{"id":21967,"date":"2026-07-27T05:42:53","date_gmt":"2026-07-26T20:42:53","guid":{"rendered":"https:\/\/genai-ai.co.jp\/ai-kanri\/?p=21967"},"modified":"2026-08-13T23:54:48","modified_gmt":"2026-08-13T14:54:48","slug":"cc-transformer-guide","status":"publish","type":"post","link":"https:\/\/genai-ai.co.jp\/ai-kanri\/blog\/cc-transformer-guide\/","title":{"rendered":"\u30102026\u5e748\u6708\u6700\u65b0\u3011Transformer\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u30fb\u81ea\u5df1\u56de\u5e30\u30e2\u30c7\u30eb\u3068BERT\u3068\u306e\u9055\u3044\u30fb\u30e2\u30c7\u30eb\u7cfb\u8b5c\u3092\u89e3\u8aac"},"content":{"rendered":"\n<style>\n.g-flow-row{display:flex;gap:8px;justify-content:center;flex-wrap:wrap;align-items:center;}\n.g-flow-item{background:linear-gradient(135deg,#1a1a1a,#2a1015);color:#fff;border-radius:8px;padding:16px 14px;min-width:130px;flex:1;text-align:center;}\n.g-flow-arrow{color:#dc2626;font-size:20px;font-weight:700;}\n.g-card-row{display:flex;gap:12px;flex-wrap:wrap;margin:0 0 32px;}\n.g-card-row>div{flex:1;min-width:220px;}\n@media(max-width:600px){\n  .g-flow-row{flex-direction:column;}\n  .g-flow-arrow{transform:rotate(90deg);}\n  .g-card-row{flex-direction:column;}\n  .g-card-row>div{min-width:100%;}\n}\n<\/style>\n\n\n\n<div style=\"margin:0 0 32px;\">\n  <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/07\/thumb-cc-transformer-guide-9.jpg\" alt=\"\u30102026\u5e747\u6708\u6700\u65b0\u3011Transformer\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u30fb\u81ea\u5df1\u56de\u5e30\u30e2\u30c7\u30eb\u3068BERT\u3068\u306e\u9055\u3044\u30fb\u30e2\u30c7\u30eb\u7cfb\u8b5c\u3092\u89e3\u8aac\" style=\"width:100%;height:auto;border-radius:12px;display:block;\">\n<\/div>\n\n\n\n\n\n\n\n<p class=\"wp-block-paragraph\">ChatGPT\u30fbClaude\u30fbBERT\u306a\u3069\u3001\u73fe\u5728\u306eAI\u6280\u8853\u306e\u4e2d\u5fc3\u306b\u3042\u308b\u300cTransformer\u300d\u3068\u3044\u3046\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3002\u3053\u306e\u540d\u524d\u3092\u805e\u3044\u305f\u3053\u3068\u304c\u3042\u3063\u3066\u3082\u3001<strong>\u300c\u306a\u305c\u3053\u308c\u307b\u3069\u591a\u304f\u306eAI\u30b5\u30fc\u30d3\u30b9\u306e\u57fa\u76e4\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u304b\u300d\u3092\u6b63\u78ba\u306b\u8aac\u660e\u3067\u304d\u308b\u65b9\u306f\u591a\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Transformer\u306e\u57fa\u672c\u69cb\u9020\u3001\u5f93\u6765\u624b\u6cd5\uff08RNN\uff09\u3068\u306e\u9055\u3044\u3001\u81ea\u5df1\u56de\u5e30\u30e2\u30c7\u30eb\u3068BERT\u306e\u9055\u3044\u3001\u305d\u3057\u3066Transformer\u304b\u3089\u6d3e\u751f\u3057\u305f\u69d8\u3005\u306a\u30e2\u30c7\u30eb\u306e\u300c\u7cfb\u8b5c\u300d\u307e\u3067\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u305d\u306e\u3046\u3048\u3067\u3001<strong>\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u3053\u306e\u7cfb\u8b5c\u3092\u7406\u89e3\u3057\u3066\u304a\u304f\u5b9f\u52d9\u7684\u306a\u4fa1\u5024<\/strong>\u307e\u3067\u304a\u4f1d\u3048\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"balloon-wrap\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/ceo-sugasawa.jpg\" alt=\"\u4ee3\u8868\u83c5\u6fa4\">\n    <span class=\"balloon-name\">\u4ee3\u8868\u83c5\u6fa4<\/span>\n  <\/div>\n  <div class=\"balloon-body\">Transformer\u3068\u3044\u3046\u8a00\u8449\u306e\u80cc\u5f8c\u306b\u3042\u308b\u6280\u8853\u306f\u3001\u5b9f\u306f2017\u5e74\u306e1\u672c\u306e\u8ad6\u6587\u304b\u3089\u59cb\u307e\u308a\u307e\u3057\u305f\u3002\u4eca\u65e5\u306f\u305d\u306e\u6280\u8853\u304c\u3069\u3046\u3084\u3063\u3066\u4eca\u306eAI\u30d6\u30fc\u30e0\u3092\u652f\u3048\u3066\u3044\u308b\u304b\u3092\u7d10\u89e3\u3044\u3066\u3044\u304d\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n\n<div class=\"balloon-wrap is-right\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/yamazaki-avatar.png\" alt=\"AI\u9b3c\u7ba1\u7406\u5c71\u5d0e\">\n    <span class=\"balloon-name\">AI\u9b3c\u7ba1\u7406\u5c71\u5d0e<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u5c02\u9580\u7528\u8a9e\u304c\u591a\u304f\u767b\u5834\u3057\u307e\u3059\u304c\u3001\u6700\u7d42\u7684\u306b\u304a\u4f1d\u3048\u3057\u305f\u3044\u306e\u306f\u300cAI\u30b5\u30fc\u30d3\u30b9\u306b\u306f\"\u7cfb\u7d71\"\u304c\u3042\u308a\u3001\u305d\u308c\u3092\u77e5\u3063\u3066\u304a\u304f\u3068\u30b5\u30fc\u30d3\u30b9\u9078\u3073\u306e\u89e3\u50cf\u5ea6\u304c\u4e0a\u304c\u308b\u300d\u3068\u3044\u3046\u30b7\u30f3\u30d7\u30eb\u306a\u7d50\u8ad6\u3067\u3059\u3002<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3092\u6700\u5f8c\u307e\u3067\u8aad\u3080\u3068\u3001\u6b21\u306e6\u3064\u304c\u660e\u78ba\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#fafafa;border-radius:8px;padding:16px 20px;margin:16px 0;border-left:4px solid #dc2626;\">\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>Transformer<\/strong>\u304c\u5f93\u6765\u306e\u624b\u6cd5\u3068\u6bd4\u3079\u3066\u4f55\u3092\u5909\u3048\u305f\u306e\u304b<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u30fb\u30c7\u30b3\u30fc\u30c0\u30fc\u30fb\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u30fb\u4f4d\u7f6e\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0<\/strong>\u3068\u3044\u3046\u69cb\u9020\u8981\u7d20<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u81ea\u5df1\u56de\u5e30\u30e2\u30c7\u30eb\uff08GPT\u578b\uff09\u3068BERT<\/strong>\u306e\u9055\u3044<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u3068\u3044\u3046<strong>\u30e2\u30c7\u30eb\u306e\u7cfb\u8b5c<\/strong><\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>Transformer\u304c\u5fdc\u7528\u3055\u308c\u3066\u3044\u308b<strong>\u5e45\u5e83\u3044\u5206\u91ce<\/strong><\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c<strong>\u3053\u306e\u7cfb\u8b5c\u3092\u7406\u89e3\u3057\u3066\u304a\u304f\u5b9f\u52d9\u7684\u306a\u4fa1\u5024<\/strong><\/span><\/div>\n\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-transformer-guide&#038;blog_slug=cc-transformer-guide&#038;seg=default\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-transformer-guide&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-01\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">01<\/span>\n  <span class=\"section-label\" style=\"display:block;\">WHAT IS TRANSFORMER<\/span>\n  <span class=\"section-title\" style=\"display:block;\">Transformer\u3068\u306f\u4f55\u304b<\/span>\n  <span class=\"section-desc\">2017\u5e74\u306e\u8ad6\u6587\u304b\u3089\u59cb\u307e\u3063\u305fAI\u306e\u8ee2\u63db\u70b9<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Transformer\u3068\u306f\u3001<strong>\u6587\u4e2d\u306e\u3059\u3079\u3066\u306e\u5358\u8a9e\u540c\u58eb\u306e\u95a2\u9023\u6027\u3092\u4e26\u5217\u306b\u8a08\u7b97\u3059\u308b\u300c\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\uff08Self-Attention\uff09\u300d\u3092\u4e2d\u6838\u3068\u3057\u305f\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/strong>\u3067\u3059\u30022017\u5e74\u306bGoogle\u306e\u7814\u7a76\u8005\u3089\u304c\u767a\u8868\u3057\u305f\u8ad6\u6587\u300cAttention Is All You Need\u300d\u3067\u63d0\u5531\u3055\u308c\u3001\u305d\u308c\u307e\u3067\u4e3b\u6d41\u3060\u3063\u305fRNN\uff08\u518d\u5e30\u578b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u306b\u4ee3\u308f\u308b\u65b0\u3057\u3044\u8a2d\u8a08\u3068\u3057\u3066\u767b\u5834\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>Transformer<\/strong>\uff1a\u6587\u4e2d\u306e\u3059\u3079\u3066\u306e\u5358\u8a9e\uff08\u30c8\u30fc\u30af\u30f3\uff09\u540c\u58eb\u306e\u95a2\u9023\u6027\u3092\u4e26\u5217\u306b\u8a08\u7b97\u3059\u308b\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u3092\u4e2d\u6838\u3068\u3057\u305f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30022017\u5e74\u306e\u8ad6\u6587\u300cAttention Is All You Need\u300d\u3067\u63d0\u5531\u3055\u308c\u3001\u73fe\u5728\u306eChatGPT\u30fbClaude\u30fbBERT\u306a\u3069\u3001\u4e3b\u8981\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u6280\u8853\u57fa\u76e4\u306b\u306a\u3063\u3066\u3044\u308b\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">1-1. \u5143\u3005\u306f\u300c\u7ffb\u8a33\u300d\u306e\u305f\u3081\u306b\u751f\u307e\u308c\u305f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u610f\u5916\u3068\u77e5\u3089\u308c\u3066\u3044\u307e\u305b\u3093\u304c\u3001Transformer\u306f\u5143\u3005<strong>\u6a5f\u68b0\u7ffb\u8a33\uff08\u3042\u308b\u8a00\u8a9e\u306e\u6587\u7ae0\u3092\u5225\u306e\u8a00\u8a9e\u306b\u5909\u63db\u3059\u308b\u30bf\u30b9\u30af\uff09<\/strong>\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u3059\u3002\u300c\u5165\u529b\u3055\u308c\u305f\u6587\u7ae0\u3092\u8aad\u307f\u53d6\u308b\u90e8\u5206\uff08\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\uff09\u300d\u3068\u300c\u8aad\u307f\u53d6\u3063\u305f\u5185\u5bb9\u304b\u3089\u65b0\u3057\u3044\u6587\u7ae0\u3092\u4f5c\u308b\u90e8\u5206\uff08\u30c7\u30b3\u30fc\u30c0\u30fc\uff09\u300d\u306e\u4e21\u65b9\u3092\u5099\u3048\u305f\u3001\u7ffb\u8a33\u306e\u3088\u3046\u306a\u5165\u529b\u2192\u51fa\u529b\u306e\u5909\u63db\u30bf\u30b9\u30af\u306b\u9069\u3057\u305f\u69cb\u9020\u3068\u3057\u3066\u751f\u307e\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<div style=\"background:#f0fdf4;border:1px solid #22c55e;border-radius:8px;padding:20px 24px;margin:24px 0;\">\n  <div style=\"display:flex;align-items:center;gap:8px;margin-bottom:12px;\">\n    <span style=\"font-size:18px;\">&#128161;<\/span>\n    <strong style=\"color:#16a34a;font-size:15px;\">\u73fe\u5728\u306e\u5fdc\u7528\u7bc4\u56f2\u306f\u5f53\u521d\u306e\u60f3\u5b9a\u3092\u5927\u304d\u304f\u8d85\u3048\u3066\u3044\u308b<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">\u7ffb\u8a33\u7528\u306b\u751f\u307e\u308c\u305fTransformer\u306f\u3001\u305d\u306e\u5f8c\u3001\u6587\u7ae0\u751f\u6210\u30fb\u5206\u985e\u30fb\u753b\u50cf\u8a8d\u8b58\u30fb\u97f3\u58f0\u8a8d\u8b58\u306a\u3069\u3001\u5f53\u521d\u306e\u60f3\u5b9a\u3092\u306f\u308b\u304b\u306b\u8d85\u3048\u308b\u5e45\u5e83\u3044\u5206\u91ce\u306b\u5fdc\u7528\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u306e\u6c4e\u7528\u6027\u306e\u9ad8\u3055\u304c\u3001Transformer\u304c\u300cAI\u6280\u8853\u306e\u5171\u901a\u57fa\u76e4\u300d\u3068\u547c\u3070\u308c\u308b\u7406\u7531\u3067\u3059\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">1-2. \u306a\u305c\u300cAttention\uff08\u6ce8\u610f\uff09\u300d\u3068\u3044\u3046\u540d\u524d\u306a\u306e\u304b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Transformer\u306e\u6838\u5fc3\u6280\u8853\u3067\u3042\u308b\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u306f\u3001\u82f1\u8a9e\u3067\u300cAttention\u300d\u3068\u547c\u3070\u308c\u307e\u3059\u3002\u3053\u306e\u540d\u524d\u306f\u3001<strong>\u4eba\u9593\u304c\u6587\u7ae0\u3092\u8aad\u3080\u3068\u304d\u3001\u3059\u3079\u3066\u306e\u5358\u8a9e\u306b\u5747\u7b49\u306b\u6ce8\u76ee\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u6587\u8108\u306b\u5fdc\u3058\u3066\u7279\u306b\u91cd\u8981\u306a\u5358\u8a9e\u306b\"\u6ce8\u610f\"\u3092\u5411\u3051\u308b<\/strong>\u3068\u3044\u3046\u8a8d\u77e5\u306e\u4ed5\u7d44\u307f\u306b\u7740\u60f3\u3092\u5f97\u3066\u3044\u307e\u3059\u3002AI\u3082\u540c\u69d8\u306b\u3001\u5404\u5358\u8a9e\u304c\u3069\u306e\u5358\u8a9e\u306b\u5f37\u304f\"\u6ce8\u610f\"\u3092\u5411\u3051\u308b\u3079\u304d\u304b\u3092\u5b66\u7fd2\u3059\u308b\u3053\u3068\u3067\u3001\u6587\u8108\u3092\u7684\u78ba\u306b\u6349\u3048\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#f0fdf4;border:1px solid #22c55e;border-radius:8px;padding:20px 24px;margin:24px 0;\">\n  <div style=\"display:flex;align-items:center;gap:8px;margin-bottom:12px;\">\n    <span style=\"font-size:18px;\">&#128161;<\/span>\n    <strong style=\"color:#16a34a;font-size:15px;\">\u8ad6\u6587\u30bf\u30a4\u30c8\u30eb\u306e\u610f\u5473<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">\u63d0\u5531\u8ad6\u6587\u306e\u30bf\u30a4\u30c8\u30eb\u300cAttention Is All You Need\uff08\u6ce8\u610f\u6a5f\u69cb\u3060\u3051\u3067\u5341\u5206\u3060\uff09\u300d\u306f\u3001\u305d\u308c\u307e\u3067\u4e3b\u6d41\u3060\u3063\u305fRNN\u306e\u3088\u3046\u306a\u8907\u96d1\u306a\u69cb\u9020\u3092\u4f7f\u308f\u305a\u3068\u3082\u3001\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u3060\u3051\u3067\u9ad8\u3044\u6027\u80fd\u304c\u5b9f\u73fe\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3057\u305f\u3001\u5f53\u6642\u306eAI\u7814\u7a76\u306b\u304a\u3051\u308b\u5927\u304d\u306a\u9a5a\u304d\u3092\u8868\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-transformer-guide&#038;blog_slug=cc-transformer-guide&#038;seg=default\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-transformer-guide&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-02\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">02<\/span>\n  <span class=\"section-label\" style=\"display:block;\">VS PREVIOUS METHODS<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u5f93\u6765\u306e\u624b\u6cd5\uff08RNN\uff09\u3068\u306e\u9055\u3044<\/span>\n  <span class=\"section-desc\">\u300c\u9806\u756a\u306b\u51e6\u7406\u300d\u304b\u3089\u300c\u4e26\u5217\u306b\u51e6\u7406\u300d\u3078\u306e\u8ee2\u63db<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Transformer\u4ee5\u524d\u306e\u4e3b\u6d41\u3060\u3063\u305fRNN\uff08\u518d\u5e30\u578b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u306f\u3001\u6587\u7ae0\u3092\u5148\u982d\u304b\u30891\u3064\u305a\u3064\u9806\u756a\u306b\u51e6\u7406\u3059\u308b\u8a2d\u8a08\u3067\u3057\u305f\u3002\u3053\u306e\u65b9\u5f0f\u306b\u306f\u3001<strong>\u8a08\u7b97\u3092\u4e26\u5217\u5316\u3057\u306b\u304f\u304f\u3001\u9577\u3044\u6587\u7ae0\u3067\u306f\u53e4\u3044\u60c5\u5831\u3092\u5fd8\u308c\u3084\u3059\u3044<\/strong>\u3068\u3044\u30462\u3064\u306e\u5f31\u70b9\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u9805\u76ee<\/th><th>RNN\uff08\u5f93\u6765\u624b\u6cd5\uff09<\/th><th>Transformer<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u51e6\u7406\u65b9\u5f0f<\/td><td>\u5358\u8a9e\u30921\u3064\u305a\u3064\u9806\u756a\u306b\u51e6\u7406<\/td><td>\u6587\u4e2d\u306e\u3059\u3079\u3066\u306e\u5358\u8a9e\u3092\u4e26\u5217\u306b\u51e6\u7406<\/td><\/tr>\n<tr><td>\u9577\u3044\u6587\u8108\u306e\u6271\u3044<\/td><td>\u53e4\u3044\u60c5\u5831\u3092\u5fd8\u308c\u3084\u3059\u3044\uff08\u52fe\u914d\u6d88\u5931\u554f\u984c\uff09<\/td><td>\u96e2\u308c\u305f\u5358\u8a9e\u540c\u58eb\u306e\u95a2\u4fc2\u3082\u76f4\u63a5\u8a08\u7b97\u3067\u304d\u308b<\/td><\/tr>\n<tr><td>\u5b66\u7fd2\u306e\u4e26\u5217\u5316<\/td><td>\u3057\u306b\u304f\u3044\uff08\u9806\u756a\u306e\u4f9d\u5b58\u95a2\u4fc2\u304c\u3042\u308b\u305f\u3081\uff09<\/td><td>\u4e26\u5217\u5316\u3057\u3084\u3059\u304f\u5927\u898f\u6a21\u5b66\u7fd2\u306b\u5411\u304f<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<p class=\"wp-block-paragraph\">Transformer\u306f\u3001<strong>\u300c\u5358\u8a9e\u30921\u3064\u305a\u3064\u51e6\u7406\u3059\u308b\u300d\u4ee3\u308f\u308a\u306b\u300c\u6587\u4e2d\u306e\u3059\u3079\u3066\u306e\u5358\u8a9e\u540c\u58eb\u306e\u95a2\u9023\u6027\u3092\u3001\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u306b\u3088\u3063\u3066\u4e00\u5ea6\u306b\u8a08\u7b97\u3059\u308b\u300d<\/strong>\u3068\u3044\u3046\u767a\u60f3\u306e\u8ee2\u63db\u306b\u3088\u308a\u3001\u3053\u306e2\u3064\u306e\u5f31\u70b9\u3092\u514b\u670d\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u8ee2\u63db\u304c\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u3067\u306e\u5b66\u7fd2\u3092\u73fe\u5b9f\u7684\u306a\u6642\u9593\u3067\u884c\u3048\u308b\u3088\u3046\u306b\u3057\u3001\u8fd1\u5e74\u306eAI\u306e\u6025\u901f\u306a\u6027\u80fd\u5411\u4e0a\u3092\u652f\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"balloon-wrap is-right\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/yamazaki-avatar.png\" alt=\"AI\u9b3c\u7ba1\u7406\u5c71\u5d0e\">\n    <span class=\"balloon-name\">AI\u9b3c\u7ba1\u7406\u5c71\u5d0e<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u300c\u9806\u756a\u306b\u8aad\u3080\u300d\u304b\u3089\u300c\u5168\u4f53\u3092\u4e00\u5ea6\u306b\u898b\u6e21\u3059\u300d\u3078\u306e\u767a\u60f3\u306e\u8ee2\u63db\u2014\u2014\u3053\u308c\u304cTransformer\u306e\u672c\u8cea\u3067\u3059\u3002\u4eba\u9593\u304c\u6587\u7ae0\u3092\u8aad\u3080\u3068\u304d\u3082\u3001\u5b9f\u306f\u524d\u5f8c\u306e\u6587\u8108\u3092\u884c\u304d\u6765\u3057\u306a\u304c\u3089\u7406\u89e3\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u601d\u3046\u3068\u3001\u3053\u306e\u767a\u60f3\u306f\u7406\u306b\u304b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">2-1. \u300c\u4e26\u5217\u5316\u3057\u3084\u3059\u3044\u300d\u3053\u3068\u304c\u3082\u305f\u3089\u3057\u305f\u7523\u696d\u7684\u306a\u30a4\u30f3\u30d1\u30af\u30c8<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Transformer\u304c\u4e26\u5217\u51e6\u7406\u306b\u9069\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u3001\u5358\u306a\u308b\u6280\u8853\u7684\u306a\u512a\u4f4d\u6027\u306b\u3068\u3069\u307e\u308a\u307e\u305b\u3093\u3002<strong>\u5927\u91cf\u306eGPU\u3092\u540c\u6642\u306b\u7a3c\u50cd\u3055\u305b\u3066\u5b66\u7fd2\u3092\u9ad8\u901f\u5316\u3067\u304d\u308b<\/strong>\u305f\u3081\u3001\u8a08\u7b97\u8cc7\u6e90\u3078\u306e\u6295\u8cc7\u3092\u305d\u306e\u307e\u307e\u6027\u80fd\u5411\u4e0a\u306b\u8ee2\u63db\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u306e\u7279\u6027\u304c\u3001\u8fd1\u5e74\u306e\u300c\u5927\u91cf\u306e\u8a08\u7b97\u8cc7\u6e90\u3092\u6295\u3058\u3066\u3001\u3088\u308a\u5927\u898f\u6a21\u306a\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u3055\u305b\u308b\u300d\u3068\u3044\u3046\u958b\u767a\u7af6\u4e89\u3092\u53ef\u80fd\u306b\u3057\u305f\u7523\u696d\u7684\u306a\u80cc\u666f\u306e\u4e00\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>\u52fe\u914d\u6d88\u5931\u554f\u984c<\/strong>\uff1aRNN\u306e\u3088\u3046\u306a\u9806\u6b21\u51e6\u7406\u578b\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u3001\u5c64\u3084\u30b9\u30c6\u30c3\u30d7\u3092\u91cd\u306d\u308b\u306b\u3064\u308c\u3066\u5b66\u7fd2\u306e\u624b\u304c\u304b\u308a\u3068\u306a\u308b\u52fe\u914d\u304c\u5c0f\u3055\u304f\u306a\u308a\u3001\u53e4\u3044\u60c5\u5831\u306e\u5b66\u7fd2\u304c\u9032\u307f\u306b\u304f\u304f\u306a\u308b\u73fe\u8c61\u3002\u9577\u3044\u6587\u7ae0\u3092\u6271\u3046\u969b\u306e\u7cbe\u5ea6\u4f4e\u4e0b\u306e\u4e00\u56e0\u3068\u3055\u308c\u3001Transformer\u306e\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u306f\u3053\u306e\u554f\u984c\u3092\u56de\u907f\u3057\u3084\u3059\u3044\u8a2d\u8a08\u306b\u306a\u3063\u3066\u3044\u308b\u3002<\/p>\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-transformer-guide&#038;blog_slug=cc-transformer-guide&#038;seg=default\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-transformer-guide&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-03\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">03<\/span>\n  <span class=\"section-label\" style=\"display:block;\">STRUCTURE<\/span>\n  <span class=\"section-title\" style=\"display:block;\">Transformer\u306e\u69cb\u9020<\/span>\n  <span class=\"section-desc\">\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u30fb\u30c7\u30b3\u30fc\u30c0\u30fc\u30fb\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u30fb\u4f4d\u7f6e\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5143\u3005\u306eTransformer\u306f\u3001\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u3068\u30c7\u30b3\u30fc\u30c0\u30fc\u3068\u3044\u30462\u3064\u306e\u90e8\u5206\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u69cb\u6210\u8981\u7d20<\/th><th>\u5f79\u5272<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc<\/td><td>\u5165\u529b\u3055\u308c\u305f\u6587\u7ae0\u3092\u8aad\u307f\u53d6\u308a\u3001\u6587\u8108\u60c5\u5831\u3092\u5727\u7e2e\u3057\u3066\u8868\u73fe\u3059\u308b<\/td><\/tr>\n<tr><td>\u30c7\u30b3\u30fc\u30c0\u30fc<\/td><td>\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u304c\u8aad\u307f\u53d6\u3063\u305f\u60c5\u5831\u3092\u3082\u3068\u306b\u3001\u65b0\u3057\u3044\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<h3 class=\"wp-block-heading\">3-1. \u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\uff1aQuery\u30fbKey\u30fbValue\u3068\u3044\u30463\u3064\u306e\u8996\u70b9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u306f\u3001\u5404\u5358\u8a9e\u3092\u300cQuery\uff08\u4f55\u3092\u77e5\u308a\u305f\u3044\u304b\uff09\u300d\u300cKey\uff08\u4f55\u3092\u6301\u3063\u3066\u3044\u308b\u304b\uff09\u300d\u300cValue\uff08\u5b9f\u969b\u306e\u60c5\u5831\uff09\u300d\u3068\u3044\u30463\u3064\u306e\u8996\u70b9\u306b\u5909\u63db\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u5358\u8a9e\u540c\u58eb\u306e\u95a2\u9023\u5ea6\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068\u3067\u3001<strong>\u300c\u3053\u306e\u5358\u8a9e\u306f\u3001\u6587\u4e2d\u306e\u3069\u306e\u5358\u8a9e\u3068\u5f37\u304f\u95a2\u4fc2\u3057\u3066\u3044\u308b\u304b\u300d<\/strong>\u3092\u5c0e\u304d\u51fa\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>Query\u30fbKey\u30fbValue\uff08\u30af\u30a8\u30ea\u30fb\u30ad\u30fc\u30fb\u30d0\u30ea\u30e5\u30fc\uff09<\/strong>\uff1a\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u304c\u5404\u5358\u8a9e\u306e\u95a2\u9023\u5ea6\u3092\u8a08\u7b97\u3059\u308b\u305f\u3081\u306b\u7528\u3044\u308b3\u7a2e\u985e\u306e\u5185\u90e8\u8868\u73fe\u3002Query\u306f\u300c\u4f55\u3092\u77e5\u308a\u305f\u3044\u304b\u300d\u3001Key\u306f\u300c\u4f55\u3092\u6301\u3063\u3066\u3044\u308b\u304b\u300d\u3001Value\u306f\u300c\u5b9f\u969b\u306b\u53d7\u3051\u6e21\u3059\u60c5\u5831\u300d\u306b\u76f8\u5f53\u3057\u3001Query\u3068Key\u306e\u985e\u4f3c\u5ea6\u3092\u3082\u3068\u306b\u3001Value\u3092\u3069\u308c\u3060\u3051\u91cd\u8996\u3059\u308b\u304b\u306e\u91cd\u307f\u304c\u6c7a\u307e\u308b\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">3-2. \u30de\u30eb\u30c1\u30d8\u30c3\u30c9\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\uff1a\u8907\u6570\u306e\u8996\u70b9\u3067\u540c\u6642\u306b\u898b\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u30921\u56de\u3060\u3051\u8a08\u7b97\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001<strong>\u7570\u306a\u308b\u8996\u70b9\uff08\u30d8\u30c3\u30c9\uff09\u3067\u8907\u6570\u56de\u4e26\u5217\u306b\u8a08\u7b97\u3057\u3001\u305d\u306e\u7d50\u679c\u3092\u7d44\u307f\u5408\u308f\u305b\u308b<\/strong>\u306e\u304c\u300c\u30de\u30eb\u30c1\u30d8\u30c3\u30c9\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u300d\u3067\u3059\u3002\u300c\u6587\u6cd5\u7684\u306a\u3064\u306a\u304c\u308a\u300d\u300c\u610f\u5473\u7684\u306a\u3064\u306a\u304c\u308a\u300d\u306a\u3069\u3001\u7570\u306a\u308b\u7a2e\u985e\u306e\u95a2\u4fc2\u6027\u3092\u540c\u6642\u306b\u6349\u3048\u3089\u308c\u308b\u3088\u3046\u306b\u3059\u308b\u5de5\u592b\u3067\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>\u30de\u30eb\u30c1\u30d8\u30c3\u30c9\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3<\/strong>\uff1a\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u3092\u3001\u7570\u306a\u308b\u8996\u70b9\uff08\u30d8\u30c3\u30c9\uff09\u3067\u8907\u6570\u4e26\u5217\u306b\u8a08\u7b97\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u7d50\u679c\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u4ed5\u7d44\u307f\u3002\u5358\u4e00\u306e\u6ce8\u610f\u6a5f\u69cb\u3060\u3051\u3067\u306f\u6349\u3048\u304d\u308c\u306a\u3044\u3001\u6587\u6cd5\u7684\u30fb\u610f\u5473\u7684\u306a\u3069\u8907\u6570\u7a2e\u985e\u306e\u95a2\u4fc2\u6027\u3092\u540c\u6642\u306b\u5b66\u7fd2\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u5de5\u592b\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">3-3. \u4f4d\u7f6e\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\uff1a\u9806\u5e8f\u60c5\u5831\u3092\u88dc\u3046\u5de5\u592b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u306f\u3001\u6587\u4e2d\u306e\u3059\u3079\u3066\u306e\u5358\u8a9e\u3092\u4e26\u5217\u306b\u51e6\u7406\u3059\u308b\u305f\u3081\u3001<strong>\u672c\u6765\u300c\u3069\u306e\u5358\u8a9e\u304c\u5148\u306b\u6765\u3066\u3001\u3069\u306e\u5358\u8a9e\u304c\u5f8c\u306b\u6765\u308b\u304b\u300d\u3068\u3044\u3046\u9806\u5e8f\u306e\u60c5\u5831\u3092\u6301\u3061\u307e\u305b\u3093\u3002<\/strong>\u3053\u306e\u5f31\u70b9\u3092\u88dc\u3046\u305f\u3081\u3001Transformer\u306f\u5404\u5358\u8a9e\u306e\u4f4d\u7f6e\u60c5\u5831\u3092\u6570\u5024\u3068\u3057\u3066\u57cb\u3081\u8fbc\u307f\u30d9\u30af\u30c8\u30eb\u306b\u8ffd\u52a0\u3059\u308b\u300c\u4f4d\u7f6e\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u300d\u3068\u3044\u3046\u4ed5\u7d44\u307f\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>\u4f4d\u7f6e\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0<\/strong>\uff1a\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u304c\u672c\u6765\u6301\u305f\u306a\u3044\u300c\u5358\u8a9e\u306e\u9806\u5e8f\u300d\u306e\u60c5\u5831\u3092\u88dc\u3046\u305f\u3081\u3001\u5404\u5358\u8a9e\u306e\u4f4d\u7f6e\u306b\u5fdc\u3058\u305f\u6570\u5024\u30d1\u30bf\u30fc\u30f3\u3092\u57cb\u3081\u8fbc\u307f\u30d9\u30af\u30c8\u30eb\u306b\u8ffd\u52a0\u3059\u308b\u4ed5\u7d44\u307f\u3002\u300c\u592a\u90ce\u304c\u82b1\u5b50\u3092\u547c\u3093\u3060\u300d\u3068\u300c\u82b1\u5b50\u304c\u592a\u90ce\u3092\u547c\u3093\u3060\u300d\u306e\u3088\u3046\u306a\u3001\u8a9e\u9806\u306b\u3088\u3063\u3066\u610f\u5473\u304c\u5909\u308f\u308b\u6587\u7ae0\u3092\u6b63\u3057\u304f\u533a\u5225\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u5de5\u592b\u3002<\/p>\n<\/div>\n\n\n\n<div class=\"g-flow-row\" style=\"margin:24px 0;\">\n  <div class=\"g-flow-item\"><strong>\u57cb\u3081\u8fbc\u307f\uff0b\u4f4d\u7f6e\u60c5\u5831<\/strong><br><span style=\"font-size:12px;\">\u5358\u8a9e\u3092\u30d9\u30af\u30c8\u30eb\u5316\u3057<br>\u4f4d\u7f6e\u60c5\u5831\u3092\u4ed8\u52a0<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb<\/strong><br><span style=\"font-size:12px;\">\u5358\u8a9e\u540c\u58eb\u306e<br>\u95a2\u9023\u5ea6\u3092\u8a08\u7b97<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u30d5\u30a3\u30fc\u30c9\u30d5\u30a9\u30ef\u30fc\u30c9\u5c64<\/strong><br><span style=\"font-size:12px;\">\u5404\u4f4d\u7f6e\u3054\u3068\u306b<br>\u60c5\u5831\u3092\u5909\u63db<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u51fa\u529b<\/strong><br><span style=\"font-size:12px;\">\u6b21\u306e\u5c64\u3001\u307e\u305f\u306f<br>\u6700\u7d42\u51fa\u529b\u3078<\/span><\/div>\n<\/div>\n\n\n\n<div style=\"background:#fef2f2;border:2px solid #dc2626;border-radius:8px;padding:20px 24px;margin:24px 0;\">\n  <div style=\"display:flex;align-items:center;gap:8px;margin-bottom:12px;\">\n    <span style=\"font-size:20px;\">&#9888;&#65039;<\/span>\n    <strong style=\"color:#dc2626;font-size:16px;\">\u30c7\u30b3\u30fc\u30c0\u30fc\u306b\u306f\u300c\u898b\u3066\u306f\u3044\u3051\u306a\u3044\u672a\u6765\u300d\u304c\u3042\u308b<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">\u30c7\u30b3\u30fc\u30c0\u30fc\u304c\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\u969b\u306f\u3001\u307e\u3060\u751f\u6210\u3057\u3066\u3044\u306a\u3044\u300c\u672a\u6765\u306e\u5358\u8a9e\u300d\u3092\u5148\u8aad\u307f\u3057\u3066\u3057\u307e\u308f\u306a\u3044\u3088\u3046\u3001\u6ce8\u610f\u6a5f\u69cb\u306b\u5236\u9650\uff08\u30de\u30b9\u30af\uff09\u3092\u304b\u3051\u308b\u300c\u30de\u30b9\u30af\u30c9\u30fb\u30bb\u30eb\u30d5\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u300d\u3068\u3044\u3046\u4ed5\u7d44\u307f\u304c\u4f7f\u308f\u308c\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u6587\u7ae0\u3092\u5de6\u304b\u3089\u53f3\u3078\u3001\u9806\u5e8f\u7acb\u3066\u3066\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">3-4. \u30d5\u30a3\u30fc\u30c9\u30d5\u30a9\u30ef\u30fc\u30c9\u5c64\uff1a\u5404\u4f4d\u7f6e\u3092\u500b\u5225\u306b\u5909\u63db\u3059\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u3067\u5358\u8a9e\u540c\u58eb\u306e\u95a2\u9023\u6027\u3092\u8a08\u7b97\u3057\u305f\u5f8c\u3001\u305d\u306e\u7d50\u679c\u306f\u300c\u30d5\u30a3\u30fc\u30c9\u30d5\u30a9\u30ef\u30fc\u30c9\u5c64\uff08Position-wise Feed Forward Network\uff09\u300d\u3068\u3044\u3046\u5c64\u306b\u6e21\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u3001<strong>\u5404\u5358\u8a9e\u306e\u4f4d\u7f6e\u3054\u3068\u306b\u3001\u72ec\u7acb\u3057\u3066\u975e\u7dda\u5f62\u306a\u5909\u63db\u3092\u52a0\u3048\u308b<\/strong>\u5c64\u3067\u3001\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u304c\u6349\u3048\u305f\u95a2\u4fc2\u6027\u306e\u60c5\u5831\u3092\u3001\u3088\u308a\u8868\u73fe\u529b\u306e\u9ad8\u3044\u5f62\u306b\u6574\u3048\u308b\u5f79\u5272\u3092\u62c5\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>\u30d5\u30a3\u30fc\u30c9\u30d5\u30a9\u30ef\u30fc\u30c9\u5c64<\/strong>\uff1a\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u306e\u51fa\u529b\u3092\u53d7\u3051\u53d6\u308a\u3001\u5404\u5358\u8a9e\uff08\u30c8\u30fc\u30af\u30f3\uff09\u306e\u4f4d\u7f6e\u3054\u3068\u306b\u72ec\u7acb\u3057\u3066\u9069\u7528\u3055\u308c\u308b\u5168\u7d50\u5408\u5c64\u3002\u5358\u8a9e\u540c\u58eb\u306e\u95a2\u4fc2\u6027\u3092\u6349\u3048\u308b\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u306b\u5bfe\u3057\u3001\u30d5\u30a3\u30fc\u30c9\u30d5\u30a9\u30ef\u30fc\u30c9\u5c64\u306f\u5404\u4f4d\u7f6e\u306e\u60c5\u5831\u3092\u3088\u308a\u8907\u96d1\u306a\u5f62\u306b\u5909\u63db\u3059\u308b\u5f79\u5272\u3092\u62c5\u3046\u3002\u3053\u306e2\u3064\u306e\u5c64\uff08\u81ea\u5df1\u6ce8\u610f\uff0b\u30d5\u30a3\u30fc\u30c9\u30d5\u30a9\u30ef\u30fc\u30c9\uff09\u306e\u7d44\u307f\u5408\u308f\u305b\u304c\u3001Transformer\u306e1\u3064\u306e\u57fa\u672c\u30d6\u30ed\u30c3\u30af\u3092\u69cb\u6210\u3059\u308b\u3002<\/p>\n<\/div>\n\n\n\n<div style=\"background:#f0fdf4;border:1px solid #22c55e;border-radius:8px;padding:20px 24px;margin:24px 0;\">\n  <div style=\"display:flex;align-items:center;gap:8px;margin-bottom:12px;\">\n    <span style=\"font-size:18px;\">&#128161;<\/span>\n    <strong style=\"color:#16a34a;font-size:15px;\">\u5168\u4f53\u50cf\u3092\u30b7\u30f3\u30d7\u30eb\u306b\u307e\u3068\u3081\u308b\u3068<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">Transformer\u306e1\u3064\u306e\u5c64\u306f\u3001\u300c\u5358\u8a9e\u540c\u58eb\u306e\u95a2\u4fc2\u6027\u3092\u8a08\u7b97\u3059\u308b\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u300d\u3068\u300c\u5404\u5358\u8a9e\u306e\u60c5\u5831\u3092\u500b\u5225\u306b\u5909\u63db\u3059\u308b\u30d5\u30a3\u30fc\u30c9\u30d5\u30a9\u30ef\u30fc\u30c9\u5c64\u300d\u3068\u3044\u30462\u3064\u306e\u51e6\u7406\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u3067\u304d\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3092\u4f55\u5c64\u3082\u91cd\u306d\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u6587\u8108\u7406\u89e3\u30fb\u8868\u73fe\u529b\u3092\u7372\u5f97\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-transformer-guide&#038;blog_slug=cc-transformer-guide&#038;seg=default\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-transformer-guide&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-04\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">04<\/span>\n  <span class=\"section-label\" style=\"display:block;\">AUTOREGRESSIVE VS BERT<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u81ea\u5df1\u56de\u5e30\u30e2\u30c7\u30eb\u3068BERT\u306e\u9055\u3044<\/span>\n  <span class=\"section-desc\">\u30c7\u30b3\u30fc\u30c0\u30fc\u306e\u307f\u4f7f\u3046\u304b\u3001\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u306e\u307f\u4f7f\u3046\u304b<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Transformer\u306e\u69cb\u9020\uff08\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u30fb\u30c7\u30b3\u30fc\u30c0\u30fc\uff09\u306e\u3046\u3061\u3001<strong>\u3069\u3061\u3089\u3092\u4f7f\u3046\u304b<\/strong>\u306b\u3088\u3063\u3066\u3001\u30e2\u30c7\u30eb\u306e\u6027\u8cea\u306f\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4-1. \u81ea\u5df1\u56de\u5e30\u30e2\u30c7\u30eb\uff1a\u30c7\u30b3\u30fc\u30c0\u30fc\u306e\u307f\u3092\u4f7f\u3046\u751f\u6210\u7279\u5316\u578b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">ChatGPT\u30fbClaude\u306e\u3088\u3046\u306aLLM\u306e\u591a\u304f\u306f\u3001\u30c7\u30b3\u30fc\u30c0\u30fc\u90e8\u5206\u306e\u307f\u3092\u4f7f\u3046\u300c\u81ea\u5df1\u56de\u5e30\u30e2\u30c7\u30eb\u300d\u3067\u3059\u3002<strong>\u76f4\u524d\u307e\u3067\u306b\u751f\u6210\u3057\u305f\u5358\u8a9e\u3092\u3059\u3079\u3066\u8e0f\u307e\u3048\u3066\u3001\u6b21\u306b\u6765\u308b\u5358\u8a9e\u3092\u4e88\u6e2c\u3059\u308b<\/strong>\u3068\u3044\u3046\u51e6\u7406\u3092\u7e70\u308a\u8fd4\u3059\u3053\u3068\u3067\u3001\u6587\u7ae0\u30921\u8a9e\u305a\u3064\u751f\u6210\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>\u81ea\u5df1\u56de\u5e30\u30e2\u30c7\u30eb\uff08Autoregressive Model\uff09<\/strong>\uff1a\u76f4\u524d\u307e\u3067\u306b\u751f\u6210\u3057\u305f\u5358\u8a9e\uff08\u30c8\u30fc\u30af\u30f3\uff09\u3092\u3059\u3079\u3066\u8e0f\u307e\u3048\u3066\u3001\u6b21\u306b\u6765\u308b\u5358\u8a9e\u3092\u4e88\u6e2c\u3059\u308b\u51e6\u7406\u3092\u7e70\u308a\u8fd4\u3057\u306a\u304c\u3089\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\u30e2\u30c7\u30eb\u3002\u300c\u56de\u5e30\u300d\u3068\u3044\u3046\u8a00\u8449\u304c\u4f7f\u308f\u308c\u3066\u3044\u308b\u304c\u3001\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3051\u308b\u56de\u5e30\u5206\u6790\uff08\u6570\u5024\u4e88\u6e2c\uff09\u3068\u306f\u7570\u306a\u308b\u6587\u8108\u306e\u7528\u8a9e\u3067\u3001\u300c\u81ea\u5206\u81ea\u8eab\u306e\u904e\u53bb\u306e\u51fa\u529b\u306b\u7acb\u3061\u8fd4\u3063\u3066\u6b21\u3092\u4e88\u6e2c\u3059\u308b\u300d\u3068\u3044\u3046\u610f\u5473\u5408\u3044\u3092\u6301\u3064\u3002GPT\u7cfb\u306e\u30e2\u30c7\u30eb\u306f\u3053\u306e\u81ea\u5df1\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u4ee3\u8868\u4f8b\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">4-2. BERT\uff1a\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u306e\u307f\u3092\u4f7f\u3046\u7406\u89e3\u7279\u5316\u578b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u65b9\u3001BERT\u306f\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u90e8\u5206\u306e\u307f\u3092\u4f7f\u3046\u8a2d\u8a08\u3067\u3059\u3002\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001<strong>\u4e0e\u3048\u3089\u308c\u305f\u6587\u7ae0\u306e\u610f\u5473\u3092\u53cc\u65b9\u5411\u304b\u3089\u6df1\u304f\u7406\u89e3\u3059\u308b<\/strong>\u3053\u3068\u306b\u7279\u5316\u3057\u3066\u3044\u307e\u3059\u3002BERT\u306e\u8a73\u3057\u3044\u4ed5\u7d44\u307f\u306b\u3064\u3044\u3066\u306f\u3001\u5225\u8a18\u4e8b\u300cBERT\u3068\u306f\uff1f\u300d\u3067\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u3042\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u9805\u76ee<\/th><th>\u81ea\u5df1\u56de\u5e30\u30e2\u30c7\u30eb\uff08GPT\u578b\uff09<\/th><th>BERT<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u4f7f\u7528\u3059\u308b\u90e8\u5206<\/td><td>\u30c7\u30b3\u30fc\u30c0\u30fc\u306e\u307f<\/td><td>\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u306e\u307f<\/td><\/tr>\n<tr><td>\u5f97\u610f\u306a\u3053\u3068<\/td><td>\u6587\u7ae0\u306e\u751f\u6210<\/td><td>\u6587\u7ae0\u306e\u7406\u89e3\u30fb\u5206\u985e<\/td><\/tr>\n<tr><td>\u5b66\u7fd2\u65b9\u5f0f<\/td><td>\u6b21\u306e\u30c8\u30fc\u30af\u30f3\u3092\u4e88\u6e2c\uff08\u81ea\u5df1\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\uff09<\/td><td>\u30de\u30b9\u30af\u3055\u308c\u305f\u5358\u8a9e\u3092\u524d\u5f8c\u306e\u6587\u8108\u304b\u3089\u4e88\u6e2c\uff08MLM\uff09<\/td><\/tr>\n<tr><td>\u6587\u8108\u306e\u8aad\u307f\u65b9<\/td><td>\u4e00\u65b9\u5411\uff08\u305d\u308c\u307e\u3067\u306e\u6587\u8108\u306e\u307f\uff09<\/td><td>\u53cc\u65b9\u5411\uff08\u524d\u5f8c\u4e21\u65b9\u306e\u6587\u8108\uff09<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<div class=\"point-box\">\n  <div class=\"point-title\">\u7d1b\u3089\u308f\u3057\u3044\u300c\u56de\u5e30\u300d\u3068\u3044\u3046\u8a00\u8449\u306b\u6ce8\u610f<\/div>\n  <p>\u300c\u81ea\u5df1\u56de\u5e30\u30e2\u30c7\u30eb\u300d\u306e\u300c\u56de\u5e30\u300d\u306f\u3001\u4ee5\u524d\u306e\u8a18\u4e8b\u3067\u7d39\u4ecb\u3057\u305f\u300c\u56de\u5e30\u5206\u6790\uff08\u6570\u5024\u3092\u4e88\u6e2c\u3059\u308b\u6a5f\u68b0\u5b66\u7fd2\u306e\u624b\u6cd5\uff09\u300d\u3068\u306f<strong>\u307e\u3063\u305f\u304f\u5225\u306e\u610f\u5473\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\u8a00\u8449<\/strong>\u3067\u3059\u3002\u6587\u8108\u306b\u3088\u3063\u3066\u540c\u3058\u6f22\u5b57\u3067\u3082\u6307\u3059\u5185\u5bb9\u304c\u7570\u306a\u308b\u3001\u7d1b\u3089\u308f\u3057\u3044\u5c02\u9580\u7528\u8a9e\u306e\u4e00\u4f8b\u3067\u3059\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">4-1. \u306a\u305c\u4e21\u65b9\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30e2\u30c7\u30eb\u3082\u5b58\u5728\u3059\u308b\u306e\u304b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c5\u7ae0\u3067\u7d39\u4ecb\u3059\u308b\u901a\u308a\u3001T5\u30fbBART\u306e\u3088\u3046\u306b\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u3068\u30c7\u30b3\u30fc\u30c0\u30fc\u306e\u4e21\u65b9\u3092\u4f7f\u3046\u30e2\u30c7\u30eb\u3082\u5b58\u5728\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001<strong>\u300c\u307e\u305a\u6587\u7ae0\u306e\u610f\u5473\u3092\u6df1\u304f\u7406\u89e3\u3057\uff08\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\uff09\u3001\u305d\u306e\u7406\u89e3\u3092\u3082\u3068\u306b\u5225\u306e\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\uff08\u30c7\u30b3\u30fc\u30c0\u30fc\uff09\u300d<\/strong>\u3068\u3044\u3046\u3001\u8981\u7d04\u3084\u7ffb\u8a33\u306e\u3088\u3046\u306a\u30bf\u30b9\u30af\u306b\u9069\u3057\u305f\u69cb\u6210\u3067\u3059\u3002\u7406\u89e3\u3068\u751f\u6210\u306e\u4e21\u65b9\u304c\u5fc5\u8981\u306a\u30bf\u30b9\u30af\u3067\u306f\u3001\u3053\u306e\u7d44\u307f\u5408\u308f\u305b\u578b\u304c\u9078\u3070\u308c\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u3084\u308a\u305f\u3044\u3053\u3068<\/th><th>\u9069\u3057\u305f\u69cb\u6210<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u6587\u7ae0\u306e\u5206\u985e\u30fb\u610f\u56f3\u306e\u7406\u89e3\u306e\u307f<\/td><td>\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u306e\u307f\uff08BERT\u578b\uff09<\/td><\/tr>\n<tr><td>\u30bc\u30ed\u304b\u3089\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\u5bfe\u8a71\u30fb\u57f7\u7b46<\/td><td>\u30c7\u30b3\u30fc\u30c0\u30fc\u306e\u307f\uff08GPT\u578b\uff09<\/td><\/tr>\n<tr><td>\u5165\u529b\u6587\u7ae0\u3092\u7406\u89e3\u3057\u305f\u4e0a\u3067\u3001\u5225\u306e\u6587\u7ae0\u306b\u5909\u63db\u3059\u308b\uff08\u8981\u7d04\u30fb\u7ffb\u8a33\uff09<\/td><td>\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u30fb\u30c7\u30b3\u30fc\u30c0\u30fc\u4e21\u65b9\uff08T5\u578b\uff09<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-transformer-guide&#038;blog_slug=cc-transformer-guide&#038;seg=default\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-transformer-guide&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-05\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">05<\/span>\n  <span class=\"section-label\" style=\"display:block;\">MODEL FAMILY TREE<\/span>\n  <span class=\"section-title\" style=\"display:block;\">Transformer\u30d9\u30fc\u30b9\u30e2\u30c7\u30eb\u306e\u7cfb\u8b5c<\/span>\n  <span class=\"section-desc\">\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u30c7\u30b3\u30fc\u30c0\u30fc\u578b<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Transformer\u3092\u30d9\u30fc\u30b9\u306b\u3057\u305f\u30e2\u30c7\u30eb\u306f\u3001\u4f7f\u7528\u3059\u308b\u90e8\u5206\u306b\u3088\u3063\u30663\u3064\u306e\u7cfb\u7d71\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u7cfb\u7d71<\/th><th>\u4ee3\u8868\u7684\u306a\u30e2\u30c7\u30eb<\/th><th>\u5f97\u610f\u306a\u30bf\u30b9\u30af<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u578b<\/td><td>BERT\u3001RoBERTa<\/td><td>\u6587\u7ae0\u306e\u7406\u89e3\u30fb\u5206\u985e\u30fb\u62bd\u51fa<\/td><\/tr>\n<tr><td>\u30c7\u30b3\u30fc\u30c0\u30fc\u578b<\/td><td>GPT\u30b7\u30ea\u30fc\u30ba\u3001Claude\u30b7\u30ea\u30fc\u30ba<\/td><td>\u6587\u7ae0\u306e\u751f\u6210\u30fb\u5bfe\u8a71<\/td><\/tr>\n<tr><td>\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u30fb\u30c7\u30b3\u30fc\u30c0\u30fc\u578b<\/td><td>T5\u3001BART<\/td><td>\u8981\u7d04\u30fb\u7ffb\u8a33\u306e\u3088\u3046\u306a\u5165\u529b\u2192\u51fa\u529b\u306e\u5909\u63db\u30bf\u30b9\u30af<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u30fb\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u30e2\u30c7\u30eb<\/strong>\uff1aTransformer\u306e\u539f\u578b\u306b\u8fd1\u3044\u3001\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u3068\u30c7\u30b3\u30fc\u30c0\u30fc\u306e\u4e21\u65b9\u3092\u5099\u3048\u305f\u30e2\u30c7\u30eb\u3002\u5165\u529b\u6587\u7ae0\u3092\u7406\u89e3\u3057\u305f\u4e0a\u3067\u3001\u5225\u306e\u5f62\u5f0f\u306e\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\u300c\u8981\u7d04\u300d\u300c\u7ffb\u8a33\u300d\u306e\u3088\u3046\u306a\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u308b\u3002T5\u30fbBART\u306a\u3069\u304c\u4ee3\u8868\u4f8b\u3068\u3055\u308c\u308b\u3002<\/p>\n<\/div>\n\n\n\n<div style=\"background:#f0fdf4;border:1px solid #22c55e;border-radius:8px;padding:20px 24px;margin:24px 0;\">\n  <div style=\"display:flex;align-items:center;gap:8px;margin-bottom:12px;\">\n    <span style=\"font-size:18px;\">&#128161;<\/span>\n    <strong style=\"color:#16a34a;font-size:15px;\">\u7cfb\u7d71\u56f3\u3067\u6349\u3048\u308b\u3068\u7406\u89e3\u304c\u65e9\u3044<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">\u300c\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u578b\uff1d\u8aad\u89e3\u304c\u5f97\u610f\u300d\u300c\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\uff1d\u4f5c\u6587\u304c\u5f97\u610f\u300d\u300c\u4e21\u65b9\u578b\uff1d\u7ffb\u8a33\u30fb\u8981\u7d04\u304c\u5f97\u610f\u300d\u3068\u3044\u3046\u5927\u67a0\u3092\u62bc\u3055\u3048\u3066\u304a\u304f\u3068\u3001\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u540d\u3092\u898b\u305f\u3068\u304d\u306b\u3082\u3001\u304a\u304a\u3088\u305d\u306e\u5f97\u610f\u5206\u91ce\u3092\u63a8\u6e2c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<div class=\"balloon-wrap\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/ceo-sugasawa.jpg\" alt=\"\u4ee3\u8868\u83c5\u6fa4\">\n    <span class=\"balloon-name\">\u4ee3\u8868\u83c5\u6fa4<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u65b0\u3057\u3044AI\u30e2\u30c7\u30eb\u306e\u540d\u524d\u3092\u898b\u308b\u305f\u3073\u306b\u300c\u3053\u308c\u306f\u4f55\u304c\u5f97\u610f\u306a\u3093\u3060\u308d\u3046\u300d\u3068\u601d\u3063\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u3053\u306e3\u3064\u306e\u7cfb\u7d71\u3092\u77e5\u3063\u3066\u3044\u308b\u3060\u3051\u3067\u3001\u5927\u4f53\u306e\u898b\u5f53\u304c\u3064\u304f\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/div>\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-transformer-guide&#038;blog_slug=cc-transformer-guide&#038;seg=default\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-transformer-guide&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-06\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">06<\/span>\n  <span class=\"section-label\" style=\"display:block;\">APPLICATIONS<\/span>\n  <span class=\"section-title\" style=\"display:block;\">Transformer\u306e\u5fdc\u7528\u9818\u57df<\/span>\n  <span class=\"section-desc\">\u8a00\u8a9e\u51e6\u7406\u3092\u8d85\u3048\u3066\u753b\u50cf\u30fb\u97f3\u58f0\u30fb\u52d5\u753b\u751f\u6210\u306b\u3082<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Transformer\u306f\u5f53\u521d\u3001\u6587\u7ae0\u51e6\u7406\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u307e\u3057\u305f\u304c\u3001\u73fe\u5728\u3067\u306f\u305d\u306e\u5fdc\u7528\u7bc4\u56f2\u304c\u5927\u304d\u304f\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u5206\u91ce<\/th><th>\u5fdc\u7528\u4f8b<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406<\/td><td>ChatGPT\u30fbClaude\u7b49\u306e\u5bfe\u8a71AI\u3001\u7ffb\u8a33\u3001\u8981\u7d04<\/td><\/tr>\n<tr><td>\u753b\u50cf\u51e6\u7406<\/td><td>\u753b\u50cf\u306e\u4e00\u90e8\u3092\u300c\u30c8\u30fc\u30af\u30f3\u300d\u306e\u3088\u3046\u306b\u5206\u5272\u3057\u3066\u6271\u3046Vision Transformer\uff08ViT\uff09<\/td><\/tr>\n<tr><td>\u753b\u50cf\u30fb\u52d5\u753b\u751f\u6210<\/td><td>\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u306e\u753b\u50cf\u30fb\u52d5\u753b\u751f\u6210AI\u306e\u4e00\u90e8\u3067\u5fdc\u7528<\/td><\/tr>\n<tr><td>\u97f3\u58f0\u51e6\u7406<\/td><td>\u97f3\u58f0\u8a8d\u8b58\u30fb\u97f3\u58f0\u5408\u6210<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u5fdc\u7528\u7bc4\u56f2\u306e\u5e83\u3055\u3053\u305d\u304c\u3001\u300cTransformer\u306f\u73fe\u4ee3AI\u306e\u5171\u901a\u57fa\u76e4\u3067\u3042\u308b\u300d\u3068\u8a00\u308f\u308c\u308b\u7406\u7531\u3067\u3059\u3002\u6587\u7ae0\u30fb\u753b\u50cf\u30fb\u97f3\u58f0\u3068\u3044\u3046\u7570\u306a\u308b\u30c7\u30fc\u30bf\u5f62\u5f0f\u3067\u3042\u3063\u3066\u3082\u3001<strong>\u300c\u60c5\u5831\u3092\u30c8\u30fc\u30af\u30f3\u306e\u3088\u3046\u306a\u5358\u4f4d\u306b\u5206\u5272\u3057\u3001\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u3067\u95a2\u9023\u6027\u3092\u8a08\u7b97\u3059\u308b\u300d<\/strong>\u3068\u3044\u3046\u57fa\u672c\u767a\u60f3\u306f\u5171\u901a\u3057\u3066\u9069\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">6-1. Vision Transformer\uff08ViT\uff09\u3068\u3044\u3046\u753b\u50cf\u5206\u91ce\u3078\u306e\u5fdc\u7528<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u753b\u50cf\u5206\u91ce\u3078\u306e\u5fdc\u7528\u306e\u4ee3\u8868\u4f8b\u304c\u300cVision Transformer\uff08ViT\uff09\u300d\u3067\u3059\u3002\u753b\u50cf\u3092\u5c0f\u3055\u306a\u6b63\u65b9\u5f62\u306e\u65ad\u7247\uff08\u30d1\u30c3\u30c1\uff09\u306b\u5206\u5272\u3057\u3001\u305d\u308c\u305e\u308c\u3092\u6587\u7ae0\u306e\u5358\u8a9e\u306e\u3088\u3046\u306b\u6271\u3046\u3053\u3068\u3067\u3001\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u306b\u3088\u308b\u753b\u50cf\u8a8d\u8b58\u3092\u53ef\u80fd\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u5f93\u6765\u306e\u753b\u50cf\u8a8d\u8b58\u3067\u4e3b\u6d41\u3060\u3063\u305fCNN\uff08\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u3068\u306f\u7570\u306a\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u3057\u3066\u3001\u8fd1\u5e74\u6025\u901f\u306b\u666e\u53ca\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>Vision Transformer\uff08ViT\uff09<\/strong>\uff1a\u753b\u50cf\u3092\u5c0f\u3055\u306a\u6b63\u65b9\u5f62\u306e\u30d1\u30c3\u30c1\u306b\u5206\u5272\u3057\u3001\u305d\u308c\u305e\u308c\u3092\u6587\u7ae0\u306e\u5358\u8a9e\u306e\u3088\u3046\u306b\u6271\u3046\u3053\u3068\u3067\u3001Transformer\u306e\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u3092\u753b\u50cf\u8a8d\u8b58\u306b\u5fdc\u7528\u3057\u305f\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3002\u5f93\u6765\u4e3b\u6d41\u3060\u3063\u305fCNN\uff08\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u3068\u306f\u7570\u306a\u308b\u767a\u60f3\u3067\u753b\u50cf\u3092\u51e6\u7406\u3059\u308b\u3002<\/p>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u5fdc\u7528\u306e\u5e83\u304c\u308a\u3092\u898b\u308b\u3068\u3001Transformer\u306f<strong>\u300c\u8a00\u8a9e\u30e2\u30c7\u30eb\u300d\u3068\u3044\u3046\u67a0\u3092\u8d85\u3048\u305f\u3001\u6c4e\u7528\u7684\u306a\u60c5\u5831\u51e6\u7406\u306e\u57fa\u76e4\u6280\u8853<\/strong>\u306b\u306a\u308a\u3064\u3064\u3042\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002\u4eca\u5f8c\u3082\u3001\u307e\u3060\u5fdc\u7528\u3055\u308c\u3066\u3044\u306a\u3044\u65b0\u3057\u3044\u5206\u91ce\u3078\u306e\u5c55\u958b\u304c\u7d9a\u304f\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-transformer-guide&#038;blog_slug=cc-transformer-guide&#038;seg=default\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-transformer-guide&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-07\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">07<\/span>\n  <span class=\"section-label\" style=\"display:block;\">PRACTICAL VALUE<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u3010\u72ec\u81ea\u3011\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u300c\u7cfb\u8b5c\u300d\u3092\u77e5\u3063\u3066\u304a\u304f\u5b9f\u52d9\u7684\u306a\u4fa1\u5024<\/span>\n  <span class=\"section-desc\">\u65b0\u3057\u3044AI\u30b5\u30fc\u30d3\u30b9\u306e\u7acb\u3061\u4f4d\u7f6e\u3092\u7d20\u65e9\u304f\u5224\u65ad\u3067\u304d\u308b<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c5\u7ae0\u3067\u7d39\u4ecb\u3057\u305f3\u3064\u306e\u7cfb\u7d71\uff08\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\uff09\u3092\u77e5\u3063\u3066\u304a\u304f\u3068\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u7d4c\u55b6\u8005\u306b\u3082\u5b9f\u52d9\u7684\u306a\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#fafafa;border-radius:8px;padding:16px 20px;margin:16px 0;border-left:4px solid #dc2626;\">\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u65b0\u3057\u3044AI\u30b5\u30fc\u30d3\u30b9\u306e\u767a\u8868\u3092\u898b\u305f\u3068\u304d\u3001\u300c\u3053\u308c\u306f\u751f\u6210\u5bc4\u308a\u304b\u3001\u7406\u89e3\u30fb\u5206\u985e\u5bc4\u308a\u304b\u300d\u3092\u63a8\u6e2c\u3067\u304d\u308b<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u30d9\u30f3\u30c0\u30fc\u304b\u3089\u63d0\u6848\u3092\u53d7\u3051\u305f\u969b\u3001\u300c\u305d\u306eAI\u306f\u3053\u306e\u30bf\u30b9\u30af\u306b\u672c\u5f53\u306b\u5411\u3044\u3066\u3044\u308b\u304b\u300d\u3092\u81ea\u5206\u3067\u5224\u65ad\u3067\u304d\u308b<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u8907\u6570\u306eAI\u30b5\u30fc\u30d3\u30b9\u3092\u6bd4\u8f03\u3059\u308b\u969b\u3001\u5358\u306a\u308b\u6a5f\u80fd\u4e00\u89a7\u3067\u306f\u306a\u304f\u3001\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u7cfb\u7d71\u304b\u3089\u672c\u8cea\u7684\u306a\u9055\u3044\u3092\u7406\u89e3\u3067\u304d\u308b<\/span><\/div>\n\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">7-1. \u300c\u540d\u524d\u300d\u3088\u308a\u300c\u7cfb\u7d71\u300d\u3067\u6349\u3048\u308b\u7fd2\u6163<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u30b5\u30fc\u30d3\u30b9\u306f\u6b21\u3005\u3068\u65b0\u3057\u3044\u540d\u524d\u3067\u767b\u5834\u3057\u307e\u3059\u304c\u3001<strong>\u305d\u306e\u591a\u304f\u306f\u3001\u3053\u306e3\u3064\u306e\u7cfb\u7d71\u306e\u3069\u308c\u304b\u306b\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u307e\u3059\u3002<\/strong>\u65b0\u3057\u3044\u30b5\u30fc\u30d3\u30b9\u540d\u30921\u3064\u305a\u3064\u899a\u3048\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u300c\u3053\u308c\u306f\u3069\u306e\u7cfb\u7d71\u306b\u8fd1\u3044\u304b\u300d\u3068\u3044\u3046\u8996\u70b9\u3067\u6349\u3048\u308b\u7fd2\u6163\u3092\u3064\u3051\u308b\u3068\u3001AI\u95a2\u9023\u306e\u30cb\u30e5\u30fc\u30b9\u3078\u306e\u7406\u89e3\u5ea6\u304c\u5927\u304d\u304f\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:linear-gradient(135deg,#1a1a1a,#2a2015);border-radius:12px;padding:20px 24px;margin:24px 0;display:flex;align-items:center;gap:16px;color:#fff;\">\n  <span style=\"font-size:36px;\">&#127942;<\/span>\n  <div>\n    <div style=\"font-size:13px;color:#f59e0b;font-weight:700;letter-spacing:1px;\">VERDICT<\/div>\n    <div style=\"font-size:18px;font-weight:800;\">\u5f15\u304d\u5206\u3051\u30fb\u4f7f\u3044\u5206\u3051<\/div>\n    <div style=\"font-size:14px;color:rgba(255,255,255,0.7);margin-top:4px;\">\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u306e\u3069\u308c\u304c\u512a\u308c\u3066\u3044\u308b\u3068\u3044\u3046\u8a71\u3067\u306f\u306a\u304f\u3001\u76ee\u7684\u306b\u5fdc\u3058\u305f\u4f7f\u3044\u5206\u3051\u304c\u672c\u8cea\u3002\u751f\u6210\u304c\u76ee\u7684\u306a\u3089\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u3001\u7406\u89e3\u30fb\u5206\u985e\u304c\u76ee\u7684\u306a\u3089\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u578b\u3092\u8ef8\u306b\u691c\u8a0e\u3059\u308b\u306e\u304c\u57fa\u672c\u3002<\/div>\n  <\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">7-2. \u30d9\u30f3\u30c0\u30fc\u306e\u63d0\u6848\u3092\u8a55\u4fa1\u3059\u308b\u969b\u306e\u8cea\u554f\u4f8b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u30d9\u30f3\u30c0\u30fc\u304b\u3089\u63d0\u6848\u3092\u53d7\u3051\u308b\u969b\u3001<strong>\u300c\u3053\u306eAI\u306f\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u306e\u3069\u308c\u306b\u8fd1\u3044\u8a2d\u8a08\u3067\u3059\u304b\u300d<\/strong>\u3068\u8cea\u554f\u3057\u3066\u307f\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002\u660e\u78ba\u306a\u56de\u7b54\u304c\u5f97\u3089\u308c\u306a\u3044\u3001\u3042\u308b\u3044\u306f\u8cea\u554f\u306e\u610f\u56f3\u304c\u4f1d\u308f\u3089\u306a\u3044\u3088\u3046\u3067\u3042\u308c\u3070\u3001\u63d0\u6848\u5185\u5bb9\u306e\u6280\u8853\u7684\u306a\u88cf\u4ed8\u3051\u3092\u614e\u91cd\u306b\u78ba\u8a8d\u3057\u305f\u65b9\u304c\u3088\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<div style=\"background:#f0fdf4;border:1px solid #22c55e;border-radius:8px;padding:20px 24px;margin:24px 0;\">\n  <div style=\"display:flex;align-items:center;gap:8px;margin-bottom:12px;\">\n    <span style=\"font-size:18px;\">&#128161;<\/span>\n    <strong style=\"color:#16a34a;font-size:15px;\">\u5c02\u9580\u7528\u8a9e\u3088\u308a\u300c\u5f97\u610f\u306a\u30bf\u30b9\u30af\u300d\u3067\u78ba\u8a8d\u3059\u308b<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">\u7cfb\u7d71\u306e\u540d\u524d\u3092\u6b63\u78ba\u306b\u805e\u304d\u51fa\u3059\u3053\u3068\u304c\u76ee\u7684\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u300c\u3053\u306eAI\u306f\u751f\u6210\u304c\u5f97\u610f\u306a\u306e\u304b\u3001\u5206\u985e\u30fb\u62bd\u51fa\u304c\u5f97\u610f\u306a\u306e\u304b\u300d\u3092\u78ba\u8a8d\u3067\u304d\u308c\u3070\u3001\u7cfb\u7d71\u3092\u610f\u8b58\u3057\u305f\u8cea\u554f\u306e\u76ee\u7684\u306f\u5341\u5206\u9054\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-transformer-guide&#038;blog_slug=cc-transformer-guide&#038;seg=default\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-transformer-guide&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-08\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">08<\/span>\n  <span class=\"section-label\" style=\"display:block;\">GENAI CASE STUDY<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u3010\u72ec\u81ea\u30c7\u30fc\u30bf\u3011GENAI\u793e\u5185\u3067\u306e\u30e2\u30c7\u30eb\u7cfb\u7d71\u3078\u306e\u5411\u304d\u5408\u3044\u65b9<\/span>\n  <span class=\"section-desc\">\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\uff08\u751f\u6210\u7cfb\uff09\u3092\u696d\u52d9\u306e\u8ef8\u306b\u636e\u3048\u308b\u5224\u65ad<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f0a\u793e\uff08\u682a\u5f0f\u4f1a\u793eGENAI\uff09\u3067\u306f\u3001Claude Max 20x\u30d7\u30e9\u30f3\uff08\u6708\u984d$200\u30fb\u7d0430,000\u5186\uff09\u3092\u5168\u793e\u5951\u7d04\u3057\u3001\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\uff08\u81ea\u5df1\u56de\u5e30\u30e2\u30c7\u30eb\uff09\u3067\u3042\u308bClaude Code\u3092\u696d\u52d9\u306e\u4e2d\u5fc3\u306b\u636e\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u5224\u65ad\u8ef8<\/th><th>\u5f0a\u793e\u306e\u8003\u3048\u65b9<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u4e3b\u306a\u696d\u52d9\u30cb\u30fc\u30ba<\/td><td>\u8a18\u4e8b\u57f7\u7b46\u30fb\u8cc7\u6599\u4f5c\u6210\u30fb\u63d0\u6848\u66f8\u4f5c\u6210\u306a\u3069\u3001\u751f\u6210\u30bf\u30b9\u30af\u304c\u4e2d\u5fc3<\/td><\/tr>\n<tr><td>\u9078\u3093\u3060\u7cfb\u7d71<\/td><td>\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\uff08\u751f\u6210\u7279\u5316\uff09\u306eClaude Code\u3092\u8ef8\u306b\u636e\u3048\u308b<\/td><\/tr>\n<tr><td>\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u578b\u30e2\u30c7\u30eb\u306e\u5229\u7528<\/td><td>\u73fe\u6642\u70b9\u3067\u306f\u5c02\u7528\u30e2\u30c7\u30eb\u3092\u5225\u9014\u5c0e\u5165\u3057\u3066\u3044\u306a\u3044<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f0a\u793e\u306e\u696d\u52d9\u3067\u306f\u300c\u65b0\u3057\u3044\u6587\u7ae0\u30fb\u8cc7\u6599\u3092\u751f\u6210\u3059\u308b\u300d\u30bf\u30b9\u30af\u304c\u5727\u5012\u7684\u306b\u591a\u3044\u305f\u3081\u3001<strong>\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u30e2\u30c7\u30eb\u3092\u4e2d\u5fc3\u306b\u636e\u3048\u308b\u5224\u65ad\u306f\u5408\u7406\u7684<\/strong>\u3060\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002\u3082\u3057\u4eca\u5f8c\u3001\u5927\u91cf\u306e\u6587\u66f8\u3092\u5206\u985e\u30fb\u62bd\u51fa\u3059\u308b\u5c02\u7528\u306e\u4ed5\u7d44\u307f\u304c\u5fc5\u8981\u306b\u306a\u3063\u305f\u5834\u5408\u306f\u3001\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u578b\u30e2\u30c7\u30eb\uff08BERT\u7cfb\uff09\u306e\u6d3b\u7528\u3092\u6539\u3081\u3066\u691c\u8a0e\u3059\u308b\u4f59\u5730\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"balloon-wrap is-right\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/yamazaki-avatar.png\" alt=\"AI\u9b3c\u7ba1\u7406\u5c71\u5d0e\">\n    <span class=\"balloon-name\">AI\u9b3c\u7ba1\u7406\u5c71\u5d0e<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u300c\u3046\u3061\u306e\u696d\u52d9\u306f\u751f\u6210\u304c\u4e2d\u5fc3\u304b\u3001\u5206\u985e\u30fb\u62bd\u51fa\u304c\u4e2d\u5fc3\u304b\u300d\u3092\u6700\u521d\u306b\u898b\u6975\u3081\u308b\u3053\u3068\u304c\u3001\u3069\u306e\u7cfb\u7d71\u306eAI\u3092\u8ef8\u306b\u636e\u3048\u308b\u3079\u304d\u304b\u306e\u5224\u65ad\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">8-1. \u7cfb\u7d71\u3092\u610f\u8b58\u3059\u308b\u3053\u3068\u306e\u526f\u6b21\u7684\u306a\u52b9\u679c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u30e2\u30c7\u30eb\u3092\u8ef8\u306b\u636e\u3048\u308b\u3068\u3044\u3046\u5224\u65ad\u3092\u660e\u78ba\u306b\u3057\u305f\u3053\u3068\u3067\u3001\u5f0a\u793e\u3067\u306f<strong>\u65b0\u3057\u3044AI\u30c4\u30fc\u30eb\u3092\u691c\u8a0e\u3059\u308b\u969b\u3082\u300c\u3053\u308c\u306f\u6211\u3005\u306e\u751f\u6210\u4e2d\u5fc3\u306e\u696d\u52d9\u306b\u5408\u3046\u304b\u300d\u3068\u3044\u3046\u4e00\u8cab\u3057\u305f\u57fa\u6e96\u3067\u8a55\u4fa1\u3067\u304d\u308b<\/strong>\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u7cfb\u7d71\u3068\u3044\u3046\u8ef8\u3092\u6301\u305f\u305a\u306b\u30c4\u30fc\u30eb\u3092\u6bd4\u8f03\u3057\u3066\u3044\u305f\u9803\u3068\u6bd4\u3079\u3001\u9078\u5b9a\u306b\u304b\u304b\u308b\u6642\u9593\u304c\u5927\u304d\u304f\u77ed\u7e2e\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-transformer-guide&#038;blog_slug=cc-transformer-guide&#038;seg=default\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-transformer-guide&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-09\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">09<\/span>\n  <span class=\"section-label\" style=\"display:block;\">CONCLUSION<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u307e\u3068\u3081<\/span>\n  <span class=\"section-desc\">\u7cfb\u7d71\u3092\u7406\u89e3\u3059\u308c\u3070\u3001\u65b0\u3057\u3044AI\u30b5\u30fc\u30d3\u30b9\u3082\u7d20\u65e9\u304f\u8aad\u307f\u89e3\u3051\u308b<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Transformer\u306e\u57fa\u672c\u69cb\u9020\u3001\u5f93\u6765\u624b\u6cd5\uff08RNN\uff09\u3068\u306e\u9055\u3044\u3001\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u30fb\u30c7\u30b3\u30fc\u30c0\u30fc\u30fb\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u30fb\u4f4d\u7f6e\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3068\u3044\u3046\u69cb\u9020\u8981\u7d20\u3001\u81ea\u5df1\u56de\u5e30\u30e2\u30c7\u30eb\u3068BERT\u306e\u9055\u3044\u3001\u30e2\u30c7\u30eb\u306e\u7cfb\u8b5c\u3001\u5fdc\u7528\u9818\u57df\u3001\u305d\u3057\u3066\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u3053\u306e\u7cfb\u8b5c\u3092\u7406\u89e3\u3059\u308b\u5b9f\u52d9\u7684\u306a\u4fa1\u5024\u307e\u3067\u3092\u6574\u7406\u3057\u307e\u3057\u305f\u3002\u6700\u5f8c\u306b\u30dd\u30a4\u30f3\u30c8\u3092\u632f\u308a\u8fd4\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#fafafa;border-radius:8px;padding:16px 20px;margin:16px 0;border-left:4px solid #dc2626;\">\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>Transformer\u306f2017\u5e74\u306e\u8ad6\u6587\u3067\u63d0\u5531\u3055\u308c\u305f\u3001\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u3092\u4e2d\u6838\u3068\u3059\u308b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u5358\u8a9e\u3092\u4e26\u5217\u51e6\u7406\u3059\u308b\u3053\u3068\u3067\u3001RNN\u306e\u5f31\u70b9\uff08\u4e26\u5217\u5316\u3057\u306b\u304f\u3055\u30fb\u9577\u671f\u8a18\u61b6\u306e\u5f31\u3055\uff09\u3092\u514b\u670d\u3057\u305f<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u306f\u7406\u89e3\u3001\u30c7\u30b3\u30fc\u30c0\u30fc\u306f\u751f\u6210\u3068\u3044\u3046\u5f79\u5272\u5206\u62c5\u304c\u3042\u308b<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u81ea\u5df1\u56de\u5e30\u30e2\u30c7\u30eb\uff08GPT\u578b\uff09\u306f\u30c7\u30b3\u30fc\u30c0\u30fc\u306e\u307f\u3001BERT\u306f\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u306e\u307f\u3092\u4f7f\u7528\u3059\u308b<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u30e2\u30c7\u30eb\u306f\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u306e3\u7cfb\u7d71\u306b\u5927\u5225\u3067\u304d\u308b<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>Transformer\u306f\u8a00\u8a9e\u51e6\u7406\u3092\u8d85\u3048\u3001\u753b\u50cf\u30fb\u97f3\u58f0\u30fb\u52d5\u753b\u751f\u6210\u306b\u3082\u5fdc\u7528\u3055\u308c\u3066\u3044\u308b<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>GENAI\u3067\u306f\u751f\u6210\u30bf\u30b9\u30af\u4e2d\u5fc3\u306e\u696d\u52d9\u7279\u6027\u304b\u3089\u3001\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u30e2\u30c7\u30eb\u3092\u8ef8\u306b\u696d\u52d9\u3092\u7d44\u307f\u7acb\u3066\u3066\u3044\u308b<\/span><\/div>\n\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u3082\u91cd\u8981\u306a\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u304a\u4f1d\u3048\u3057\u307e\u3059\u3002<strong>Transformer\u306e\u6570\u5f0f\u3084\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u8a73\u7d30\u3092\u6697\u8a18\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/strong>\u300c\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u300d\u3068\u3044\u30463\u3064\u306e\u7cfb\u7d71\u3092\u62bc\u3055\u3048\u3066\u304a\u304f\u3060\u3051\u3067\u3001\u6b21\u3005\u3068\u767b\u5834\u3059\u308b\u65b0\u3057\u3044AI\u30b5\u30fc\u30d3\u30b9\u306e\u7acb\u3061\u4f4d\u7f6e\u3092\u3001\u7d20\u65e9\u304f\u898b\u6975\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2017\u5e74\u306e1\u672c\u306e\u8ad6\u6587\u304b\u3089\u59cb\u307e\u3063\u305f\u3053\u306e\u6280\u8853\u306f\u3001\u308f\u305a\u304b\u6570\u5e74\u3067\u8a00\u8a9e\u30fb\u753b\u50cf\u30fb\u97f3\u58f0\u30fb\u52d5\u753b\u3068\u3044\u3046\u5e45\u5e83\u3044\u5206\u91ce\u306e\u5171\u901a\u57fa\u76e4\u3078\u3068\u767a\u5c55\u3057\u307e\u3057\u305f\u3002\u4eca\u5f8c\u3082\u65b0\u3057\u3044\u5fdc\u7528\u5148\u304c\u767b\u5834\u3059\u308b\u305f\u3073\u306b\u3001\u300c\u3053\u308c\u306f\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u578b\u304b\u3001\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u304b\u3001\u305d\u308c\u3068\u3082\u4e21\u65b9\u578b\u304b\u300d\u3068\u3044\u3046\u8996\u70b9\u3067\u6349\u3048\u308b\u3053\u3068\u3067\u3001\u5909\u5316\u306e\u901f\u3044AI\u696d\u754c\u306e\u52d5\u5411\u306b\u3082\u632f\u308a\u56de\u3055\u308c\u305a\u306b\u3064\u3044\u3066\u3044\u3051\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c02\u9580\u7528\u8a9e\u30921\u3064\u305a\u3064\u6697\u8a18\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3088\u308a\u3082\u3001\u3053\u306e\u8a18\u4e8b\u3067\u7d39\u4ecb\u3057\u305f\u300c\u7cfb\u7d71\u300d\u3068\u3044\u3046\u8003\u3048\u65b9\u306e\u578b\u3092\u6301\u3061\u5e30\u3063\u3066\u3044\u305f\u3060\u304f\u3053\u3068\u306e\u65b9\u304c\u3001\u9577\u3044\u76ee\u3067\u898b\u3066\u306f\u308b\u304b\u306b\u5f79\u7acb\u3064\u306f\u305a\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"balloon-wrap\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/ceo-sugasawa.jpg\" alt=\"\u4ee3\u8868\u83c5\u6fa4\">\n    <span class=\"balloon-name\">\u4ee3\u8868\u83c5\u6fa4<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u5f0a\u793e\u3067\u306f\u300cAI\u9b3c\u7ba1\u7406\u300d\u3068\u3044\u3046\u30b5\u30fc\u30d3\u30b9\u3067\u3001Transformer\u7cfb\u306eAI\u6280\u8853\u3092\u542b\u3081\u305f\u696d\u52d9\u6d3b\u7528\u306e\u8a2d\u8a08\u304b\u3089\u4f34\u8d70\u307e\u3067\u652f\u63f4\u3057\u3066\u3044\u307e\u3059\u3002\u300c\u65b0\u3057\u3044AI\u30b5\u30fc\u30d3\u30b9\u304c\u591a\u3059\u304e\u3066\u3001\u4f55\u3092\u9078\u3079\u3070\u3044\u3044\u304b\u5206\u304b\u3089\u306a\u3044\u300d\u3068\u3044\u3046\u6bb5\u968e\u304b\u3089\u3067\u3082\u3001\u304a\u6c17\u8efd\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">AI\u30b5\u30fc\u30d3\u30b9\u306e\u300c\u7cfb\u7d71\u300d\u3092\u8e0f\u307e\u3048\u305f\u9078\u5b9a\u3092\u3001AI\u9b3c\u7ba1\u7406\u304c\u4e00\u7dd2\u306b\u6574\u7406\u3057\u307e\u3059<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6570\u3048\u5207\u308c\u306a\u3044AI\u30b5\u30fc\u30d3\u30b9\u3082\u3001\u7cfb\u7d71\u3067\u6349\u3048\u308c\u3070\u9078\u3073\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<br>\u5f0a\u793e\u306e\u5b9f\u904b\u7528\u30ce\u30a6\u30cf\u30a6\u3092\u30d9\u30fc\u30b9\u306b\u3001\u500b\u5225\u306b\u3054\u76f8\u8ac7\u3092\u627f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"balloon-wrap is-right\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/yamazaki-avatar.png\" alt=\"AI\u9b3c\u7ba1\u7406\u5c71\u5d0e\">\n    <span class=\"balloon-name\">AI\u9b3c\u7ba1\u7406\u5c71\u5d0e<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u300c\u65b0\u3057\u3044AI\u30b5\u30fc\u30d3\u30b9\u304c\u51fa\u308b\u305f\u3073\u306b\u6df7\u4e71\u3057\u3066\u3057\u307e\u3046\u300d\u3068\u3044\u3046\u65b9\u306b\u6700\u9069\u3067\u3059\u3002\u307e\u305a\u306f\u7121\u6599\u76f8\u8ac7\u3067\u3001\u8cb4\u793e\u306e\u696d\u52d9\u306b\u5408\u3063\u305f\u7cfb\u7d71\u306eAI\u3092\u4e00\u7dd2\u306b\u898b\u3064\u3051\u307e\u3057\u3087\u3046\u3002<\/div>\n<\/div>\n\n\n\n<div style=\"background:#fff;border:2px solid #eee;border-radius:16px;padding:32px 20px;margin:48px 0 16px;\">\n  <p style=\"text-align:center;font-size:13px;font-weight:700;color:#dc2626;letter-spacing:2px;margin:0 0 12px;\">NEXT STEP<\/p>\n  <p style=\"text-align:center;font-size:22px;font-weight:800;line-height:1.5;color:#1a1a1a;margin:0 0 24px;\">\u3053\u306e\u8a18\u4e8b\u306e\u5185\u5bb9\u3092\u3001\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u3067<br>\u5b9f\u8df5\u3057\u3066\u307f\u307e\u305b\u3093\u304b\uff1f<\/p>\n  <div style=\"display:flex;gap:16px;flex-wrap:wrap;justify-content:center;\">\n    <div style=\"flex:1 1 300px;max-width:560px;background:#fafafa;border:1px solid #eee;border-radius:12px;overflow:hidden;display:flex;flex-direction:column;\">\n      <img src=\"https:\/\/genai-ai.co.jp\/img\/flagship-onikanri.png\" alt=\"AI\u9b3c\u7ba1\u7406 \u2014 Claude Code\u5c0e\u5165\u652f\u63f4\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\" loading=\"lazy\" decoding=\"async\" style=\"width:100%;height:auto;aspect-ratio:16\/9;object-fit:cover;display:block;\">\n      <div style=\"padding:20px 20px 24px;display:flex;flex-direction:column;flex:1;\">\n        <p style=\"font-size:13px;color:#dc2626;font-weight:700;margin:0 0 8px;\">AI\u6d3b\u7528\u3092\u81ea\u793e\u3067\u56de\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u305f\u3044\u65b9\u3078<\/p>\n        <p style=\"font-size:20px;font-weight:800;color:#1a1a1a;margin:0 0 12px;\">AI\u9b3c\u7ba1\u7406<\/p>\n        <p style=\"font-size:14px;color:#555;margin:0 0 20px;line-height:1.7;\">Claude Code\u30fbCowork\u5c0e\u5165\u652f\u63f4\u304b\u3089\u696d\u52d9\u8a2d\u8a08\u30fb\u793e\u5185\u6d78\u900f\u307e\u3067\u5b9f\u8df5\u30d9\u30fc\u30b9\u3067\u4f34\u8d70\u3002\u300c\u81ea\u793e\u3067\u56de\u305b\u308b\u7d44\u7e54\u300d\u309290\u65e5\u3067\u4f5c\u308b\u7d4c\u55b6\u8005\u5411\u3051\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3002<\/p>\n        <div style=\"text-align:center;margin-top:auto;\">\n          <a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&utm_medium=article&utm_campaign=cc-transformer-guide&utm_content=next-step-cta\" target=\"_blank\" rel=\"noopener\" style=\"display:inline-block;background:#dc2626;color:#fff;font-weight:700;font-size:15px;padding:14px 32px;border-radius:30px;text-decoration:none;\">AI\u9b3c\u7ba1\u7406\u3092\u8a73\u3057\u304f\u898b\u308b \u2192<\/a>\n        <\/div>\n      <\/div>\n    <\/div>\n    <div style=\"flex:1 1 300px;max-width:560px;background:#fafafa;border:1px solid #eee;border-radius:12px;overflow:hidden;display:flex;flex-direction:column;\">\n      <img src=\"https:\/\/genai-ai.co.jp\/img\/flagship-aibpo.png\" alt=\"AIBPO by AI\u9b3c\u7ba1\u7406 \u2014 \u5b9a\u578b\u696d\u52d9\u306e\u4e38\u3054\u3068\u4ee3\u884c\" loading=\"lazy\" decoding=\"async\" style=\"width:100%;height:auto;aspect-ratio:16\/9;object-fit:cover;display:block;\">\n      <div style=\"padding:20px 20px 24px;display:flex;flex-direction:column;flex:1;\">\n        <p style=\"font-size:13px;color:#dc2626;font-weight:700;margin:0 0 8px;\">\u696d\u52d9\u3092\u4e38\u3054\u3068\u4efb\u305b\u305f\u3044\u65b9\u3078<\/p>\n        <p style=\"font-size:20px;font-weight:800;color:#1a1a1a;margin:0 0 12px;\">AIBPO by AI\u9b3c\u7ba1\u7406<\/p>\n        <p style=\"font-size:14px;color:#555;margin:0 0 20px;line-height:1.7;\">\u8acb\u6c42\u51e6\u7406\u30fb\u30c7\u30fc\u30bf\u5165\u529b\u30fb\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306a\u3069\u306e\u5b9a\u578b\u696d\u52d9\u3092\u3001AI\u00d7\u4eba\u306e\u54c1\u8cea\u7ba1\u7406\u4f53\u5236\u3067\u4e38\u3054\u3068\u4ee3\u884c\u3002\u3044\u307e\u306e\u30b3\u30b9\u30c8\u306e50%\u76ee\u5b89\u3067\u3001\u65e5\u3005\u306f\u6210\u679c\u7269\u3092\u627f\u8a8d\u3059\u308b\u3060\u3051\u3002<\/p>\n        <div style=\"text-align:center;margin-top:auto;\">\n          <a href=\"https:\/\/genai-ai.co.jp\/ai-kanri\/ai-bpo\/?utm_source=blog&utm_medium=article&utm_campaign=cc-transformer-guide&utm_content=next-step-cta-bpo\" target=\"_blank\" rel=\"noopener\" style=\"display:inline-block;background:#dc2626;color:#fff;font-weight:700;font-size:15px;padding:14px 32px;border-radius:30px;text-decoration:none;\">AIBPO\u3092\u8a73\u3057\u304f\u898b\u308b \u2192<\/a>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"faq\">\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Q. ChatGPT\u3084Claude\u306f\u3001\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u306e\u3069\u3061\u3089\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u3044\u305a\u308c\u3082\u4e3b\u306b\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\uff08\u81ea\u5df1\u56de\u5e30\u30e2\u30c7\u30eb\uff09\u306b\u5206\u985e\u3055\u308c\u307e\u3059\u3002\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u306b\u7279\u5316\u3057\u305f\u8a2d\u8a08\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u300c\u81ea\u5df1\u56de\u5e30\u30e2\u30c7\u30eb\u300d\u306e\u300c\u56de\u5e30\u300d\u306f\u3001\u7d71\u8a08\u5b66\u306e\u56de\u5e30\u5206\u6790\u3068\u95a2\u4fc2\u304c\u3042\u308a\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u95a2\u4fc2\u3042\u308a\u307e\u305b\u3093\u3002\u540c\u3058\u300c\u56de\u5e30\u300d\u3068\u3044\u3046\u6f22\u5b57\u304c\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u7d71\u8a08\u5b66\u306e\u56de\u5e30\u5206\u6790\uff08\u6570\u5024\u3092\u4e88\u6e2c\u3059\u308b\u624b\u6cd5\uff09\u3068\u306f\u7570\u306a\u308b\u6587\u8108\u306e\u5c02\u9580\u7528\u8a9e\u3067\u3001\u300c\u81ea\u5206\u81ea\u8eab\u306e\u904e\u53bb\u306e\u51fa\u529b\u306b\u7acb\u3061\u8fd4\u3063\u3066\u6b21\u3092\u4e88\u6e2c\u3059\u308b\u300d\u3068\u3044\u3046\u610f\u5473\u3067\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. BERT\u3068GPT\u3001\u3069\u3061\u3089\u306e\u65b9\u304c\u65b0\u3057\u3044\u6280\u8853\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u3069\u3061\u3089\u3082Transformer\u3068\u3044\u3046\u540c\u3058\u6280\u8853\u57fa\u76e4\u3092\u3082\u3068\u306b\u30012018\u5e74\u524d\u5f8c\u3068\u3044\u3046\u8fd1\u3044\u6642\u671f\u306b\u767a\u8868\u3055\u308c\u307e\u3057\u305f\u3002\u65b0\u3057\u3055\u306e\u512a\u52a3\u3067\u306f\u306a\u304f\u3001\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u3092\u4f7f\u3046\u304b\u30c7\u30b3\u30fc\u30c0\u30fc\u3092\u4f7f\u3046\u304b\u3068\u3044\u3046\u8a2d\u8a08\u601d\u60f3\u306e\u9055\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u306a\u305cTransformer\u306f\u753b\u50cf\u3084\u97f3\u58f0\u306b\u3082\u5fdc\u7528\u3067\u304d\u308b\u306e\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u753b\u50cf\u3092\u5c0f\u3055\u306a\u30d1\u30c3\u30c1\uff08\u65ad\u7247\uff09\u306b\u3001\u97f3\u58f0\u3092\u77ed\u3044\u533a\u9593\u306b\u5206\u5272\u3057\u3066\u300c\u30c8\u30fc\u30af\u30f3\u300d\u306e\u3088\u3046\u306b\u6271\u3046\u3053\u3068\u3067\u3001\u6587\u7ae0\u306e\u5358\u8a9e\u5217\u3092\u51e6\u7406\u3059\u308b\u306e\u3068\u540c\u3058\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u306e\u4ed5\u7d44\u307f\u3092\u5fdc\u7528\u3067\u304d\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u304cTransformer\u306e\u6570\u5f0f\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002\u300c\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u300d\u3068\u3044\u30463\u3064\u306e\u7cfb\u7d71\u3068\u3001\u305d\u308c\u305e\u308c\u306e\u5f97\u610f\u5206\u91ce\u3092\u62bc\u3055\u3048\u3066\u304a\u3051\u3070\u3001\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u4f1a\u8a71\u3084AI\u30b5\u30fc\u30d3\u30b9\u9078\u5b9a\u306b\u306f\u5341\u5206\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u81ea\u793e\u306e\u696d\u52d9\u306b\u306f\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u578b\u3001\u3069\u3061\u3089\u304c\u5411\u3044\u3066\u3044\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u300c\u65b0\u3057\u3044\u6587\u7ae0\u30fb\u8cc7\u6599\u3092\u4f5c\u308a\u305f\u3044\u300d\u3068\u3044\u3046\u751f\u6210\u5bc4\u308a\u306e\u696d\u52d9\u304c\u591a\u3044\u306a\u3089\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\uff08ChatGPT\u30fbClaude\u7b49\uff09\u3001\u300c\u5927\u91cf\u306e\u6587\u66f8\u3092\u5206\u985e\u30fb\u62bd\u51fa\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u7406\u89e3\u5bc4\u308a\u306e\u696d\u52d9\u304c\u591a\u3044\u306a\u3089\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u578b\uff08BERT\u7cfb\uff09\u306e\u6d3b\u7528\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u4f4d\u7f6e\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u304c\u306a\u3044\u3068\u3001Transformer\u306f\u3069\u3046\u306a\u308a\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u5358\u8a9e\u306e\u9806\u5e8f\u60c5\u5831\u304c\u5931\u308f\u308c\u3001\u300c\u592a\u90ce\u304c\u82b1\u5b50\u3092\u547c\u3093\u3060\u300d\u3068\u300c\u82b1\u5b50\u304c\u592a\u90ce\u3092\u547c\u3093\u3060\u300d\u306e\u3088\u3046\u306a\u8a9e\u9806\u3067\u610f\u5473\u304c\u5909\u308f\u308b\u6587\u7ae0\u3092\u6b63\u3057\u304f\u533a\u5225\u3067\u304d\u306a\u304f\u306a\u308a\u307e\u3059\u3002\u4f4d\u7f6e\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306f\u3001Transformer\u304c\u6587\u7ae0\u306e\u610f\u5473\u3092\u6b63\u78ba\u306b\u6349\u3048\u308b\u305f\u3081\u306b\u6b20\u304b\u305b\u306a\u3044\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u30de\u30eb\u30c1\u30d8\u30c3\u30c9\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u306e\u300c\u30d8\u30c3\u30c9\u300d\u3068\u306f\u4f55\u3092\u6307\u3057\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u3092\u4e26\u5217\u306b\u8a08\u7b97\u3059\u308b\u969b\u306e\u3001\u305d\u308c\u305e\u308c\u72ec\u7acb\u3057\u305f\u8a08\u7b97\u306e\u5358\u4f4d\u3092\u6307\u3057\u307e\u3059\u3002\u8907\u6570\u306e\u30d8\u30c3\u30c9\u304c\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u89b3\u70b9\uff08\u6587\u6cd5\u7684\u306a\u3064\u306a\u304c\u308a\u3001\u610f\u5473\u7684\u306a\u3064\u306a\u304c\u308a\u7b49\uff09\u3067\u5358\u8a9e\u540c\u58eb\u306e\u95a2\u4fc2\u6027\u3092\u6349\u3048\u3001\u305d\u306e\u7d50\u679c\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u8c4a\u304b\u306a\u6587\u8108\u7406\u89e3\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"mainEntity\": [\n    {\n      \"@type\": \"Question\",\n      \"name\": \"ChatGPT\u3084Claude\u306f\u3001\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u306e\u3069\u3061\u3089\u3067\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u3044\u305a\u308c\u3082\u4e3b\u306b\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\uff08\u81ea\u5df1\u56de\u5e30\u30e2\u30c7\u30eb\uff09\u306b\u5206\u985e\u3055\u308c\u307e\u3059\u3002\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u306b\u7279\u5316\u3057\u305f\u8a2d\u8a08\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u300c\u81ea\u5df1\u56de\u5e30\u30e2\u30c7\u30eb\u300d\u306e\u300c\u56de\u5e30\u300d\u306f\u3001\u7d71\u8a08\u5b66\u306e\u56de\u5e30\u5206\u6790\u3068\u95a2\u4fc2\u304c\u3042\u308a\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u95a2\u4fc2\u3042\u308a\u307e\u305b\u3093\u3002\u540c\u3058\u300c\u56de\u5e30\u300d\u3068\u3044\u3046\u6f22\u5b57\u304c\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u7d71\u8a08\u5b66\u306e\u56de\u5e30\u5206\u6790\uff08\u6570\u5024\u3092\u4e88\u6e2c\u3059\u308b\u624b\u6cd5\uff09\u3068\u306f\u7570\u306a\u308b\u6587\u8108\u306e\u5c02\u9580\u7528\u8a9e\u3067\u3001\u300c\u81ea\u5206\u81ea\u8eab\u306e\u904e\u53bb\u306e\u51fa\u529b\u306b\u7acb\u3061\u8fd4\u3063\u3066\u6b21\u3092\u4e88\u6e2c\u3059\u308b\u300d\u3068\u3044\u3046\u610f\u5473\u3067\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"BERT\u3068GPT\u3001\u3069\u3061\u3089\u306e\u65b9\u304c\u65b0\u3057\u3044\u6280\u8853\u3067\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u3069\u3061\u3089\u3082Transformer\u3068\u3044\u3046\u540c\u3058\u6280\u8853\u57fa\u76e4\u3092\u3082\u3068\u306b\u30012018\u5e74\u524d\u5f8c\u3068\u3044\u3046\u8fd1\u3044\u6642\u671f\u306b\u767a\u8868\u3055\u308c\u307e\u3057\u305f\u3002\u65b0\u3057\u3055\u306e\u512a\u52a3\u3067\u306f\u306a\u304f\u3001\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u3092\u4f7f\u3046\u304b\u30c7\u30b3\u30fc\u30c0\u30fc\u3092\u4f7f\u3046\u304b\u3068\u3044\u3046\u8a2d\u8a08\u601d\u60f3\u306e\u9055\u3044\u3067\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u306a\u305cTransformer\u306f\u753b\u50cf\u3084\u97f3\u58f0\u306b\u3082\u5fdc\u7528\u3067\u304d\u308b\u306e\u3067\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u753b\u50cf\u3092\u5c0f\u3055\u306a\u30d1\u30c3\u30c1\uff08\u65ad\u7247\uff09\u306b\u3001\u97f3\u58f0\u3092\u77ed\u3044\u533a\u9593\u306b\u5206\u5272\u3057\u3066\u300c\u30c8\u30fc\u30af\u30f3\u300d\u306e\u3088\u3046\u306b\u6271\u3046\u3053\u3068\u3067\u3001\u6587\u7ae0\u306e\u5358\u8a9e\u5217\u3092\u51e6\u7406\u3059\u308b\u306e\u3068\u540c\u3058\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u306e\u4ed5\u7d44\u307f\u3092\u5fdc\u7528\u3067\u304d\u308b\u305f\u3081\u3067\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u304cTransformer\u306e\u6570\u5f0f\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002\u300c\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u300d\u3068\u3044\u30463\u3064\u306e\u7cfb\u7d71\u3068\u3001\u305d\u308c\u305e\u308c\u306e\u5f97\u610f\u5206\u91ce\u3092\u62bc\u3055\u3048\u3066\u304a\u3051\u3070\u3001\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u4f1a\u8a71\u3084AI\u30b5\u30fc\u30d3\u30b9\u9078\u5b9a\u306b\u306f\u5341\u5206\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u81ea\u793e\u306e\u696d\u52d9\u306b\u306f\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\u30fb\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u578b\u3001\u3069\u3061\u3089\u304c\u5411\u3044\u3066\u3044\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u300c\u65b0\u3057\u3044\u6587\u7ae0\u30fb\u8cc7\u6599\u3092\u4f5c\u308a\u305f\u3044\u300d\u3068\u3044\u3046\u751f\u6210\u5bc4\u308a\u306e\u696d\u52d9\u304c\u591a\u3044\u306a\u3089\u30c7\u30b3\u30fc\u30c0\u30fc\u578b\uff08ChatGPT\u30fbClaude\u7b49\uff09\u3001\u300c\u5927\u91cf\u306e\u6587\u66f8\u3092\u5206\u985e\u30fb\u62bd\u51fa\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u7406\u89e3\u5bc4\u308a\u306e\u696d\u52d9\u304c\u591a\u3044\u306a\u3089\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u578b\uff08BERT\u7cfb\uff09\u306e\u6d3b\u7528\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u4f4d\u7f6e\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u304c\u306a\u3044\u3068\u3001Transformer\u306f\u3069\u3046\u306a\u308a\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u5358\u8a9e\u306e\u9806\u5e8f\u60c5\u5831\u304c\u5931\u308f\u308c\u3001\u300c\u592a\u90ce\u304c\u82b1\u5b50\u3092\u547c\u3093\u3060\u300d\u3068\u300c\u82b1\u5b50\u304c\u592a\u90ce\u3092\u547c\u3093\u3060\u300d\u306e\u3088\u3046\u306a\u8a9e\u9806\u3067\u610f\u5473\u304c\u5909\u308f\u308b\u6587\u7ae0\u3092\u6b63\u3057\u304f\u533a\u5225\u3067\u304d\u306a\u304f\u306a\u308a\u307e\u3059\u3002\u4f4d\u7f6e\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306f\u3001Transformer\u304c\u6587\u7ae0\u306e\u610f\u5473\u3092\u6b63\u78ba\u306b\u6349\u3048\u308b\u305f\u3081\u306b\u6b20\u304b\u305b\u306a\u3044\u4ed5\u7d44\u307f\u3067\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u30de\u30eb\u30c1\u30d8\u30c3\u30c9\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u306e\u300c\u30d8\u30c3\u30c9\u300d\u3068\u306f\u4f55\u3092\u6307\u3057\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\u3092\u4e26\u5217\u306b\u8a08\u7b97\u3059\u308b\u969b\u306e\u3001\u305d\u308c\u305e\u308c\u72ec\u7acb\u3057\u305f\u8a08\u7b97\u306e\u5358\u4f4d\u3092\u6307\u3057\u307e\u3059\u3002\u8907\u6570\u306e\u30d8\u30c3\u30c9\u304c\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u89b3\u70b9\uff08\u6587\u6cd5\u7684\u306a\u3064\u306a\u304c\u308a\u3001\u610f\u5473\u7684\u306a\u3064\u306a\u304c\u308a\u7b49\uff09\u3067\u5358\u8a9e\u540c\u58eb\u306e\u95a2\u4fc2\u6027\u3092\u6349\u3048\u3001\u305d\u306e\u7d50\u679c\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u8c4a\u304b\u306a\u6587\u8108\u7406\u89e3\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\"\n      }\n    }\n  ]\n}\n<\/script>\n\n\n\n<!-- RELATED_ARTICLES_START --><div class=\"related-articles related-v2\"><h3>\u95a2\u9023\u8a18\u4e8b \u2014 \u7528\u8a9e\u89e3\u8aac\u30ab\u30c6\u30b4\u30ea\u304b\u3089<\/h3><div class=\"rel-grid\"><a href=\"https:\/\/genai-ai.co.jp\/ai-kanri\/blog\/hub-ai-yogo\/\" class=\"rel-card rel-pillar\"><span class=\"rel-cat\">\u67f1\u8a18\u4e8b<\/span><span class=\"rel-title\">\u30102026\u5e748\u6708\u6700\u65b0\u3011AI\u7528\u8a9e\u306e\u5b8c\u5168\u30ac\u30a4\u30c9\uff5c\u7d4c\u55b6\u8005\u304c\u77e5\u3063\u3066\u304a\u304f\u3079\u304d\u57fa\u672c\u7528\u8a9e\u3092\u3084\u3055\u3057\u304f\u89e3\u8aac<\/span><\/a><a href=\"https:\/\/genai-ai.co.jp\/ai-kanri\/blog\/cc-ai-beginners-guide-2\/\" class=\"rel-card rel-pillar\"><span class=\"rel-cat\">\u67f1\u8a18\u4e8b<\/span><span class=\"rel-title\">\u30102026\u5e748\u6708\u6700\u65b0\u3011AI\u5165\u9580\u5b8c\u5168\u30ac\u30a4\u30c9\uff5c\u7d4c\u55b6\u8005\u30fb\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u4eca\u3059\u3050\u62bc\u3055\u3048\u308b\u3079\u304d\u57fa\u790e\u77e5\u8b58\u3068\u5b9f\u8df5\u306e\u7b2c\u4e00\u6b69<\/span><\/a><a href=\"https:\/\/genai-ai.co.jp\/ai-kanri\/blog\/cc-bert-guide\/\" class=\"rel-card rel-sibling\"><span 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class=\"rel-title\">\u30102026\u5e748\u6708\u6700\u65b0\u3011Python\u3067\u30b2\u30fc\u30e0\u306f\u4f5c\u308c\u308b\uff1fPygame\u30fbKivy\u30fbUnity\u306e\u9078\u3073\u65b9\u304b\u3089\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u793e\u5185\u30c4\u30fc\u30eb\u3092AI\u3067\u5185\u88fd\u5316\u3059\u308b\u65b9\u6cd5\u307e\u3067<\/span><\/a><a href=\"https:\/\/genai-ai.co.jp\/ai-kanri\/blog\/cc-vs-genspark-09\/\" class=\"rel-card rel-winner\"><span class=\"rel-cat\">\u4eba\u6c17\u8a18\u4e8b<\/span><span class=\"rel-title\">\u30102026\u5e748\u6708\u6700\u65b0\u3011Claude Code vs Genspark \u5fb9\u5e95\u6bd4\u8f03\uff5c6\u3064\u306e\u8ef8\u3067\u6b63\u76f4\u306b\u52dd\u6557\u3092\u3064\u3051\u305f\u7d50\u679c<\/span><\/a><a href=\"https:\/\/genai-ai.co.jp\/ai-kanri\/blog\/cc-claude-code-guide\/\" class=\"rel-card rel-bridge\"><span class=\"rel-cat\">\u6df1\u5800\u308a<\/span><span class=\"rel-title\">\u30102026\u5e748\u6708\u6700\u65b0\u3011Claude Code\u3068\u306f\uff1f\u3067\u304d\u308b\u3053\u3068\u30fb\u4f7f\u3044\u65b9\u30fb\u6599\u91d1\u3092\u5b9f\u904b\u7528\u30c7\u30fc\u30bf\u3067\u5fb9\u5e95\u89e3\u8aac<\/span><\/a><a href=\"https:\/\/genai-ai.co.jp\/ai-kanri\/blog\/cc-transformer-overview\/\" class=\"rel-card rel-related\"><span class=\"rel-cat\">\u95a2\u9023<\/span><span class=\"rel-title\">\u30102026\u5e748\u6708\u6700\u65b0\u3011Transformer\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u81ea\u5df1\u56de\u5e30\u30e2\u30c7\u30eb\u30fbBERT\u3068\u306e\u9055\u3044\u3092\u7d4c\u55b6\u8005\u5411\u3051\u306b\u89e3\u8aac\uff5cClaude Code\u306e\u571f\u53f0\u6280\u8853<\/span><\/a><\/div><\/div><!-- RELATED_ARTICLES_END 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