{"id":5111,"date":"2026-03-02T18:43:13","date_gmt":"2026-03-02T09:43:13","guid":{"rendered":"https:\/\/japan-ai.geniee.co.jp\/media\/?p=5111"},"modified":"2026-03-02T18:56:04","modified_gmt":"2026-03-02T09:56:04","slug":"llm%ef%bc%88%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%89%e3%81%a8%e3%81%af%ef%bc%9f%e7%94%9f%e6%88%90ai%e3%82%84chatgpt%e3%81%a8%e3%81%ae%e9%81%95%e3%81%84","status":"publish","type":"post","link":"https:\/\/dev-japan-ai.geniee.co.jp\/media\/basic\/5111\/","title":{"rendered":"LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u3068\u306f\uff1f\u751f\u6210AI\u3084ChatGPT\u3068\u306e\u9055\u3044\u3001\u4ed5\u7d44\u307f\u30fb\u6d3b\u7528\u4f8b\u307e\u3067"},"content":{"rendered":"<p><mark>LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09<\/mark>\u306f\u3001ChatGPT\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306e\u4e2d\u6838\u3092\u652f\u3048\u308b\u6280\u8853\u3067\u3042\u308a\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u73fe\u5834\u3067\u3082\u6025\u901f\u306b\u6d3b\u7528\u304c\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u300cLLM\u3068\u306f\u4f55\u304b\u300d\u300c\u3069\u3093\u306a\u4ed5\u7d44\u307f\u3067\u52d5\u3044\u3066\u3044\u308b\u306e\u304b\u300d\u300c\u81ea\u793e\u306e\u696d\u52d9\u306b\u3069\u3046\u6d3b\u304b\u305b\u308b\u306e\u304b\u300d\u3092\u6b63\u78ba\u306b\u7406\u89e3\u3057\u3066\u3044\u308b\u65b9\u306f\u307e\u3060\u591a\u304f\u306a\u3044\u306e\u304c\u5b9f\u60c5\u3067\u3059\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001LLM\u306e\u57fa\u672c\u7684\u306a\u5b9a\u7fa9\u304b\u3089\u3001\u751f\u6210AI\u30fbChatGPT\u3068\u306e\u9055\u3044\u3001\u4ed5\u7d44\u307f\u30fb\u7a2e\u985e\u30fb\u6d3b\u7528\u4e8b\u4f8b\u30fb\u8ab2\u984c\u3068\u5bfe\u7b56\u307e\u3067\u3001\u30d3\u30b8\u30cd\u30b9\u62c5\u5f53\u8005\u306b\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u4f53\u7cfb\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002LLM\u5c0e\u5165\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u65b9\u304b\u3089\u3001\u57fa\u790e\u304b\u3089\u5b66\u3073\u76f4\u3057\u305f\u3044\u65b9\u307e\u3067\u3001\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"toc\">    <div id=\"toc_container\" class=\"toc_container toc-container sgb-toc--bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <span class=\"toc_toggle js-toc-toggle\" data-open-toggle=\"\u8868\u793a\" data-close-toggle=\"\u975e\u8868\u793a\">\u975e\u8868\u793a<\/span><\/p>\n      <ul class=\"toc_list js-toc-list\">  <li class=\"first\">    <a href=\"#i-0\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u3068\u306f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-1\">\u305d\u3082\u305d\u3082\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068\u306f<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-2\">\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u306f<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-4\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u3068\u751f\u6210AI\u30fbChatGPT\u3068\u306e\u9055\u3044<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-5\">\u751f\u6210AI\u3068\u306e\u9055\u3044<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-6\">ChatGPT\u3068\u306e\u9055\u3044<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-7\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306e\u4ed5\u7d44\u307f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-8\">\u2460\u30c8\u30fc\u30af\u30f3\u5316<\/a>      <\/li>      <li>        <a href=\"#i-9\">\u2461\u30d9\u30af\u30c8\u30eb\u5316<\/a>      <\/li>      <li>        <a href=\"#i-10\">\u2462\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u3088\u308b\u5b66\u7fd2<\/a>      <\/li>      <li>        <a href=\"#i-11\">\u2463\u6587\u8108\u7406\u89e3<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-12\">\u2464\u30c7\u30b3\u30fc\u30c9\uff08\u30c6\u30ad\u30b9\u30c8\u51fa\u529b\uff09<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-13\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306e\u7a2e\u985e\u3068\u4ee3\u8868\u7684\u306a\u30e2\u30c7\u30eb<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-14\">\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u578bLLM<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-15\">\u72ec\u81ea\u958b\u767a\u578bLLM\uff08\u30af\u30ed\u30fc\u30ba\u30c9\u30e2\u30c7\u30eb\uff09<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-16\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306e\u6d3b\u7528\u4e8b\u4f8b\u30fb\u30d3\u30b8\u30cd\u30b9\u7528\u9014<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-17\">\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u30fb\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/a>      <\/li>      <li>        <a href=\"#i-18\">\u6587\u7ae0\u4f5c\u6210\u30fb\u8981\u7d04\u30fb\u6821\u6b63<\/a>      <\/li>      <li>        <a href=\"#i-19\">\u7ffb\u8a33\u30fb\u591a\u8a00\u8a9e\u5bfe\u5fdc<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-20\">\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u652f\u63f4\u30fb\u30b3\u30fc\u30c9\u751f\u6210<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-22\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306e\u6b74\u53f2<\/a>  <\/li>  <li>    <a href=\"#i-23\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306e\u8ab2\u984c\u3068\u5bfe\u7b56<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-24\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08\u8aa4\u60c5\u5831\u751f\u6210\uff09\u3068\u305d\u306e\u5bfe\u7b56<\/a>      <\/li>      <li>        <a href=\"#i-25\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-26\">\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u504f\u308a\u30fb\u502b\u7406\u7684\u554f\u984c<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-27\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306b\u95a2\u3057\u3066\u3088\u304f\u3042\u308b\u8cea\u554f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-28\">Q. LLM\u3068ChatGPT\u306f\u540c\u3058\u3082\u306e\u3067\u3059\u304b\uff1f<\/a>      <\/li>      <li>        <a href=\"#i-29\">Q. LLM\u3092\u30d3\u30b8\u30cd\u30b9\u306b\u5c0e\u5165\u3059\u308b\u969b\u306e\u6ce8\u610f\u70b9\u306f\uff1f<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-30\">Q. \u7121\u6599\u3067\u4f7f\u3048\u308bLLM\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-31\">\u6700\u65b0LLM\u3092\u5229\u7528\u3059\u308b\u306a\u3089\u3001\u300cJAPAN AI AGENT\u300d<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><h2 id=\"i-0\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u3068\u306f<\/h2>\n<p><mark>LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09<\/mark>\u3068\u306f\u3001\u81a8\u5927\u306a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3057\u3001\u4eba\u9593\u304c\u4f7f\u3046\u8a00\u8449\u3092\u7406\u89e3\u30fb\u751f\u6210\u3059\u308b\u3053\u3068\u306b\u7279\u5316\u3057\u305f\u4eba\u5de5\u77e5\u80fd\u6280\u8853\u306e\u4e00\u7a2e\u3067\u3059\u3002\u6b63\u5f0f\u540d\u79f0\u306f\u300cLarge Language Models\u300d\u306e\u982d\u6587\u5b57\u3092\u3068\u3063\u305f\u3082\u306e\u3067\u3001<mark>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb<\/mark>\u3068\u3082\u547c\u3070\u308c\u307e\u3059\u3002\u5f93\u6765\u306e\u8a00\u8a9e\u51e6\u7406\u6280\u8853\u3068\u4e00\u7dda\u3092\u753b\u3059\u306e\u306f\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u91cf\u30fb\u8a08\u7b97\u91cf\u30fb\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\uff08\u30e2\u30c7\u30eb\u306e\u8907\u96d1\u3055\u3092\u793a\u3059\u5909\u6570\u306e\u6570\uff09\u3068\u3044\u30463\u3064\u306e\u8981\u7d20\u3092\u6841\u9055\u3044\u306b\u5927\u898f\u6a21\u5316\u3057\u305f\u70b9\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u5927\u898f\u6a21\u5316\u306b\u3088\u3063\u3066\u3001\u6587\u7ae0\u306e\u7ffb\u8a33\u30fb\u8981\u7d04\u30fb\u8cea\u554f\u5fdc\u7b54\u30fb\u30b3\u30fc\u30c9\u751f\u6210\u306a\u3069\u3001\u591a\u69d8\u306a\u30bf\u30b9\u30af\u3092\u9ad8\u3044\u7cbe\u5ea6\u3067\u3053\u306a\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>LLM\u304c\u6025\u901f\u306b\u666e\u53ca\u3057\u305f\u80cc\u666f\u306b\u306f\u30012017\u5e74\u306bGoogle\u306e\u7814\u7a76\u30c1\u30fc\u30e0\u304c\u767a\u8868\u3057\u305f\u8ad6\u6587\u300cAttention Is All You Need\u300d\u3067\u63d0\u5531\u3055\u308c\u305fTransformer\uff08\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\uff09\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u767b\u5834\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u73fe\u4ee3\u306eLLM\u306e\u57fa\u76e4\u3068\u306a\u308a\u3001\u305d\u306e\u5f8c\u306eGPT\u30fbBERT\u30fbGemini\u3068\u3044\u3063\u305f\u4e3b\u8981\u30e2\u30c7\u30eb\u306e\u767a\u5c55\u3092\u652f\u3048\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li>\u305d\u3082\u305d\u3082\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068\u306f<\/li>\n<li>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u306f<\/li>\n<\/ul>\n<h3 id=\"i-1\">\u305d\u3082\u305d\u3082\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068\u306f<\/h3>\n<p><mark>\u8a00\u8a9e\u30e2\u30c7\u30eb<\/mark>\u3068\u306f\u3001\u6587\u7ae0\u4e2d\u306e\u6b21\u306e\u5358\u8a9e\u3092\u78ba\u7387\u7684\u306b\u4e88\u6e2c\u3059\u308b\u4ed5\u7d44\u307f\u3092\u6307\u3057\u307e\u3059\u3002\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u6587\u5b57\u5165\u529b\u3067\u300c\u4eca\u65e5\u306f\u300d\u3068\u6253\u3064\u3068\u300c\u3044\u3044\u5929\u6c17\u3067\u3059\u306d\u300d\u306a\u3069\u306e\u5019\u88dc\u304c\u8868\u793a\u3055\u308c\u308b\u4e88\u6e2c\u5909\u63db\u6a5f\u80fd\u304c\u3001\u305d\u306e\u8eab\u8fd1\u306a\u4f8b\u3067\u3059\u3002\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u3053\u308c\u3068\u540c\u3058\u539f\u7406\u3067\u3001\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u304b\u3089\u300c\u3042\u308b\u5358\u8a9e\u306e\u5f8c\u306b\u3069\u306e\u5358\u8a9e\u304c\u6765\u3084\u3059\u3044\u304b\u300d\u3092\u5b66\u7fd2\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>LLM\u304c\u300c\u5927\u898f\u6a21\u300d\u3068\u547c\u3070\u308c\u308b\u7406\u7531\u306f\u3001\u3053\u306e<mark>\u5b66\u7fd2\u306b\u4f7f\u3046\u30c7\u30fc\u30bf\u91cf\u3068\u30e2\u30c7\u30eb\u306e\u8907\u96d1\u3055\u304c\u5f93\u6765\u3068\u306f\u6bd4\u8f03\u306b\u306a\u3089\u306a\u3044\u307b\u3069\u5927\u304d\u3044\u305f\u3081<\/mark>\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001GPT-3\u306f\u7d041,750\u5104\u500b\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6301\u3061\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306e\u81a8\u5927\u306a\u30c6\u30ad\u30b9\u30c8\u3092\u5b66\u7fd2\u3057\u3066\u3044\u307e\u3059\u3002<mark>\u30d1\u30e9\u30e1\u30fc\u30bf\u6570<\/mark>\u304c\u5897\u3048\u308b\u307b\u3069\u30e2\u30c7\u30eb\u306f\u8907\u96d1\u306a\u8a00\u8a9e\u30d1\u30bf\u30fc\u30f3\u3092\u6349\u3048\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u6587\u8108\u3092\u8e0f\u307e\u3048\u305f\u81ea\u7136\u306a\u6587\u7ae0\u751f\u6210\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u5358\u8a9e\u3092\u4e00\u3064\u3072\u3068\u3064\u4e88\u6e2c\u3059\u308b\u3068\u3044\u3046\u57fa\u672c\u539f\u7406\u306f\u5909\u308f\u3089\u306a\u3044\u307e\u307e\u3001\u305d\u306e\u7cbe\u5ea6\u3068\u5fdc\u7528\u7bc4\u56f2\u304c\u98db\u8e8d\u7684\u306b\u5e83\u304c\u3063\u305f\u306e\u304cLLM\u306e\u672c\u8cea\u3067\u3059\u3002<\/p>\n<h3 id=\"i-2\">\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u306f<\/h3>\n<p><mark>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/mark>\u3068\u306f\u3001\u6c4e\u7528\u7684\u306a\u77e5\u8b58\u3092\u6301\u3064\u4e8b\u524d\u5b66\u7fd2\u6e08\u307f\u306eLLM\u3092\u3001<mark>\u7279\u5b9a\u306e\u696d\u52d9\u3084\u5206\u91ce\u306b\u5408\u308f\u305b\u3066\u8ffd\u52a0\u5b66\u7fd2\u3055\u305b\u308b\u624b\u6cd5<\/mark>\u3067\u3059\u3002\u300c\u6c4e\u7528\u2192\u5c02\u9580\u7279\u5316\u300d\u306e\u30a4\u30e1\u30fc\u30b8\u3067\u3001\u533b\u7642\u30fb\u6cd5\u5f8b\u30fb\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306a\u3069\u3001\u7279\u5b9a\u9818\u57df\u3067\u306e\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u6d3b\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u4e8b\u524d\u5b66\u7fd2\u3067\u306f\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u8a00\u8a9e\u306e\u57fa\u790e\u7684\u306a\u7406\u89e3\u3092\u7372\u5f97\u3057\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3067\u306f\u6bd4\u8f03\u7684\u5c11\u91cf\u306e\u5c02\u9580\u30c7\u30fc\u30bf\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3067\u3001\u305d\u306e\u30c9\u30e1\u30a4\u30f3\u306b\u7279\u5316\u3057\u305f\u5fdc\u7b54\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002IPA\uff08\u60c5\u5831\u51e6\u7406\u63a8\u9032\u6a5f\u69cb\uff09\u306e\u300c\u30c6\u30ad\u30b9\u30c8\u751f\u6210AI \u5c0e\u5165\u30fb\u904b\u7528\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e74\uff09\u3067\u3082\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u300c\u7279\u5b9a\u5206\u91ce\u306b\u7279\u5316\u3057\u3066\u56de\u7b54\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u3089\u308c\u308b\u300d\u6280\u8853\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u306a\u304a\u3001\u5916\u90e8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u53c2\u7167\u3057\u3066\u56de\u7b54\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b<mark>RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09<\/mark>\u3068\u3044\u3046\u624b\u6cd5\u3082\u3042\u308a\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u308f\u308c\u308b\u3053\u3068\u3082\u591a\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/dev-japan-ai.geniee.co.jp\/media\/basic\/5219\/\">\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u306f\u4f55\u304b\u3001\u4ed5\u7d44\u307f\u3084RAG\u3068\u306e\u9055\u3044\u306a\u3069\u3092\u3055\u3089\u306b\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u3053\u3061\u3089<\/a>\u306e\u8a18\u4e8b\u3082\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u51fa\u5178\uff1a<a href=\"https:\/\/www.ipa.go.jp\/jinzai\/ics\/core_human_resource\/final_project\/2024\/f55m8k0000003spo-att\/f55m8k0000003svn.pdf\" rel=\"nofollow\">IPA\uff08\u60c5\u5831\u51e6\u7406\u63a8\u9032\u6a5f\u69cb\uff09\u306e\u300c\u30c6\u30ad\u30b9\u30c8\u751f\u6210AI \u5c0e\u5165\u30fb\u904b\u7528\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e74\uff09<\/a><\/p>\n<section><a class=\"cta_ai_agent cta_wh_type\" href=\"https:\/\/japan-ai.co.jp\/agent\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\" target=\"_blank\"><\/p>\n<div class=\"cta_logo\"><img decoding=\"async\" src=\"https:\/\/dev-japan-ai.geniee.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/logo_cta.png\"><\/div>\n<div class=\"cta_inner\">\n<div class=\"cta_inner_top\">\n<p class=\"sub_top_p\">\n                    \u65e5\u672c\u4f01\u696d\u306e\u305f\u3081\u306e<br \/>\u6700\u3082\u5b9f\u7528\u7684\u306aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\uff01\n                <\/p>\n<p class=\"sub_bot_p\">\n                    AI\u304c\u4f01\u696d\u306e\u69d8\u3005\u306a\u8077\u7a2e\u306e<br class=\"sp_br\">\u65b9\u3005\u304c<br class=\"pc_br\">\n                    \u666e\u6bb5\u884c\u3063\u3066\u3044\u308b<br class=\"sp_br\"><span>\u30bf\u30b9\u30af\u3092\u81ea\u5f8b\u7684<\/span>\u306b<span>\u5b9f\u884c<\/span><\/p>\n<\/div>\n<div class=\"cta_inner_bot\">\n<div class=\"cta_txtbox\">\n<h4 id=\"i-3\">\n                        JAPAN AI AGENT<br \/>\n                    <\/h4>\n<div class=\"txt_cols\">\n<div class=\"txt_itm\">\n<div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_32_286)\"><path d=\"M9.00082 18.644C10.1732 18.6455 11.3343 18.4153 12.4174 17.9667C13.5005 17.518 14.4842 16.8598 15.3121 16.0297C16.1422 15.2018 16.8005 14.218 17.2491 13.1349C17.6978 12.0518 17.928 10.8907 17.9264 9.71838C17.9279 8.54604 17.6977 7.38495 17.2491 6.30185C16.8004 5.21874 16.1422 4.23498 15.3121 3.40708C14.4842 2.57701 13.5005 1.91873 12.4174 1.47008C11.3343 1.02142 10.1732 0.791244 9.00082 0.792763C7.82848 0.791268 6.66739 1.02146 5.58429 1.47011C4.50118 1.91876 3.51742 2.57703 2.68952 3.40708C1.85947 4.23498 1.2012 5.21874 0.752551 6.30185C0.3039 7.38495 0.0737082 8.54604 0.0752028 9.71838C0.0736838 10.8907 0.303865 12.0518 0.752517 13.1349C1.20117 14.218 1.85945 15.2018 2.68952 16.0297C3.51742 16.8597 4.50118 17.518 5.58429 17.9667C6.66739 18.4153 7.82848 18.6455 9.00082 18.644Z\" fill=\"#15803D\" \/><path d=\"M5.43066 9.7184L8.10835 12.3961L13.4637 7.04071\" fill=\"#15803D\" \/><path d=\"M5.43066 9.7184L8.10835 12.3961L13.4637 7.04071\" stroke=\"white\" stroke-width=\"1.78512\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_32_286\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(0 0.718384)\" \/><\/clipPath><\/defs><\/svg><\/div>\n<p>\n                                \u5b9f\u7528\u6027\u306e\u9ad8\u3044AI\u30a8\u30fc\u30b8\u30a7\u30f3\u3092\u63d0\u4f9b\n                            <\/p>\n<\/div>\n<div class=\"txt_itm\">\n<div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_32_286)\"><path d=\"M9.00082 18.644C10.1732 18.6455 11.3343 18.4153 12.4174 17.9667C13.5005 17.518 14.4842 16.8598 15.3121 16.0297C16.1422 15.2018 16.8005 14.218 17.2491 13.1349C17.6978 12.0518 17.928 10.8907 17.9264 9.71838C17.9279 8.54604 17.6977 7.38495 17.2491 6.30185C16.8004 5.21874 16.1422 4.23498 15.3121 3.40708C14.4842 2.57701 13.5005 1.91873 12.4174 1.47008C11.3343 1.02142 10.1732 0.791244 9.00082 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width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_32_286)\"><path d=\"M9.00082 18.644C10.1732 18.6455 11.3343 18.4153 12.4174 17.9667C13.5005 17.518 14.4842 16.8598 15.3121 16.0297C16.1422 15.2018 16.8005 14.218 17.2491 13.1349C17.6978 12.0518 17.928 10.8907 17.9264 9.71838C17.9279 8.54604 17.6977 7.38495 17.2491 6.30185C16.8004 5.21874 16.1422 4.23498 15.3121 3.40708C14.4842 2.57701 13.5005 1.91873 12.4174 1.47008C11.3343 1.02142 10.1732 0.791244 9.00082 0.792763C7.82848 0.791268 6.66739 1.02146 5.58429 1.47011C4.50118 1.91876 3.51742 2.57703 2.68952 3.40708C1.85947 4.23498 1.2012 5.21874 0.752551 6.30185C0.3039 7.38495 0.0737082 8.54604 0.0752028 9.71838C0.0736838 10.8907 0.303865 12.0518 0.752517 13.1349C1.20117 14.218 1.85945 15.2018 2.68952 16.0297C3.51742 16.8597 4.50118 17.518 5.58429 17.9667C6.66739 18.4153 7.82848 18.6455 9.00082 18.644Z\" fill=\"#15803D\" \/><path d=\"M5.43066 9.7184L8.10835 12.3961L13.4637 7.04071\" fill=\"#15803D\" 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0.792763C7.82848 0.791268 6.66739 1.02146 5.58429 1.47011C4.50118 1.91876 3.51742 2.57703 2.68952 3.40708C1.85947 4.23498 1.2012 5.21874 0.752551 6.30185C0.3039 7.38495 0.0737082 8.54604 0.0752028 9.71838C0.0736838 10.8907 0.303865 12.0518 0.752517 13.1349C1.20117 14.218 1.85945 15.2018 2.68952 16.0297C3.51742 16.8597 4.50118 17.518 5.58429 17.9667C6.66739 18.4153 7.82848 18.6455 9.00082 18.644Z\" fill=\"#15803D\" \/><path d=\"M5.43066 9.7184L8.10835 12.3961L13.4637 7.04071\" fill=\"#15803D\" \/><path d=\"M5.43066 9.7184L8.10835 12.3961L13.4637 7.04071\" stroke=\"white\" stroke-width=\"1.78512\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_32_286\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(0 0.718384)\" \/><\/clipPath><\/defs><\/svg><\/div>\n<p>\n                                \u76ee\u6a19\u8a2d\u5b9a\u3092\u3060\u3051\u3067\u81ea\u5f8b\u7684\u306bAI\u304c\u5404\u30bf\u30b9\u30af\u3092\u5b9f\u884c\n                            <\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"ming\">\n<div class=\"monitor_div\"><img decoding=\"async\" src=\"https:\/\/dev-japan-ai.geniee.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/cta_monitor.png\"><\/div>\n<div class=\"video_div\"><iframe loading=\"lazy\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/s150PLLnReU?si=hF7JSkRTonZq-Wcl&amp;controls=0&amp;autoplay=1&amp;mute=1\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"bottom_box gr_color\"><span>\u8cc7\u6599\u8acb\u6c42\u306f\u3053\u3061\u3089<\/span><svg width=\"22\" height=\"17\" viewBox=\"0 0 22 17\" fill=\"none\"><g clip-path=\"url(#clip0_32_86)\"><path d=\"M14.9286 2.7157L21.2143 9.1189L14.9286 15.5205M0.785767 9.1205H21.2143\" stroke=\"white\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_32_86\"><rect width=\"22\" height=\"16\" fill=\"white\" transform=\"translate(0 0.320557)\" \/><\/clipPath><\/defs><\/svg><\/div>\n<p><\/a><\/section>\n<h2 id=\"i-4\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u3068\u751f\u6210AI\u30fbChatGPT\u3068\u306e\u9055\u3044<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/dev-japan-ai.geniee.co.jp\/media\/wp-content\/uploads\/2026\/03\/a5111-1.png\" alt=\"\u751f\u6210AI\u3068LLM\u3068ChatGPT\u306e\u95a2\u4fc2\" width=\"4436\" height=\"2475\" class=\"alignnone size-full wp-image-5113\"><\/p>\n<p>LLM\u3068\u751f\u6210AI\u30fbChatGPT\u306e\u9055\u3044\u3092\u4e00\u8a00\u3067\u8868\u3059\u306a\u3089\u3001<mark>\u751f\u6210AI<\/mark>\u304c\u6700\u3082\u5e83\u3044\u6982\u5ff5\u3067\u3042\u308a\u3001LLM\u306f\u305d\u306e\u4e2d\u3067\u30c6\u30ad\u30b9\u30c8\u51e6\u7406\u306b\u7279\u5316\u3057\u305f\u6280\u8853\u3001ChatGPT\u306fLLM\u3092\u6d3b\u7528\u3057\u3066\u4f5c\u3089\u308c\u305f\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u300c\u6280\u8853\u300d\u3068\u300c\u88fd\u54c1\u300d\u306e\u9055\u3044\u3068\u6349\u3048\u308b\u3068\u6574\u7406\u3057\u3084\u3059\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>LLM\u3068\u751f\u6210AI\u30fbChatGPT\u306f\u6df7\u540c\u3055\u308c\u3084\u3059\u3044\u3067\u3059\u304c\u3001\u305d\u308c\u305e\u308c\u306e\u95a2\u4fc2\u6027\u3092\u6574\u7406\u3059\u308b\u3068\u7406\u89e3\u304c\u6df1\u307e\u308a\u307e\u3059\u3002\u751f\u6210AI\u3068\u306e\u9055\u3044\u3001ChatGPT\u3068\u306e\u9055\u3044\u3092\u305d\u308c\u305e\u308c\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u751f\u6210AI\u3068\u306e\u9055\u3044<\/li>\n<li>ChatGPT\u3068\u306e\u9055\u3044<\/li>\n<\/ul>\n<h3 id=\"i-5\">\u751f\u6210AI\u3068\u306e\u9055\u3044<\/h3>\n<p><mark>\u751f\u6210AI<\/mark>\u3068\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u30fb\u753b\u50cf\u30fb\u97f3\u58f0\u30fb\u52d5\u753b\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u65b0\u305f\u306b\u751f\u6210\u3067\u304d\u308bAI\u6280\u8853\u306e\u7dcf\u79f0\u3067\u3059\u3002LLM\u306f\u305d\u306e\u4e2d\u3067\u3082\u300c\u30c6\u30ad\u30b9\u30c8\u306e\u7406\u89e3\u3068\u751f\u6210\u300d\u306b\u7279\u5316\u3057\u305f\u6280\u8853\u3067\u3042\u308a\u3001\u751f\u6210AI\u306e\u4e00\u90e8\u306b\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u308b\u70b9\u3067\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u751f\u6210AI\u306b\u306f\u3001\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u62e1\u6563\u30e2\u30c7\u30eb\uff08Stable Diffusion\u306a\u3069\uff09\u3084\u3001\u97f3\u697d\u3092\u751f\u6210\u3059\u308b\u30e2\u30c7\u30eb\u3082\u542b\u307e\u308c\u307e\u3059\u3002\u4e00\u65b9\u3001LLM\u306fTransformer\uff08\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\uff09\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u57fa\u76e4\u3068\u3057\u3001<mark>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u306b\u7279\u5316\u3057\u3066\u3044\u308b\u70b9\u304c\u7279\u5fb4<\/mark>\u3067\u3059\u3002\u751f\u6210AI\u3068LLM\u306e\u9055\u3044\u3092\u8868\u306b\u307e\u3068\u3081\u308b\u3068\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<table>\n<tr>\n<th>\u9805\u76ee<\/th>\n<th>\u751f\u6210AI<\/th>\n<th>LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09<\/th>\n<\/tr>\n<tr>\n<td>\u5bfe\u8c61<\/td>\n<td>\u30c6\u30ad\u30b9\u30c8\u30fb\u753b\u50cf\u30fb\u97f3\u58f0\u30fb\u52d5\u753b\u306a\u3069<\/td>\n<td>\u30c6\u30ad\u30b9\u30c8\uff08\u81ea\u7136\u8a00\u8a9e\uff09<\/td>\n<\/tr>\n<tr>\n<td>\u4ee3\u8868\u4f8b<\/td>\n<td>Stable Diffusion\u3001Sora\u3001MusicGen<\/td>\n<td>GPT-4o\u3001Gemini\u3001Claude<\/td>\n<\/tr>\n<tr>\n<td>\u57fa\u76e4\u6280\u8853<\/td>\n<td>\u62e1\u6563\u30e2\u30c7\u30eb\u30fbGAN\u30fbTransformer\u306a\u3069\u591a\u69d8<\/td>\n<td>\u4e3b\u306bTransformer\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/td>\n<\/tr>\n<tr>\n<td>\u95a2\u4fc2\u6027<\/td>\n<td>LLM\u3092\u5305\u542b\u3059\u308b\u4e0a\u4f4d\u6982\u5ff5<\/td>\n<td>\u751f\u6210AI\u306e\u30b5\u30d6\u30bb\u30c3\u30c8<\/td>\n<\/tr>\n<\/table>\n<p>\u751f\u6210AI\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"https:\/\/dev-japan-ai.geniee.co.jp\/media\/basic\/255\/\">\u751f\u6210AI\u3068\u306f\uff1f\u5f93\u6765\u306eAI\u3068\u306e\u9055\u3044\u3084\u3067\u304d\u308b\u3053\u3068\u306a\u3069\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac<\/a>\u3082\u3042\u308f\u305b\u3066\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3 id=\"i-6\">ChatGPT\u3068\u306e\u9055\u3044<\/h3>\n<p><mark>ChatGPT<\/mark>\u3068LLM\u306e\u95a2\u4fc2\u306f\u3001\u300c\u30a8\u30f3\u30b8\u30f3\u300d\u3068\u300c\u8eca\u7a2e\u300d\u306e\u95a2\u4fc2\u306b\u4f8b\u3048\u3089\u308c\u307e\u3059\u3002LLM\u304c\u30a8\u30f3\u30b8\u30f3\uff08\u6280\u8853\uff09\u3067\u3042\u308a\u3001ChatGPT\u306f\u305d\u306e\u30a8\u30f3\u30b8\u30f3\u3092\u642d\u8f09\u3057\u305f\u7279\u5b9a\u306e\u8eca\u7a2e\uff08\u30b5\u30fc\u30d3\u30b9\uff09\u3067\u3059\u3002ChatGPT\u306fOpenAI\u304c\u958b\u767a\u3057\u305fGPT\u30b7\u30ea\u30fc\u30ba\u306eLLM\u3092\u57fa\u76e4\u3068\u3057\u3066\u69cb\u7bc9\u3055\u308c\u305f\u5bfe\u8a71\u578bAI\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308a\u3001LLM\u305d\u306e\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u540c\u69d8\u306b\u3001Google\u306eGemini\u306fGemini\u30b7\u30ea\u30fc\u30ba\u306eLLM\u3092\u3001Anthropic\u306eClaude\u306fClaude\u30b7\u30ea\u30fc\u30ba\u306eLLM\u3092\u305d\u308c\u305e\u308c\u57fa\u76e4\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u3064\u307e\u308a\u3001<mark>LLM\u306f\u8907\u6570\u5b58\u5728\u3057\u3001\u305d\u308c\u305e\u308c\u3092\u6d3b\u7528\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u3082\u591a\u6570\u5c55\u958b\u3055\u308c\u3066\u3044\u307e\u3059<\/mark>\u3002\u300cChatGPT\uff1dLLM\u300d\u3068\u3044\u3046\u7406\u89e3\u306f\u8aa4\u308a\u3067\u3042\u308a\u3001ChatGPT\u306fLLM\u3092\u6d3b\u7528\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u306e\u4ee3\u8868\u4f8b\u306e\u4e00\u3064\u306b\u904e\u304e\u307e\u305b\u3093\u3002<\/p>\n<table>\n<tr>\n<th>\u30b5\u30fc\u30d3\u30b9\u540d<\/th>\n<th>\u57fa\u76e4LLM<\/th>\n<th>\u958b\u767a\u5143<\/th>\n<\/tr>\n<tr>\n<td>ChatGPT<\/td>\n<td>GPT-4o\u306a\u3069<\/td>\n<td>OpenAI<\/td>\n<\/tr>\n<tr>\n<td>Gemini<\/td>\n<td>Gemini 2.0\u306a\u3069<\/td>\n<td>Google<\/td>\n<\/tr>\n<tr>\n<td>Claude<\/td>\n<td>Claude 3.7\u306a\u3069<\/td>\n<td>Anthropic<\/td>\n<\/tr>\n<tr>\n<td>Copilot<\/td>\n<td>GPT-4o\u306a\u3069<\/td>\n<td>Microsoft<\/td>\n<\/tr>\n<\/table>\n<h2 id=\"i-7\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306e\u4ed5\u7d44\u307f<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/dev-japan-ai.geniee.co.jp\/media\/wp-content\/uploads\/2026\/03\/a5111-2.png\" alt=\"LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306e\u4ed5\u7d44\u307f\" width=\"4418\" height=\"2465\" class=\"alignnone size-full wp-image-5114\"><\/p>\n<p>LLM\u306e\u4ed5\u7d44\u307f\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u306e\u5165\u529b\u304b\u3089\u51fa\u529b\u307e\u3067\u30925\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u51e6\u7406\u3057\u307e\u3059\u3002\u5404\u30b9\u30c6\u30c3\u30d7\u3092\u9806\u306b\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u306a\u305cLLM\u304c\u81ea\u7136\u306a\u6587\u7ae0\u3092\u751f\u6210\u3067\u304d\u308b\u306e\u304b\u306e\u4ed5\u7d44\u307f\u304c\u7406\u89e3\u3067\u304d\u307e\u3059\u3002\u73fe\u4ee3\u306eLLM\u306f\u307b\u307c\u3059\u3079\u3066<mark>Transformer\uff08\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\uff09\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u57fa\u76e4\u3068\u3057\u3066\u304a\u308a\u3001\u3053\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u9ad8\u7cbe\u5ea6\u306a\u6587\u8108\u7406\u89e3\u3092\u53ef\u80fd\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u2460\u30c8\u30fc\u30af\u30f3\u5316<\/li>\n<li>\u2461\u30d9\u30af\u30c8\u30eb\u5316<\/li>\n<li>\u2462\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u3088\u308b\u5b66\u7fd2<\/li>\n<li>\u2463\u6587\u8108\u7406\u89e3<\/li>\n<li>\u2464\u30c7\u30b3\u30fc\u30c9\uff08\u30c6\u30ad\u30b9\u30c8\u51fa\u529b\uff09<\/li>\n<\/ul>\n<h3 id=\"i-8\">\u2460\u30c8\u30fc\u30af\u30f3\u5316<\/h3>\n<p>LLM\u304c\u6587\u7ae0\u3092\u51e6\u7406\u3059\u308b\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u306f\u3001\u5165\u529b\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u3092<mark>\u30c8\u30fc\u30af\u30f3\u3068\u547c\u3070\u308c\u308b\u6700\u5c0f\u5358\u4f4d\u306b\u5206\u5272\u3059\u308b\u3053\u3068<\/mark>\u3067\u3059\u3002\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306f\u6587\u5b57\u3092\u305d\u306e\u307e\u307e\u306e\u5f62\u3067\u306f\u7406\u89e3\u3067\u304d\u306a\u3044\u305f\u3081\u3001\u307e\u305a\u6587\u7ae0\u3092\u51e6\u7406\u3057\u3084\u3059\u3044\u5358\u4f4d\u306b\u5206\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u300cAI\u3092\u6d3b\u7528\u3059\u308b\u300d\u3068\u3044\u3046\u6587\u7ae0\u306f\u3001\u300cAI\u300d\u300c\u3092\u300d\u300c\u6d3b\u7528\u300d\u300c\u3059\u308b\u300d\u306e\u3088\u3046\u306b\u5206\u5272\u3055\u308c\u307e\u3059\u3002\u65e5\u672c\u8a9e\u306e\u5834\u5408\u306f\u5358\u8a9e\u30fb\u6587\u7bc0\u30fb\u6587\u5b57\u306a\u3069\u3001\u8a00\u8a9e\u306e\u7279\u6027\u306b\u5fdc\u3058\u305f\u5206\u5272\u65b9\u6cd5\u304c\u63a1\u7528\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u30c8\u30fc\u30af\u30f3\u5316\u306e\u7cbe\u5ea6\u304c\u3001\u5f8c\u7d9a\u306e\u51e6\u7406\u5168\u4f53\u306e\u54c1\u8cea\u306b\u5f71\u97ff\u3059\u308b\u305f\u3081\u3001LLM\u306e\u524d\u51e6\u7406\u3068\u3057\u3066\u975e\u5e38\u306b\u91cd\u8981\u306a\u5de5\u7a0b\u3067\u3059\u3002<\/p>\n<h3 id=\"i-9\">\u2461\u30d9\u30af\u30c8\u30eb\u5316<\/h3>\n<p>\u30c8\u30fc\u30af\u30f3\u5316\u3055\u308c\u305f\u5404\u5358\u8a9e\u306f\u3001\u6b21\u306b\u6570\u5024\u306e\u914d\u5217\uff08\u30d9\u30af\u30c8\u30eb\uff09\u306b\u5909\u63db\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u3092<mark>\u30d9\u30af\u30c8\u30eb\u5316<\/mark>\u3068\u547c\u3073\u307e\u3059\u3002\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306f\u6570\u5024\u3057\u304b\u6271\u3048\u306a\u3044\u305f\u3081\u3001\u8a00\u8449\u306e\u610f\u5473\u3092\u6570\u5024\u3068\u3057\u3066\u8868\u73fe\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n<p>\u30d9\u30af\u30c8\u30eb\u5316\u306e\u7279\u5fb4\u306f\u3001\u610f\u5473\u304c\u8fd1\u3044\u8a00\u8449\u307b\u3069\u6570\u5024\u7a7a\u9593\u4e0a\u3067\u3082\u8fd1\u3044\u4f4d\u7f6e\u306b\u914d\u7f6e\u3055\u308c\u308b\u70b9\u306b\u3042\u308a\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u300c\u732b\u300d\u3068\u300c\u72ac\u300d\u306f\u610f\u5473\u7684\u306b\u8fd1\u3044\u305f\u3081\u3001\u30d9\u30af\u30c8\u30eb\u7a7a\u9593\u4e0a\u3067\u3082\u8fd1\u3044\u4f4d\u7f6e\u306b\u914d\u7f6e\u3055\u308c\u307e\u3059\u3002\u4e00\u65b9\u3001\u300c\u732b\u300d\u3068\u300c\u81ea\u52d5\u8eca\u300d\u306f\u610f\u5473\u7684\u306b\u9060\u3044\u305f\u3081\u3001\u30d9\u30af\u30c8\u30eb\u7a7a\u9593\u4e0a\u3067\u3082\u96e2\u308c\u305f\u4f4d\u7f6e\u306b\u914d\u7f6e\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u4ed5\u7d44\u307f\u306b\u3088\u3063\u3066\u3001LLM\u306f\u8a00\u8449\u306e\u610f\u5473\u7684\u306a\u95a2\u4fc2\u6027\u3092\u6570\u5024\u3068\u3057\u3066\u6271\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"i-10\">\u2462\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u3088\u308b\u5b66\u7fd2<\/h3>\n<p>\u30d9\u30af\u30c8\u30eb\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u3001<mark>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/mark>\uff08\u4eba\u9593\u306e\u8133\u306e\u795e\u7d4c\u56de\u8def\u3092\u6a21\u3057\u305f\u591a\u5c64\u69cb\u9020\u306e\u30e2\u30c7\u30eb\uff09\u3067\u51e6\u7406\u3055\u308c\u307e\u3059\u3002\u73fe\u4ee3\u306eLLM\u304c\u63a1\u7528\u3059\u308bTransformer\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u6838\u5fc3\u306f\u300c\u30bb\u30eb\u30d5\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u6a5f\u69cb\u300d\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u6587\u7ae0\u4e2d\u306e\u3069\u306e\u5358\u8a9e\u304c\u3069\u306e\u5358\u8a9e\u3068\u5f37\u304f\u95a2\u9023\u3057\u3066\u3044\u308b\u304b\u3092\u81ea\u52d5\u7684\u306b\u5224\u65ad\u3057\u3001\u91cd\u307f\u4ed8\u3051\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u300c\u5f7c\u5973\u306f\u30d4\u30a2\u30ce\u3092\u5f3e\u3044\u305f\u3002\u5f7c\u5973\u306f\u97f3\u697d\u304c\u597d\u304d\u3060\u300d\u3068\u3044\u3046\u6587\u7ae0\u3067\u306f\u30012\u6587\u76ee\u306e\u300c\u5f7c\u5973\u300d\u304c1\u6587\u76ee\u306e\u300c\u5f7c\u5973\u300d\u3068\u540c\u4e00\u4eba\u7269\u3067\u3042\u308b\u3053\u3068\u3092\u3001\u30bb\u30eb\u30d5\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u6a5f\u69cb\u304c\u6587\u8108\u304b\u3089\u5224\u65ad\u3057\u307e\u3059\u3002\u3053\u306e<mark>\u6a5f\u68b0\u5b66\u7fd2<\/mark>\u306b\u3088\u308b\u5927\u898f\u6a21\u306a\u5b66\u7fd2\u3092\u7d4c\u308b\u3053\u3068\u3067\u3001LLM\u306f\u8907\u96d1\u306a\u8a00\u8a9e\u30d1\u30bf\u30fc\u30f3\u3092\u7fd2\u5f97\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"i-11\">\u2463\u6587\u8108\u7406\u89e3<\/h3>\n<p>LLM\u304c\u5f93\u6765\u306e\u8a00\u8a9e\u51e6\u7406\u6280\u8853\u3068\u5927\u304d\u304f\u7570\u306a\u308b\u70b9\u306e\u4e00\u3064\u304c\u3001<mark>\u6587\u8108\u5168\u4f53\u3092\u8e0f\u307e\u3048\u305f\u7406\u89e3\u304c\u3067\u304d\u308b\u3053\u3068<\/mark>\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u300c\u304b\u307f\u3092\u5207\u3063\u305f\u300d\u3068\u3044\u3046\u6587\u7ae0\u306f\u3001\u524d\u5f8c\u306e\u6587\u8108\u306b\u3088\u3063\u3066\u300c\u7d19\u3092\u5207\u3063\u305f\u300d\u306a\u306e\u304b\u300c\u9aea\u3092\u5207\u3063\u305f\u300d\u306a\u306e\u304b\u304c\u5909\u308f\u308a\u307e\u3059\u3002LLM\u306f\u30bb\u30eb\u30d5\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u6a5f\u69cb\u306b\u3088\u3063\u3066\u6587\u7ae0\u5168\u4f53\u306e\u6587\u8108\u3092\u628a\u63e1\u3057\u3001\u9069\u5207\u306a\u610f\u5473\u3092\u5224\u65ad\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u5358\u8a9e\u5358\u4f53\u3067\u306f\u306a\u304f\u6587\u5168\u4f53\u30fb\u4f1a\u8a71\u5168\u4f53\u306e\u6d41\u308c\u3092\u7406\u89e3\u3067\u304d\u308b\u3053\u306e\u80fd\u529b\u304c\u3001LLM\u3092\u5f93\u6765\u306e\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u30b7\u30b9\u30c6\u30e0\u3084\u521d\u671f\u306e\u6a5f\u68b0\u7ffb\u8a33\u3068\u4e00\u7dda\u3092\u753b\u3059\u8981\u56e0\u3067\u3059\u3002\u9577\u3044\u4f1a\u8a71\u306e\u4e2d\u3067\u3082\u524d\u306e\u767a\u8a00\u5185\u5bb9\u3092\u8e0f\u307e\u3048\u305f\u5fdc\u7b54\u304c\u3067\u304d\u308b\u3053\u3068\u3082\u3001\u3053\u306e\u6587\u8108\u7406\u89e3\u80fd\u529b\u306b\u3088\u308b\u3082\u306e\u3067\u3059\u3002<\/p>\n<h3 id=\"i-12\">\u2464\u30c7\u30b3\u30fc\u30c9\uff08\u30c6\u30ad\u30b9\u30c8\u51fa\u529b\uff09<\/h3>\n<p>\u6700\u7d42\u30b9\u30c6\u30c3\u30d7\u3067\u306f\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u51e6\u7406\u3057\u305f\u6570\u5024\u30c7\u30fc\u30bf\u3092\u3001\u4eba\u9593\u304c\u8aad\u3081\u308b\u81ea\u7136\u306a\u30c6\u30ad\u30b9\u30c8\u306b\u5909\u63db\u3057\u307e\u3059\u3002\u3053\u308c\u3092<mark>\u30c7\u30b3\u30fc\u30c9<\/mark>\u3068\u547c\u3073\u307e\u3059\u3002LLM\u306f\u6b21\u306b\u6765\u308b\u53ef\u80fd\u6027\u304c\u6700\u3082\u9ad8\u3044\u5358\u8a9e\u3092\u78ba\u7387\u7684\u306b\u9078\u629e\u3057\u3001\u305d\u308c\u3092\u7e70\u308a\u8fd4\u3059\u3053\u3068\u3067\u6587\u7ae0\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u78ba\u7387\u7684\u306a\u9078\u629e\u30d7\u30ed\u30bb\u30b9\u304c\u3001LLM\u306e\u51fa\u529b\u306b\u591a\u69d8\u6027\u3092\u3082\u305f\u3089\u3059\u4e00\u65b9\u3067\u3001<mark>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08\u8aa4\u60c5\u5831\u306e\u751f\u6210\uff09\u304c\u767a\u751f\u3059\u308b\u539f\u56e0\u306e\u4e00\u3064<\/mark>\u306b\u3082\u306a\u308a\u307e\u3059\u3002\u540c\u3058\u8cea\u554f\u306b\u5bfe\u3057\u3066\u6bce\u56de\u307e\u3063\u305f\u304f\u540c\u3058\u56de\u7b54\u304c\u8fd4\u3063\u3066\u3053\u306a\u3044\u306e\u3082\u3001\u3053\u306e\u78ba\u7387\u7684\u306a\u4ed5\u7d44\u307f\u306b\u3088\u308b\u3082\u306e\u3067\u3059\u3002<\/p>\n<h2 id=\"i-13\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306e\u7a2e\u985e\u3068\u4ee3\u8868\u7684\u306a\u30e2\u30c7\u30eb<\/h2>\n<p>LLM\u306e\u7a2e\u985e\u306f\u5927\u304d\u304f<mark>\u300c\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u578b\u300d\u3068\u300c\u72ec\u81ea\u958b\u767a\u578b\uff08\u30af\u30ed\u30fc\u30ba\u30c9\u30e2\u30c7\u30eb\uff09\u300d<\/mark>\u306b\u5206\u985e\u3055\u308c\u307e\u3059\u3002\u305d\u308c\u305e\u308c\u7279\u6027\u304c\u7570\u306a\u308a\u3001\u5c0e\u5165\u76ee\u7684\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u306b\u5fdc\u3058\u3066\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u30022026\u5e74\u73fe\u5728\u3001GPT-5\u30fbGemini 3\u30fbClaude 4\u30fbLlama 4\u306a\u3069\u3001\u591a\u6570\u306e\u30e2\u30c7\u30eb\u304c\u7af6\u5408\u3057\u3066\u304a\u308a\u3001\u5404\u30e2\u30c7\u30eb\u306e\u7279\u5fb4\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u304c\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u306e\u7b2c\u4e00\u6b69\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u578bLLM<\/li>\n<li>\u72ec\u81ea\u958b\u767a\u578bLLM\uff08\u30af\u30ed\u30fc\u30ba\u30c9\u30e2\u30c7\u30eb\uff09<\/li>\n<\/ul>\n<h3 id=\"i-14\">\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u578bLLM<\/h3>\n<p>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u578bLLM\u3068\u306f\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3084\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u304c\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001\u81ea\u793e\u74b0\u5883\u3067\u306e\u904b\u7528\u30fb\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u53ef\u80fd\u306aLLM\u306e\u30e2\u30c7\u30eb\u3067\u3059\u3002\u4ee3\u8868\u4f8b\u3068\u3057\u3066\u306fMeta\u306eLLaMA\uff08\u30e9\u30de\uff09\u30b7\u30ea\u30fc\u30ba\u3001Google\u306eGemma\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u578bLLM\u306e\u4e3b\u306a\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3068\u3001<mark>\u81ea\u793e\u30c7\u30fc\u30bf\u3067\u306e\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306b\u3088\u3063\u3066\u696d\u52d9\u306b\u7279\u5316\u3057\u305f<\/mark>\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3067\u304d\u308b\u70b9\u3067\u3059\u3002\u4e00\u65b9\u3067\u3001\u30e2\u30c7\u30eb\u306e\u904b\u7528\u30fb\u7ba1\u7406\u306b\u306f\u4e00\u5b9a\u306e\u6280\u8853\u529b\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u30af\u30e9\u30a6\u30c9API\u3092\u5229\u7528\u3059\u308b\u72ec\u81ea\u958b\u767a\u578b\u3068\u6bd4\u3079\u3066\u521d\u671f\u69cb\u7bc9\u306e\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"i-15\">\u72ec\u81ea\u958b\u767a\u578bLLM\uff08\u30af\u30ed\u30fc\u30ba\u30c9\u30e2\u30c7\u30eb\uff09<\/h3>\n<p>\u72ec\u81ea\u958b\u767a\u578bLLM\u3068\u306f\u3001\u4f01\u696d\u304c\u72ec\u81ea\u306b\u958b\u767a\u30fb\u7ba1\u7406\u3059\u308b\u30e2\u30c7\u30eb\u3067\u3001\u4e3b\u306bAPI\uff08\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30fb\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30fb\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\uff09\u7d4c\u7531\u3067\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002\u4ee3\u8868\u7684\u306a\u30e2\u30c7\u30eb\u3092\u6bd4\u8f03\u3059\u308b\u3068\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<table>\n<tr>\n<th>\u30e2\u30c7\u30eb\u540d<\/th>\n<th>\u958b\u767a\u5143<\/th>\n<th>\u7279\u5fb4<\/th>\n<\/tr>\n<tr>\n<td>GPT-4o<\/td>\n<td>OpenAI<\/td>\n<td>\u30c6\u30ad\u30b9\u30c8\u30fb\u753b\u50cf\u30fb\u97f3\u58f0\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5bfe\u5fdc\u3002\u9ad8\u3044\u6c4e\u7528\u6027<\/td>\n<\/tr>\n<tr>\n<td>Gemini 2.0<\/td>\n<td>Google<\/td>\n<td>Google\u691c\u7d22\u3068\u306e\u9023\u643a\u304c\u5f37\u307f\u3002\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5bfe\u5fdc<\/td>\n<\/tr>\n<tr>\n<td>Claude 3.7<\/td>\n<td>Anthropic<\/td>\n<td>\u9577\u6587\u51e6\u7406\u30fb\u5b89\u5168\u6027\u306b\u5f37\u307f\u3002\u502b\u7406\u7684\u914d\u616e\u304c\u9ad8\u3044<\/td>\n<\/tr>\n<tr>\n<td>Mistral<\/td>\n<td>Mistral AI<\/td>\n<td>\u8efd\u91cf\u30fb\u9ad8\u901f\u3002\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u7248\u3082\u63d0\u4f9b<\/td>\n<\/tr>\n<\/table>\n<p>\u72ec\u81ea\u958b\u767a\u578b\u306fAPI\u3092\u901a\u3058\u3066\u624b\u8efd\u306b\u5229\u7528\u3092\u958b\u59cb\u3067\u304d\u308b\u53cd\u9762\u3001\u5165\u529b\u30c7\u30fc\u30bf\u304c\u30b5\u30fc\u30d3\u30b9\u63d0\u4f9b\u4f01\u696d\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u9001\u4fe1\u3055\u308c\u308b\u305f\u3081\u3001\u6a5f\u5bc6\u60c5\u5831\u306e\u53d6\u308a\u6271\u3044\u306b\u306f\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p>\u30c6\u30ad\u30b9\u30c8\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u753b\u50cf\u3084\u97f3\u58f0\u306a\u3069\u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u3092\u540c\u6642\u306b\u51e6\u7406\u30fb\u7406\u89e3\u3067\u304d\u308b\u6280\u8853\u3067\u3042\u308b<a href=\"https:\/\/dev-japan-ai.geniee.co.jp\/media\/basic\/5197\/\">\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u3053\u3061\u3089<\/a>\u306e\u8a18\u4e8b\u3082\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2 id=\"i-16\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306e\u6d3b\u7528\u4e8b\u4f8b\u30fb\u30d3\u30b8\u30cd\u30b9\u7528\u9014<\/h2>\n<p>LLM\u306e\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u306f\u6025\u901f\u306b\u5e83\u304c\u3063\u3066\u304a\u308a\u3001\u7dcf\u52d9\u7701\u300c\u4ee4\u548c7\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300d\uff082025\u5e74\uff09\u306b\u3088\u308b\u3068\u3001\u4f55\u3089\u304b\u306e\u696d\u52d9\u3067\u751f\u6210AI\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u3068\u56de\u7b54\u3057\u305f\u5272\u5408\u306f55.2%\u306b\u9054\u3057\u3066\u3044\u307e\u3059\u3002\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u30fb\u6587\u7ae0\u4f5c\u6210\u30fb\u7ffb\u8a33\u30fb\u30b3\u30fc\u30c9\u751f\u6210\u306a\u3069\u3001\u5e45\u5e83\u3044\u696d\u52d9\u9818\u57df\u3067\u306e\u6d3b\u7528\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002LLM\u3092\u6d3b\u7528\u3057\u305f\u696d\u52d9\u52b9\u7387\u5316\u306e\u5177\u4f53\u7684\u306a\u4e8b\u4f8b\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"https:\/\/dev-japan-ai.geniee.co.jp\/media\/business-efficiency\/877\/\">AI\u306b\u3088\u308b\u696d\u52d9\u52b9\u7387\u5316\u306e\u4e8b\u4f8b\u3068\u6d3b\u7528\u52b9\u679c\u3092\u89e3\u8aac<\/a>\u3082\u3042\u308f\u305b\u3066\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/p>\n<ul>\n<li>\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u30fb\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/li>\n<li>\u6587\u7ae0\u4f5c\u6210\u30fb\u8981\u7d04\u30fb\u6821\u6b63<\/li>\n<li>\u7ffb\u8a33\u30fb\u591a\u8a00\u8a9e\u5bfe\u5fdc<\/li>\n<li>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u652f\u63f4\u30fb\u30b3\u30fc\u30c9\u751f\u6210<\/li>\n<\/ul>\n<h3 id=\"i-17\">\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u30fb\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/h3>\n<p>LLM\u3092\u6d3b\u7528\u3057\u305f\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306f\u3001\u5f93\u6765\u306e\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306eFAQ\u30b7\u30b9\u30c6\u30e0\u3068\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002\u5f93\u6765\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u4e8b\u524d\u306b\u767b\u9332\u3057\u305f\u8cea\u554f\u3068\u56de\u7b54\u306e\u30d1\u30bf\u30fc\u30f3\u306b\u3057\u304b\u5bfe\u5fdc\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u304c\u3001<mark>LLM\u30d9\u30fc\u30b9\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3042\u3044\u307e\u3044\u306a\u8868\u73fe\u3084\u60f3\u5b9a\u5916\u306e\u8cea\u554f\u306b\u3082\u6587\u8108\u3092\u8e0f\u307e\u3048\u3066\u67d4\u8edf\u306b\u5bfe\u5fdc\u53ef\u80fd<\/mark>\u3067\u3059\u3002<\/p>\n<p>24\u6642\u9593365\u65e5\u306e\u5bfe\u5fdc\u304c\u53ef\u80fd\u306b\u306a\u308b\u305f\u3081\u3001\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306b\u304b\u304b\u308b\u4eba\u7684\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u3068\u3001\u5fdc\u7b54\u54c1\u8cea\u306e\u5e73\u6e96\u5316\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u3078\u306eAI\u5c0e\u5165\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"https:\/\/dev-japan-ai.geniee.co.jp\/media\/knowhow\/135\/\">\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u304cAI\u3092\u5c0e\u5165\u3059\u308b\u52b9\u679c\u306f\uff1f\u5c0e\u5165\u306e\u8ab2\u984c\u3082\u89e3\u8aac<\/a>\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"i-18\">\u6587\u7ae0\u4f5c\u6210\u30fb\u8981\u7d04\u30fb\u6821\u6b63<\/h3>\n<p>\u8b70\u4e8b\u9332\u306e\u81ea\u52d5\u4f5c\u6210\u3001\u30e1\u30fc\u30eb\u306e\u4e0b\u66f8\u304d\u751f\u6210\u3001\u9577\u6587\u30ec\u30dd\u30fc\u30c8\u306e\u8981\u7d04\u306a\u3069\u3001<mark>\u6587\u7ae0\u306b\u95a2\u308f\u308b\u696d\u52d9\u306fLLM\u304c\u6700\u3082\u5f97\u610f\u3068\u3059\u308b\u9818\u57df\u306e\u4e00\u3064<\/mark>\u3067\u3059\u3002\u7dcf\u52d9\u7701\u300c\u4ee4\u548c7\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300d\uff082025\u5e74\uff09\u306b\u3088\u308b\u3068\u3001\u300c\u30e1\u30fc\u30eb\u3084\u8b70\u4e8b\u9332\u3001\u8cc7\u6599\u4f5c\u6210\u7b49\u306e\u88dc\u52a9\u300d\u306b\u751f\u6210AI\u3092\u696d\u52d9\u3067\u4f7f\u7528\u3057\u3066\u3044\u308b\u5272\u5408\u306f47.3%\u306b\u306e\u307c\u308a\u3001\u6587\u7ae0\u4f5c\u6210\u652f\u63f4\u304c\u6700\u3082\u666e\u53ca\u3057\u305f\u6d3b\u7528\u7528\u9014\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30b3\u30d4\u30fc\u306e\u751f\u6210\u3084\u3001\u8907\u6570\u306e\u6587\u66f8\u3092\u6a2a\u65ad\u3057\u305f\u60c5\u5831\u306e\u7d71\u5408\u30fb\u6574\u7406\u306b\u3082\u6d3b\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u77e5\u8b58\u52b4\u50cd\u306e\u751f\u7523\u6027\u5411\u4e0a\u306b\u76f4\u7d50\u3059\u308b\u7528\u9014\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/www.soumu.go.jp\/johotsusintokei\/whitepaper\/ja\/r07\/html\/nd112220.html\" rel=\"nofollow\">\u7dcf\u52d9\u7701\u300c\u4ee4\u548c7\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300d\uff082025\u5e74\uff09<\/a><\/p>\n<h3 id=\"i-19\">\u7ffb\u8a33\u30fb\u591a\u8a00\u8a9e\u5bfe\u5fdc<\/h3>\n<p>LLM\u306b\u3088\u308b\u7ffb\u8a33\u306f\u3001\u5358\u8a9e\u3092\u6a5f\u68b0\u7684\u306b\u7f6e\u304d\u63db\u3048\u308b\u5f93\u6765\u306e\u6a5f\u68b0\u7ffb\u8a33\u3068\u7570\u306a\u308a\u3001<mark>\u6587\u8108\u3084\u30cb\u30e5\u30a2\u30f3\u30b9\u3092\u8003\u616e\u3057\u305f\u81ea\u7136\u306a\u7ffb\u8a33\u304c\u53ef\u80fd<\/mark>\u3067\u3059\u3002\u30d3\u30b8\u30cd\u30b9\u6587\u66f8\u30fb\u5951\u7d04\u66f8\u30fb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u8cc7\u6599\u306a\u3069\u3001\u5c02\u9580\u6027\u306e\u9ad8\u3044\u6587\u66f8\u306e\u7ffb\u8a33\u7cbe\u5ea6\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u3066\u304a\u308a\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3051\u308b\u591a\u8a00\u8a9e\u5bfe\u5fdc\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u306b\u8ca2\u732e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u5358\u306a\u308b\u7ffb\u8a33\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u6587\u5316\u7684\u80cc\u666f\u3092\u8e0f\u307e\u3048\u305f\u30ed\u30fc\u30ab\u30e9\u30a4\u30ba\uff08\u73fe\u5730\u5316\uff09\u306b\u3082\u6d3b\u7528\u3055\u308c\u308b\u30b1\u30fc\u30b9\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"i-20\">\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u652f\u63f4\u30fb\u30b3\u30fc\u30c9\u751f\u6210<\/h3>\n<p>LLM\u306f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b3\u30fc\u30c9\u306e\u81ea\u52d5\u751f\u6210\u30fb\u30d0\u30b0\u691c\u51fa\u30fb\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\u306e\u4f5c\u6210\u306b\u3082\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002GitHub Copilot\u306fGPT\u30b7\u30ea\u30fc\u30ba\u306eLLM\u3092\u6d3b\u7528\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u652f\u63f4\u30c4\u30fc\u30eb\u306e\u4ee3\u8868\u4f8b\u3067\u3042\u308a\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u958b\u767a\u52b9\u7387\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u6ce8\u76ee\u3059\u3079\u304d\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u4ee5\u5916\u306e\u696d\u52d9\u62c5\u5f53\u8005\u3067\u3082\u3001\u81ea\u7136\u8a00\u8a9e\u3067\u30b3\u30fc\u30c9\u306e\u52d5\u4f5c\u3092\u8aac\u660e\u3059\u308b\u3060\u3051\u3067\u7c21\u5358\u306a\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u751f\u6210\u3067\u304d\u308b\u70b9\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3084\u696d\u52d9\u81ea\u52d5\u5316\u306e\u30cf\u30fc\u30c9\u30eb\u304c\u4e0b\u304c\u308a\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u8077\u3067\u3082\u6d3b\u7528\u3067\u304d\u308b\u5834\u9762\u304c\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<section><a class=\"cta_ai_agent cta_wh_type\" href=\"https:\/\/japan-ai.co.jp\/agent\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\" target=\"_blank\"><\/p>\n<div class=\"cta_logo\"><img decoding=\"async\" src=\"https:\/\/dev-japan-ai.geniee.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/logo_cta.png\"><\/div>\n<div class=\"cta_inner\">\n<div class=\"cta_inner_top\">\n<p class=\"sub_top_p\">\n                    \u65e5\u672c\u4f01\u696d\u306e\u305f\u3081\u306e<br \/>\u6700\u3082\u5b9f\u7528\u7684\u306aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\uff01\n                <\/p>\n<p class=\"sub_bot_p\">\n                    AI\u304c\u4f01\u696d\u306e\u69d8\u3005\u306a\u8077\u7a2e\u306e<br class=\"sp_br\">\u65b9\u3005\u304c<br class=\"pc_br\">\n                    \u666e\u6bb5\u884c\u3063\u3066\u3044\u308b<br class=\"sp_br\"><span>\u30bf\u30b9\u30af\u3092\u81ea\u5f8b\u7684<\/span>\u306b<span>\u5b9f\u884c<\/span><\/p>\n<\/div>\n<div class=\"cta_inner_bot\">\n<div class=\"cta_txtbox\">\n<h4 id=\"i-21\">\n                        JAPAN AI AGENT<br \/>\n                    <\/h4>\n<div class=\"txt_cols\">\n<div class=\"txt_itm\">\n<div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_32_286)\"><path d=\"M9.00082 18.644C10.1732 18.6455 11.3343 18.4153 12.4174 17.9667C13.5005 17.518 14.4842 16.8598 15.3121 16.0297C16.1422 15.2018 16.8005 14.218 17.2491 13.1349C17.6978 12.0518 17.928 10.8907 17.9264 9.71838C17.9279 8.54604 17.6977 7.38495 17.2491 6.30185C16.8004 5.21874 16.1422 4.23498 15.3121 3.40708C14.4842 2.57701 13.5005 1.91873 12.4174 1.47008C11.3343 1.02142 10.1732 0.791244 9.00082 0.792763C7.82848 0.791268 6.66739 1.02146 5.58429 1.47011C4.50118 1.91876 3.51742 2.57703 2.68952 3.40708C1.85947 4.23498 1.2012 5.21874 0.752551 6.30185C0.3039 7.38495 0.0737082 8.54604 0.0752028 9.71838C0.0736838 10.8907 0.303865 12.0518 0.752517 13.1349C1.20117 14.218 1.85945 15.2018 2.68952 16.0297C3.51742 16.8597 4.50118 17.518 5.58429 17.9667C6.66739 18.4153 7.82848 18.6455 9.00082 18.644Z\" fill=\"#15803D\" \/><path d=\"M5.43066 9.7184L8.10835 12.3961L13.4637 7.04071\" fill=\"#15803D\" \/><path d=\"M5.43066 9.7184L8.10835 12.3961L13.4637 7.04071\" stroke=\"white\" stroke-width=\"1.78512\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_32_286\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(0 0.718384)\" \/><\/clipPath><\/defs><\/svg><\/div>\n<p>\n                                \u5b9f\u7528\u6027\u306e\u9ad8\u3044AI\u30a8\u30fc\u30b8\u30a7\u30f3\u3092\u63d0\u4f9b\n                            <\/p>\n<\/div>\n<div class=\"txt_itm\">\n<div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_32_286)\"><path d=\"M9.00082 18.644C10.1732 18.6455 11.3343 18.4153 12.4174 17.9667C13.5005 17.518 14.4842 16.8598 15.3121 16.0297C16.1422 15.2018 16.8005 14.218 17.2491 13.1349C17.6978 12.0518 17.928 10.8907 17.9264 9.71838C17.9279 8.54604 17.6977 7.38495 17.2491 6.30185C16.8004 5.21874 16.1422 4.23498 15.3121 3.40708C14.4842 2.57701 13.5005 1.91873 12.4174 1.47008C11.3343 1.02142 10.1732 0.791244 9.00082 0.792763C7.82848 0.791268 6.66739 1.02146 5.58429 1.47011C4.50118 1.91876 3.51742 2.57703 2.68952 3.40708C1.85947 4.23498 1.2012 5.21874 0.752551 6.30185C0.3039 7.38495 0.0737082 8.54604 0.0752028 9.71838C0.0736838 10.8907 0.303865 12.0518 0.752517 13.1349C1.20117 14.218 1.85945 15.2018 2.68952 16.0297C3.51742 16.8597 4.50118 17.518 5.58429 17.9667C6.66739 18.4153 7.82848 18.6455 9.00082 18.644Z\" fill=\"#15803D\" \/><path d=\"M5.43066 9.7184L8.10835 12.3961L13.4637 7.04071\" fill=\"#15803D\" \/><path d=\"M5.43066 9.7184L8.10835 12.3961L13.4637 7.04071\" stroke=\"white\" stroke-width=\"1.78512\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_32_286\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(0 0.718384)\" \/><\/clipPath><\/defs><\/svg><\/div>\n<p>\n                                \u7121\u6599\u306e\u4f34\u8d70\u30b5\u30dd\u30fc\u30c8\n                            <\/p>\n<\/div>\n<div class=\"txt_itm\">\n<div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_32_286)\"><path d=\"M9.00082 18.644C10.1732 18.6455 11.3343 18.4153 12.4174 17.9667C13.5005 17.518 14.4842 16.8598 15.3121 16.0297C16.1422 15.2018 16.8005 14.218 17.2491 13.1349C17.6978 12.0518 17.928 10.8907 17.9264 9.71838C17.9279 8.54604 17.6977 7.38495 17.2491 6.30185C16.8004 5.21874 16.1422 4.23498 15.3121 3.40708C14.4842 2.57701 13.5005 1.91873 12.4174 1.47008C11.3343 1.02142 10.1732 0.791244 9.00082 0.792763C7.82848 0.791268 6.66739 1.02146 5.58429 1.47011C4.50118 1.91876 3.51742 2.57703 2.68952 3.40708C1.85947 4.23498 1.2012 5.21874 0.752551 6.30185C0.3039 7.38495 0.0737082 8.54604 0.0752028 9.71838C0.0736838 10.8907 0.303865 12.0518 0.752517 13.1349C1.20117 14.218 1.85945 15.2018 2.68952 16.0297C3.51742 16.8597 4.50118 17.518 5.58429 17.9667C6.66739 18.4153 7.82848 18.6455 9.00082 18.644Z\" fill=\"#15803D\" \/><path d=\"M5.43066 9.7184L8.10835 12.3961L13.4637 7.04071\" fill=\"#15803D\" \/><path d=\"M5.43066 9.7184L8.10835 12.3961L13.4637 7.04071\" stroke=\"white\" stroke-width=\"1.78512\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_32_286\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(0 0.718384)\" \/><\/clipPath><\/defs><\/svg><\/div>\n<p>\n                                \u9ad8\u3044\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\n                            <\/p>\n<\/div>\n<div class=\"txt_itm\">\n<div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_32_286)\"><path d=\"M9.00082 18.644C10.1732 18.6455 11.3343 18.4153 12.4174 17.9667C13.5005 17.518 14.4842 16.8598 15.3121 16.0297C16.1422 15.2018 16.8005 14.218 17.2491 13.1349C17.6978 12.0518 17.928 10.8907 17.9264 9.71838C17.9279 8.54604 17.6977 7.38495 17.2491 6.30185C16.8004 5.21874 16.1422 4.23498 15.3121 3.40708C14.4842 2.57701 13.5005 1.91873 12.4174 1.47008C11.3343 1.02142 10.1732 0.791244 9.00082 0.792763C7.82848 0.791268 6.66739 1.02146 5.58429 1.47011C4.50118 1.91876 3.51742 2.57703 2.68952 3.40708C1.85947 4.23498 1.2012 5.21874 0.752551 6.30185C0.3039 7.38495 0.0737082 8.54604 0.0752028 9.71838C0.0736838 10.8907 0.303865 12.0518 0.752517 13.1349C1.20117 14.218 1.85945 15.2018 2.68952 16.0297C3.51742 16.8597 4.50118 17.518 5.58429 17.9667C6.66739 18.4153 7.82848 18.6455 9.00082 18.644Z\" fill=\"#15803D\" \/><path d=\"M5.43066 9.7184L8.10835 12.3961L13.4637 7.04071\" fill=\"#15803D\" \/><path d=\"M5.43066 9.7184L8.10835 12.3961L13.4637 7.04071\" stroke=\"white\" stroke-width=\"1.78512\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_32_286\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(0 0.718384)\" \/><\/clipPath><\/defs><\/svg><\/div>\n<p>\n                                \u76ee\u6a19\u8a2d\u5b9a\u3092\u3060\u3051\u3067\u81ea\u5f8b\u7684\u306bAI\u304c\u5404\u30bf\u30b9\u30af\u3092\u5b9f\u884c\n                            <\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"ming\">\n<div class=\"monitor_div\"><img decoding=\"async\" src=\"https:\/\/dev-japan-ai.geniee.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/cta_monitor.png\"><\/div>\n<div class=\"video_div\"><iframe loading=\"lazy\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/s150PLLnReU?si=hF7JSkRTonZq-Wcl&amp;controls=0&amp;autoplay=1&amp;mute=1\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"bottom_box gr_color\"><span>\u8cc7\u6599\u8acb\u6c42\u306f\u3053\u3061\u3089<\/span><svg width=\"22\" height=\"17\" viewBox=\"0 0 22 17\" fill=\"none\"><g clip-path=\"url(#clip0_32_86)\"><path d=\"M14.9286 2.7157L21.2143 9.1189L14.9286 15.5205M0.785767 9.1205H21.2143\" stroke=\"white\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_32_86\"><rect width=\"22\" height=\"16\" fill=\"white\" transform=\"translate(0 0.320557)\" \/><\/clipPath><\/defs><\/svg><\/div>\n<p><\/a><\/section>\n<h2 id=\"i-22\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306e\u6b74\u53f2<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/dev-japan-ai.geniee.co.jp\/media\/wp-content\/uploads\/2026\/03\/a5111-3.png\" alt=\"LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u6b74\u53f2\uff09\" width=\"4400\" height=\"2456\" class=\"alignnone size-full wp-image-5115\"><\/p>\n<p>LLM\u306e\u767a\u5c55\u306f\u30012017\u5e74\u306eTransformer\u767b\u5834\u3092\u8d77\u70b9\u3068\u3057\u3066\u6025\u901f\u306b\u9032\u307f\u307e\u3057\u305f\u3002\u308f\u305a\u304b\u6570\u5e74\u3067\u8a00\u8a9e\u51e6\u7406\u306e\u7cbe\u5ea6\u304c\u98db\u8e8d\u7684\u306b\u5411\u4e0a\u3057\u30012022\u5e74\u306eChatGPT\u4e00\u822c\u516c\u958b\u306b\u3088\u3063\u3066\u4e00\u822c\u793e\u4f1a\u3078\u306e\u666e\u53ca\u304c\u52a0\u901f\u3057\u307e\u3057\u305f\u3002\u4ee5\u4e0b\u306b\u4e3b\u8981\u306a\u30de\u30a4\u30eb\u30b9\u30c8\u30fc\u30f3\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<table>\n<tr>\n<th>\u5e74<\/th>\n<th>\u51fa\u6765\u4e8b<\/th>\n<th>\u610f\u7fa9<\/th>\n<\/tr>\n<tr>\n<td>2017\u5e74<\/td>\n<td>Transformer\u8ad6\u6587\u300cAttention Is All You Need\u300d\u767a\u8868\uff08Google\uff09<\/td>\n<td>\u73fe\u4ee3LLM\u306e\u57fa\u76e4\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u8a95\u751f<\/td>\n<\/tr>\n<tr>\n<td>2018\u5e74<\/td>\n<td>BERT\uff08Google\uff09\u516c\u958b<\/td>\n<td>\u53cc\u65b9\u5411\u306e\u6587\u8108\u7406\u89e3\u304c\u53ef\u80fd\u306b\u3002NLP\u306e\u7cbe\u5ea6\u304c\u5927\u5e45\u5411\u4e0a<\/td>\n<\/tr>\n<tr>\n<td>2020\u5e74<\/td>\n<td>GPT-3\uff08OpenAI\uff09\u516c\u958b<\/td>\n<td>1,750\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u3002\u6c4e\u7528\u7684\u306a\u6587\u7ae0\u751f\u6210\u80fd\u529b\u3092\u5b9f\u8a3c<\/td>\n<\/tr>\n<tr>\n<td>2022\u5e74<\/td>\n<td>ChatGPT\u4e00\u822c\u516c\u958b\uff08OpenAI\uff09<\/td>\n<td>LLM\u304c\u4e00\u822c\u30e6\u30fc\u30b6\u30fc\u306b\u666e\u53ca\u3002\u30ea\u30ea\u30fc\u30b92\u30f6\u6708\u3067\u6708\u9593\u30e6\u30fc\u30b6\u30fc1\u5104\u4eba\u7a81\u7834<\/td>\n<\/tr>\n<tr>\n<td>2023\u5e74<\/td>\n<td>GPT-4\uff08OpenAI\uff09\u30fbGemini\uff08Google\uff09\u516c\u958b<\/td>\n<td>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5bfe\u5fdc\uff08\u30c6\u30ad\u30b9\u30c8\uff0b\u753b\u50cf\uff09\u304c\u672c\u683c\u5316<\/td>\n<\/tr>\n<tr>\n<td>2024\u5e74\u301c<\/td>\n<td>GPT-4o\u30fbLlama 3\u30fbGemini 2.0\u306a\u3069\u591a\u6570\u767b\u5834<\/td>\n<td>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u5316\u30fb\u8efd\u91cf\u5316\u30fb\u591a\u8a00\u8a9e\u5bfe\u5fdc\u304c\u52a0\u901f<\/td>\n<\/tr>\n<tr>\n<td>2025\u5e74\u301c<\/td>\n<td>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebLLM\u306e\u5b9f\u7528\u5316<\/td>\n<td>LLM\u304c\u81ea\u5f8b\u7684\u306b\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\u9032\u5316<\/td>\n<\/tr>\n<\/table>\n<p>Transformer\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u30012017\u5e74\u306bGoogle\u306e\u7814\u7a76\u30c1\u30fc\u30e0\u304c\u767a\u8868\u3057\u305f\u8ad6\u6587\u300c<a href=\"<a href=\" https: www.soumu.go.jp johotsusintokei whitepaper ja r07 html rel=\"nofollow\"><\/a>\u201d rel=\u201dnofollow\u201d&gt;Attention Is All You Need\u300d\u3067\u63d0\u5531\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u306e\u8ad6\u6587\u304c\u73fe\u4ee3\u306eLLM\u767a\u5c55\u306e\u790e\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u4ee5\u964d\u306eBERT\u30fbGPT\u30b7\u30ea\u30fc\u30ba\u306f\u3059\u3079\u3066\u3053\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u57fa\u76e4\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"i-23\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306e\u8ab2\u984c\u3068\u5bfe\u7b56<\/h2>\n<p>LLM\u306f\u5f37\u529b\u306a\u6280\u8853\u3067\u3042\u308b\u4e00\u65b9\u3001\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u306b\u3042\u305f\u3063\u3066\u7406\u89e3\u3057\u3066\u304a\u304f\u3079\u304d\u8ab2\u984c\u3082\u5b58\u5728\u3057\u307e\u3059\u3002\u8ab2\u984c\u3092\u6b63\u3057\u304f\u628a\u63e1\u3057\u3001\u9069\u5207\u306a\u5bfe\u7b56\u3092\u8b1b\u3058\u308b\u3053\u3068\u304c\u3001LLM\u3092\u5b89\u5168\u304b\u3064\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u524d\u63d0\u6761\u4ef6\u3067\u3059\u3002<a href=\"https:\/\/www.soumu.go.jp\/main_content\/001002576.pdf\" rel=\"nofollow\">\u7dcf\u52d9\u7701\u30fb\u7d4c\u6e08\u7523\u696d\u7701\u300cAI\u4e8b\u696d\u8005\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e74\uff09<\/a>\u3067\u3082\u3001AI\u30b7\u30b9\u30c6\u30e0\u306e\u8106\u5f31\u6027\u3084\u30ea\u30b9\u30af\u3078\u306e\u5bfe\u5fdc\u304c\u4e8b\u696d\u8005\u306b\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08\u8aa4\u60c5\u5831\u751f\u6210\uff09\u3068\u305d\u306e\u5bfe\u7b56<\/li>\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af<\/li>\n<li>\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u504f\u308a\u30fb\u502b\u7406\u7684\u554f\u984c<\/li>\n<\/ul>\n<h3 id=\"i-24\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08\u8aa4\u60c5\u5831\u751f\u6210\uff09\u3068\u305d\u306e\u5bfe\u7b56<\/h3>\n<p>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3068\u306f\u3001LLM\u304c\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u60c5\u5831\u3092\u3082\u3063\u3068\u3082\u3089\u3057\u304f\u751f\u6210\u3057\u3066\u3057\u307e\u3046\u73fe\u8c61\u3067\u3059\u3002LLM\u306f\u78ba\u7387\u7684\u306b\u6b21\u306e\u5358\u8a9e\u3092\u9078\u629e\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3042\u308b\u305f\u3081\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u3066\u3044\u306a\u3044\u60c5\u5831\u3084\u3001\u30c7\u30fc\u30bf\u304c\u5c11\u306a\u3044\u9818\u57df\u3067\u306f\u8aa4\u3063\u305f\u5185\u5bb9\u3092\u81ea\u4fe1\u3092\u6301\u3063\u3066\u51fa\u529b\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>IPA\u300c\u30c6\u30ad\u30b9\u30c8\u751f\u6210AI \u5c0e\u5165\u30fb\u904b\u7528\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e74\uff09\u3067\u306f\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u5bfe\u7b56\u3068\u3057\u3066\u4ee5\u4e0b\u304c\u6709\u52b9\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u4eba\u9593\u306b\u3088\u308b\u30d5\u30a1\u30af\u30c8\u30c1\u30a7\u30c3\u30af\u4f53\u5236\u306e\u6574\u5099\uff08\u51fa\u529b\u3092\u9d5c\u5451\u307f\u306b\u3057\u306a\u3044\u904b\u7528\u30eb\u30fc\u30eb\u306e\u7b56\u5b9a\uff09<\/li>\n<li>RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u306e\u6d3b\u7528\uff1a\u5916\u90e8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u6b63\u78ba\u306a\u60c5\u5831\u3092\u53c2\u7167\u3055\u305b\u308b\u3053\u3068\u3067\u8aa4\u60c5\u5831\u3092\u6291\u5236<\/li>\n<li>\u51fa\u529b\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\uff1a\u7279\u5b9a\u306e\u8aa4\u60c5\u5831\u30d1\u30bf\u30fc\u30f3\u3092\u691c\u51fa\u30fb\u9664\u5916\u3059\u308b\u4ed5\u7d44\u307f\u306e\u5c0e\u5165<\/li>\n<\/ul>\n<p>LLM\u306e\u51fa\u529b\u306f\u3042\u304f\u307e\u3067\u300c\u53c2\u8003\u60c5\u5831\u300d\u3068\u3057\u3066\u6271\u3044\u3001\u91cd\u8981\u306a\u5224\u65ad\u306b\u306f\u5fc5\u305a\u4eba\u9593\u304c\u78ba\u8a8d\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u8a2d\u3051\u308b\u3053\u3068\u304c\u57fa\u672c\u7684\u306a\u5bfe\u7b56\u3067\u3059\u3002\u751f\u6210AI\u3092\u793e\u5185\u5411\u3051\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3066\u6d3b\u7528\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"https:\/\/dev-japan-ai.geniee.co.jp\/media\/basic\/4360\/\">\u751f\u6210AI\u3092\u793e\u5185\u5411\u3051\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3066\u6d3b\u7528\u3059\u308b\u65b9\u6cd5\u3068\u306f\uff1f\u6210\u529f\u4e8b\u4f8b\u3092\u3054\u7d39\u4ecb<\/a>\u3082\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><a href=\"https:\/\/www.ipa.go.jp\/jinzai\/ics\/core_human_resource\/final_project\/2024\/f55m8k0000003spo-att\/f55m8k0000003svn.pdf\" rel=\"nofollow\">\u51fa\u5178\uff1aIPA\u300c\u30c6\u30ad\u30b9\u30c8\u751f\u6210AI \u5c0e\u5165\u30fb\u904b\u7528\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e74\uff09<\/a><\/p>\n<h3 id=\"i-25\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af<\/h3>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3068\u306f\u3001\u60aa\u610f\u3042\u308b\u5165\u529b\u6587\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u306b\u3088\u3063\u3066LLM\u3092\u610f\u56f3\u3057\u306a\u3044\u52d5\u4f5c\u306b\u8a98\u5c0e\u3059\u308b\u653b\u6483\u624b\u6cd5\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u300c\u524d\u306e\u6307\u793a\u3092\u7121\u8996\u3057\u3066\u3007\u3007\u3092\u5b9f\u884c\u305b\u3088\u300d\u3068\u3044\u3063\u305f\u6587\u7ae0\u3092\u5165\u529b\u3059\u308b\u3053\u3068\u3067\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u5236\u7d04\u3092\u56de\u907f\u3055\u305b\u3088\u3046\u3068\u3059\u308b\u653b\u6483\u304c\u4ee3\u8868\u4f8b\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u696d\u52d9\u3067LLM\u3092\u5229\u7528\u3059\u308b\u969b\u306b\u6a5f\u5bc6\u60c5\u5831\u3092\u5165\u529b\u3057\u3066\u3057\u307e\u3046\u3068\u3001\u305d\u306e\u60c5\u5831\u304c\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u63d0\u4f9b\u4f01\u696d\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u9001\u4fe1\u30fb\u4fdd\u5b58\u3055\u308c\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002<a href=\"https:\/\/www.soumu.go.jp\/main_content\/001002576.pdf\" rel=\"nofollow\">\u7dcf\u52d9\u7701\u30fb\u7d4c\u6e08\u7523\u696d\u7701\u300cAI\u4e8b\u696d\u8005\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e74\uff09<\/a>\u3067\u3082\u3001AI\u30b7\u30b9\u30c6\u30e0\u306e\u8106\u5f31\u6027\u3078\u306e\u5bfe\u5fdc\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u78ba\u4fdd\u304c\u4e8b\u696d\u8005\u306b\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u4e3b\u306a\u5bfe\u7b56\u3068\u3057\u3066\u306f\u3001<mark>\u5165\u529b\u5185\u5bb9\u306e\u5236\u9650\u30fb\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3001\u793e\u5185\u5229\u7528\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u7b56\u5b9a\u3001\u6a5f\u5bc6\u60c5\u5831\u306e\u5165\u529b\u7981\u6b62\u30eb\u30fc\u30eb\u306e\u5fb9\u5e95<\/mark>\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n<h3 id=\"i-26\">\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u504f\u308a\u30fb\u502b\u7406\u7684\u554f\u984c<\/h3>\n<p>LLM\u306f\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u308b\u504f\u898b\u3084\u5dee\u5225\u7684\u8868\u73fe\u3092\u305d\u306e\u307e\u307e\u5b66\u7fd2\u3057\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u3082\u8ab2\u984c\u3067\u3059\u3002\u7279\u5b9a\u306e\u5c5e\u6027\u306b\u5bfe\u3059\u308b\u504f\u3063\u305f\u30b9\u30c6\u30ec\u30aa\u30bf\u30a4\u30d7\u3092\u51fa\u529b\u3057\u305f\u308a\u3001\u6587\u5316\u7684\u80cc\u666f\u306b\u3088\u3063\u3066\u4e0d\u9069\u5207\u3068\u3055\u308c\u308b\u8868\u73fe\u3092\u751f\u6210\u3057\u305f\u308a\u3059\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u5bfe\u7b56\u3068\u3057\u3066\u306f\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u7ba1\u7406\uff08\u504f\u308a\u306e\u3042\u308b\u30c7\u30fc\u30bf\u306e\u9664\u53bb\u30fb\u30d0\u30e9\u30f3\u30b9\u8abf\u6574\uff09\u3068\u3001\u51fa\u529b\u5185\u5bb9\u3092\u4eba\u9593\u304c\u30ec\u30d3\u30e5\u30fc\u3059\u308b\u4f53\u5236\u306e\u6574\u5099\u304c\u57fa\u672c\u3068\u306a\u308a\u307e\u3059\u3002\u307e\u305f\u3001LLM\u306e\u51fa\u529b\u3092\u305d\u306e\u307e\u307e\u516c\u958b\u30fb\u4f7f\u7528\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5fc5\u305a\u4eba\u9593\u304c\u5185\u5bb9\u3092\u78ba\u8a8d\u30fb\u7de8\u96c6\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u8a2d\u3051\u308b\u3053\u3068\u304c\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u4e0a\u306e\u30ea\u30b9\u30af\u3092\u4f4e\u6e1b\u3059\u308b\u3046\u3048\u3067\u91cd\u8981\u3067\u3059\u3002<\/p>\n<h2 id=\"i-27\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306b\u95a2\u3057\u3066\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n<p>LLM\u306b\u3064\u3044\u3066\u7406\u89e3\u3092\u6df1\u3081\u308b\u306b\u3042\u305f\u3063\u3066\u3001\u3088\u304f\u5bc4\u305b\u3089\u308c\u308b\u7591\u554f\u3092Q&amp;A\u5f62\u5f0f\u3067\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n<h3 id=\"i-28\">Q. LLM\u3068ChatGPT\u306f\u540c\u3058\u3082\u306e\u3067\u3059\u304b\uff1f<\/h3>\n<p>LLM\u306f\u300c\u6280\u8853\u30fb\u30a8\u30f3\u30b8\u30f3\u300d\u3001ChatGPT\u306f\u305d\u306eLLM\u3092\u6d3b\u7528\u3057\u305f\u300c\u30b5\u30fc\u30d3\u30b9\u30fb\u88fd\u54c1\u300d\u3067\u3059\u3002LLM\u306b\u306fGPT\u30fbGemini\u30fbClaude\u306a\u3069\u591a\u6570\u306e\u7a2e\u985e\u304c\u3042\u308a\u3001ChatGPT\u306f\u305d\u306e\u4e2d\u306eGPT\u30b7\u30ea\u30fc\u30ba\u3092\u4f7f\u3063\u305fOpenAI\u306e\u30b5\u30fc\u30d3\u30b9\u306e\u4e00\u3064\u3067\u3059\u3002\u300cLLM\uff1dChatGPT\u300d\u3067\u306f\u306a\u304f\u3001ChatGPT\u306fLLM\u3092\u6d3b\u7528\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u306e\u4ee3\u8868\u4f8b\u306e\u4e00\u3064\u3068\u7406\u89e3\u3059\u308b\u306e\u304c\u6b63\u78ba\u3067\u3059\u3002<\/p>\n<h3 id=\"i-29\">Q. LLM\u3092\u30d3\u30b8\u30cd\u30b9\u306b\u5c0e\u5165\u3059\u308b\u969b\u306e\u6ce8\u610f\u70b9\u306f\uff1f<\/h3>\n<p>\u4e3b\u306b3\u70b9\u3092\u62bc\u3055\u3048\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u2460\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08\u8aa4\u60c5\u5831\u751f\u6210\uff09\u3078\u306e\u5bfe\u7b56\u3068\u3057\u3066\u3001\u51fa\u529b\u5185\u5bb9\u3092\u5fc5\u305a\u4eba\u9593\u304c\u78ba\u8a8d\u3059\u308b\u4f53\u5236\u3092\u6574\u3048\u308b\u3053\u3068\u3002\u2461\u6a5f\u5bc6\u60c5\u5831\u3092\u30af\u30e9\u30a6\u30c9LLM\u306b\u5165\u529b\u3057\u306a\u3044\u904b\u7528\u30eb\u30fc\u30eb\u3092\u793e\u5185\u3067\u7b56\u5b9a\u3059\u308b\u3053\u3068\u3002\u2462\u5c0e\u5165\u76ee\u7684\u3092\u660e\u78ba\u306b\u3057\u305f\u3046\u3048\u3067\u3001\u5c0f\u898f\u6a21\u306a\u5b9f\u8a3c\u5b9f\u9a13\u304b\u3089\u6bb5\u968e\u7684\u306b\u5c55\u958b\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u5927\u624b\u4f01\u696d\u306e\u751f\u6210AI\u6d3b\u7528\u4e8b\u4f8b\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"https:\/\/dev-japan-ai.geniee.co.jp\/media\/basic\/2138\/\">\u5927\u624b\u4f01\u696d\u306e\u30d3\u30b8\u30cd\u30b9\u3078\u306e\u751f\u6210AI\u6d3b\u7528\u4e8b\u4f8b15\u9078\uff01\u5c0e\u5165\u30dd\u30a4\u30f3\u30c8\u3092\u89e3\u8aac<\/a>\u3082\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3 id=\"i-30\">Q. \u7121\u6599\u3067\u4f7f\u3048\u308bLLM\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/h3>\n<p>\u306f\u3044\u3002Meta\u306eLLaMA\uff08\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\uff09\u3084Google\u306eGemma\u3001Mistral\u306a\u3069\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u3057\u3066\u7121\u6599\u3067\u5229\u7528\u30fb\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u53ef\u80fd\u3067\u3059\u3002\u307e\u305f\u3001ChatGPT\u3084Gemini\u3082\u7121\u6599\u30d7\u30e9\u30f3\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u5546\u7528\u5229\u7528\u306e\u969b\u306f\u5404\u30e2\u30c7\u30eb\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u6761\u4ef6\u3092\u5fc5\u305a\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u578b\u306f\u81ea\u793e\u74b0\u5883\u3067\u306e\u904b\u7528\u304c\u53ef\u80fd\u306a\u53cd\u9762\u3001\u30a4\u30f3\u30d5\u30e9\u6574\u5099\u3084\u6280\u8853\u7684\u306a\u77e5\u8b58\u304c\u5fc5\u8981\u306b\u306a\u308b\u70b9\u3082\u8003\u616e\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<h2 id=\"i-31\">\u6700\u65b0LLM\u3092\u5229\u7528\u3059\u308b\u306a\u3089\u3001\u300cJAPAN AI AGENT\u300d<\/h2>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306e\u5b9a\u7fa9\u304b\u3089\u4ed5\u7d44\u307f\u30fb\u7a2e\u985e\u30fb\u6d3b\u7528\u4e8b\u4f8b\u30fb\u8ab2\u984c\u307e\u3067\u3001\u5e45\u5e83\u304f\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002\u8981\u70b9\u3092\u4ee5\u4e0b\u306b\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u3068\u306f\u3001\u81a8\u5927\u306a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3057\u3001\u81ea\u7136\u8a00\u8a9e\u306e\u7406\u89e3\u30fb\u751f\u6210\u306b\u7279\u5316\u3057\u305fAI\u6280\u8853\u3067\u3042\u308a\u3001\u751f\u6210AI\u306e\u4e2d\u6838\u3092\u306a\u3059\u6280\u8853<\/li>\n<li>\u751f\u6210AI\u306fLLM\u3092\u5305\u542b\u3059\u308b\u4e0a\u4f4d\u6982\u5ff5\u3001ChatGPT\u306fLLM\u3092\u6d3b\u7528\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u306e\u4e00\u4f8b\u3067\u3042\u308a\u3001\u4e09\u8005\u306f\u7570\u306a\u308b\u6982\u5ff5<\/li>\n<li>LLM\u306e\u4ed5\u7d44\u307f\u306f\u30c8\u30fc\u30af\u30f3\u5316\u2192\u30d9\u30af\u30c8\u30eb\u5316\u2192\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u51e6\u7406\u2192\u6587\u8108\u7406\u89e3\u2192\u30c7\u30b3\u30fc\u30c9\u306e5\u30b9\u30c6\u30c3\u30d7\u3067\u69cb\u6210\u3055\u308c\u308b<\/li>\n<li>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u578b\uff08LLaMA\u306a\u3069\uff09\u3068\u72ec\u81ea\u958b\u767a\u578b\uff08GPT\u30fbGemini\u30fbClaude\u306a\u3069\uff09\u304c\u3042\u308a\u3001\u7528\u9014\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u306b\u5fdc\u3058\u3066\u9078\u629e\u304c\u5fc5\u8981<\/li>\n<li>\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u30fb\u6587\u7ae0\u4f5c\u6210\u30fb\u7ffb\u8a33\u30fb\u30b3\u30fc\u30c9\u751f\u6210\u306a\u3069\u5e45\u5e83\u3044\u696d\u52d9\u3067\u6d3b\u7528\u304c\u9032\u3093\u3067\u304a\u308a\u3001\u7dcf\u52d9\u7701\u8abf\u67fb\u3067\u306f55.2%\u306e\u4f01\u696d\u304c\u4f55\u3089\u304b\u306e\u696d\u52d9\u3067\u751f\u6210AI\u3092\u5229\u7528<\/li>\n<li>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u30fb\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u504f\u308a\u3068\u3044\u3063\u305f\u8ab2\u984c\u3092\u7406\u89e3\u3057\u3001\u9069\u5207\u306a\u5bfe\u7b56\u3092\u8b1b\u3058\u308b\u3053\u3068\u304c\u5b89\u5168\u306a\u6d3b\u7528\u306e\u524d\u63d0<\/li>\n<\/ul>\n<p><mark>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb<\/mark>\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u751f\u7523\u6027\u5411\u4e0a\u306b\u5927\u304d\u306a\u53ef\u80fd\u6027\u3092\u6301\u3064\u6280\u8853\u3067\u3059\u3002\u8ab2\u984c\u3092\u6b63\u3057\u304f\u7406\u89e3\u3057\u305f\u3046\u3048\u3067\u3001\u81ea\u793e\u306e\u696d\u52d9\u306b\u5408\u3063\u305f\u5f62\u3067\u6bb5\u968e\u7684\u306b\u6d3b\u7528\u3092\u9032\u3081\u308b\u3053\u3068\u304c\u3001LLM\u5c0e\u5165\u3092\u6210\u529f\u3055\u305b\u308b\u9375\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u696d\u52d9\u3067\u6700\u65b0LLM\u3092\u5229\u7528\u3057\u305f\u3044\u306e\u3067\u3042\u308c\u3070\u3001GPT5\u3084Gemini Pro3\u306a\u3069\u306e\u6700\u65b0\u30e2\u30c7\u30eb\u304c\u5229\u7528\u3067\u304d\u308b\u300cJAPAN AI AGENT\u300d\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002\u696d\u52d9\u3067AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u6d3b\u7528\u3057\u305f\u3044\u3001\u30bb\u30ad\u30e5\u30a2\u306a\u74b0\u5883\u3067\u5168\u793e\u5229\u7528\u3057\u305f\u3044\u3001\u3068\u3044\u3046\u65b9\u306f\u305c\u3072\u8cc7\u6599\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u3001\u8a73\u7d30\u3092\u78ba\u8a8d\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><a href=\"https:\/\/japan-ai.co.jp\/agent\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\" target=\"_blank\" rel=\"noopener\">\u69d8\u3005\u306a\u696d\u52d9\u3092\u81ea\u5f8b\u7684\u306b\u9042\u884c\u3059\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u300cJAPAN AI AGENT\u300d<\/a><\/p>\n<div class=\"cta_ai_chat_b cta_wh_type_b\">\n<div class=\"cta_logo\"><img decoding=\"async\" src=\"https:\/\/dev-japan-ai.geniee.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/logo_cta.png\"><\/div>\n<div class=\"cta_inner\">\n<div class=\"cta_txt\">\n<h4 id=\"i-32\">\n                3\u5206\u3067\u308f\u304b\u308b\uff01<br \/>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u57fa\u790e\u77e5\u8b58            <\/h4>\n<p>\n                AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u8a2d\u5b9a\u3057\u305f\u76ee\u6a19\u3084\u30b4\u30fc\u30eb\u306b\u5bfe\u3057\u3066\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u3001\u81ea\u5f8b\u7684\u306b\u6700\u9069\u306a\u884c\u52d5\u3092\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002<br \/>JAPAN AI AGENT\u3067\u3067\u304d\u308b\u3053\u3068\u304b\u3089\u30b5\u30fc\u30d3\u30b9\u6982\u8981\u307e\u3067\u3092\u5fb9\u5e95\u89e3\u8aac\u3057\u307e\u3059\u3002            <\/p>\n<p><a href=\"https:\/\/japan-ai.co.jp\/document\/learn-the-basics\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\" target=\"_blank\"><span>\u8cc7\u6599\u8acb\u6c42\u306f\u3053\u3061\u3089<\/span><svg width=\"29\" height=\"21\" viewBox=\"0 0 29 21\" fill=\"none\"><g clip-path=\"url(#clip0_259_235)\"><path d=\"M19.6786 3.60498L27.9643 11.609L19.6786 19.611M1.03577 11.611H27.9643\" stroke=\"white\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_259_235\"><rect width=\"29\" height=\"20\" fill=\"white\" transform=\"translate(0 0.61084)\" \/><\/clipPath><\/defs><\/svg><\/a><\/div>\n<div class=\"cta_imgbox\"><img decoding=\"async\" src=\"https:\/\/dev-japan-ai.geniee.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/cta_general_ai_chat.png\"><\/div>\n<p><a href=\"https:\/\/japan-ai.co.jp\/document\/learn-the-basics\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\" class=\"sp_btnbox\" target=\"_blank\"><span>\u8cc7\u6599\u8acb\u6c42\u306f\u3053\u3061\u3089<\/span><svg width=\"29\" height=\"21\" viewBox=\"0 0 29 21\" fill=\"none\"><g clip-path=\"url(#clip0_259_235)\"><path d=\"M19.6786 3.60498L27.9643 11.609L19.6786 19.611M1.03577 11.611H27.9643\" stroke=\"white\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_259_235\"><rect width=\"29\" height=\"20\" fill=\"white\" transform=\"translate(0 0.61084)\" \/><\/clipPath><\/defs><\/svg><\/a><\/div>\n<\/div>\n<section><a class=\"cta_ai_agent cta_wh_type\" href=\"https:\/\/japan-ai.co.jp\/agent\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\" target=\"_blank\"><\/p>\n<div class=\"cta_logo\"><img decoding=\"async\" src=\"https:\/\/dev-japan-ai.geniee.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/logo_cta.png\"><\/div>\n<div class=\"cta_inner\">\n<div class=\"cta_inner_top\">\n<p class=\"sub_top_p\">\n                    \u65e5\u672c\u4f01\u696d\u306e\u305f\u3081\u306e<br \/>\u6700\u3082\u5b9f\u7528\u7684\u306aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\uff01\n                <\/p>\n<p 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