3092\u5168\u304f\u610f\u5473\u306e\u306a\u3044\u300c&#8230; &#8230;\u300d\u306e\u3088\u3046\u306a\u3082\u306e\u306b\u5909\u3048\u3066\u3057\u307e\u3046<\/p>\n<p>\u7d50\u679c\u3068\u3057\u3066\u3001\u30bf\u30b9\u30af\u306b\u3088\u308b\u306e\u3067\u3059\u304c\u3001\u63a8\u8ad6\u30d7\u30ed\u30bb\u30b9\u304c\u5909\u308f\u3063\u3066\u3082\uff08Filler Tokens\u3067\u3055\u3048\u3082\uff01\uff09\u6700\u7d42\u56de\u7b54\u304c\u5909\u308f\u3089\u306a\u3044\u30b1\u30fc\u30b9\u304c\u591a\u304f\u898b\u3089\u308c\u305f\u305d\u3046\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u30e2\u30c7\u30eb\u304cCoT\u3092\u751f\u6210\u3059\u308b\u524d\u306e\u6bb5\u968e\u3067\u3059\u3067\u306b\u7d50\u8ad6\u3092\u51fa\u3057\u3066\u304a\u308a\u3001CoT\u306f\u5358\u306a\u308b\u51fa\u529b\u306e\u88c5\u98fe\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u3092\u793a\u5506\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u30b5\u30a4\u30ba\u306e\u5927\u304d\u306a\u30e2\u30c7\u30eb\u307b\u3069\u3053\u306e\u554f\u984c\u304c\u8d77\u304d\u3084\u3059\u3044\u3068\u3044\u3046\u3053\u3068\u3082\u308f\u304b\u308a\u307e\u3057\u305f\u3002\u3053\u3053\u306b\u95a2\u3057\u3066\u306f\u79c1\u81ea\u8eab\u306f\u6df1\u6398\u308a\u3067\u304d\u3066\u3044\u306a\u3044\u306e\u3067\u3059\u304c\u3001Inverse Scaling(\u9006\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0)\u3068\u547c\u3070\u308c\u3001\u76f4\u611f\u306b\u53cd\u3059\u308b\u6319\u52d5\u3067\u306a\u304b\u306a\u304b\u8208\u5473\u6df1\u3044\u3067\u3059\u3002<\/p>\n<h3 class=\"wp-block-heading\"><a target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2508.19827\">Analysing Chain of Thought Dynamics: Active Guidance or Unfaithful Post-hoc Rationalisation?<\/a><\/h3>\n<p>\u3053\u3061\u3089\u306f\u73fe\u6642\u70b9\u3067\u6700\u65b0\u306e\u7814\u7a76\u3060\u3068\u8a8d\u8b58\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u691c\u8a3c\u3068\u3057\u3066\u306f\u30d0\u30a4\u30a2\u30b9\u633f\u5165\u306b\u8fd1\u3044\u3053\u3068\u304c\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u3061\u3089\u306fDeepSeek-R1\u306e\u3088\u3046\u306a\u63a8\u8ad6\u7279\u5316\u30e2\u30c7\u30eb\u3092\u542b\u3081\u305f\u691c\u8a3c\u304c\u884c\u308f\u308c\u3066\u304a\u308a\u3001\u3084\u306f\u308aCoT\u304c\u5fc5\u305a\u3057\u3082\u7b54\u3048\u3092\u5c0e\u304f\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u306a\u3044\u3068\u4e3b\u5f35\u3057\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u5e38\u8b58\u63a8\u8ad6\u304c\u82e6\u624b\u3068\u3044\u308f\u308c\u3066\u304a\u308a\u3001CoT\u304c\u5358\u306a\u308b\u4e8b\u5f8c\u7684\u306a\u8aac\u660e\u306b\u306a\u3063\u3066\u3057\u307e\u3063\u3066\u3044\u308b\u50be\u5411\u304c\u5f37\u3044\u3053\u3068\u304c\u793a\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u307e\u305f\u3001\u304d\u3061\u3093\u3068CoT\u306e\u6700\u7d42\u7684\u306a\u56de\u7b54\u306e\u30ac\u30a4\u30c0\u30f3\u30b9\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u3092Post-hoc Rationalisation\u306b\u5bfe\u5fdc\u3059\u308b\u6982\u5ff5\u3068\u3057\u3066\u3001Active Guidance\u3068\u5b9a\u7fa9\u3057\u3066\u3044\u307e\u3059\u3002\u9762\u767d\u304b\u3063\u305f\u306e\u306fActive Guidance\u3067\u3042\u3063\u3066\u3082\u3001\u89e3\u7b54\u306b\u305f\u3069\u308a\u3064\u304f\u307e\u3067\u306b\u91cd\u8981\u306a\u8981\u7d20\u306e\u8aac\u660e\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b\u30b1\u30fc\u30b9\u3082\u89b3\u6e2c\u3067\u304d\u305f\u3088\u3046\u3067\u3001\u8868\u5c64\u3060\u3051\u3067\u3053\u306e\u73fe\u8c61\u3092\u5206\u6790\u3059\u308b\u306e\u304c\u56f0\u96e3\u3067\u3042\u308b\u3053\u3068\u304c\u611f\u3058\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2016\" height=\"1062\" src=\"https:\/\/www.ai-shift.co.jp\/wp-content\/uploads\/2025\/11\/800e3e7fabaae646faede4cbbf336226.png\" alt=\"\" class=\"wp-image-6416\" srcset=\"https:\/\/www.ai-shift.co.jp\/wp-content\/uploads\/2025\/11\/800e3e7fabaae646faede4cbbf336226.png 2016w, https:\/\/www.ai-shift.co.jp\/wp-content\/uploads\/2025\/11\/800e3e7fabaae646faede4cbbf336226-1536x809.png 1536w\" sizes=\"auto, (max-width: 2016px) 100vw, 2016px\"\/><figcaption class=\"wp-element-caption\">\u5143\u8ad6\u6587 Figure. 1 (1): \u610f\u56f3\u7684\u306b\u9593\u9055\u3063\u305f\u56de\u7b54\u306b\u5c0e\u304f\u30d2\u30f3\u30c8\u3092\u633f\u5165\u3059\u308b\u3002\u3057\u304b\u3057\u30e2\u30c7\u30eb\u306f\u305d\u308c\u306b\u3064\u3044\u3066\u8a00\u53ca\u305b\u305a\u3001\u3080\u3057\u308d\u6b63\u5f53\u5316\u3059\u308b\u3002<\/figcaption><\/figure>\n<\/div>\n<h2 class=\"wp-block-heading\">\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u610f\u8b58\u3059\u3079\u304d\u3053\u3068<\/h2>\n<p>\u3053\u308c\u3089\u306e\u7814\u7a76\u80cc\u666f\u3092\u8e0f\u307e\u3048\u3001LLM\u3092\u30b7\u30b9\u30c6\u30e0\u306b\u7d44\u307f\u8fbc\u3080\u6211\u3005\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u610f\u8b58\u3059\u3079\u304d\u3053\u3068\u30923\u3064\u8003\u3048\u305f\u306e\u3067\u5171\u6709\u3057\u307e\u3059\u3002<\/p>\n<h3 class=\"wp-block-heading\">1. CoT\u3092\u51fa\u529b\u306e\u6839\u62e0\u3068\u3057\u3066\u4f7f\u308f\u306a\u3044<\/h3>\n<p>CoT\u90e8\u5206\u306e\u5185\u5bb9\u3092\u3001\u305d\u306e\u307e\u307e\u4e0d\u5177\u5408\u306e\u539f\u56e0\u7a76\u660e\u306b\u4f7f\u308f\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002\u305d\u308c\u306f\u30e2\u30c7\u30eb\u304c\u5373\u8208\u3067\u4f5c\u3063\u305f\u300c\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u4f5c\u308a\u8a71\u300d\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<h3 class=\"wp-block-heading\">2. \u300c\u601d\u8003\u300d\u3068\u300c\u7d50\u679c\u300d\u3092\u5206\u96e2\u3057\u3066\u8a55\u4fa1\u3059\u308b<\/h3>\n<p>RAG\u306a\u3069\u3067\u3001\u300c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u3053\u306e\u90e8\u5206\u3092\u53c2\u7167\u3057\u307e\u3057\u305f\u300d\u3068\u30e2\u30c7\u30eb\u304c\u8a00\u3063\u305f\u3068\u3057\u3066\u3082\u3001\u5b9f\u969b\u306b\u306f\u5185\u90e8\u306e\u4e8b\u524d\u77e5\u8b58\u3060\u3051\u3067\u7b54\u3048\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u300c\u53c2\u7167\u7b87\u6240\u300d\u3068\u300c\u56de\u7b54\u300d\u306e\u6574\u5408\u6027\u3092\u30c1\u30a7\u30c3\u30af\u3059\u308b\u5225\u306e\u8a55\u4fa1\u30ed\u30b8\u30c3\u30af\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<h3 class=\"wp-block-heading\">3. \u904e\u5ea6\u306a\u524d\u63d0\u3092\u4e0e\u3048\u306a\u3044<\/h3>\n<p>\u300c\u3053\u3063\u3061\u304c\u6b63\u89e3\u3060\u3068\u601d\u3046\u3093\u3060\u3051\u3069&#8230;\u300d\u306e\u3088\u3046\u306b\u56de\u7b54\u3092\u8a98\u5c0e\u3059\u308b\u3088\u3046\u306aPrompt\u3092\u4e0e\u3048\u3066\u3057\u307e\u3046\u3068\u4e0d\u7528\u610f\u306b\u305d\u306e\u8981\u7d20\u304c\u30d6\u30fc\u30b9\u30c8\u3055\u308c\u3001\u672c\u6765\u306f\u89e3\u3051\u305f\u554f\u984c\u304c\u89e3\u3051\u306a\u304f\u306a\u3063\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<h2 class=\"wp-block-heading\">\u304a\u308f\u308a\u306b<\/h2>\n<p>\u524d\u56de\u306e\u8a18\u4e8b\u3067\u306f\u3001LLM\u304c\u4eba\u9593\u306e\u3088\u3046\u306b\u300c\u3072\u3089\u3081\u304f\u300d\u53ef\u80fd\u6027\u306b\u3064\u3044\u3066\u89e6\u308c\u307e\u3057\u305f\u304c\u3001\u4eca\u56de\u306f\u9006\u306b\u4eba\u9593\u306e\u3088\u3046\u306b\u300c\u8a00\u3044\u8a33\u3092\u3059\u308b\u300d\u53ef\u80fd\u6027\u306b\u3064\u3044\u3066\u3001\u7814\u7a76\u4e8b\u4f8b\u3092\u4ea4\u3048\u3066\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>AI\u306e\u51fa\u529b\u3060\u3051\u3067\u306a\u304f\u3001\u305d\u306e\u88cf\u306b\u3042\u308b\u4ed5\u7d44\u307f\u306b\u76ee\u3092\u5411\u3051\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u5805\u7262\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u4f5c\u308c\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u4eca\u5f8c\u3082\u3001\u3053\u3046\u3044\u3063\u305f\u6279\u5224\u7684\u306a\u8996\u70b9\u3082\u542b\u3081\u3066LLM\u306e\u52d5\u5411\u3092\u8ffd\u3063\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u6700\u5f8c\u307e\u3067\u304a\u8aad\u307f\u3044\u305f\u3060\u304d\u3001\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3057\u305f\uff01<\/p>\n<\/p><\/div>\n\n<br \/><a href=\"https:\/\/www.ai-shift.co.jp\/techblog\/6406\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u3053\u3093\u306b\u3061\u306fAI\u30c1\u30fc\u30e0\u306e\u6238\u7530\u3067\u3059 \u4ee5\u524d\u3001\u672cTechBlog\u3067DeepSeek-R1\u306a\u3069\u306e\u63a8\u8ad6\u30e2\u30c7\u30eb\u3067\u898b\u3089\u308c\u308b\u300caha moment\uff08\u30a2\u30cf\u4f53\u9a13\uff09\u300d\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3057\u305f\u203b\u3002\u30e2\u30c7\u30eb\u304c\u601d\u8003\u3057\u3066\u3044\u308b\u304b\u306e\u3088\u3046\u306b\u632f\u308b\u821e\u3046\u69d8\u5b50\u306f\u975e\u5e38\u306b\u8208\u5473 [&hellip;]","protected":false},"author":1,"featured_media":25149,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-25148","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-company-tec"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - 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