{"id":5390,"date":"2025-01-24T11:40:21","date_gmt":"2025-01-24T02:40:21","guid":{"rendered":"https:\/\/rp.kddi-research.jp\/atelier\/?p=5390"},"modified":"2025-01-24T13:06:52","modified_gmt":"2025-01-24T04:06:52","slug":"%e5%a4%a7%e8%a6%8f%e6%a8%a1%e8%a8%80%e8%aa%9e%e3%83%a2%e3%83%87%e3%83%ab%ef%bc%88llm%ef%bc%89%e3%81%ae%e6%80%a5%e6%88%90%e9%95%b7%e3%82%92%e4%bf%83%e3%81%97%e3%81%a6%e3%81%8d%e3%81%9f%e3%82%b9","status":"publish","type":"post","link":"https:\/\/rp.kddi-research.jp\/atelier\/column\/archives\/5390","title":{"rendered":"\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u6025\u6210\u9577\u3092\u4fc3\u3057\u3066\u304d\u305f\u30b9\u30b1\u30fc\u30eb\u5247\u304c\u9650\u754c\u306b\u8fd1\u3065\u304f \u2015\u2015 \u300c2025\u5e74\u3001\u4e16\u754c\u306eAI\u958b\u767a\u306f\u505c\u6ede\u3059\u308b\u300d\u3068\u3044\u3046\u8aac\u306f\u672c\u5f53\u304b\uff1f"},"content":{"rendered":"\n<p id=\"_ftnref1\">\u4e16\u754c\u306eAI\u958b\u767a\u3092\u30ea\u30fc\u30c9\u3059\u308b\u7c73OpenAI\u306f2024\u5e7412\u6708\u3001\u7d042\u9031\u9593\u306b\u6e21\u308b\u65b0\u88fd\u54c1\u767a\u8868\u30a4\u30d9\u30f3\u30c8\u306e\u7de0\u3081\u62ec\u308a\u306b\u63a8\u8ad6\u578b\u306e\u6b21\u4e16\u4ee3\u30e2\u30c7\u30eb\u300co3\u300d\u3092\u767a\u8868\u3057\u305f<a href=\"#_ftn1\" class=\"ek-link\">[1]<\/a>\u3002<\/p>\n\n\n\n<p>\u300co3\u300d\u306f\u6587\u5b57\u901a\u308a\u63a8\u8ad6\u80fd\u529b\uff08\u601d\u8003\u529b\uff09\u306b\u512a\u308c\u3001\u305d\u308c\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u30bd\u30d5\u30c8\u958b\u767a\u3084\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fb\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u6027\u80fd\u8a55\u4fa1\u8a66\u9a13\u3067\u306f\u524d\u30e2\u30c7\u30eb\u306eo1\u3088\u308a\u308244\uff5e47\u30d1\u30fc\u30bb\u30f3\u30c8\u3082\u6210\u7e3e\u304c\u4e0a\u304c\u3063\u305f\uff08\u56f31\uff09\u3002\u307e\u305f\u6570\u5b66\u3084\uff08\u535a\u58eb\u8ab2\u7a0b\u30ec\u30d9\u30eb\u306e\uff09\u79d1\u5b66\u306e\u8a66\u9a13\u3067\u3082\u3001\u6b63\u89e3\u7387\u304c12\uff5e16\u30d1\u30fc\u30bb\u30f3\u30c8\u4e0a\u304c\u3063\u305f\u3068\u3044\u3046\uff08\u56f32\uff09\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" width=\"602\" height=\"292\" src=\"https:\/\/rp.kddi-research.jp\/atelier\/wp-content\/uploads\/2025\/01\/scaling_fig1.png\" alt=\"\u30bd\u30d5\u30c8\u958b\u767a\u3068\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30fb\u30c6\u30b9\u30c8\uff08\u6027\u80fd\u8a55\u4fa1\u8a66\u9a13\uff09\u306e\u7d50\u679c\" class=\"wp-image-5396\" style=\"width:580px\" srcset=\"https:\/\/rp.kddi-research.jp\/atelier\/wp-content\/uploads\/2025\/01\/scaling_fig1.png 602w, https:\/\/rp.kddi-research.jp\/atelier\/wp-content\/uploads\/2025\/01\/scaling_fig1-300x146.png 300w\" sizes=\"(max-width: 602px) 100vw, 602px\" \/><figcaption class=\"wp-element-caption\"><strong>\u56f3\uff11\u3000\u30bd\u30d5\u30c8\u958b\u767a\u3068\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30fb\u30c6\u30b9\u30c8\uff08\u6027\u80fd\u8a55\u4fa1\u8a66\u9a13\uff09\u306e\u7d50\u679c<\/strong><br>\u51fa\u5178\uff1a<a href=\"https:\/\/openai.com\/12-days\/\">https:\/\/openai.com\/12-days\/<\/a><\/figcaption><\/figure><\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" width=\"602\" height=\"292\" src=\"https:\/\/rp.kddi-research.jp\/atelier\/wp-content\/uploads\/2025\/01\/scaling_fig2.png\" alt=\"\u6570\u5b66\u3068\u535a\u58eb\u8ab2\u7a0b\u30ec\u30d9\u30eb\u306e\u79d1\u5b66\u306e\u30c6\u30b9\u30c8\u7d50\u679c\" class=\"wp-image-5397\" style=\"width:580px\" srcset=\"https:\/\/rp.kddi-research.jp\/atelier\/wp-content\/uploads\/2025\/01\/scaling_fig2.png 602w, https:\/\/rp.kddi-research.jp\/atelier\/wp-content\/uploads\/2025\/01\/scaling_fig2-300x146.png 300w\" sizes=\"(max-width: 602px) 100vw, 602px\" \/><figcaption class=\"wp-element-caption\"><strong>\u56f3\uff12\u3000\u6570\u5b66\u3068\u535a\u58eb\u8ab2\u7a0b\u30ec\u30d9\u30eb\u306e\u79d1\u5b66\u306e\u30c6\u30b9\u30c8\u7d50\u679c<\/strong><br>\u51fa\u5178\uff1a<a href=\"https:\/\/openai.com\/12-days\/\">https:\/\/openai.com\/12-days\/<\/a><\/figcaption><\/figure><\/div>\n\n\n<div style=\"height:76px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u822c\u306e\u30e6\u30fc\u30b6\u30fc\u306b\u306f\u30d4\u30f3\u3068\u6765\u306a\u3044<\/h2>\n\n\n\n<p>\u3053\u306e\u300co3\u300d\u3084\u305d\u308c\u3092\u5c0f\u578b\u5316\u3057\u305f\u300co3 mini\u300d\u306f2025\u5e74\u521d\u65ec\u304b\u3089\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u3001\u5b9f\u969b\u306b\u79c1\u9054\u304c\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308b\u3068\u3044\u3046\u3002\u305f\u3060\u3001\u305f\u3068\u3048\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3082\uff08\u7b46\u8005\u3092\u542b\u3080\uff09\u4e00\u822c\u306e\u30e6\u30fc\u30b6\u30fc\u306b\u306f\u3001\u305d\u306e\u3042\u308a\u304c\u305f\u307f\u304c\u3044\u307e\u3072\u3068\u3064\u3088\u304f\u5206\u304b\u3089\u306a\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306f\u4ee5\u524d\u306b\u300co1\u300d\u304c\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u305f\u3068\u304d\u306b\u3082\u611f\u3058\u305f\u3053\u3068\u3060\u304c\u3001\u305d\u306e\u9ad8\u5ea6\u306a\u63a8\u8ad6\u80fd\u529b\u3092\u5b9f\u611f\u3067\u304d\u308b\u30e6\u30fc\u30b6\u30fc\u304c\u4e00\u822c\u4eba\u306e\u4e2d\u306b\u3069\u308c\u307b\u3069\u3044\u308b\u306e\u304b\uff1f\u3000<\/p>\n\n\n\n<p>\u78ba\u304b\u306b\u4e00\u90e8\u3067\u306f\u300c\u6771\u5927\u5165\u8a66\u554f\u984c\u306e\u6570\u5b66\u3092o1\u306b\u89e3\u304b\u305b\u3066\u307f\u305f\u3089\u3001\u534a\u5206\u304f\u3089\u3044\u3067\u6b63\u89e3\u3092\u51fa\u3057\u307e\u3057\u305f\u300d\u306a\u3069\u3068\u3044\u3046\u58f0\u3082\u805e\u304b\u308c\u305f\u304c\u3001\u5927\u534a\u306e\u4eba\u305f\u3061\u306b\u3068\u3063\u3066\u306f\u300c\u305d\u3046\u8a00\u308f\u308c\u3066\u3082\u30d4\u30f3\u3068\u6765\u306a\u3044\u300d\u3068\u3044\u3046\u306e\u304c\u3001\u3080\u3057\u308d\u672c\u97f3\u3067\u306f\u306a\u3044\u304b\u3002\uff08\u524d\u63b2\u306e\uff09o3\u306e\u30c6\u30b9\u30c8\u7d50\u679c\u3082\u305d\u3046\u3060\u304c\u3001\u8981\u3059\u308b\u306b\u300c\u51c4\u3044\u80fd\u529b\u3092\u5099\u3048\u3066\u3044\u308b\u300d\u3068\u8a00\u308f\u308c\u3066\u3082\u3001\u79c1\u9054\u304c\u65e5\u5e38\u751f\u6d3b\u3084\u666e\u6bb5\u306e\u4ed5\u4e8b\u3067\u5b9f\u969b\u306b\u4f7f\u3046\u6a5f\u4f1a\u304c\u3042\u307e\u308a\u306a\u3044\u304b\u3089\u5b9f\u611f\u304c\u6e67\u304b\u306a\u3044\u306e\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u9006\u306b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fb\u30d7\u30ed\u30b0\u30e9\u30de\u30fc\u3084\u6570\u5b66\u8005\u3001\u3042\u308b\u3044\u306f\u5316\u5b66\u8005\u3084\u751f\u7269\u5b66\u8005\u306a\u3069\u4e00\u90e8\u306e\u5c02\u9580\u8077\u306e\u4eba\u305f\u3061\u306f\u73fe\u5728\u306e\u300co1\u300d\u3042\u308b\u3044\u306f\u4eca\u5f8c\u306e\u300co3\u300d\u306a\u3069\u3092\u30d5\u30eb\u306b\u4f7f\u3044\u3053\u306a\u3057\u3066\u3001\u81ea\u3089\u306e\u4ed5\u4e8b\u306b\u5f79\u7acb\u3066\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002\u3057\u304b\u3057\u3001\u3053\u308c\u3089\u306e\u5c02\u9580\u8077\u304c\u4e16\u306e\u4e2d\u306e\u8077\u696d\u5168\u4f53\u306b\u5360\u3081\u308b\u5272\u5408\u306f\u305b\u3044\u305c\u3044\u6570\u30d1\u30fc\u30bb\u30f3\u30c8\u7a0b\u5ea6\u3067\u3042\u308d\u3046\u3002\u305d\u308c\u4ee5\u5916\u306e\u5927\u591a\u6570\u306e\u8077\u7a2e\u3067\u306f\u300co1\u300d\u3084\u300co3\u300d\u306e\u3088\u3046\u306a\u63a8\u8ad6\u578b\u30e2\u30c7\u30eb\u306f\u6b63\u76f4\u30aa\u30fc\u30d0\u30fc\u30b9\u30da\u30c3\u30af\u3001\u3064\u307e\u308a\u300c\u6301\u3066\u4f59\u3057\u6c17\u5473\u300d\u3067\u3042\u308b\u3088\u3046\u306b\u7b46\u8005\u306b\u306f\u601d\u308f\u308c\u308b\u3002<\/p>\n\n\n\n<div style=\"height:76px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u958b\u767a\u304c\u96e3\u822a\u3059\u308b\u6b21\u4e16\u4ee3\u306e\u57fa\u76e4\u30e2\u30c7\u30eb\u300cGPT-5\u300d<\/h2>\n\n\n\n<p>\u305d\u3082\u305d\u3082o1\u3084o3\u306e\u3088\u3046\u306a\u63a8\u8ad6\u578b\u30e2\u30c7\u30eb\u306f\u3001OpenAI\u304c\u6700\u521d\u304b\u3089\u8a08\u753b\u7684\u306b\u958b\u767a\u3057\u305f\u3082\u306e\u3067\u306f\u306a\u304f\u3001\u3080\u3057\u308d\u82e6\u8089\u306e\u7b56\u3068\u3057\u3066\u751f\u307e\u308c\u305f\u7bc0\u3082\u3042\u308b\u3002OpenAI\u306f\u73fe\u5728\u3001\u5f93\u6765\u306e\u57fa\u76e4\u30e2\u30c7\u30eb\u300cGPT-4o\u300d\u306b\u4ee3\u308f\u308b\u6b21\u4e16\u4ee3\u306e\u300cGPT-5\uff08\u958b\u767a\u30b3\u30fc\u30c9\u30cd\u30fc\u30e0\u306fOrion\uff1a\u30aa\u30ea\u30aa\u30f3\uff09\u300d\u3092\u5168\u529b\u3067\u958b\u767a\u4e2d\u3060\u304c\u3001\u7c73\u56fd\u30e1\u30c7\u30a3\u30a2\u306e\u5831\u9053\u306b\u3088\u308c\u3070\u3001\u305d\u306e\u958b\u767a\u4f5c\u696d\u306f\u96e3\u822a\u3057\u3066\u3044\u308b\u3068\u3044\u3046\u3002<\/p>\n\n\n\n<p>\u5f53\u521d\u306e\u8a08\u753b\u3067\u306f\u3001GPT-5\u306f2024\u5e74\u306b\u5b8c\u6210\u3057\u3066\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u308b\u306f\u305a\u3060\u3063\u305f\u304c\u3001\u305d\u308c\u304c2025\u5e74\u4ee5\u964d\u306b\u305a\u308c\u3053\u3093\u3060\u3068\u3044\u3046\u8aac\u3082\u805e\u304b\u308c\u308b\u3002o1\u3084o3\u306a\u3069\u306f\u3001\u305d\u3053\u306b\u81f3\u308b\u307e\u3067\u5f53\u5ea7\u3092\u3057\u306e\u3050\u30d4\u30f3\u30c1\u30d2\u30c3\u30bf\u30fc\u306e\u3088\u3046\u306b\u3082\u898b\u3048\u308b\u3002 <\/p>\n\n\n\n<p>\u3053\u3053\u307e\u3067\u306e\u7d4c\u7def\u3092\u632f\u308a\u8fd4\u308b\u3068\u3001\u307e\u305aChatGPT\u304c\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u305f2022\u5e7411\u6708\u5f53\u6642\u3001\u305d\u306e\u30d9\u30fc\u30b9\u3068\u306a\u308b\u57fa\u76e4\u30e2\u30c7\u30eb\uff08Foudation Model\uff09\u306fGPT-3.5\u3060\u3063\u305f\u3002ChatGPT\u304c\u4e16\u754c\u7684\u306a\u30d6\u30fc\u30e0\u3092\u5dfb\u304d\u8d77\u3053\u3059\u306e\u306f2023\u5e74\u306b\u5165\u3063\u3066\u304b\u3089\u3060\u304c\u3001\u305d\u306e\u5e74\u306e3\u6708\u306bOpenAI\u306f\u305d\u306e\u6570\u5e74\u524d\u304b\u3089\u958b\u767a\u3092\u9032\u3081\u3066\u304d\u305fGPT-4\u3092\u5b8c\u6210\u30fb\u30ea\u30ea\u30fc\u30b9\u3057\u3066\u3001\u3053\u308c\u3092GPT3.5\u306b\u4ee3\u308f\u308b\uff08\u306a\u3044\u3057\u306f\u305d\u308c\u3068\u4e26\u3093\u3067\u63d0\u4f9b\u3055\u308c\u308b\uff09\u65b0\u305f\u306a\u57fa\u76e4\u30e2\u30c7\u30eb\u3068\u3057\u3066ChatGPT\u306b\u7d44\u307f\u8fbc\u3093\u3060\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3068\u307b\u307c\u540c\u6642\u306b\u3001\u540c\u793e\u306f\u65e9\u304f\u3082GPT-4\uff08\u306a\u3044\u3057\u306f\u305d\u306e\u6539\u826f\u7248GPT-4o\uff09\u306b\u4ee3\u308f\u308b\u6b21\u4e16\u4ee3\u30e2\u30c7\u30ebGPT-5\uff08\u30aa\u30ea\u30aa\u30f3\uff09\u306e\u958b\u767a\u306b\u7740\u624b\u3057\u3066\u3044\u305f\u3002\u524d\u8ff0\u306e\u3088\u3046\u306b\u3001\u305d\u308c\u306f\u672c\u67652024\u5e74\u306b\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u308b\u4e88\u5b9a\u3060\u3063\u305f\u304c\u3001\u5b9f\u969b\u306b\u306f\u5b8c\u6210\u304c\u5ef6\u671f\u306b\u5ef6\u671f\u3092\u91cd\u306d\u3001\u7d50\u5c402025\u5e74\u4ee5\u964d\u306b\u305a\u308c\u3053\u3093\u3067\u3057\u307e\u3063\u305f\u3002<\/p>\n\n\n\n<div style=\"height:76px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u5f93\u6765\u306eAI\u958b\u767a\u3092\u652f\u914d\u3057\u3066\u304d\u305f\u7d4c\u9a13\u5247\u304c\u9650\u754c\u306b<\/h2>\n\n\n\n<p>\u4f55\u6545\u3001\u3053\u308c\u307b\u3069\u958b\u767a\u304c\u96e3\u822a\u3057\u3066\u3044\u308b\u306e\u304b\uff1f<\/p>\n\n\n\n<p>\u305d\u306e\u4e3b\u306a\u7406\u7531\u306f\u3001\u3053\u308c\u307e\u3067GPT\u30b7\u30ea\u30fc\u30ba\u306e\u3088\u3046\u306a\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08Large Language Model: LLM\uff09\u306e\u958b\u767a\u3092\u652f\u914d\u3057\u3066\u304d\u305f\u300c\u30b9\u30b1\u30fc\u30eb\u5247\uff08Scaling law\uff09\u300d\u304c\u305d\u308d\u305d\u308d\u9650\u754c\u306b\u8fd1\u4ed8\u3044\u3066\u3044\u308b\u304b\u3089\u3060\u3068\u898b\u3089\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>\u30b9\u30b1\u30fc\u30eb\u5247\u3068\u306f\u5143\u3005\u3001\u7c73\u30b8\u30e7\u30f3\u30ba\u30fb\u30db\u30d7\u30ad\u30f3\u30ba\u5927\u5b66\u306e\u7406\u8ad6\u7269\u7406\u5b66\u6559\u6388\u3067OpenAI\u306e\u7814\u7a76\u8005\u3067\u3082\u3042\u3063\u305fJared Kaplan\uff08\u73fe\u5728\u306f\u7c73\u30a2\u30f3\u30bd\u30ed\u30d4\u30c3\u30af\u306b\u6240\u5c5e\uff09\u304c\u63d0\u5531\u3057\u305f\u4e00\u7a2e\u306e\u7d4c\u9a13\u5247\u3067\u3042\u308b\u3002\u305d\u308c\u306b\u3088\u308c\u3070\u300cLLM\u306f\u305d\u306e\u898f\u6a21\uff08\u3064\u307e\u308aLLM\u3092\u69cb\u6210\u3059\u308b\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u306e\u6570\uff09\u3092\u5927\u304d\u304f\u3059\u308c\u3070\u3059\u308b\u307b\u3069\u3001\u307e\u305f\u305d\u308c\u304c\u6a5f\u68b0\u5b66\u7fd2\u3059\u308b\u30c6\u30ad\u30b9\u30c8\u30fb\u30c7\u30fc\u30bf\u306a\u3069\u306e\u91cf\u3092\u5897\u3084\u305b\u3070\u5897\u3084\u3059\u307b\u3069\u3001\u305d\u306e\u6027\u80fd\u306f\u6307\u6570\u95a2\u6570\u7684\uff08\u3064\u307e\u308a\u5929\u4e95\u77e5\u3089\u305a\uff09\u306b\u4e0a\u6607\u3059\u308b\u300d\u3068\u3044\u3046\u3002<\/p>\n\n\n\n<p>\u4e2d\u3067\u3082\u6a5f\u68b0\u5b66\u7fd2\u3001\u3064\u307e\u308aLLM\u306e\u3088\u3046\u306a\u5927\u898f\u6a21AI\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u4f7f\u308f\u308c\u308b\u30c7\u30fc\u30bf\u91cf\u306fAI\u306e\u6027\u80fd\u3092\u5de6\u53f3\u3059\u308b\u6700\u3082\u91cd\u8981\u306a\u8981\u7d20\u3068\u898b\u3089\u308c\u3066\u3044\u305f\u3002<\/p>\n\n\n\n<p>2018\u5e74\u306e\u300cGPT\uff08Generative Pre-trained Transformer\uff09-1\u300d\u306b\u59cb\u307e\u308bGPT\u30b7\u30ea\u30fc\u30ba\u306e\u958b\u767a\u306b\u969b\u3057\u3066\u3001OpenAI\u306f\u30a6\u30a7\u30d6\uff08\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\uff09\u4e0a\u304b\u3089\u624b\u5f53\u305f\u308a\u6b21\u7b2c\u306b\uff08\u30c7\u30b8\u30bf\u30eb\u5316\u3055\u308c\u305f\uff09\u300c\u66f8\u7c4d\u300d\u300c\u65b0\u805e\u8a18\u4e8b\u300d\u300c\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fb\u30d7\u30ed\u30b0\u30e9\u30e0\u300d\u300c\uff08\u6570\u5b66\u3084\u81ea\u7136\u79d1\u5b66\u306a\u3069\u3092\u4e2d\u5fc3\u3068\u3059\u308b\uff09\u5b66\u8853\u8ad6\u6587\u300d\u306a\u3069\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u3066\u304d\u3066\u3001\u3053\u308c\u3092AI\u306b\u98df\u308f\u305b\u3066\u6d88\u5316\uff08\u6a5f\u68b0\u5b66\u7fd2\uff09\u3055\u305b\u305f\u3002\u3053\u308c\u306b\u3088\u3063\u3066\u3001LLM\u306e\u3088\u3046\u306a\u73fe\u4ee3AI\u306f\u4eba\u77e5\u304c\u53ca\u3070\u306c\u81a8\u5927\u306a\u77e5\u8b58\u3068\u540c\u6642\u306b\u3001\u6d41\u66a2\u306a\u8a00\u8a9e\u80fd\u529b\u3082\u7372\u5f97\u3067\u304d\u305f\u306e\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057GPT-4\u306e\u958b\u767a\u3092\u7d42\u3048\u308b\u9803\u306b\u306f\u3001OpenAI\u306f\u30a6\u30a7\u30d6\u4e0a\u3067\u96c6\u3081\u3089\u308c\u308b\u9650\u308a\u306e\u30c7\u30fc\u30bf\u306f\u307b\u307c\u96c6\u3081\u3066\u4f7f\u3044\u5c3d\u304f\u3057\u3066\u3057\u307e\u3063\u305f\u3002\u3064\u307e\u308a\u30aa\u30ea\u30aa\u30f3\uff08GPT-5\uff09\u306e\u3088\u3046\u306a\u6b21\u4e16\u4ee3LLM\u306e\u958b\u767a\u306b\u5fc5\u8981\u306a\u6a5f\u68b0\u5b66\u7fd2\u7528\u30c7\u30fc\u30bf\u304c\u307b\u3068\u3093\u3069\u67af\u6e07\u3057\u3066\u3057\u307e\u3063\u305f\u306e\u3067\u3042\u308b\u3002\u3053\u308c\u306fOpenAI\u306b\u9650\u3089\u305a\u3001\u540c\u793e\u3068\u7af6\u5408\u3059\u308b\u30b0\u30fc\u30b0\u30eb\u3084\u30e1\u30bf\u306e\u3088\u3046\u306a\u30d3\u30c3\u30b0\u30c6\u30c3\u30af\u3001\u3042\u308b\u3044\u306f\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u306e\u30a2\u30f3\u30bd\u30ed\u30d4\u30c3\u30af\u306a\u3069\u5404\u3005\u72ec\u81ea\u306eLLM\u3092\u958b\u767a\u3059\u308bAI\u4f01\u696d\u306b\u5171\u901a\u3059\u308b\u60a9\u307f\u3067\u3042\u308b\u3002 <\/p>\n\n\n\n<p>\u3082\u3063\u3068\u3082\u3001\u3053\u308c\u306f\u53b3\u5bc6\u306b\u306f\u300c\u30b9\u30b1\u30fc\u30eb\u5247\u300d\u304c\u9650\u754c\u306b\u9054\u3057\u305f\u3068\u8a00\u3046\u3088\u308a\u3001\u305d\u308c\u306b\u5fc5\u8981\u306a\u5b66\u7fd2\u7528\u30c7\u30fc\u30bf\u304c\u8db3\u308a\u306a\u304f\u306a\u3063\u3066\u304d\u305f\u3001\u3068\u8a00\u3046\u3079\u304d\u304b\u3082\u3057\u308c\u306a\u3044\u3002\u304c\u3001\u3044\u305a\u308c\u306b\u305b\u3088\u6b21\u4e16\u4ee3\u306e\u57fa\u76e4\u30e2\u30c7\u30ebGPT-5\u3092\u3088\u308a\u9ad8\u6027\u80fd\u3067\u8ce2\u304f\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u5f93\u6765\u306e\u3088\u3046\u306b\u300cLLM\u306e\u898f\u6a21\u3092\u5927\u304d\u304f\u3057\u3066\u3001\u3088\u308a\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30a6\u30a7\u30d6\u304b\u3089\u6414\u304d\u96c6\u3081\u3066\u6a5f\u68b0\u5b66\u7fd2\u3055\u305b\u308c\u3070\u3044\u3044\u300d\u3068\u3044\u3046\u5358\u7d14\u306a\u3084\u308a\u65b9\u304c\u901a\u7528\u3057\u306a\u304f\u306a\u3063\u305f\u306e\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<div style=\"height:76px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 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data\uff09\u300d\u3068\u547c\u3070\u308c\u308b\u3082\u306e\u3067\u3001\u6709\u308a\u4f53\u306b\u8a00\u3048\u3070\u300c\uff08\u4eba\u9593\u3067\u306f\u306a\u304f\uff09AI\u304c\u4f5c\u308a\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u300d\u306e\u3053\u3068\u3067\u3042\u308b\u3002\u3064\u307e\u308aGPT-5\u306e\u3088\u3046\u306aAI\u306e\u6a5f\u68b0\u5b66\u7fd2\u7528\u30c7\u30fc\u30bf\u3068\u3057\u3066\u3001\u4ed6\u306eAI\u304c\u51fa\u529b\u3057\u305f\u30c7\u30fc\u30bf\uff08\u6587\u7ae0\u3084\u30d7\u30ed\u30b0\u30e9\u30e0\u3001\u6570\u5f0f\u7b49\u3005\uff09\u3092\u6d3b\u7528\u3059\u308b\u3068\u3044\u3046\u30a2\u30a4\u30c7\u30a3\u30a2\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0a\u304c\u300c\u6a5f\u68b0\u5b66\u7fd2\u7528\u306b\u8db3\u308a\u306a\u304f\u306a\u3063\u305f\u30c7\u30fc\u30bf\u3092\u4f55\u3089\u304b\u306e\u65b9\u6cd5\u3067\u88dc\u3046\u300d\u3068\u3044\u3046\u3084\u308a\u65b9\u3060\u304c\u3001\u3082\u3046\u4e00\u3064\u306e\u67f1\u3068\u306a\u308b\u5bfe\u7b56\u306f\u300c\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u5225\u306e\u65b9\u6cd5\u3067AI\u3092\u8ce2\u304f\u3059\u308b\u300d\u3068\u3044\u3046\u65b9\u6cd5\u3067\u3042\u308b\u3002GPT-5\u306e\u3088\u3046\u306aLLM\u306e\u80fd\u529b\u306f\u3001\u4e3b\u306b\u300c\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u300d\u3068\u300c\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u5f8c\uff08post 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style=\"height:76px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u300cAI\u958b\u767a\u306f\u4eca\u5f8c\u505c\u6ede\u3059\u308b\u300d\u3068\u306e\u898b\u65b9\u306f\u59a5\u5f53\u304b\uff1f<\/h2>\n\n\n\n<p>2025\u5e74\u4ee5\u964d\u3001OpenAI\u306fGPT-5\u3084\u305d\u306e\u5f8c\u7d99\u30e2\u30c7\u30eb\u3092\u6b21\u3005\u3068\u30ea\u30ea\u30fc\u30b9\u3057\u3066\u3044\u304f\u3068\u898b\u3089\u308c\u308b\u3002\u304c\u3001\u305d\u306e\u4e00\u65b9\u3067\u540c\u793e\u3092\u3068\u308a\u307e\u304f\u7523\u696d\u754c\u3084\u5927\u5b66\u306e\u7814\u7a76\u8005\u3089\u306e\u4e2d\u306b\u306f\u3001\u300c\u30b9\u30b1\u30fc\u30eb\u5247\u304c\u9650\u754c\u306b\u9054\u3057\u305f\u4eca\u3001LLM\u3092\u4e2d\u5fc3\u3068\u3059\u308bAI\u958b\u767a\u306f\u4eca\u5f8c\u3057\u3070\u3089\u304f\u505c\u6ede\u3059\u308b\u300d\u3068\u898b\u308b\u4eba\u3082\u5c11\u306a\u304f\u306a\u3044\u3002\u300c\u65e2\u306bGPT-5\u3092\u958b\u767a\u3059\u308b\u6bb5\u968e\u3067\u82e6\u6226\u3057\u3066\u3044\u308bOpenAI\u304c\u305d\u306e\u8a3c\u62e0\u3060\u300d\u3068\u3044\u3046\u306e\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u5bfe\u3057OpenAI\u306e\u30b5\u30e0\u30fb\u30a2\u30eb\u30c8\u30de\u30f3CEO\u3084Nvidia\u306e\u30b8\u30a7\u30a4\u30b9\u30f3\u30fb\u30d5\u30a2\u30f3CEO\u306a\u3069\u4e3b\u529b\u4f01\u696d\u306e\u7d4c\u55b6\u8005\u3089\u306f\u300c\u30b9\u30b1\u30fc\u30eb\u5247\u306f\u672a\u3060\u9650\u754c\u306b\u9054\u3057\u3066\u304a\u3089\u305a\u3001LLM\u306e\u6027\u80fd\u304c\u5411\u4e0a\u3059\u308b\u4f59\u5730\u306f\u6b8b\u3055\u308c\u3066\u3044\u308b\u3002\u307e\u305f\u4eee\u306b\u4eca\u5f8c\u3001\u9650\u754c\u306b\u9054\u3057\u305f\u3068\u3057\u3066\u3082\u3001\u305d\u308c\u306b\u4ee3\u308f\u308b\u5168\u304f\u65b0\u3057\u3044\u65b9\u6cd5\u3084\u6280\u8853\u304c\u3059\u3050\u306b\u73fe\u308c\u3001\u3053\u308c\u307e\u3067\u306e\u6307\u6570\u95a2\u6570\u7684\u306aAI\u306e\u6210\u9577\u306f\u4eca\u5f8c\u3082\u7d9a\u304f\u300d\u3068\u5f37\u6c17\u306a\u59ff\u52e2\u3092\u5d29\u3057\u3066\u3044\u306a\u3044\u3002<\/p>\n\n\n\n<p>\u5b9f\u306f\u4eca\u304b\u3089\u6570\u5e74\u524d\u306b\u3082\u540c\u69d8\u306e\u8b70\u8ad6\u304c\u306a\u3055\u308c\u305f\u3053\u3068\u304c\u3042\u3063\u305f\u30022012\u5e74\u9803\u306b\u59cb\u307e\u3063\u305f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30fb\u30d6\u30fc\u30e0\u3067\u306f\u3001\u753b\u50cf\u3084\u97f3\u58f0\u306a\u3069\u306e\u30d1\u30bf\u30fc\u30f3\u8a8d\u8b58\u3067\u98db\u8e8d\u7684\u306a\u6027\u80fd\u306e\u5411\u4e0a\u304c\u898b\u3089\u308c\u305f\u304c\u30012018\u5e74\u9803\u306b\u306f\u305d\u308c\u304c\u9ad8\u539f\u72b6\u614b\uff08plateau\uff09\u306b\u9054\u3057\u3001\u3053\u306e\u3068\u304d\u306b\u3082\u300cAI\u958b\u767a\u306f\u4eca\u5f8c\u3057\u3070\u3089\u304f\u505c\u6ede\u3059\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u300d\u3068\u3044\u3046\u58f0\u304c\u4e00\u90e8\u5c02\u9580\u5bb6\u306e\u9593\u3067\u805e\u304b\u308c\u305f\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u5f53\u6642\u3001\u6c34\u9762\u4e0b\u3067\u306fOpenAI\u3084\u30b0\u30fc\u30b0\u30eb\u306a\u3069\u304c\uff08\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u6280\u8853\u3092\u30d9\u30fc\u30b9\u306b\uff09\u5f93\u6765\u3068\u306f\u5168\u304f\u7570\u306a\u308bLLM\u3068\u3044\u3046\u65b0\u3057\u3044\u6280\u8853\u306e\u958b\u767a\u3092\u9032\u3081\u3066\u3044\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u300c\u753b\u50cf\u3084\u97f3\u58f0\u306a\u3069\u306e\u30d1\u30bf\u30fc\u30f3\u8a8d\u8b58\u300d\u304b\u3089\u300c\u4eba\u9593\u306e\u8a00\u8449\u3092\u7406\u89e3\u3059\u308b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u300d\u3078\u3068AI\u958b\u767a\u306e\u4e2d\u5fc3\u304c\u79fb\u884c\u3059\u308b\u3053\u3068\u306b\u306a\u3063\u305f\u3002\u3053\u308c\u304c2022\u5e7411\u6708\u306b\u300cChatGPT\u300d\u3068\u3057\u3066\u7d50\u5b9f\u3057\u3001\u73fe\u5728\u306e\u4e16\u754c\u7684\u306aAI\u30d6\u30fc\u30e0\u3092\u5dfb\u304d\u8d77\u3053\u3057\u305f\u306e\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u3053\u3046\u3057\u305f\u8fd1\u5e74\u306e\u6b74\u53f2\u3092\u632f\u308a\u8fd4\u308b\u3068\u3001\u4eee\u306b\u300c\u30b9\u30b1\u30fc\u30eb\u5247\u304c\u9650\u754c\u306b\u9054\u3057\u305f\u300d\u3068\u3044\u3046\u898b\u65b9\u304c\u3042\u308b\u7a0b\u5ea6\u306f\u7684\u3092\u5c04\u3066\u3044\u305f\u3068\u3057\u3066\u3082\u3001\u6c34\u9762\u4e0b\u3067\u306f\u6050\u3089\u304f\u305d\u308c\u306b\u4ee3\u308f\u308b\u65b0\u305f\u306a\u65b9\u5f0f\u3084\u6280\u8853\u304c\u7740\u3005\u3068\u958b\u767a\u3055\u308c\u3066\u3044\u308b\u306f\u305a\u3060\u3002\u73fe\u5728\u306eAI\u30d6\u30fc\u30e0\u306f\u82e5\u5e72\u306e\u6d6e\u304d\u6c88\u307f\u306f\u3042\u308b\u306b\u305b\u3088\u3001\u57fa\u672c\u7684\u306b\u306f\u4eca\u5f8c\u3068\u3082\u6025\u6210\u9577\u3092\u7dad\u6301\u3059\u308b\u3068\u898b\u308b\u306e\u304c\u59a5\u5f53\u3060\u308d\u3046\u3002<\/p>\n\n\n\n<div style=\"height:76px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-align-right\">KDDI\u7dcf\u5408\u7814\u7a76\u6240\u30ea\u30b5\u30fc\u30c1\u30d5\u30a7\u30ed\u30fc\u3000<a href=\"https:\/\/rp.kddi-research.jp\/atelier\/column\/authors#kobayashi\" class=\"ek-link\">\u5c0f\u6797 \u96c5\u4e00<\/a><\/p>\n\n\n\n<div style=\"height:76px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><img decoding=\"async\" draggable=\"false\" role=\"img\" class=\"emoji\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/svg\/25fc.svg\" alt=\"\u25fc\ufe0f\">\u811a\u6ce8<\/p>\n\n\n\n<p id=\"_ftn1\"><a href=\"#_ftnref1\" class=\"ek-link\">[1]<\/a> \u73fe\u5728\u3001ChatGPT\u304b\u3089\u4f7f\u3048\u308b\u63a8\u8ad6\u578b\u30e2\u30c7\u30eb\u306f\u300co1\u300d\u306a\u306e\u3067\u3001\u305d\u308c\u306b\u4ee3\u308f\u308b\u6b21\u4e16\u4ee3\u30e2\u30c7\u30eb\u306e\u30cd\u30fc\u30df\u30f3\u30b0\u3068\u3057\u3066\u306f\u5947\u5999\u306a\u611f\u3082\u3042\u308b\u3002\u3053\u306e\u7406\u7531\u3060\u304c\u3001OpenAI\u306e\u767a\u8868\u306b\u3088\u308c\u3070\u3001\u305f\u307e\u305f\u307e\u4ed6\u793e\u306e\u30d6\u30e9\u30f3\u30c9\u540d\u306b\u300co2\u300d\u3068\u3044\u3046\u540d\u79f0\u304c\u3042\u308b\u306e\u3067\u3001\u305d\u308c\u3068\u306e\u6df7\u540c\u3092\u907f\u3051\u308b\u305f\u3081\u300co2\u300d\u3092\u98db\u3070\u3057\u3066\u3001\u3044\u304d\u306a\u308a\u300co3\u300d\u306b\u3057\u305f\u3068\u3044\u3046\u3002<\/p>\n\n\n\n<div style=\"height:76px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><img decoding=\"async\" draggable=\"false\" role=\"img\" class=\"emoji\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/svg\/25fc.svg\" alt=\"\u25fc\ufe0f\">\u95a2\u9023\u30b3\u30e9\u30e0<\/p>\n\n\n\n<p>\u7b2c13\u56de \u30b0\u30fc\u30b0\u30eb\u306e\u300cAI Overview\uff08AI\u306b\u3088\u308b\u6982\u8981\uff09\u300d\u304c\u65e5\u672c\u3067\u3082\u5229\u7528\u53ef\u80fd\u306b\uff082024-09-05\uff09<br><a href=\"https:\/\/rp.kddi-research.jp\/atelier\/column\/archives\/5293\" class=\"ek-link\">https:\/\/rp.kddi-research.jp\/atelier\/column\/archives\/5293<\/a><\/p>\n\n\n\n<p>\u7b2c12\u56de \u751f\u6210AI\u3092\u958b\u767a\u3059\u308bIT\u4f01\u696d\u3068\u30e1\u30c7\u30a3\u30a2\u306e\u8907\u96d1\u306a\u95a2\u4fc2\uff082024-06-13\uff09<br><a href=\"https:\/\/rp.kddi-research.jp\/atelier\/column\/archives\/5187\" class=\"ek-link\">https:\/\/rp.kddi-research.jp\/atelier\/column\/archives\/5187<\/a><\/p>\n\n\n\n<p>\u7b2c\uff18\u56de \u5bfe\u8a71\u578bAI\u304c\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3084\u30d1\u30bd\u30b3\u30f3\u306e\u57fa\u672c\u7684UI\u306b\u306a\u308b\u6642\u4ee3\u304c\u5230\u6765\uff082023-10-04\uff09<br><a href=\"https:\/\/rp.kddi-research.jp\/atelier\/column\/archives\/4845\" class=\"ek-link\">https:\/\/rp.kddi-research.jp\/atelier\/column\/archives\/4845<\/a><\/p>\n\n\n\n<p>\u7b2c\uff15\u56de \u30b0\u30fc\u30b0\u30eb\u3084Bing\u306a\u3069\u306e\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306f\u5bfe\u8a71\u578bAI\u306e\u5c0e\u5165\u3067\u3069\u3046\u751f\u307e\u308c\u5909\u308f\u308b\u304b\uff082023-05-22\uff09<br><a href=\"https:\/\/rp.kddi-research.jp\/atelier\/column\/archives\/4368\" class=\"ek-link\">https:\/\/rp.kddi-research.jp\/atelier\/column\/archives\/4368<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>GPT-5\u306f2024\u5e74\u306b\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u308b\u306f\u305a\u3060\u3063\u305f\u304c\u3001\u305d\u308c\u304c2025\u5e74\u4ee5\u964d\u306b\u305a\u308c\u3053\u3093\u3060\u3068\u3044\u3046\u8aac\u3082\u805e\u304b\u308c\u308b\u3002\u305d\u306e\u4e3b\u306a\u7406\u7531\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08Large Language Model: LLM\uff09\u306e\u958b\u767a\u3092\u652f\u914d\u3057\u3066\u304d\u305f\u300c\u30b9\u30b1\u30fc\u30eb\u5247\uff08Scaling 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