{"id":6901,"date":"2026-05-21T05:32:42","date_gmt":"2026-05-20T20:32:42","guid":{"rendered":"https:\/\/genai-ai.co.jp\/ai-kanri\/blog\/cc-ilya-sutskever-reading-list\/"},"modified":"2026-07-02T02:42:55","modified_gmt":"2026-07-01T17:42:55","slug":"cc-ilya-sutskever-reading-list","status":"publish","type":"post","link":"https:\/\/genai-ai.co.jp\/ai-kanri\/blog\/cc-ilya-sutskever-reading-list\/","title":{"rendered":"\u30102026\u5e747\u6708\u6700\u65b0\u3011\u30a4\u30ea\u30e4\u30fb\u30b5\u30c4\u30b1\u30d0\u30fc\u304c\u53b3\u9078\u3057\u305fAI\u8ad6\u6587\u30ea\u30b9\u30c8\u5b8c\u5168\u89e3\u8aac\uff5c\u5143OpenAI\u4e3b\u4efb\u79d1\u5b66\u8005\u306e\u5fc5\u8aad\u8ad6\u658730\u9078\u3068\u5b9f\u52d9\u3078\u306e\u6d3b\u304b\u3057\u65b9"},"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\/05\/thumb-cc-ilya-sutskever-reading-list.jpg\" alt=\"\u30102026\u5e745\u6708\u6700\u65b0\u3011\u30a4\u30ea\u30e4\u30fb\u30b5\u30c4\u30b1\u30d0\u30fc\u304c\u53b3\u9078\u3057\u305fAI\u8ad6\u6587\u30ea\u30b9\u30c8\u5b8c\u5168\u89e3\u8aac\uff5c\u5143OpenAI\u4e3b\u4efb\u79d1\u5b66\u8005\u306e\u5fc5\u8aad\u8ad6\u658730\u9078\u3068\u5b9f\u52d9\u3078\u306e\u6d3b\u304b\u3057\u65b9\" style=\"width:100%;height:auto;border-radius:12px;display:block;\">\n<\/div>\n\n\n\n<div style=\"background:#f8f9fa;border-radius:12px;padding:24px 28px;margin:0 0 32px;border-left:4px solid #dc2626;\">\n  <p style=\"font-size:15px;font-weight:700;color:#1a1a1a;margin:0 0 16px;\">\u3053\u306e\u8a18\u4e8b\u306e\u5185\u5bb9<\/p>\n  <ol style=\"margin:0;padding-left:20px;font-size:14px;line-height:2.2;list-style:none;\">\n    <li><a href=\"#sec-01\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">01<\/span>\u30a4\u30ea\u30e4\u30fb\u30b5\u30c4\u30b1\u30d0\u30fc\u3068\u306f \u2500\u2500 AI\u53f2\u3092\u52d5\u304b\u3057\u305f\u5929\u624d\u79d1\u5b66\u8005<\/a><\/li>\n    <li><a href=\"#sec-02\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">02<\/span>\u30b5\u30c4\u30b1\u30d0\u30fc\u63a8\u85a6\u30ea\u30b9\u30c8\u3010\u6df1\u5c64\u5b66\u7fd2\u306e\u57fa\u790e\u3011 \u2500\u2500 \u5168\u3066\u306e\u51fa\u767a\u70b9<\/a><\/li>\n    <li><a href=\"#sec-03\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">03<\/span>\u30b5\u30c4\u30b1\u30d0\u30fc\u63a8\u85a6\u30ea\u30b9\u30c8\u3010\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u9769\u547d\u3011 \u2500\u2500 Transformer\u4ee5\u524d\u3068\u4ee5\u5f8c<\/a><\/li>\n    <li><a href=\"#sec-04\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">04<\/span>\u30b5\u30c4\u30b1\u30d0\u30fc\u63a8\u85a6\u30ea\u30b9\u30c8\u3010\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3068\u5fdc\u7528\u3011 \u2500\u2500 \u5927\u898f\u6a21\u5316\u306e\u6cd5\u5247<\/a><\/li>\n    <li><a href=\"#sec-05\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">05<\/span>\u30b5\u30c4\u30b1\u30d0\u30fc\u63a8\u85a6\u30ea\u30b9\u30c8\u3010\u7406\u8ad6\u30fb\u54f2\u5b66\u7684\u57fa\u76e4\u3011 \u2500\u2500 AI\u306e\u672c\u8cea\u3092\u554f\u3046<\/a><\/li>\n    <li><a href=\"#sec-06\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">06<\/span>\u3010\u72ec\u81ea\u3011\u8ad6\u6587\u3092\u300c\u8aad\u307e\u305a\u306b\u7406\u89e3\u3059\u308b\u300d\u305f\u3081\u306eClaude Code\u6d3b\u7528\u6cd5<\/a><\/li>\n    <li><a href=\"#sec-07\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">07<\/span>\u3010\u72ec\u81ea\u3011\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u8ad6\u6587\u30ea\u30b9\u30c8\u304b\u3089\u8aad\u307f\u89e3\u304f\u300cAI\u7d4c\u55b6\u306e5\u3064\u306e\u539f\u5247\u300d<\/a><\/li>\n    <li><a href=\"#sec-08\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">08<\/span>\u307e\u3068\u3081 \u2500\u2500 \u8ad6\u6587\u3092\u5b66\u3076\u3053\u3068\u306f\u3001AI\u306e\u672a\u6765\u306b\u6295\u8cc7\u3059\u308b\u3053\u3068<\/a><\/li>\n    <li><a href=\"#faq\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">FAQ<\/span>\u3088\u304f\u3042\u308b\u8cea\u554f<\/a><\/li>\n  <\/ol>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u300cAI\u8ad6\u6587\u300d\u3068\u805e\u3044\u305f\u77ac\u9593\u306b\u3001\u300c\u81ea\u5206\u306b\u306f\u95a2\u4fc2\u306a\u3044\u300d\u3068\u601d\u3063\u305f\u65b9\u3053\u305d\u3001\u3053\u306e\u8a18\u4e8b\u3092\u6700\u5f8c\u307e\u3067\u8aad\u3093\u3067\u3044\u305f\u3060\u304d\u305f\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a4\u30ea\u30e4\u30fb\u30b5\u30c4\u30b1\u30d0\u30fc\uff08Ilya Sutskever\uff09\u306f\u3001OpenAI\u306e\u5171\u540c\u5275\u696d\u8005\u3067\u3042\u308a\u5143\u4e3b\u4efb\u79d1\u5b66\u8005\u3002ChatGPT\u306e\u57fa\u76e4\u3068\u306a\u3063\u305fGPT\u30b7\u30ea\u30fc\u30ba\u306e\u958b\u767a\u3092\u6280\u8853\u9762\u3067\u4e3b\u5c0e\u3057\u305f\u3001\u73fe\u4ee3AI\u53f2\u306b\u304a\u3051\u308b\u6700\u91cd\u8981\u4eba\u7269\u306e\u4e00\u4eba\u3067\u3059\u3002\u305d\u306e\u30b5\u30c4\u30b1\u30d0\u30fc\u304c\u300c<strong>AI\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u5fc5\u305a\u8aad\u3080\u3079\u304d<\/strong>\u300d\u3068\u3057\u3066\u53b3\u9078\u3057\u305f\u8ad6\u6587\u30ea\u30b9\u30c8\u304c\u3001AI\u7814\u7a76\u8005\u3084\u958b\u767a\u8005\u306e\u9593\u3067\u5e83\u304f\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u30ea\u30b9\u30c8\u306b\u306f\u3001Transformer\u306e\u539f\u8ad6\u6587\u300cAttention Is All You Need\u300d\u3084ResNet\u3001\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u5247\u306a\u3069\u3001<strong>\u4eca\u306eChatGPT\u30fbClaude\u30fbGemini\u306e\u5168\u3066\u3092\u652f\u3048\u308b\u57fa\u76e4\u6280\u8853<\/strong>\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u308c\u3089\u306e\u8ad6\u6587\u306f\u82f1\u8a9e\u306e\u5c02\u9580\u8ad6\u6587\u3067\u3042\u308a\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u7d4c\u55b6\u8005\u3084\u30d3\u30b8\u30cd\u30b9\u30d1\u30fc\u30bd\u30f3\u304c\u305d\u306e\u307e\u307e\u8aad\u3080\u306e\u306f\u73fe\u5b9f\u7684\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u63a8\u85a6\u30ea\u30b9\u30c8\u306b\u542b\u307e\u308c\u308b\u4e3b\u8981\u8ad6\u6587\u3092<strong>\u300c\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3082\u5206\u304b\u308b\u8a00\u8449\u300d<\/strong>\u3067\u89e3\u8aac\u3057\u3001\u3055\u3089\u306b\u300c\u305d\u306e\u77e5\u8b58\u304c\u7d4c\u55b6\u3084\u30d3\u30b8\u30cd\u30b9\u306b\u3069\u3046\u6d3b\u304d\u308b\u304b\u300d\u307e\u3067\u8e0f\u307f\u8fbc\u307f\u307e\u3059\u3002\u52a0\u3048\u3066\u3001Claude Code\u3092\u4f7f\u3063\u3066\u8ad6\u6587\u3092\u52b9\u7387\u7684\u306b\u8aad\u307f\u89e3\u304f\u65b9\u6cd5\u3068\u3001\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u30ea\u30b9\u30c8\u304b\u3089\u8aad\u307f\u53d6\u308c\u308bAI\u7d4c\u55b6\u306e\u539f\u5247\u3082\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\">\u30b5\u30c4\u30b1\u30d0\u30fc\u306f\u300cAI\u306e\u65b9\u5411\u6027\u3092\u6c7a\u3081\u308b\u982d\u8133\u300d\u3068\u547c\u3070\u308c\u308b\u4eba\u7269\u3067\u3059\u3002\u5f7c\u304c\u9078\u3093\u3060\u8ad6\u6587\u30ea\u30b9\u30c8\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u3001\u4eca\u5f8c5\u301c10\u5e74\u306eAI\u6280\u8853\u306e\u9032\u5316\u3092\u898b\u901a\u3059\u7f85\u91dd\u76e4\u3092\u624b\u306b\u5165\u308c\u308b\u3053\u3068\u306b\u7b49\u3057\u3044\u3002\u7d4c\u55b6\u8005\u3053\u305d\u8aad\u3080\u3079\u304d\u3060\u3068\u601d\u3044\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\">\u5b89\u5fc3\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8ad6\u6587\u306e\u6570\u5f0f\u3084\u5b9f\u88c5\u30b3\u30fc\u30c9\u306f\u51fa\u3066\u304d\u307e\u305b\u3093\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u300c\u5404\u8ad6\u6587\u304c\u4f55\u3092\u767a\u898b\u3057\u3001\u306a\u305c\u91cd\u8981\u3067\u3001\u30d3\u30b8\u30cd\u30b9\u306b\u3069\u3046\u95a2\u4fc2\u3059\u308b\u304b\u300d\u3060\u3051\u306b\u7d5e\u3063\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3080\u3068\u3001\u4ee5\u4e0b\u306e6\u70b9\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>\u30a4\u30ea\u30e4\u30fb\u30b5\u30c4\u30b1\u30d0\u30fc<\/strong>\u304cAI\u53f2\u3067\u679c\u305f\u3057\u305f\u5f79\u5272\u3068\u3001\u306a\u305c\u5f7c\u306e\u63a8\u85a6\u30ea\u30b9\u30c8\u304c\u91cd\u8981\u306a\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>\u6df1\u5c64\u5b66\u7fd2\u306e\u57fa\u790e\u8ad6\u6587<\/strong>\uff08AlexNet\u30fbMDL\u539f\u7406\uff09\u306e\u6838\u5fc3\u3068\u696d\u52d9\u3078\u306e\u793a\u5506<\/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>Transformer\u30fbResNet\u30fbAttention<\/strong>\u306a\u3069\u300c\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u9769\u547d\u300d\u306e\u8ad6\u6587\u7fa4\u306e\u5168\u4f53\u50cf<\/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>\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u5247<\/strong>\u3068\u300c\u5927\u304d\u3051\u308c\u3070\u5927\u304d\u3044\u307b\u3069\u8ce2\u3044\u300d\u306e\u6cd5\u5247\u304c\u7d4c\u55b6\u306b\u4e0e\u3048\u308b\u30a4\u30f3\u30d1\u30af\u30c8<\/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>Claude Code\u3092\u4f7f\u3063\u3066\u8ad6\u6587\u3092\u300c\u8aad\u307e\u305a\u306b\u7406\u89e3\u3059\u308b\u300d<\/strong>\u5b9f\u8df5\u7684\u306a\u65b9\u6cd5<\/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>\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u8ad6\u6587\u30ea\u30b9\u30c8\u304b\u3089\u5c0e\u304b\u308c\u308bAI\u7d4c\u55b6\u306e5\u3064\u306e\u539f\u5247<\/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-ilya-sutskever-reading-list&#038;blog_slug=cc-ilya-sutskever-reading-list\" 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-ilya-sutskever-reading-list&#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;\">WHO IS ILYA SUTSKEVER<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u30a4\u30ea\u30e4\u30fb\u30b5\u30c4\u30b1\u30d0\u30fc\u3068\u306f \u2500\u2500 AI\u53f2\u3092\u52d5\u304b\u3057\u305f\u5929\u624d\u79d1\u5b66\u8005<\/span>\n  <span class=\"section-desc\">OpenAI\u5171\u540c\u5275\u696d\u8005\u3001GPT\u306e\u7236\u3001\u305d\u3057\u3066Safe Superintelligence\u3078<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a4\u30ea\u30e4\u30fb\u30b5\u30c4\u30b1\u30d0\u30fc\uff08Ilya Sutskever\u30011986\u5e74\u751f\u307e\u308c\uff09\u306f\u3001\u30ed\u30b7\u30a2\u751f\u307e\u308c\u30fb\u30a4\u30b9\u30e9\u30a8\u30eb\u80b2\u3061\u306e\u8a08\u7b97\u6a5f\u79d1\u5b66\u8005\u3067\u3059\u3002\u30c8\u30ed\u30f3\u30c8\u5927\u5b66\u3067\u30b8\u30a7\u30d5\u30ea\u30fc\u30fb\u30d2\u30f3\u30c8\u30f3\u6559\u6388\uff082024\u5e74\u30ce\u30fc\u30d9\u30eb\u7269\u7406\u5b66\u8cde\u53d7\u8cde\uff09\u306b\u5e2b\u4e8b\u3057\u3001<strong>\u6df1\u5c64\u5b66\u7fd2\uff08\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff09\u306e\u9ece\u660e\u671f\u304b\u3089\u3053\u306e\u5206\u91ce\u3092\u30ea\u30fc\u30c9\u3057\u3066\u304d\u305f\u4eba\u7269<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1-1. AlexNet\u304b\u3089GPT\u307e\u3067 \u2500\u2500 \u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u696d\u7e3e<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u540d\u524d\u304c\u6700\u521d\u306b\u4e16\u754c\u306b\u77e5\u3089\u308c\u305f\u306e\u306f\u30012012\u5e74\u306e<strong>AlexNet<\/strong>\u3067\u3059\u3002\u5e2b\u3067\u3042\u308b\u30d2\u30f3\u30c8\u30f3\u6559\u6388\u3001\u540c\u50da\u306e\u30a2\u30ec\u30c3\u30af\u30b9\u30fb\u30af\u30ea\u30bc\u30d5\u30b9\u30ad\u30fc\u3068\u3068\u3082\u306b\u958b\u767a\u3057\u305f\u3053\u306e\u753b\u50cf\u8a8d\u8b58\u30e2\u30c7\u30eb\u306f\u3001\u753b\u50cf\u8a8d\u8b58\u30b3\u30f3\u30da\u30c6\u30a3\u30b7\u30e7\u30f3\uff08ImageNet Large Scale Visual Recognition Challenge\uff09\u3067\u5f53\u6642\u306e\u65e2\u5b58\u624b\u6cd5\u3092\u5927\u5dee\u3067\u4e0a\u56de\u308a\u3001<strong>\u300c\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u6642\u4ee3\u300d<\/strong>\u3092\u4e8b\u5b9f\u4e0a\u30b9\u30bf\u30fc\u30c8\u3055\u305b\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u306e\u5f8c\u30012015\u5e74\u306b\u30b5\u30e0\u30fb\u30a2\u30eb\u30c8\u30de\u30f3\u3089\u3068\u3068\u3082\u306b<strong>OpenAI\u3092\u5171\u540c\u5275\u696d<\/strong>\u3002\u4e3b\u4efb\u79d1\u5b66\u8005\u3068\u3057\u3066\u3001GPT-1\u304b\u3089GPT-4\u306b\u81f3\u308bGPT\u30b7\u30ea\u30fc\u30ba\u306e\u6280\u8853\u7684\u65b9\u5411\u6027\u3092\u8a2d\u8a08\u3057\u307e\u3057\u305f\u3002ChatGPT\u304c\u4e16\u754c\u3092\u9a5a\u304b\u305b\u305f2022\u5e74\u672b\u3001\u305d\u306e\u88cf\u5074\u306e\u6280\u8853\u3092\u5b9f\u8cea\u7684\u306b\u69cb\u7bc9\u3057\u305f\u306e\u304c\u30b5\u30c4\u30b1\u30d0\u30fc\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>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff08\u6df1\u5c64\u5b66\u7fd2\uff09<\/strong>\uff1a\u591a\u5c64\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u7528\u3044\u305f\u6a5f\u68b0\u5b66\u7fd2\u306e\u4e00\u624b\u6cd5\u30022012\u5e74\u306eAlexNet\u4ee5\u964d\u306b\u7206\u767a\u7684\u306b\u666e\u53ca\u3057\u3001\u753b\u50cf\u8a8d\u8b58\u30fb\u97f3\u58f0\u8a8d\u8b58\u30fb\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306a\u3069\u3001AI\u306e\u307b\u307c\u5168\u3066\u306e\u5206\u91ce\u3067\u4e2d\u6838\u6280\u8853\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002ChatGPT\u3084Claude\u3082\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u7523\u7269\u3067\u3059\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">1-2. OpenAI\u9000\u4efb\u3068Safe Superintelligence Inc.\u306e\u5275\u8a2d<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">2024\u5e74\u3001\u30b5\u30c4\u30b1\u30d0\u30fc\u306fOpenAI\u306e\u53d6\u7de0\u5f79\u4f1a\u3067\u306e\u30b5\u30e0\u30fb\u30a2\u30eb\u30c8\u30de\u30f3CEO\u89e3\u4efb\u5287\u306b\u95a2\u4e0e\u3057\u305f\u3053\u3068\u3067\u6ce8\u76ee\u3092\u96c6\u3081\u3001\u6700\u7d42\u7684\u306bOpenAI\u3092\u9000\u793e\u3057\u307e\u3057\u305f\u3002\u305d\u306e\u5f8c\u30012024\u5e746\u6708\u306b<strong>Safe Superintelligence Inc.\uff08SSI\uff09<\/strong>\u3092\u8a2d\u7acb\u3002\u793e\u540d\u304c\u793a\u3059\u901a\u308a\u3001\u300c\u5b89\u5168\u306a\u8d85\u77e5\u80fd\u300d\u306e\u5b9f\u73fe\u3092\u76ee\u6a19\u306b\u636e\u3048\u305f\u65b0\u7d44\u7e54\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u30ad\u30e3\u30ea\u30a2\u3092\u901a\u3058\u3066\u4e00\u8cab\u3057\u3066\u3044\u308b\u306e\u306f\u3001<strong>\u300cAI\u306e\u80fd\u529b\u3092\u6700\u5927\u5316\u3057\u3064\u3064\u3001\u5b89\u5168\u6027\u3092\u78ba\u4fdd\u3059\u308b\u300d<\/strong>\u3068\u3044\u3046\u4e8c\u5f8b\u80cc\u53cd\u306e\u547d\u984c\u3078\u306e\u6311\u6226\u3067\u3059\u3002\u5f7c\u306e\u8ad6\u6587\u30ea\u30b9\u30c8\u306b\u3082\u3001\u3053\u306e\u601d\u60f3\u304c\u8272\u6fc3\u304f\u53cd\u6620\u3055\u308c\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\">\u30b5\u30c4\u30b1\u30d0\u30fc\u304cOpenAI\u3092\u96e2\u308c\u3066\u307e\u3067\u300c\u5b89\u5168\u306a\u8d85\u77e5\u80fd\u300d\u306b\u6ce8\u529b\u3057\u3066\u3044\u308b\u3068\u3044\u3046\u4e8b\u5b9f\u306f\u3001AI\u958b\u767a\u306e\u6700\u524d\u7dda\u306b\u3044\u308b\u4eba\u7269\u304cAI\u306e\u30ea\u30b9\u30af\u3092\u3069\u308c\u3060\u3051\u6df1\u523b\u306b\u6349\u3048\u3066\u3044\u308b\u304b\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u7d4c\u55b6\u8005\u3082\u300cAI\u306e\u80fd\u529b\u300d\u3060\u3051\u3067\u306a\u304f\u300cAI\u306e\u30ea\u30b9\u30af\u7ba1\u7406\u300d\u3092\u8996\u91ce\u306b\u5165\u308c\u308b\u3079\u304d\u6642\u4ee3\u3067\u3059\u3002<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">1-3. \u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u8ad6\u6587\u30ea\u30b9\u30c8\u304c\u6ce8\u76ee\u3055\u308c\u308b\u7406\u7531<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b5\u30c4\u30b1\u30d0\u30fc\u304c\u7814\u7a76\u8005\u3084\u958b\u767a\u8005\u306b\u5411\u3051\u3066\u5171\u6709\u3057\u305f\u300c\u5fc5\u8aad\u8ad6\u6587\u30ea\u30b9\u30c8\u300d\u306f\u3001\u5358\u306a\u308b\u63a8\u85a6\u56f3\u66f8\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3053\u306e\u30ea\u30b9\u30c8\u306f\u3001<strong>\u300cAI\u306e\u672c\u8cea\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u6700\u77ed\u30eb\u30fc\u30c8\u300d<\/strong>\u3068\u3057\u3066\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u4ee5\u4e0b\u306e\u7279\u5fb4\u3092\u6301\u3063\u3066\u3044\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>\u5206\u91ce\u6a2a\u65ad\u7684<\/strong>\uff1a\u753b\u50cf\u8a8d\u8b58\u30fb\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u5f37\u5316\u5b66\u7fd2\u30fb\u7406\u8ad6\u7269\u7406\u307e\u3067\u5e45\u5e83\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><strong>\u6b74\u53f2\u7684\u6587\u8108<\/strong>\uff1a2012\u5e74\u306eAlexNet\u304b\u3089\u6700\u65b0\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u5247\u307e\u3067\u3001AI\u306e\u9032\u5316\u3092\u8ffd\u3048\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><strong>\u5b9f\u7528\u6027\u91cd\u8996<\/strong>\uff1a\u7d14\u7c8b\u306a\u7406\u8ad6\u3060\u3051\u3067\u306a\u304f\u3001\u5b9f\u88c5\u306b\u76f4\u7d50\u3059\u308b\u8ad6\u6587\u304c\u591a\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><strong>\u601d\u60f3\u7684\u6df1\u3055<\/strong>\uff1a\u30b3\u30eb\u30e2\u30b4\u30ed\u30d5\u8907\u96d1\u6027\u3084Shane Legg\u535a\u58eb\u8ad6\u6587\u306a\u3069\u3001AI\u306e\u672c\u8cea\u3092\u554f\u3046\u6587\u732e\u3092\u542b\u3080<\/span><\/div>\n\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b21\u306e\u7ae0\u304b\u3089\u306f\u3001\u3053\u306e\u30ea\u30b9\u30c8\u306e\u4e3b\u8981\u8ad6\u6587\u3092\u30c6\u30fc\u30de\u5225\u306b\u5206\u985e\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u6838\u5fc3\u3092\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u306b\u89e3\u8aac\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>\u30b3\u30eb\u30e2\u30b4\u30ed\u30d5\u8907\u96d1\u6027<\/strong>\uff1a\u3042\u308b\u6587\u5b57\u5217\u3084\u30c7\u30fc\u30bf\u3092\u300c\u6700\u3082\u77ed\u3044\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u8868\u73fe\u3057\u305f\u5834\u5408\u306e\u9577\u3055\u300d\u3092\u6307\u3059\u8a08\u7b97\u7406\u8ad6\u4e0a\u306e\u6982\u5ff5\u3002\u30c7\u30fc\u30bf\u306e\u300c\u771f\u306e\u8907\u96d1\u3055\u300d\u3092\u6e2c\u308b\u6307\u6a19\u3067\u3042\u308a\u3001AI\u304c\u300c\u7406\u89e3\u3059\u308b\u300d\u3068\u306f\u3069\u3046\u3044\u3046\u3053\u3068\u304b\u3092\u8b70\u8ad6\u3059\u308b\u969b\u306e\u7406\u8ad6\u7684\u57fa\u76e4\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30b5\u30c4\u30b1\u30d0\u30fc\u304c\u3053\u306e\u7406\u8ad6\u3092\u30ea\u30b9\u30c8\u306b\u542b\u3081\u305f\u3053\u3068\u306f\u3001\u5f7c\u304cAI\u306e\u672c\u8cea\u3092\u300c\u30c7\u30fc\u30bf\u5727\u7e2e\u300d\u3068\u3057\u3066\u6349\u3048\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u5506\u3057\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-ilya-sutskever-reading-list&#038;blog_slug=cc-ilya-sutskever-reading-list\" 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-ilya-sutskever-reading-list&#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;\">DEEP LEARNING FOUNDATIONS<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u30b5\u30c4\u30b1\u30d0\u30fc\u63a8\u85a6\u30ea\u30b9\u30c8\u3010\u6df1\u5c64\u5b66\u7fd2\u306e\u57fa\u790e\u3011 \u2500\u2500 \u5168\u3066\u306e\u51fa\u767a\u70b9<\/span>\n  <span class=\"section-desc\">AlexNet\u3068MDL\u539f\u7406\u304b\u3089\u3001\u73fe\u4ee3AI\u306e\u57fa\u76e4\u3092\u7406\u89e3\u3059\u308b<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u8ad6\u6587\u30ea\u30b9\u30c8\u306e\u4e2d\u3067\u3001\u6700\u3082\u57fa\u790e\u7684\u306a\u4f4d\u7f6e\u3065\u3051\u306b\u3042\u308b\u8ad6\u6587\u7fa4\u3067\u3059\u3002\u3053\u3053\u3092\u7406\u89e3\u3059\u308b\u3068\u3001\u306a\u305c\u300c\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u300d\u3068\u3044\u3046\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u4ed6\u306e\u624b\u6cd5\u3092\u5727\u5012\u3057\u305f\u306e\u304b\u304c\u898b\u3048\u3066\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2-1. AlexNet \u2500\u2500 \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u9769\u547d\u306e\u5f15\u304d\u91d1<\/h3>\n\n\n\n<div class=\"point-box\">\n  <div class=\"point-title\">\u8ad6\u6587<\/div>\n  <p><strong>ImageNet Classification with Deep Convolutional Neural Networks<\/strong><br>\u8457\u8005\uff1aAlex Krizhevsky, Ilya Sutskever, Geoffrey Hinton\uff082012\u5e74\uff09<\/p>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8ad6\u6587\u3053\u305d\u3001\u30b5\u30c4\u30b1\u30d0\u30fc\u81ea\u8eab\u304c\u5171\u8457\u8005\u3068\u3057\u3066\u66f8\u3044\u305f<strong>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u9769\u547d\u306e\u8d77\u70b9<\/strong>\u3067\u3059\u30022012\u5e74\u306eImageNet\u30b3\u30f3\u30da\u3067\u3001\u305d\u308c\u307e\u3067\u306e\u624b\u6cd5\u306e\u30a8\u30e9\u30fc\u7387\u309210%\u4ee5\u4e0a\u5f15\u304d\u4e0b\u3052\u308b\u5727\u5012\u7684\u306a\u6210\u7e3e\u3092\u53e9\u304d\u51fa\u3057\u3001\u300c\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u4f7f\u3044\u7269\u306b\u306a\u3089\u306a\u3044\u300d\u3068\u3044\u3046\u5f53\u6642\u306e\u5e38\u8b58\u3092\u4e00\u591c\u306b\u3057\u3066\u8986\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d3\u30b8\u30cd\u30b9\u306e\u8996\u70b9\u3067\u91cd\u8981\u306a\u306e\u306f\u3001\u3053\u306e\u8ad6\u6587\u304c\u793a\u3057\u305f<strong>3\u3064\u306e\u539f\u5247<\/strong>\u3067\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>\u30c7\u30fc\u30bf\u306e\u91cf\u304c\u7cbe\u5ea6\u3092\u6c7a\u3081\u308b<\/strong>\uff1a\u5927\u91cf\u306e\u30c7\u30fc\u30bf\uff08ImageNet\uff1d120\u4e07\u679a\u306e\u753b\u50cf\uff09\u3067\u5b66\u7fd2\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u5f93\u6765\u624b\u6cd5\u3092\u51cc\u99d5<\/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>\u8a08\u7b97\u8cc7\u6e90\u306e\u6295\u5165\u304c\u52b9\u304f<\/strong>\uff1aGPU\uff08\u5f53\u6642\u306f\u307e\u3060\u73cd\u3057\u3044\u9078\u629e\u80a2\uff09\u3092\u4f7f\u3063\u3066\u5927\u898f\u6a21\u306a\u8a08\u7b97\u3092\u5b9f\u884c<\/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>\u6df1\u3044\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u307b\u3069\u8ce2\u3044<\/strong>\uff1a\u5c64\u3092\u6df1\u304f\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u62bd\u8c61\u7684\u306a\u7279\u5fb4\u3092\u81ea\u52d5\u62bd\u51fa<\/span><\/div>\n\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e3\u539f\u5247\u306f\u30012026\u5e74\u306e\u73fe\u5728\u3082\u5168\u3066\u306eAI\u30e2\u30c7\u30eb\uff08Claude\u3001ChatGPT\u3001Gemini\u542b\u3080\uff09\u306e\u958b\u767a\u54f2\u5b66\u306e\u6839\u5e79\u306b\u3042\u308a\u307e\u3059\u3002\u3064\u307e\u308a\u3001<strong>\u300c\u30c7\u30fc\u30bf\u91cf \u00d7 \u8a08\u7b97\u8cc7\u6e90 \u00d7 \u30e2\u30c7\u30eb\u306e\u6df1\u3055 = AI\u6027\u80fd\u300d<\/strong>\u3068\u3044\u3046\u7b49\u5f0f\u306f\u300114\u5e74\u524d\u306bAlexNet\u304c\u78ba\u7acb\u3057\u305f\u3082\u306e\u306a\u306e\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\">\u7d4c\u55b6\u8005\u3068\u3057\u3066\u62bc\u3055\u3048\u308b\u3079\u304d\u30dd\u30a4\u30f3\u30c8\u306f1\u3064\u3002\u300cAI\u306e\u6027\u80fd\u306f\u30c7\u30fc\u30bf\u3068\u8a08\u7b97\u8cc7\u6e90\u3067\u6c7a\u307e\u308b\u300d\u3068\u3044\u3046\u3053\u3068\u3002\u3053\u308c\u3092\u77e5\u3063\u3066\u304a\u304f\u3060\u3051\u3067\u3001AI\u30d9\u30f3\u30c0\u30fc\u306e\u63d0\u6848\u66f8\u3092\u8aad\u3080\u76ee\u7dda\u304c\u5909\u308f\u308a\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">2-2. MDL\u539f\u7406 \u2500\u2500 \u30c7\u30fc\u30bf\u5727\u7e2e\u3068\u3057\u3066\u306eAI<\/h3>\n\n\n\n<div class=\"point-box\">\n  <div class=\"point-title\">\u8ad6\u6587<\/div>\n  <p><strong>Keeping Neural Networks Simple by Minimizing the Description Length of the Weights<\/strong><br>\u8457\u8005\uff1aGeoffrey Hinton, Drew van Camp\uff081993\u5e74\uff09<br><br><strong>A Tutorial Introduction to the Minimum Description Length Principle<\/strong><br>\u8457\u8005\uff1aPeter Grunwald\uff082005\u5e74\uff09<\/p>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">MDL\uff08Minimum Description Length\u3001\u6700\u5c0f\u8a18\u8ff0\u9577\uff09\u539f\u7406\u306f\u3001\u300c<strong>\u826f\u3044\u30e2\u30c7\u30eb\u3068\u306f\u3001\u30c7\u30fc\u30bf\u3092\u6700\u3082\u77ed\u304f\u8aac\u660e\u3067\u304d\u308b\u30e2\u30c7\u30eb\u3067\u3042\u308b<\/strong>\u300d\u3068\u3044\u3046\u8003\u3048\u65b9\u3067\u3059\u3002\u76f4\u611f\u7684\u306b\u8a00\u3044\u63db\u3048\u308b\u3068\u3001\u300c\u4e00\u756a\u30b7\u30f3\u30d7\u30eb\u306b\u4e8b\u5b9f\u3092\u8aac\u660e\u3067\u304d\u308b\u7406\u8ad6\u304c\u3001\u4e00\u756a\u6b63\u3057\u3044\u300d\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b5\u30c4\u30b1\u30d0\u30fc\u304c\u3053\u306e\u539f\u7406\u3092\u30ea\u30b9\u30c8\u306b\u5165\u308c\u305f\u306e\u306f\u3001\u6df1\u5c64\u5b66\u7fd2\u306e\u6210\u529f\u3092\u300c\u5358\u306b\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u5897\u3084\u3057\u305f\u304b\u3089\u300d\u3067\u306f\u306a\u304f\u3001<strong>\u300c\u30c7\u30fc\u30bf\u306e\u672c\u8cea\u7684\u306a\u30d1\u30bf\u30fc\u30f3\u3092\u52b9\u7387\u7684\u306b\u5727\u7e2e\u3059\u308b\u80fd\u529b\u300d<\/strong>\u3068\u3057\u3066\u6349\u3048\u3066\u3044\u308b\u304b\u3089\u3067\u3059\u3002ChatGPT\u3084Claude\u304c\u300c\u8a00\u8449\u3092\u7406\u89e3\u3057\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u308b\u300d\u306e\u3082\u3001\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u5727\u7e2e\uff08=\u30d1\u30bf\u30fc\u30f3\u62bd\u51fa\uff09\u3057\u305f\u7d50\u679c\u306a\u306e\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>MDL\u539f\u7406\uff08\u6700\u5c0f\u8a18\u8ff0\u9577\u539f\u7406\uff09<\/strong>\uff1a\u7d71\u8a08\u5b66\u3068\u60c5\u5831\u7406\u8ad6\u306e\u4ea4\u5dee\u70b9\u306b\u3042\u308b\u7406\u8ad6\u3067\u3001\u300c\u30e2\u30c7\u30eb\u306e\u8907\u96d1\u3055\u300d\u3068\u300c\u30c7\u30fc\u30bf\u306e\u8aac\u660e\u529b\u300d\u306e\u30d0\u30e9\u30f3\u30b9\u304c\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3092\u9078\u3076\u539f\u5247\u3002\u4f8b\u3048\u3070\u3001100\u500b\u306e\u30c7\u30fc\u30bf\u70b9\u3092\u8aac\u660e\u3059\u308b\u306e\u306b99\u500b\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4f7f\u3046\u30e2\u30c7\u30eb\u306f\u300c\u6697\u8a18\u3057\u3066\u3044\u308b\u3060\u3051\u300d\u3067\u3042\u308a\u30015\u500b\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u8aac\u660e\u3067\u304d\u308b\u30e2\u30c7\u30eb\u306e\u65b9\u304c\u672c\u8cea\u3092\u6349\u3048\u3066\u3044\u308b\u3001\u3068\u5224\u65ad\u3057\u307e\u3059\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;\">\u30d3\u30b8\u30cd\u30b9\u3078\u306e\u793a\u5506<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">MDL\u539f\u7406\u306e\u672c\u8cea\u306f\u300c\u30b7\u30f3\u30d7\u30eb\u306a\u8aac\u660e\u307b\u3069\u4fe1\u983c\u3067\u304d\u308b\u300d\u3068\u3044\u3046\u3053\u3068\u3002\u3053\u308c\u306fAI\u306b\u9650\u3089\u305a\u3001\u7d4c\u55b6\u306e\u610f\u601d\u6c7a\u5b9a\u306b\u3082\u901a\u3058\u307e\u3059\u3002\u8907\u96d1\u306a\u5206\u6790\u30ec\u30dd\u30fc\u30c8\u3088\u308a\u3001\u672c\u8cea\u30923\u884c\u3067\u8aac\u660e\u3067\u304d\u308b\u30ec\u30dd\u30fc\u30c8\u306e\u65b9\u304c\u5224\u65ad\u306b\u4f7f\u3048\u308b\u2014\u2014\u30b5\u30c4\u30b1\u30d0\u30fc\u304c\u3053\u306e\u8ad6\u6587\u3092\u30ea\u30b9\u30c8\u306b\u5165\u308c\u305f\u7406\u7531\u306f\u3001\u304a\u305d\u3089\u304f\u3053\u3053\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">2-3. Unreasonable Effectiveness of RNNs \u2500\u2500 \u300c\u6587\u8108\u3092\u7406\u89e3\u3059\u308b\u300dAI\u306e\u8a95\u751f<\/h3>\n\n\n\n<div class=\"point-box\">\n  <div class=\"point-title\">\u8ad6\u6587<\/div>\n  <p><strong>The Unreasonable Effectiveness of Recurrent Neural Networks<\/strong><br>\u8457\u8005\uff1aAndrej Karpathy\uff082015\u5e74\uff09<\/p>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8ad6\u6587\uff08\u6b63\u78ba\u306b\u306f\u30d6\u30ed\u30b0\u8a18\u4e8b\uff09\u306f\u3001RNN\uff08Recurrent Neural Network\uff1d\u518d\u5e30\u578b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u304c<strong>\u30c6\u30ad\u30b9\u30c8\u30fb\u97f3\u697d\u30fb\u30b3\u30fc\u30c9\u306a\u3069\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u9a5a\u304f\u307b\u3069\u4e0a\u624b\u304f\u751f\u6210\u3067\u304d\u308b<\/strong>\u3053\u3068\u3092\u5b9f\u4f8b\u3067\u793a\u3057\u307e\u3057\u305f\u3002Karpathy\uff08\u5f8c\u306e\u30c6\u30b9\u30e9AI\u90e8\u9580\u9577\uff09\u304c\u300c\u4e0d\u5408\u7406\u306a\u307b\u3069\u52b9\u679c\u7684\u300d\u3068\u8868\u73fe\u3057\u305f\u306e\u306f\u3001\u30b7\u30f3\u30d7\u30eb\u306aRNN\u3067\u3082\u30b7\u30a7\u30a4\u30af\u30b9\u30d4\u30a2\u306e\u6587\u4f53\u3092\u518d\u73fe\u3067\u304d\u305f\u308a\u3001C\u8a00\u8a9e\u306e\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3067\u304d\u305f\u308a\u3057\u305f\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u7814\u7a76\u306f\u3001<strong>\u5f8c\u306eGPT\u30b7\u30ea\u30fc\u30ba\uff08Generative Pre-trained Transformer\uff09\u306e\u601d\u60f3\u7684\u6e90\u6d41<\/strong>\u3067\u3059\u3002\u300c\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u8aad\u307e\u305b\u308c\u3070\u3001AI\u306f\u6587\u8108\u3092\u7406\u89e3\u3057\u3066\u6b21\u306e\u6587\u5b57\u3092\u4e88\u6e2c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u300d\u3068\u3044\u3046\u767a\u898b\u306f\u3001ChatGPT\u3084Claude\u306e\u6839\u5e79\u306b\u3042\u308b\u30a2\u30a4\u30c7\u30a2\u305d\u306e\u3082\u306e\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>RNN\uff08\u518d\u5e30\u578b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09<\/strong>\uff1a\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\uff08\u30c6\u30ad\u30b9\u30c8\u3001\u97f3\u58f0\u3001\u682a\u4fa1\u306a\u3069\uff09\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u69cb\u9020\u3002\u524d\u306e\u60c5\u5831\u3092\u300c\u8a18\u61b6\u300d\u3057\u306a\u304c\u3089\u6b21\u306e\u51fa\u529b\u3092\u6c7a\u5b9a\u3059\u308b\u305f\u3081\u3001\u6587\u8108\u3092\u8003\u616e\u3057\u305f\u51e6\u7406\u304c\u53ef\u80fd\u3002\u305f\u3060\u3057\u9577\u3044\u6587\u8108\u306e\u4fdd\u6301\u304c\u82e6\u624b\u3068\u3044\u3046\u5f31\u70b9\u304c\u3042\u308a\u3001\u3053\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3057\u305f\u306e\u304c\u5f8c\u8ff0\u306eLSTM\u3068Transformer\u3067\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-ilya-sutskever-reading-list&#038;blog_slug=cc-ilya-sutskever-reading-list\" 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-ilya-sutskever-reading-list&#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;\">ARCHITECTURE REVOLUTION<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u30b5\u30c4\u30b1\u30d0\u30fc\u63a8\u85a6\u30ea\u30b9\u30c8\u3010\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u9769\u547d\u3011 \u2500\u2500 Transformer\u4ee5\u524d\u3068\u4ee5\u5f8c<\/span>\n  <span class=\"section-desc\">ResNet\u30fbAttention\u30fbTransformer\u304c\u5909\u3048\u305fAI\u306e\u666f\u8272<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u30ea\u30b9\u30c8\u306e\u4e2d\u6838\u3092\u306a\u3059\u306e\u304c\u3001AI\u30e2\u30c7\u30eb\u306e\u300c\u8a2d\u8a08\u56f3\u300d\u306b\u3042\u305f\u308b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\uff08\u69cb\u9020\uff09\u306b\u95a2\u3059\u308b\u8ad6\u6587\u7fa4\u3067\u3059\u3002\u3053\u3053\u3067\u7d39\u4ecb\u3059\u308b3\u3064\u306e\u8ad6\u6587\u306f\u3001<strong>\u73fe\u5728\u306eClaude\u30fbChatGPT\u30fbGemini\u5168\u3066\u306b\u76f4\u63a5\u3064\u306a\u304c\u308b\u8840\u7d71<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3-1. ResNet \u2500\u2500 \u300c\u6df1\u3044 = \u8ce2\u3044\u300d\u3092\u5b9f\u73fe\u3057\u305f\u753b\u671f\u7684\u69cb\u9020<\/h3>\n\n\n\n<div class=\"point-box\">\n  <div class=\"point-title\">\u8ad6\u6587<\/div>\n  <p><strong>Deep Residual Learning for Image Recognition<\/strong><br>\u8457\u8005\uff1aKaiming He et al.\uff082015\u5e74\uff09<br><br><strong>Identity Mappings in Deep Residual Networks<\/strong><br>\u8457\u8005\uff1aKaiming He et al.\uff082016\u5e74\uff09<\/p>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">ResNet\uff08Residual Network\uff09\u306f\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092<strong>100\u5c64\u4ee5\u4e0a\u306b\u6df1\u304f\u3057\u3066\u3082\u5b66\u7fd2\u304c\u7834\u7dbb\u3057\u306a\u3044<\/strong>\u69cb\u9020\u3092\u5b9f\u73fe\u3057\u305f\u753b\u671f\u7684\u306a\u8ad6\u6587\u3067\u3059\u3002\u305d\u308c\u4ee5\u524d\u306f\u3001\u5c64\u3092\u6df1\u304f\u3059\u308b\u3068\u9006\u306b\u7cbe\u5ea6\u304c\u843d\u3061\u308b\u300c\u52fe\u914d\u6d88\u5931\u554f\u984c\u300d\u304c\u58c1\u306b\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">ResNet\u304c\u5c0e\u5165\u3057\u305f\u300c\u30b9\u30ad\u30c3\u30d7\u63a5\u7d9a\uff08\u6b8b\u5dee\u63a5\u7d9a\uff09\u300d\u3068\u3044\u3046\u30a2\u30a4\u30c7\u30a2\u306f\u3001\u6975\u3081\u3066\u30b7\u30f3\u30d7\u30eb\u3067\u3059\u3002<strong>\u5404\u5c64\u306e\u51fa\u529b\u306b\u300c\u5165\u529b\u305d\u306e\u3082\u306e\u300d\u3092\u8db3\u3057\u5408\u308f\u305b\u308b<\/strong>\u3060\u3051\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u6df1\u304f\u306a\u3063\u3066\u3082\u60c5\u5831\u304c\u9014\u4e2d\u3067\u6d88\u3048\u306a\u304f\u306a\u308a\u30011,000\u5c64\u4ee5\u4e0a\u306e\u30e2\u30c7\u30eb\u3082\u5b66\u7fd2\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u30a2\u30a4\u30c7\u30a2\u306f\u4eca\u3084AI\u30e2\u30c7\u30eb\u8a2d\u8a08\u306e\u6a19\u6e96\u88c5\u5099\u3068\u306a\u3063\u3066\u304a\u308a\u3001<strong>Claude Opus\u3084GPT-5\u3092\u542b\u3080\u6700\u65b0\u306eLLM\u306b\u3082\u30b9\u30ad\u30c3\u30d7\u63a5\u7d9a\u306e\u6d3e\u751f\u6280\u8853\u304c\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059<\/strong>\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\">ResNet\u306e\u300c\u5165\u529b\u3092\u305d\u306e\u307e\u307e\u8db3\u3059\u300d\u3068\u3044\u3046\u30a2\u30a4\u30c7\u30a2\u306f\u3001\u4e00\u898b\u3059\u308b\u3068\u300c\u305d\u308c\u3060\u3051\uff1f\u300d\u3068\u601d\u3046\u307b\u3069\u30b7\u30f3\u30d7\u30eb\u3067\u3059\u3002\u3067\u3082\u3001\u3053\u306e\u30b7\u30f3\u30d7\u30eb\u306a\u30a2\u30a4\u30c7\u30a2\u304cAI\u306e\u6df1\u5c64\u5316\u3092\u53ef\u80fd\u306b\u3057\u3001\u73fe\u5728\u306e\u8d85\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u306e\u571f\u53f0\u306b\u306a\u3063\u3066\u3044\u308b\u3002\u79d1\u5b66\u306e\u4e16\u754c\u3067\u306f\u3001\u3053\u3046\u3044\u3046\u300c\u767a\u60f3\u306e\u8ee2\u63db\u300d\u304c\u6700\u3082\u30a4\u30f3\u30d1\u30af\u30c8\u304c\u5927\u304d\u3044\u3093\u3067\u3059\u3002<\/div>\n<\/div>\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>\u30b9\u30ad\u30c3\u30d7\u63a5\u7d9a\uff08\u6b8b\u5dee\u63a5\u7d9a\uff09<\/strong>\uff1a\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5404\u5c64\u3067\u3001\u5165\u529b\u3092\u305d\u306e\u307e\u307e\u51fa\u529b\u306b\u52a0\u7b97\u3059\u308b\u63a5\u7d9a\u65b9\u5f0f\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u6df1\u304f\u306a\u3063\u3066\u3082\u5b66\u7fd2\u4fe1\u53f7\uff08\u52fe\u914d\uff09\u304c\u6d88\u3048\u305a\u306b\u4f1d\u308f\u308b\u305f\u3081\u3001\u975e\u5e38\u306b\u6df1\u3044\u30e2\u30c7\u30eb\uff08\u6570\u767e\u301c\u6570\u5343\u5c64\uff09\u306e\u5b66\u7fd2\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002ResNet\u306e\u6700\u5927\u306e\u529f\u7e3e\u306f\u3053\u306e\u30a2\u30a4\u30c7\u30a2\u306e\u63d0\u6848\u3067\u3059\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">3-2. Attention\u6a5f\u69cb \u2500\u2500 AI\u304c\u300c\u6ce8\u76ee\u3059\u3079\u304d\u5834\u6240\u300d\u3092\u5b66\u3076<\/h3>\n\n\n\n<div class=\"point-box\">\n  <div class=\"point-title\">\u8ad6\u6587<\/div>\n  <p><strong>Neural Machine Translation by Jointly Learning to Align and Translate<\/strong><br>\u8457\u8005\uff1aDzmitry Bahdanau et al.\uff082014\u5e74\uff09<\/p>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8ad6\u6587\u306f\u3001\u6a5f\u68b0\u7ffb\u8a33\u306e\u6587\u8108\u3067<strong>\u300cAttention\uff08\u6ce8\u610f\u6a5f\u69cb\uff09\u300d<\/strong>\u3092\u63d0\u6848\u3057\u305f\u753b\u671f\u7684\u306a\u7814\u7a76\u3067\u3059\u3002\u5f93\u6765\u306eRNN\u30d9\u30fc\u30b9\u306e\u7ffb\u8a33\u30e2\u30c7\u30eb\u306f\u3001\u5165\u529b\u6587\u306e\u5168\u3066\u306e\u60c5\u5831\u30921\u3064\u306e\u30d9\u30af\u30c8\u30eb\u306b\u5727\u7e2e\u3057\u3066\u7ffb\u8a33\u3057\u3066\u3044\u305f\u305f\u3081\u3001\u9577\u3044\u6587\u7ae0\u306e\u7ffb\u8a33\u7cbe\u5ea6\u304c\u8457\u3057\u304f\u4f4e\u4e0b\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Attention\u6a5f\u69cb\u306f\u3001\u7ffb\u8a33\u6642\u306b\u300c<strong>\u5165\u529b\u6587\u306e\u3069\u306e\u90e8\u5206\u306b\u6ce8\u76ee\u3059\u3079\u304d\u304b<\/strong>\u300d\u3092\u30e2\u30c7\u30eb\u81ea\u8eab\u304c\u5b66\u7fd2\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3059\u3002\u4f8b\u3048\u3070\u300cI love Tokyo\u300d\u3092\u65e5\u672c\u8a9e\u306b\u8a33\u3059\u969b\u3001\u300c\u6771\u4eac\u300d\u3092\u51fa\u529b\u3059\u308b\u6642\u70b9\u3067\u5165\u529b\u6587\u306e\u300cTokyo\u300d\u306b\u5f37\u304f\u6ce8\u76ee\u3057\u3001\u300c\u304c\u300d\u3092\u51fa\u529b\u3059\u308b\u969b\u306b\u306f\u300cI\u300d\u306b\u6ce8\u76ee\u3059\u308b\u2014\u2014\u3068\u3044\u3046\u52d5\u7684\u306a\u6ce8\u76ee\u914d\u5206\u3092\u81ea\u52d5\u7684\u306b\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306eAttention\u6a5f\u69cb\u306f\u3001\u5f8c\u306eTransformer\u306e\u4e2d\u6838\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u306a\u308a\u3001\u73fe\u5728\u306eLLM\u5168\u3066\u306b\u642d\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3-3. Transformer \u2500\u2500 \u73fe\u4ee3AI\u306e\u8a2d\u8a08\u56f3<\/h3>\n\n\n\n<div class=\"point-box\">\n  <div class=\"point-title\">\u8ad6\u6587<\/div>\n  <p><strong>Attention Is All You Need<\/strong><br>\u8457\u8005\uff1aVaswani et al.\uff082017\u5e74\uff09<\/p>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u53f2\u4e0a\u6700\u3082\u5f15\u7528\u3055\u308c\u3066\u3044\u308b\u8ad6\u6587\u306e\u4e00\u3064\u3067\u3042\u308a\u3001<strong>ChatGPT\u30fbClaude\u30fbGemini\u30fbLlama\u5168\u3066\u306e\u57fa\u76e4\u3068\u306a\u308b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/strong>\u3092\u63d0\u6848\u3057\u305f\u8ad6\u6587\u3067\u3059\u3002\u30bf\u30a4\u30c8\u30eb\u306e\u300cAttention Is All You Need\uff08\u6ce8\u610f\u6a5f\u69cb\u3060\u3051\u3067\u5341\u5206\uff09\u300d\u306f\u3001\u6587\u5b57\u901a\u308a\u306e\u610f\u5473\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Transformer\u304c\u753b\u671f\u7684\u3060\u3063\u305f\u306e\u306f\u3001\u305d\u308c\u307e\u3067\u4e3b\u6d41\u3060\u3063\u305fRNN\uff08\u518d\u5e30\u578b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u306e\u300c\u9010\u6b21\u51e6\u7406\u300d\u3092\u5ec3\u6b62\u3057\u3001<strong>\u5165\u529b\u30c6\u30ad\u30b9\u30c8\u5168\u4f53\u3092\u4e00\u5ea6\u306b\u4e26\u5217\u51e6\u7406<\/strong>\u3059\u308b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u8a2d\u8a08\u3057\u305f\u70b9\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u4ee5\u4e0b\u306e2\u3064\u306e\u98db\u8e8d\u304c\u5b9f\u73fe\u3057\u307e\u3057\u305f\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>\u5b66\u7fd2\u901f\u5ea6\u306e\u5287\u7684\u306a\u5411\u4e0a<\/strong>\uff1a\u9010\u6b21\u51e6\u7406\u304c\u4e0d\u8981\u306b\u306a\u3063\u305f\u305f\u3081\u3001GPU\u306e\u4e26\u5217\u8a08\u7b97\u80fd\u529b\u3092\u30d5\u30eb\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\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><strong>\u9577\u3044\u6587\u8108\u306e\u7406\u89e3<\/strong>\uff1aSelf-Attention\u6a5f\u69cb\u306b\u3088\u308a\u3001\u6587\u306e\u4e2d\u306e\u9060\u304f\u96e2\u308c\u305f\u8981\u7d20\u9593\u306e\u95a2\u4fc2\u3092\u76f4\u63a5\u6349\u3048\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f<\/span><\/div>\n\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Transformer\u306e\u767b\u5834\u4ee5\u964d\u3001AI\u306e\u9032\u5316\u306f\u300c\u3044\u304b\u306b\u5927\u304d\u306aTransformer\u30e2\u30c7\u30eb\u3092\u3001\u3044\u304b\u306b\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3067\u5b66\u7fd2\u3055\u305b\u308b\u304b\u300d\u3068\u3044\u3046\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u7af6\u4e89\u306e\u30d5\u30a7\u30fc\u30ba\u306b\u5165\u308a\u307e\u3057\u305f\u3002GPT-3\uff081,750\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\uff09\u2192 GPT-4\uff08\u63a8\u5b9a\u6570\u5146\u30d1\u30e9\u30e1\u30fc\u30bf\uff09\u2192 Claude Opus \u2192 GPT-5 \u3068\u3044\u3046\u5927\u898f\u6a21\u5316\u306e\u6d41\u308c\u306f\u3001\u5168\u3066Transformer\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u304c\u3042\u3063\u3066\u3053\u305d\u6210\u7acb\u3057\u3066\u3044\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\u306f\u3001\u4eca\u306eAI\u7523\u696d\u306e\u300c\u539f\u767a\u300d\u306e\u3088\u3046\u306a\u5b58\u5728\u3067\u3059\u3002\u8868\u306b\u51fa\u3066\u304f\u308bChatGPT\u3084Claude\u306f\u300c\u96fb\u5316\u88fd\u54c1\u300d\u3002\u305d\u306e\u88cf\u3067\u5168\u3066\u3092\u52d5\u304b\u3057\u3066\u3044\u308b\u767a\u96fb\u88c5\u7f6e\u304cTransformer\u3002\u3053\u306e\u8ad6\u65871\u672c\u3067\u3001AI\u7523\u696d\u306e\u69cb\u9020\u304c\u6839\u672c\u7684\u306b\u5909\u308f\u308a\u307e\u3057\u305f\u3002<\/div>\n<\/div>\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>Self-Attention\uff08\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\uff09<\/strong>\uff1aTransformer\u306e\u4e2d\u6838\u30e1\u30ab\u30cb\u30ba\u30e0\u3002\u5165\u529b\u30c6\u30ad\u30b9\u30c8\u5185\u306e\u5404\u5358\u8a9e\u304c\u3001\u4ed6\u306e\u5168\u3066\u306e\u5358\u8a9e\u3068\u306e\u95a2\u9023\u6027\u3092\u8a08\u7b97\u3057\u3001\u300c\u3069\u306e\u5358\u8a9e\u306b\u3069\u308c\u3060\u3051\u6ce8\u76ee\u3059\u308b\u304b\u300d\u3092\u81ea\u52d5\u7684\u306b\u6c7a\u5b9a\u3059\u308b\u4ed5\u7d44\u307f\u3002\u4f8b\u3048\u3070\u300c\u5f7c\u306f\u9280\u884c\u306b\u884c\u3063\u305f\u300d\u3068\u3044\u3046\u6587\u3067\u3001\u300c\u9280\u884c\u300d\u304c\u300c\u91d1\u878d\u6a5f\u95a2\u300d\u306a\u306e\u304b\u300c\u5ddd\u306e\u571f\u624b\u300d\u306a\u306e\u304b\u3092\u3001\u6587\u5168\u4f53\u306e\u6587\u8108\u304b\u3089\u5224\u65ad\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">3-4. Neural Turing Machine \u2500\u2500 \u300c\u8a18\u61b6\u3059\u308b\u300dAI\u306e\u539f\u578b<\/h3>\n\n\n\n<div class=\"point-box\">\n  <div class=\"point-title\">\u8ad6\u6587<\/div>\n  <p><strong>Neural Turing Machines<\/strong><br>\u8457\u8005\uff1aAlex Graves, Greg Wayne, Ivo Danihelka\uff082014\u5e74\uff09<\/p>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Neural Turing Machine\uff08NTM\uff09\u306f\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b<strong>\u5916\u90e8\u30e1\u30e2\u30ea\uff08\u8a18\u61b6\u88c5\u7f6e\uff09\u3092\u63a5\u7d9a\u3059\u308b<\/strong>\u3068\u3044\u3046\u30a2\u30a4\u30c7\u30a2\u3092\u63d0\u6848\u3057\u305f\u8ad6\u6587\u3067\u3059\u3002\u4eba\u9593\u304c\u300c\u30e1\u30e2\u5e33\u300d\u3092\u4f7f\u3063\u3066\u4f5c\u696d\u3059\u308b\u3088\u3046\u306b\u3001AI\u3082\u5916\u90e8\u306e\u8a18\u61b6\u9818\u57df\u306b\u66f8\u304d\u8fbc\u307f\u30fb\u8aad\u307f\u51fa\u3057\u3092\u3057\u306a\u304c\u3089\u554f\u984c\u3092\u89e3\u304f\u2014\u2014\u3068\u3044\u3046\u767a\u60f3\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8ad6\u6587\u304c\u76f4\u63a5\u5546\u7528\u5316\u3055\u308c\u305f\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u601d\u60f3\u7684\u306b\u306f<strong>\u73fe\u5728\u306eRAG\uff08Retrieval-Augmented Generation\uff09\u3084Claude Code\u306e\u300c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u77e5\u8b58\u300d\u6a5f\u80fd<\/strong>\u306b\u901a\u3058\u3066\u3044\u307e\u3059\u3002AI\u304c\u81ea\u5206\u306e\u77e5\u8b58\u3060\u3051\u3067\u56de\u7b54\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5916\u90e8\u306e\u60c5\u5831\u6e90\u3092\u53c2\u7167\u3057\u306a\u304c\u3089\u56de\u7b54\u3059\u308b\u2014\u2014\u3053\u306e\u8003\u3048\u65b9\u306e\u539f\u578b\u304cNTM\u306b\u3042\u308a\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>RAG\uff08Retrieval-Augmented Generation\uff09<\/strong>\uff1a\u300c\u691c\u7d22\u62e1\u5f35\u751f\u6210\u300d\u3068\u8a33\u3055\u308c\u308b\u6280\u8853\u3002AI\u304c\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u969b\u306b\u3001\u4e8b\u524d\u306b\u5b66\u7fd2\u3057\u305f\u77e5\u8b58\u3060\u3051\u3067\u306a\u304f\u3001\u5916\u90e8\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u691c\u7d22\u3057\u3066\u53c2\u7167\u3059\u308b\u4ed5\u7d44\u307f\u3002\u793e\u5185\u6587\u66f8\u3092\u8aad\u307e\u305b\u305fAI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3084\u3001\u6700\u65b0\u30cb\u30e5\u30fc\u30b9\u3092\u53cd\u6620\u3057\u305f\u56de\u7b54\u306a\u3069\u306b\u6d3b\u7528\u3055\u308c\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-ilya-sutskever-reading-list&#038;blog_slug=cc-ilya-sutskever-reading-list\" 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-ilya-sutskever-reading-list&#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;\">SCALING & APPLICATIONS<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u30b5\u30c4\u30b1\u30d0\u30fc\u63a8\u85a6\u30ea\u30b9\u30c8\u3010\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3068\u5fdc\u7528\u3011 \u2500\u2500 \u5927\u898f\u6a21\u5316\u306e\u6cd5\u5247<\/span>\n  <span class=\"section-desc\">\u300c\u5927\u304d\u304f\u4f5c\u308c\u3070\u8ce2\u304f\u306a\u308b\u300d\u306e\u79d1\u5b66\u7684\u6839\u62e0<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u30ea\u30b9\u30c8\u3067\u6700\u3082\u300c\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30d1\u30af\u30c8\u304c\u5927\u304d\u3044\u300d\u8ad6\u6587\u7fa4\u304c\u3053\u306e\u30ab\u30c6\u30b4\u30ea\u3067\u3059\u3002\u306a\u305cOpenAI\u30fbAnthropic\u30fbGoogle\u304c\u6570\u5343\u5104\u301c\u6570\u5146\u5186\u3092\u6295\u3058\u3066\u30e2\u30c7\u30eb\u3092\u5927\u304d\u304f\u3057\u7d9a\u3051\u308b\u306e\u304b\u3002\u305d\u306e\u79d1\u5b66\u7684\u6839\u62e0\u304c\u3053\u3053\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4-1. Scaling Laws \u2500\u2500 \u300c\u5927\u304d\u3051\u308c\u3070\u5927\u304d\u3044\u307b\u3069\u8ce2\u3044\u300d\u306f\u672c\u5f53\u304b<\/h3>\n\n\n\n<div class=\"point-box\">\n  <div class=\"point-title\">\u8ad6\u6587<\/div>\n  <p><strong>Scaling Laws for Neural Language Models<\/strong><br>\u8457\u8005\uff1aJared Kaplan et al.\uff082020\u5e74\uff09<\/p>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8ad6\u6587\u306f\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u304c<strong>3\u3064\u306e\u8981\u7d20\u3067\u307b\u307c\u4e88\u6e2c\u53ef\u80fd<\/strong>\u3067\u3042\u308b\u3053\u3068\u3092\u5b9f\u8a3c\u3057\u307e\u3057\u305f\u3002\u305d\u306e3\u3064\u3068\u306f\u3001\u300c\u30e2\u30c7\u30eb\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u300d\u300c\u5b66\u7fd2\u30c7\u30fc\u30bf\u91cf\u300d\u300c\u8a08\u7b97\u8cc7\u6e90\uff08\u5b66\u7fd2\u306b\u8cbb\u3084\u3057\u305f\u8a08\u7b97\u91cf\uff09\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u91cd\u8981\u306a\u767a\u898b\u306f\u3001\u3053\u308c\u30893\u8981\u7d20\u3068\u6027\u80fd\u306e\u95a2\u4fc2\u304c<strong>\u3079\u304d\u4e57\u5247\uff08Power Law\uff09\u306b\u5f93\u3046<\/strong>\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u3064\u307e\u308a\u3001\u30e2\u30c7\u30eb\u309210\u500d\u5927\u304d\u304f\u3059\u308c\u3070\u3001\u6027\u80fd\u306f\u4e88\u6e2c\u53ef\u80fd\u306a\u91cf\u3060\u3051\u5411\u4e0a\u3059\u308b\u3002100\u500d\u306b\u3059\u308c\u3070\u3001\u3055\u3089\u306b\u4e88\u6e2c\u53ef\u80fd\u306a\u91cf\u3060\u3051\u5411\u4e0a\u3059\u308b\u3002\u3053\u306e\u6cd5\u5247\u306f\u300c\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u5247\u300d\u3068\u547c\u3070\u308c\u3001<strong>OpenAI\u304cGPT-3\u2192GPT-4\u2192GPT-5\u3068\u6295\u8cc7\u3092\u52a0\u901f\u3055\u305b\u308b\u610f\u601d\u6c7a\u5b9a\u306e\u79d1\u5b66\u7684\u6839\u62e0<\/strong>\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"g-flow-row\" style=\"margin:24px 0;\">\n  <div class=\"g-flow-item\"><strong>\u30d1\u30e9\u30e1\u30fc\u30bf\u6570<\/strong><br><span style=\"font-size:12px;\">\u30e2\u30c7\u30eb\u306e\u5927\u304d\u3055<br>= \u8133\u306e\u795e\u7d4c\u7d30\u80de\u6570<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u5b66\u7fd2\u30c7\u30fc\u30bf\u91cf<\/strong><br><span style=\"font-size:12px;\">\u8aad\u307e\u305b\u305f\u30c6\u30ad\u30b9\u30c8\u91cf<br>= \u7d4c\u9a13\u306e\u5e45<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u8a08\u7b97\u8cc7\u6e90<\/strong><br><span style=\"font-size:12px;\">\u5b66\u7fd2\u306b\u8cbb\u3084\u3057\u305f<br>GPU\u6642\u9593<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u6027\u80fd<\/strong><br><span style=\"font-size:12px;\">\u3079\u304d\u4e57\u5247\u3067<br>\u4e88\u6e2c\u53ef\u80fd<\/span><\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u7d4c\u55b6\u8005\u306b\u3068\u3063\u3066\u306e\u793a\u5506\u306f\u660e\u78ba\u3067\u3059\u3002<strong>AI\u306e\u6027\u80fd\u306f\u300c\u6295\u8cc7\u984d\u300d\u306b\u6bd4\u4f8b\u3057\u3066\u5411\u4e0a\u3059\u308b<\/strong>\u305f\u3081\u3001Anthropic\u30fbOpenAI\u30fbGoogle\u306e\u7af6\u4e89\u306f\u300c\u8ab0\u304c\u6700\u3082\u591a\u304f\u306e\u8a08\u7b97\u8cc7\u6e90\u3092\u6295\u5165\u3067\u304d\u308b\u304b\u300d\u3068\u3044\u3046\u8cc7\u672c\u7af6\u4e89\u306e\u5074\u9762\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002Claude Max\u3084ChatGPT Pro\u306e\u6599\u91d1\u304c\u9ad8\u3044\u7406\u7531\u3082\u3001\u88cf\u5074\u3067\u81a8\u5927\u306a\u8a08\u7b97\u8cc7\u6e90\u304c\u52d5\u3044\u3066\u3044\u308b\u304b\u3089\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\">\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u5247\u3092\u77e5\u308b\u3068\u3001\u300c\u306a\u305cAI\u306e\u6708\u984d\u6599\u91d1\u304c\u5e74\u3005\u4e0a\u304c\u308b\u306e\u304b\u300d\u304c\u7406\u89e3\u3067\u304d\u307e\u3059\u3002\u30e2\u30c7\u30eb\u304c\u5927\u304d\u304f\u306a\u308b\u307b\u3069\u8a08\u7b97\u30b3\u30b9\u30c8\u304c\u5897\u3048\u308b\u3002\u3067\u3082\u305d\u306e\u5206\u3001\u3067\u304d\u308b\u3053\u3068\u3082\u6307\u6570\u95a2\u6570\u7684\u306b\u5897\u3048\u308b\u3002\u6295\u8cc7\u3068\u3057\u3066\u30da\u30a4\u3059\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u300cAI\u306b\u3069\u308c\u3060\u3051\u696d\u52d9\u3092\u4efb\u305b\u3089\u308c\u308b\u304b\u300d\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">4-2. GPipe \u2500\u2500 \u8d85\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u3092\u52d5\u304b\u3059\u5206\u6563\u6280\u8853<\/h3>\n\n\n\n<div class=\"point-box\">\n  <div class=\"point-title\">\u8ad6\u6587<\/div>\n  <p><strong>GPipe: Easy Scaling with Micro-Batch Pipeline Parallelism<\/strong><br>\u8457\u8005\uff1aYanping Huang et al.\uff082019\u5e74\uff09<\/p>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u5247\u304c\u300c\u5927\u304d\u3051\u308c\u3070\u8ce2\u3044\u300d\u3092\u793a\u3057\u305f\u3068\u3057\u3066\u3082\u3001<strong>\u6570\u5343\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u30e2\u30c7\u30eb\u3092\u5b9f\u969b\u306b\u5b66\u7fd2\u3055\u305b\u308b\u306b\u306f\u6280\u8853\u7684\u306a\u58c1<\/strong>\u304c\u3042\u308a\u307e\u3059\u30021\u53f0\u306eGPU\u306b\u306f\u53ce\u307e\u3089\u306a\u3044\u5de8\u5927\u30e2\u30c7\u30eb\u3092\u3001\u8907\u6570\u306eGPU\u306b\u5206\u5272\u3057\u3066\u52b9\u7387\u7684\u306b\u5b66\u7fd2\u3055\u305b\u308b\u65b9\u6cd5\u2014\u2014\u305d\u308c\u304cGPipe\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">GPipe\u304c\u63d0\u6848\u3057\u305f\u300c\u30de\u30a4\u30af\u30ed\u30d0\u30c3\u30c1\u30fb\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u4e26\u5217\u5316\u300d\u3068\u3044\u3046\u624b\u6cd5\u306f\u3001\u73fe\u5728\u306eAnthropic\uff08Claude\uff09\u3084OpenAI\uff08GPT\uff09\u306e\u5b66\u7fd2\u30a4\u30f3\u30d5\u30e9\u306b\u76f4\u63a5\u7684\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u3066\u3044\u307e\u3059\u3002<strong>GPipe\u306a\u3057\u306b\u306f\u3001\u73fe\u5728\u306e\u8d85\u5927\u898f\u6a21LLM\u306e\u5b66\u7fd2\u306f\u7269\u7406\u7684\u306b\u4e0d\u53ef\u80fd<\/strong>\u3060\u3063\u305f\u3068\u8a00\u3063\u3066\u3082\u904e\u8a00\u3067\u306f\u3042\u308a\u307e\u305b\u3093\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>\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u4e26\u5217\u5316<\/strong>\uff1a\u5de8\u5927\u306a\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u8907\u6570\u306eGPU\uff08\u8a08\u7b97\u88c5\u7f6e\uff09\u306b\u5206\u5272\u3057\u3066\u914d\u7f6e\u3057\u3001\u30c7\u30fc\u30bf\u3092\u6d41\u308c\u4f5c\u696d\uff08\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\uff09\u3067\u51e6\u7406\u3059\u308b\u624b\u6cd5\u3002\u5de5\u5834\u306e\u7d44\u7acb\u30e9\u30a4\u30f3\u306b\u4f8b\u3048\u308b\u3068\u3001\u8eca\u4f53\u30fb\u30a8\u30f3\u30b8\u30f3\u30fb\u5185\u88c5\u306e\u7d44\u307f\u7acb\u3066\u3092\u5225\u3005\u306e\u30e9\u30a4\u30f3\u304c\u540c\u6642\u306b\u884c\u3046\u3088\u3046\u306a\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">4-3. Deep Speech 2 \u2500\u2500 \u97f3\u58f0\u8a8d\u8b58\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u6210\u529f\u4f8b<\/h3>\n\n\n\n<div class=\"point-box\">\n  <div class=\"point-title\">\u8ad6\u6587<\/div>\n  <p><strong>Deep Speech 2: End-to-End Speech Recognition in English and Mandarin<\/strong><br>\u8457\u8005\uff1aDario Amodei et al.\uff082015\u5e74\uff09<\/p>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8ad6\u6587\u306e\u7b2c\u4e00\u8457\u8005\u30c0\u30ea\u30aa\u30fb\u30a2\u30e2\u30c7\u30a4\u306f\u3001\u5f8c\u306bAnthropic\u3092\u5275\u696d\u3057Claude\u3092\u958b\u767a\u3059\u308b\u4eba\u7269\u3067\u3059\u3002Deep Speech 2\u306f\u3001\u97f3\u58f0\u8a8d\u8b58\u306e\u5206\u91ce\u3067<strong>\u300c\u5927\u898f\u6a21\u30c7\u30fc\u30bf + \u5927\u898f\u6a21\u30e2\u30c7\u30eb = \u4eba\u9593\u30ec\u30d9\u30eb\u306e\u7cbe\u5ea6\u300d<\/strong>\u3092\u5b9f\u8a3c\u3057\u305f\u8ad6\u6587\u3067\u3042\u308a\u3001\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u5247\u306e\u30a2\u30a4\u30c7\u30a2\u306e\u5148\u884c\u4e8b\u4f8b\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b5\u30c4\u30b1\u30d0\u30fc\u304c\u3053\u306e\u8ad6\u6587\u3092\u30ea\u30b9\u30c8\u306b\u5165\u308c\u305f\u7406\u7531\u306f\u3001<strong>\u8a00\u8a9e\u30e2\u30c7\u30eb\u3060\u3051\u3067\u306a\u304f\u97f3\u58f0\u8a8d\u8b58\u3067\u3082\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u304c\u52b9\u304f<\/strong>\u3068\u3044\u3046\u4e00\u822c\u6027\u3092\u793a\u3057\u305f\u304b\u3063\u305f\u304b\u3089\u3067\u3057\u3087\u3046\u3002AI\u306e\u300c\u5927\u304d\u304f\u3059\u308c\u3070\u8ce2\u304f\u306a\u308b\u300d\u6cd5\u5247\u306f\u3001\u7279\u5b9a\u306e\u5206\u91ce\u306b\u9650\u5b9a\u3055\u308c\u306a\u3044\u666e\u904d\u7684\u306a\u539f\u7406\u306a\u306e\u3067\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;\">Anthropic\uff08Claude\uff09\u3068\u306e\u63a5\u70b9<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">Deep Speech 2\u306e\u8457\u8005\u30c0\u30ea\u30aa\u30fb\u30a2\u30e2\u30c7\u30a4\u306f\u3001OpenAI\u5728\u7c4d\u6642\u306b\u30b5\u30c4\u30b1\u30d0\u30fc\u3068\u540c\u50da\u3067\u3057\u305f\u30022\u4eba\u306fAI\u306e\u5b89\u5168\u6027\u306b\u5bfe\u3059\u308b\u5f37\u3044\u554f\u984c\u610f\u8b58\u3092\u5171\u6709\u3057\u3066\u304a\u308a\u3001\u30b5\u30c4\u30b1\u30d0\u30fc\u304cSSI\u3001\u30a2\u30e2\u30c7\u30a4\u304cAnthropic\u3068\u3044\u3046\u5225\u3005\u306e\u9053\u3092\u9078\u3093\u3060\u3082\u306e\u306e\u3001\u300c\u5b89\u5168\u306aAI\u300d\u3092\u8ffd\u6c42\u3059\u308b\u3068\u3044\u3046\u65b9\u5411\u6027\u306f\u4e00\u81f4\u3057\u3066\u3044\u307e\u3059\u3002Claude\u306e\u8a2d\u8a08\u601d\u60f3\u306b\u3082\u3001\u3053\u306e\u5f71\u97ff\u304c\u8272\u6fc3\u304f\u53cd\u6620\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">4-4. Pointer Networks \u2500\u2500 \u53ef\u5909\u9577\u51fa\u529b\u306e\u7a81\u7834\u53e3<\/h3>\n\n\n\n<div class=\"point-box\">\n  <div class=\"point-title\">\u8ad6\u6587<\/div>\n  <p><strong>Pointer Networks<\/strong><br>\u8457\u8005\uff1aOriol Vinyals, Meire Fortunato, Navdeep Jaitly\uff082015\u5e74\uff09<\/p>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Pointer Networks\u306f\u3001\u51fa\u529b\u306e\u9078\u629e\u80a2\u304c\u5165\u529b\u306b\u4f9d\u5b58\u3057\u3066\u5909\u5316\u3059\u308b\u554f\u984c\u3092\u89e3\u304f\u305f\u3081\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u3059\u3002\u4f8b\u3048\u3070\u300c\u90fd\u5e02\u306e\u30eb\u30fc\u30c8\u6700\u9069\u5316\u300d\u3067\u306f\u3001\u90fd\u5e02\u306e\u6570\u304c\u5909\u308f\u308b\u3068\u51fa\u529b\u306e\u9577\u3055\u3082\u5909\u308f\u308a\u307e\u3059\u304c\u3001\u5f93\u6765\u306e\u30e2\u30c7\u30eb\u306f\u3053\u306e\u53ef\u5909\u9577\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pointer Networks\u306e\u300c\u5165\u529b\u306e\u7279\u5b9a\u306e\u4f4d\u7f6e\u3092\u6307\u3057\u793a\u3059\uff08\u30dd\u30a4\u30f3\u30c6\u30a3\u30f3\u30b0\u3059\u308b\uff09\u300d\u3068\u3044\u3046\u30a2\u30a4\u30c7\u30a2\u306f\u3001<strong>\u73fe\u5728\u306eLLM\u304c\u9577\u6587\u306e\u4e2d\u304b\u3089\u7279\u5b9a\u306e\u60c5\u5831\u3092\u62bd\u51fa\u3059\u308b\u80fd\u529b<\/strong>\u306e\u7406\u8ad6\u7684\u57fa\u76e4\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002Claude\u304c10\u4e07\u5b57\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304b\u3089\u5fc5\u8981\u306a\u7b87\u6240\u3060\u3051\u6b63\u78ba\u306b\u5f15\u7528\u3067\u304d\u308b\u306e\u3082\u3001\u3053\u306e\u300c\u30dd\u30a4\u30f3\u30c6\u30a3\u30f3\u30b0\u300d\u306e\u767a\u5c55\u5f62\u3067\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-ilya-sutskever-reading-list&#038;blog_slug=cc-ilya-sutskever-reading-list\" 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-ilya-sutskever-reading-list&#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;\">THEORETICAL FOUNDATIONS<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u30b5\u30c4\u30b1\u30d0\u30fc\u63a8\u85a6\u30ea\u30b9\u30c8\u3010\u7406\u8ad6\u30fb\u54f2\u5b66\u7684\u57fa\u76e4\u3011 \u2500\u2500 AI\u306e\u672c\u8cea\u3092\u554f\u3046<\/span>\n  <span class=\"section-desc\">\u30b3\u30eb\u30e2\u30b4\u30ed\u30d5\u8907\u96d1\u6027\u304b\u3089Machine Super Intelligence\u307e\u3067<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u30ea\u30b9\u30c8\u304c\u300c\u5358\u306a\u308b\u6280\u8853\u8ad6\u6587\u30ea\u30b9\u30c8\u300d\u3092\u8d85\u3048\u3066\u3044\u308b\u7406\u7531\u304c\u3001\u3053\u306e\u30ab\u30c6\u30b4\u30ea\u306b\u3042\u308a\u307e\u3059\u3002AI\u306e\u300c\u4ed5\u7d44\u307f\u300d\u3060\u3051\u3067\u306a\u304f\u3001<strong>\u300cAI\u3068\u306f\u4f55\u304b\u300d\u300c\u77e5\u80fd\u3068\u306f\u4f55\u304b\u300d<\/strong>\u3068\u3044\u3046\u54f2\u5b66\u7684\u306a\u554f\u3044\u306b\u307e\u3067\u8e0f\u307f\u8fbc\u3093\u3060\u6587\u732e\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5-1. Machine Super Intelligence \u2500\u2500 \u8d85\u77e5\u80fd\u306e\u5b9a\u7fa9<\/h3>\n\n\n\n<div class=\"point-box\">\n  <div class=\"point-title\">\u8ad6\u6587<\/div>\n  <p><strong>Machine Super Intelligence<\/strong><br>\u8457\u8005\uff1aShane Legg\uff082008\u5e74\u3001\u535a\u58eb\u8ad6\u6587\uff09<\/p>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Shane Legg\u306f\u5f8c\u306bDeepMind\u3092\u5171\u540c\u5275\u696d\u3059\u308b\u4eba\u7269\u3067\u3042\u308a\u3001\u3053\u306e\u535a\u58eb\u8ad6\u6587\u306f<strong>\u300c\u6a5f\u68b0\u306e\u8d85\u77e5\u80fd\u300d\u3092\u5b66\u8853\u7684\u306b\u5b9a\u7fa9\u3057\u3088\u3046\u3068\u3057\u305f\u521d\u3081\u3066\u306e\u672c\u683c\u7684\u306a\u8a66\u307f<\/strong>\u3067\u3059\u3002Legg\u306f\u77e5\u80fd\u3092\u300c\u591a\u69d8\u306a\u74b0\u5883\u3067\u76ee\u6a19\u3092\u9054\u6210\u3059\u308b\u80fd\u529b\u300d\u3068\u5b9a\u7fa9\u3057\u3001AGI\uff08\u6c4e\u7528\u4eba\u5de5\u77e5\u80fd\uff09\u306e\u7406\u8ad6\u7684\u67a0\u7d44\u307f\u3092\u63d0\u6848\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b5\u30c4\u30b1\u30d0\u30fc\u304c\u3053\u306e\u8ad6\u6587\u3092\u30ea\u30b9\u30c8\u306b\u5165\u308c\u305f\u7406\u7531\u306f\u660e\u767d\u3067\u3059\u3002\u5f7c\u306e\u6700\u65b0\u306e\u4e8b\u696d\u300cSafe Superintelligence Inc.\u300d\u306e\u540d\u524d\u305d\u306e\u3082\u306e\u304c\u3001<strong>Legg\u306e\u535a\u58eb\u8ad6\u6587\u306e\u30c6\u30fc\u30de\u306e\u5ef6\u9577\u7dda\u4e0a<\/strong>\u306b\u3042\u308b\u304b\u3089\u3067\u3059\u3002\u30b5\u30c4\u30b1\u30d0\u30fc\u306f\u300c\u8d85\u77e5\u80fd\u306f\u5b9f\u73fe\u53ef\u80fd\u300d\u3068\u8003\u3048\u3066\u304a\u308a\u3001\u305d\u306e\u5b9f\u73fe\u3092\u300c\u5b89\u5168\u306b\u300d\u884c\u3046\u3053\u3068\u304c\u81ea\u8eab\u306e\u30e9\u30a4\u30d5\u30ef\u30fc\u30af\u3060\u3068\u4f4d\u7f6e\u3065\u3051\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>AGI\uff08\u6c4e\u7528\u4eba\u5de5\u77e5\u80fd\uff09<\/strong>\uff1aArtificial General Intelligence \u306e\u7565\u3002\u73fe\u5728\u306eAI\uff08ChatGPT\u3001Claude\u7b49\uff09\u306f\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u306b\u7279\u5316\u3057\u305f\u300c\u72ed\u3044AI\u300d\u3067\u3059\u304c\u3001AGI\u306f\u4eba\u9593\u3068\u540c\u7b49\u306e\u6c4e\u7528\u7684\u306a\u77e5\u7684\u80fd\u529b\u3092\u6301\u3064AI\u3092\u6307\u3057\u307e\u3059\u3002AGI\u304c\u5b9f\u73fe\u3059\u308b\u304b\u3069\u3046\u304b\u3001\u5b9f\u73fe\u3059\u308b\u306a\u3089\u4f55\u5e74\u5f8c\u304b\u306f\u3001AI\u7814\u7a76\u8005\u306e\u9593\u3067\u3082\u610f\u898b\u304c\u5206\u304b\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">5-2. \u30b3\u30eb\u30e2\u30b4\u30ed\u30d5\u8907\u96d1\u6027 \u2500\u2500 \u300c\u7406\u89e3\u300d\u306e\u6570\u5b66\u7684\u5b9a\u7fa9<\/h3>\n\n\n\n<div class=\"point-box\">\n  <div class=\"point-title\">\u66f8\u7c4d<\/div>\n  <p><strong>Kolmogorov Complexity and Algorithmic Randomness<\/strong><br>\u8457\u8005\uff1aA. Shen, V. A. Uspensky, N. Vereshchagin<\/p>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b3\u30eb\u30e2\u30b4\u30ed\u30d5\u8907\u96d1\u6027\u306f\u3001\u300c\u3042\u308b\u30c7\u30fc\u30bf\u3092\u6700\u3082\u77ed\u3044\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u8868\u73fe\u3057\u305f\u5834\u5408\u306e\u9577\u3055\u300d\u3092\u6307\u3059\u6982\u5ff5\u3067\u3059\u3002\u76f4\u611f\u7684\u306b\u8a00\u3048\u3070\u3001<strong>\u300c\u30c7\u30fc\u30bf\u3092\u3069\u3053\u307e\u3067\u5727\u7e2e\u3067\u304d\u308b\u304b\u300d\u306e\u7406\u8ad6\u7684\u9650\u754c<\/strong>\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b5\u30c4\u30b1\u30d0\u30fc\u304c\u3053\u306e\u66f8\u7c4d\u3092\u30ea\u30b9\u30c8\u306b\u542b\u3081\u305f\u6df1\u3044\u610f\u5473\u304c\u3042\u308a\u307e\u3059\u3002\u5f7c\u306f\u3001LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306e\u5b66\u7fd2\u3092<strong>\u300c\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u5727\u7e2e\u30d7\u30ed\u30bb\u30b9\u300d<\/strong>\u3068\u3057\u3066\u6349\u3048\u3066\u3044\u307e\u3059\u3002Claude\u304c\u300c\u6587\u7ae0\u3092\u7406\u89e3\u3059\u308b\u300d\u3068\u306f\u3001\u5b9f\u969b\u306b\u306f\u300c\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u7d71\u8a08\u7684\u30d1\u30bf\u30fc\u30f3\u3092\u52b9\u7387\u7684\u306b\u5727\u7e2e\u3057\u3066\u3044\u308b\u300d\u3053\u3068\u3067\u3042\u308a\u3001\u305d\u306e\u7406\u8ad6\u7684\u57fa\u76e4\u304c\u30b3\u30eb\u30e2\u30b4\u30ed\u30d5\u8907\u96d1\u6027\u306b\u3042\u308b\u2014\u2014\u3068\u3044\u3046\u306e\u304c\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u4e16\u754c\u89b3\u3067\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\">\u3053\u308c\u306f\u300cAI\u306f\u672c\u5f53\u306b\u7406\u89e3\u3057\u3066\u3044\u308b\u306e\u304b\u3001\u305d\u308c\u3068\u3082\u9ad8\u5ea6\u306a\u30d1\u30bf\u30fc\u30f3\u30de\u30c3\u30c1\u30f3\u30b0\u304b\u300d\u3068\u3044\u3046\u54f2\u5b66\u7684\u306a\u554f\u3044\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u7b54\u3048\u306f\u300c\u30d1\u30bf\u30fc\u30f3\u306e\u5727\u7e2e\u3053\u305d\u304c\u7406\u89e3\u306e\u672c\u8cea\u300d\u3068\u3044\u3046\u3082\u306e\u3067\u3059\u3002\u8cdb\u5426\u3042\u308a\u307e\u3059\u304c\u3001\u5c11\u306a\u304f\u3068\u3082AI\u306e\u73fe\u5728\u306e\u80fd\u529b\u3092\u8aac\u660e\u3059\u308b\u6700\u3082\u6709\u529b\u306a\u4eee\u8aac\u306e\u4e00\u3064\u3067\u3059\u3002<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">5-3. Complexodynamics \u2500\u2500 \u8907\u96d1\u3055\u306e\u8208\u4ea1<\/h3>\n\n\n\n<div class=\"point-box\">\n  <div class=\"point-title\">\u8ad6\u6587<\/div>\n  <p><strong>The First Law of Complexodynamics<\/strong><br>\u8457\u8005\uff1aScott Aaronson\uff082014\u5e74\uff09<br><br><strong>Quantifying the Rise and Fall of Complexity in Closed Systems<\/strong><br>\u8457\u8005\uff1aSeth Lloyd, Heinz Pagels\uff081988\u5e74\uff09<\/p>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306e\u8ad6\u6587\u306f\u7269\u7406\u5b66\u306e\u6587\u8108\u3067\u300c<strong>\u8907\u96d1\u3055\u300d\u304c\u3069\u306e\u3088\u3046\u306b\u751f\u307e\u308c\u3001\u5897\u5927\u3057\u3001\u6700\u7d42\u7684\u306b\u6e1b\u5c11\u3059\u308b\u304b<\/strong>\u300d\u3092\u8b70\u8ad6\u3057\u3066\u3044\u307e\u3059\u3002\u4e00\u898b\u3059\u308b\u3068AI\u3068\u7121\u95a2\u4fc2\u306b\u898b\u3048\u307e\u3059\u304c\u3001\u30b5\u30c4\u30b1\u30d0\u30fc\u304c\u3053\u306e\u8ad6\u6587\u3092\u542b\u3081\u305f\u7406\u7531\u306f\u3001<strong>AI\u306e\u300c\u77e5\u80fd\u300d\u3082\u7269\u7406\u7684\u306a\u8907\u96d1\u3055\u306e\u4e00\u5f62\u614b\u3068\u3057\u3066\u6349\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b<\/strong>\u3068\u3044\u3046\u4eee\u8aac\u3092\u652f\u6301\u3059\u308b\u305f\u3081\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7d4c\u55b6\u8005\u306b\u3068\u3063\u3066\u306e\u793a\u5506\u306f\u3001<strong>\u300cAI\u306e\u9032\u5316\u306b\u3082\u7269\u7406\u7684\u306a\u9650\u754c\u304c\u3042\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u300d<\/strong>\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u5247\u306f\u300c\u5927\u304d\u304f\u3059\u308c\u3070\u8ce2\u304f\u306a\u308b\u300d\u3068\u8a00\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u7269\u7406\u6cd5\u5247\u304c\u305d\u308c\u306b\u4e0a\u9650\u3092\u8ab2\u3059\u304b\u3082\u3057\u308c\u306a\u3044\u3002\u3053\u306e\u8b70\u8ad6\u306f\u3001AI\u7523\u696d\u306e\u9577\u671f\u7684\u306a\u6295\u8cc7\u5224\u65ad\u306b\u95a2\u308f\u308b\u91cd\u8981\u306a\u8ad6\u70b9\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>Complexodynamics\uff08\u8907\u96d1\u52d5\u529b\u5b66\uff09<\/strong>\uff1a\u7269\u7406\u7cfb\u306e\u8907\u96d1\u3055\u304c\u6642\u9593\u3068\u3068\u3082\u306b\u3069\u3046\u5909\u5316\u3059\u308b\u304b\u3092\u7814\u7a76\u3059\u308b\u5206\u91ce\u3002\u300c\u5b87\u5b99\u306f\u6700\u521d\u306f\u30b7\u30f3\u30d7\u30eb\u3067\u3001\u3060\u3093\u3060\u3093\u8907\u96d1\u306b\u306a\u308a\u3001\u6700\u7d42\u7684\u306b\u306f\u307e\u305f\u30b7\u30f3\u30d7\u30eb\u306b\u623b\u308b\u300d\u3068\u3044\u3046\u4eee\u8aac\u3092\u6570\u5b66\u7684\u306b\u8b70\u8ad6\u3057\u307e\u3059\u3002AI\u306e\u300c\u77e5\u80fd\u306e\u6210\u9577\u300d\u306b\u3082\u540c\u69d8\u306e\u30d1\u30bf\u30fc\u30f3\u304c\u3042\u308b\u306e\u304b\u3068\u3044\u3046\u554f\u3044\u306b\u7e4b\u304c\u308a\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-ilya-sutskever-reading-list&#038;blog_slug=cc-ilya-sutskever-reading-list\" 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-ilya-sutskever-reading-list&#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;\">CLAUDE CODE FOR RESEARCH<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u3010\u72ec\u81ea\u3011\u8ad6\u6587\u3092\u300c\u8aad\u307e\u305a\u306b\u7406\u89e3\u3059\u308b\u300d\u305f\u3081\u306eClaude Code\u6d3b\u7528\u6cd5<\/span>\n  <span class=\"section-desc\">\u82f1\u8a9e\u8ad6\u6587\u3092Claude Code\u3067\u8981\u7d04\u30fb\u8cea\u7591\u5fdc\u7b54\u30fb\u5b9f\u52d9\u7ffb\u8a33\u3059\u308b\u5b9f\u8df5\u6cd5<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u304b\u3089\u304c\u3001\u3053\u306e\u8a18\u4e8b\u306e\u72ec\u81ea\u30d1\u30fc\u30c8\u3067\u3059\u3002\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u8ad6\u6587\u30ea\u30b9\u30c8\u3092\u300c\u8aad\u3080\u3079\u304d\u300d\u3068\u8a00\u308f\u308c\u3066\u3082\u3001<strong>\u82f1\u8a9e\u306e\u5c02\u9580\u8ad6\u6587\u3092\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u539f\u6587\u3067\u8aad\u307f\u901a\u3059\u306e\u306f\u73fe\u5b9f\u7684\u3067\u306f\u3042\u308a\u307e\u305b\u3093<\/strong>\u3002\u3053\u3053\u3067\u306f\u3001Claude Code\u3092\u4f7f\u3063\u3066\u8ad6\u6587\u306e\u5185\u5bb9\u3092\u52b9\u7387\u7684\u306b\u628a\u63e1\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">6-1. Claude Code\u3067\u8ad6\u6587PDF\u3092\u8981\u7d04\u3055\u305b\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u3082\u30b7\u30f3\u30d7\u30eb\u304b\u3064\u5f37\u529b\u306a\u65b9\u6cd5\u306f\u3001\u8ad6\u6587PDF\u3092Claude Code\u306b\u8aad\u307f\u8fbc\u307e\u305b\u3066\u8981\u7d04\u3055\u305b\u308b\u3053\u3068\u3067\u3059\u3002Claude Code\uff08\u7279\u306bOpus \/ Sonnet 4.6\u30e2\u30c7\u30eb\uff09\u306f\u3001\u82f1\u8a9e\u306e\u5b66\u8853\u8ad6\u6587\u3092<strong>\u9ad8\u7cbe\u5ea6\u3067\u65e5\u672c\u8a9e\u8981\u7d04<\/strong>\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5177\u4f53\u7684\u306a\u624b\u9806\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"step-item\"><div class=\"step-num\">1<\/div><div class=\"step-content\"><strong>\u8ad6\u6587PDF\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/strong>\u591a\u304f\u306eAI\u8ad6\u6587\u306farXiv\uff08arxiv.org\uff09\u3067\u7121\u6599\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u30ea\u30b9\u30c8\u306e\u8ad6\u6587\u3082\u307b\u307c\u5168\u3066arXiv\u3067\u5165\u624b\u53ef\u80fd\u3067\u3059\u3002<\/div><\/div>\n<div class=\"step-item\"><div class=\"step-num\">2<\/div><div class=\"step-content\"><strong>Claude Code\u306b\u8aad\u307f\u8fbc\u307e\u305b\u308b<\/strong>\u300c\u3053\u306e\u8ad6\u6587\u3092\u65e5\u672c\u8a9e\u3067\u8981\u7d04\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u7d4c\u55b6\u8005\u5411\u3051\u306b\u3001\u6280\u8853\u7684\u306a\u8a73\u7d30\u306f\u7701\u7565\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30d1\u30af\u30c8\u3092\u4e2d\u5fc3\u306b\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3057\u307e\u3059\u3002<\/div><\/div>\n<div class=\"step-item\"><div class=\"step-num\">3<\/div><div class=\"step-content\"><strong>\u8ffd\u52a0\u8cea\u554f\u3067\u7406\u89e3\u3092\u6df1\u3081\u308b<\/strong>\u8981\u7d04\u3092\u8aad\u3093\u3060\u4e0a\u3067\u300c\u3053\u306e\u8ad6\u6587\u306e\u767a\u898b\u306f\u3001AI\u5c0e\u5165\u3092\u691c\u8a0e\u3059\u308b\u4f01\u696d\u306b\u3068\u3063\u3066\u3069\u3046\u3044\u3046\u610f\u5473\u304c\u3042\u308a\u307e\u3059\u304b\uff1f\u300d\u3068\u8ffd\u52a0\u8cea\u554f\u3057\u307e\u3059\u3002<\/div><\/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\">\u5f0a\u793e\u3067\u306f\u3001\u91cd\u8981\u306aAI\u8ad6\u6587\u304c\u767a\u8868\u3055\u308c\u308b\u305f\u3073\u306bClaude Code\u306b\u8981\u7d04\u3055\u305b\u3066\u3001\u7d4c\u55b6\u5224\u65ad\u306e\u53c2\u8003\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u539f\u6587\u3092\u8aad\u3080\u6642\u9593\u306f\u306a\u3044\u3051\u3069\u3001\u8ad6\u6587\u306e\u300c\u7d50\u8ad6\u3068\u610f\u5473\u300d\u306f\u628a\u63e1\u3057\u305f\u3044\u2014\u2014\u305d\u3046\u3044\u3046\u7d4c\u55b6\u8005\u306e\u9700\u8981\u306bClaude Code\u306f\u30c9\u30f3\u30d4\u30b7\u30e3\u3067\u3059\u3002<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">6-2. \u8ad6\u6587\u306e\u300c\u5b9f\u52d9\u3078\u306e\u7ffb\u8a33\u300d\u3092Claude Code\u306b\u4efb\u305b\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8981\u7d04\u306e\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066\u3001<strong>\u300c\u3053\u306e\u8ad6\u6587\u306e\u77e5\u898b\u3092\u81ea\u793e\u306e\u696d\u52d9\u306b\u3069\u3046\u6d3b\u304b\u305b\u308b\u304b\u300d<\/strong>\u3092Claude Code\u306b\u63d0\u6848\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u3048\u3070\u3001Scaling Laws\u306e\u8ad6\u6587\u3092Claude Code\u306b\u8aad\u307e\u305b\u305f\u5f8c\u3001\u300c\u5f0a\u793e\u306fAI\u3092\u696d\u52d9\u52b9\u7387\u5316\u306b\u4f7f\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8ad6\u6587\u306e\u77e5\u898b\u304b\u3089\u3001AI\u30c4\u30fc\u30eb\u306e\u9078\u5b9a\u57fa\u6e96\u3068\u3057\u3066\u4f55\u304c\u8a00\u3048\u307e\u3059\u304b\uff1f\u300d\u3068\u8cea\u554f\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u56de\u7b54\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"point-box\">\n  <div class=\"point-title\">Claude Code\u306e\u56de\u7b54\u4f8b<\/div>\n  <p>\u300cScaling Laws\u306e\u77e5\u898b\u304b\u3089\u3001\u5fa1\u793e\u304cAI\u30c4\u30fc\u30eb\u3092\u9078\u5b9a\u3059\u308b\u969b\u306e\u57fa\u6e96\u3068\u3057\u30663\u70b9\u304c\u5c0e\u304b\u308c\u307e\u3059\u3002(1) \u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u306e\u591a\u3044\u30e2\u30c7\u30eb\uff08Claude Opus\u3001GPT-5\u7b49\uff09\u3092\u9078\u3076\u3079\u304d\u2014\u2014\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u5247\u306b\u3088\u308a\u3001\u5927\u304d\u3044\u30e2\u30c7\u30eb\u307b\u3069\u8907\u96d1\u306a\u30bf\u30b9\u30af\u306e\u7cbe\u5ea6\u304c\u9ad8\u3044\u3002(2) \u5b89\u3044\u30e2\u30c7\u30eb\u3067\u300c\u8db3\u308a\u306a\u3044\u300d\u3068\u611f\u3058\u305f\u3089\u3001\u4e0a\u4f4d\u30e2\u30c7\u30eb\u306b\u5207\u308a\u66ff\u3048\u308b\u5224\u65ad\u306f\u5408\u7406\u7684\u2014\u2014\u6027\u80fd\u5411\u4e0a\u306f\u3079\u304d\u4e57\u5247\u3067\u4e88\u6e2c\u53ef\u80fd\u3002(3) \u72ec\u81ea\u30c7\u30fc\u30bf\u3067\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306a\u3089\u3001\u30c7\u30fc\u30bf\u91cf\u306e\u78ba\u4fdd\u304c\u6700\u512a\u5148\u2014\u2014\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u3060\u3051\u3067\u306a\u304f\u30c7\u30fc\u30bf\u91cf\u3082\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306e\u9375\u3002\u300d<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">6-3. \u8907\u6570\u8ad6\u6587\u306e\u6a2a\u65ad\u6bd4\u8f03\u3082Claude Code\u306e\u5f97\u610f\u6280<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u30ea\u30b9\u30c8\u306b\u306f\u7d0430\u672c\u306e\u8ad6\u6587\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u304c\u3001Claude Code\u306b\u8907\u6570\u306e\u8ad6\u6587\u3092\u8aad\u307e\u305b\u305f\u4e0a\u3067<strong>\u300c\u3053\u308c\u3089\u306e\u8ad6\u6587\u306b\u5171\u901a\u3059\u308b\u30c6\u30fc\u30de\u306f\u4f55\u304b\u300d\u300c\u6642\u7cfb\u5217\u3067\u898b\u305f\u6280\u8853\u9032\u5316\u306e\u30c8\u30ec\u30f3\u30c9\u306f\u300d<\/strong>\u3068\u3044\u3063\u305f\u6a2a\u65ad\u7684\u306a\u8cea\u554f\u3092\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u500b\u5225\u8ad6\u6587\u306e\u8981\u7d04\u3067\u306f\u898b\u3048\u306a\u304b\u3063\u305f<strong>\u300c\u5927\u304d\u306a\u6d41\u308c\u300d<\/strong>\u304c\u3001\u6a2a\u65ad\u6bd4\u8f03\u3067\u6d6e\u304b\u3073\u4e0a\u304c\u3063\u3066\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u300cAlexNet \u2192 ResNet \u2192 Transformer \u2192 Scaling Laws\u300d\u3068\u3044\u3046\u6d41\u308c\u304b\u3089\u306f\u3001AI\u306e\u9032\u5316\u304c\u300c\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u6539\u5584\u300d\u304b\u3089\u300c\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\uff08\u5927\u898f\u6a21\u5316\uff09\u300d\u306b\u30b7\u30d5\u30c8\u3057\u3066\u304d\u305f\u3053\u3068\u304c\u8aad\u307f\u53d6\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"g-flow-row\" style=\"margin:24px 0;\">\n  <div class=\"g-flow-item\"><strong>2012-2015<\/strong><br><span style=\"font-size:12px;\">\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u9769\u65b0<br>AlexNet, ResNet<br>RNN, Attention<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>2017<\/strong><br><span style=\"font-size:12px;\">\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u7d71\u4e00<br>Transformer<br>\u300c\u6ce8\u610f\u3060\u3051\u3067\u5341\u5206\u300d<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>2020-<\/strong><br><span style=\"font-size:12px;\">\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u7af6\u4e89<br>GPT-3, GPT-4<br>Claude Opus<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>2024-<\/strong><br><span style=\"font-size:12px;\">\u5b89\u5168\u6027+\u52b9\u7387\u6027<br>SSI, Anthropic<br>\u6b21\u4e16\u4ee3AI<\/span><\/div>\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;\">Claude Code\u3067\u8ad6\u6587\u3092\u8aad\u3080\u969b\u306e\u30b3\u30c4<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">\u300c\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u7d4c\u55b6\u8005\u5411\u3051\u306b\u300d\u300c\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30d1\u30af\u30c8\u3092\u4e2d\u5fc3\u306b\u300d\u300c\u5177\u4f53\u4f8b\u30923\u3064\u6319\u3052\u3066\u300d\u3068\u3044\u3063\u305f\u6761\u4ef6\u3092\u6700\u521d\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u542b\u3081\u3066\u304f\u3060\u3055\u3044\u3002Claude Code\u306f\u6307\u793a\u306e\u5177\u4f53\u6027\u306b\u5fdc\u3058\u3066\u51fa\u529b\u306e\u7c92\u5ea6\u3092\u8abf\u6574\u3059\u308b\u305f\u3081\u3001\u62bd\u8c61\u7684\u306a\u6307\u793a\u3088\u308a\u3082\u5177\u4f53\u7684\u306a\u6761\u4ef6\u6307\u5b9a\u306e\u65b9\u304c\u6709\u7528\u306a\u56de\u7b54\u304c\u5f97\u3089\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-ilya-sutskever-reading-list&#038;blog_slug=cc-ilya-sutskever-reading-list\" 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-ilya-sutskever-reading-list&#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;\">AI MANAGEMENT PRINCIPLES<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u3010\u72ec\u81ea\u3011\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u8ad6\u6587\u30ea\u30b9\u30c8\u304b\u3089\u8aad\u307f\u89e3\u304f\u300cAI\u7d4c\u55b6\u306e5\u3064\u306e\u539f\u5247\u300d<\/span>\n  <span class=\"section-desc\">\u6280\u8853\u8ad6\u6587\u3092\u7d4c\u55b6\u306e\u610f\u601d\u6c7a\u5b9a\u306b\u7ffb\u8a33\u3059\u308b<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u5f8c\u306b\u3001\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u8ad6\u6587\u30ea\u30b9\u30c8\u5168\u4f53\u3092\u4fef\u77b0\u3057\u3066\u3001<strong>\u7d4c\u55b6\u8005\u304c\u77e5\u3063\u3066\u304a\u304f\u3079\u304d5\u3064\u306e\u539f\u5247<\/strong>\u3092\u62bd\u51fa\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u5f0a\u793e\uff08\u682a\u5f0f\u4f1a\u793eGENAI\uff09\u304cClaude Code\u306e\u5c0e\u5165\u652f\u63f4\u3092\u884c\u3046\u4e2d\u3067\u3001\u304a\u5ba2\u69d8\u306b\u7e70\u308a\u8fd4\u3057\u304a\u4f1d\u3048\u3057\u3066\u3044\u308b\u5185\u5bb9\u3067\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u539f\u52471\uff1aAI\u306e\u6027\u80fd\u306f\u6295\u8cc7\u984d\u306b\u6bd4\u4f8b\u3059\u308b\uff08Scaling Laws\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Scaling Laws\u304c\u793a\u3057\u305f\u901a\u308a\u3001<strong>AI\u306e\u6027\u80fd\u306f\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u30fb\u30c7\u30fc\u30bf\u91cf\u30fb\u8a08\u7b97\u8cc7\u6e90\u306e\u3079\u304d\u4e57\u5247\u306b\u5f93\u3063\u3066\u5411\u4e0a<\/strong>\u3057\u307e\u3059\u3002\u7d4c\u55b6\u5224\u65ad\u3068\u3057\u3066\u91cd\u8981\u306a\u306e\u306f\u3001\u300cAI\u306b\u6295\u8cc7\u3059\u308c\u3070\u3059\u308b\u307b\u3069\u30ea\u30bf\u30fc\u30f3\u304c\u5897\u3048\u308b\u300d\u3068\u3044\u3046\u69cb\u9020\u304c\u79d1\u5b66\u7684\u306b\u88cf\u4ed8\u3051\u3089\u308c\u3066\u3044\u308b\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f0a\u793e\u3067\u306fClaude Max 20x\uff08\u6708$200\uff09\u3092\u5168\u793e\u5951\u7d04\u3057\u3001\u55b6\u696d\uff08\u903120\u6642\u9593\u21922\u6642\u9593\uff09\u3001\u5e83\u544a\uff08\u903110\u6642\u9593\u21921\u6642\u9593\uff09\u3001\u8a18\u4e8b\uff081\u672c8\u6642\u9593\u21921\u6642\u9593\uff09\u3001\u7d4c\u7406\uff08\u670840\u6642\u9593\u21925\u6642\u9593\uff09\u3001\u79d8\u66f8\uff08\u65e52\u6642\u9593\u219215\u5206\uff09\u3068<strong>\u6708160\u6642\u9593\u306e\u696d\u52d9\u524a\u6e1b<\/strong>\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\u670830,000\u5186\u306e\u6295\u8cc7\u3067\u4eba\u4ef6\u8cbb25\u4e07\u5186\u5206\u4ee5\u4e0a\u3092\u5438\u53ce\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u307e\u3055\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306e\u6069\u6075\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u539f\u52472\uff1a\u30b7\u30f3\u30d7\u30eb\u306a\u89e3\u304c\u6700\u3082\u4fe1\u983c\u3067\u304d\u308b\uff08MDL\u539f\u7406\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">MDL\u539f\u7406\u304c\u6559\u3048\u308b\u306e\u306f\u3001<strong>\u300c\u8907\u96d1\u306a\u4ed5\u7d44\u307f\u3088\u308a\u3001\u30b7\u30f3\u30d7\u30eb\u306a\u4ed5\u7d44\u307f\u306e\u65b9\u304c\u672c\u8cea\u3092\u6349\u3048\u3066\u3044\u308b\u300d<\/strong>\u3068\u3044\u3046\u3053\u3068\u3002AI\u5c0e\u5165\u3067\u3082\u540c\u3058\u3067\u3059\u3002\u8907\u96d1\u306a\u30ab\u30b9\u30bf\u30e0AI\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u3088\u308a\u3001Claude Code\u306e\u3088\u3046\u306a\u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30c4\u30fc\u30eb\u30921\u3064\u5c0e\u5165\u3057\u3066\u5168\u696d\u52d9\u306b\u9069\u7528\u3059\u308b\u65b9\u304c\u3001\u30b3\u30b9\u30c8\u3082\u54c1\u8cea\u3082\u5b89\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u539f\u52473\uff1a\u6ce8\u610f\u306e\u914d\u5206\u304c\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6c7a\u3081\u308b\uff08Attention\u6a5f\u69cb\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Attention\u6a5f\u69cb\u306f\u300c<strong>\u5168\u3066\u3092\u5747\u7b49\u306b\u898b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u91cd\u8981\u306a\u90e8\u5206\u306b\u96c6\u4e2d\u3059\u308b<\/strong>\u300d\u3053\u3068\u3067\u6027\u80fd\u304c\u4e0a\u304c\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3057\u305f\u3002\u7d4c\u55b6\u3067\u3082\u540c\u3058\u3067\u3059\u3002AI\u5c0e\u5165\u306f\u300c\u5168\u90e8\u9580\u3092\u540c\u6642\u306b\u300d\u3067\u306f\u306a\u304f\u3001\u300c\u6700\u3082\u30a4\u30f3\u30d1\u30af\u30c8\u304c\u5927\u304d\u30441\u696d\u52d9\u306b\u307e\u305a\u96c6\u4e2d\u6295\u5165\u300d\u3059\u308b\u65b9\u304c\u6210\u529f\u7387\u304c\u9ad8\u3044\u3002\u5f0a\u793e\u306e\u5c0e\u5165\u652f\u63f4\u3067\u3082\u3001\u5fc5\u305a1\u696d\u52d9\u304b\u3089\u30b9\u30bf\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u539f\u52474\uff1a\u5916\u90e8\u8a18\u61b6\u3092\u6d3b\u7528\u3059\u308bAI\u306f\u5f37\u3044\uff08Neural Turing Machine \/ RAG\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">NTM\u304c\u793a\u3057\u305f\u300c\u5916\u90e8\u30e1\u30e2\u30ea\u306e\u6d3b\u7528\u300d\u306f\u3001\u73fe\u5728\u306e<strong>RAG\u6280\u8853<\/strong>\u306b\u767a\u5c55\u3057\u3066\u3044\u307e\u3059\u3002\u7d4c\u55b6\u3078\u306e\u793a\u5506\u306f\u3001\u300cAI\u306b\u793e\u5185\u306e\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\uff08\u696d\u52d9\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u904e\u53bb\u306e\u63d0\u6848\u66f8\u3001\u9867\u5ba2\u60c5\u5831\uff09\u3092\u63a5\u7d9a\u3059\u308b\u3053\u3068\u3067\u3001\u6c4e\u7528AI\u304c<strong>\u81ea\u793e\u5c02\u7528AI<\/strong>\u306b\u5909\u308f\u308b\u300d\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u539f\u52475\uff1a\u8d85\u77e5\u80fd\u306f\u6765\u308b\u3002\u5099\u3048\u306f\u300c\u5b89\u5168\u6027\u300d\u304b\u3089\u59cb\u3081\u308b\uff08Machine Super Intelligence \/ SSI\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b5\u30c4\u30b1\u30d0\u30fc\u304cSSI\u3092\u8a2d\u7acb\u3057\u3001Shane Legg\u304cDeepMind\u3067\u5b89\u5168\u6027\u7814\u7a76\u3092\u4e3b\u5c0e\u3057\u3066\u3044\u308b\u4e8b\u5b9f\u306f\u3001<strong>AI\u6700\u524d\u7dda\u306e\u79d1\u5b66\u8005\u305f\u3061\u304c\u300c\u8d85\u77e5\u80fd\u306e\u5b9f\u73fe\u300d\u3092\u524d\u63d0\u306b\u52d5\u3044\u3066\u3044\u308b<\/strong>\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u7d4c\u55b6\u8005\u3068\u3057\u3066\u4eca\u304b\u3089\u3059\u3079\u304d\u3053\u3068\u306f\u3001AI\u306e\u6069\u6075\u3092\u6700\u5927\u5316\u3057\u3064\u3064\u3001\u300cAI\u304c\u5224\u65ad\u3092\u9593\u9055\u3048\u305f\u5834\u5408\u306e\u5f71\u97ff\u7bc4\u56f2\u300d\u3092\u5e38\u306b\u7ba1\u7406\u3059\u308b\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099\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\">\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u8ad6\u6587\u30ea\u30b9\u30c8\u306f\u300c\u6280\u8853\u8005\u5411\u3051\u300d\u306b\u898b\u3048\u3066\u3001\u5b9f\u306f\u300cAI\u306e\u672a\u6765\u306b\u6295\u8cc7\u3059\u308b\u5168\u3066\u306e\u4eba\u300d\u306b\u5411\u3051\u305f\u30e1\u30c3\u30bb\u30fc\u30b8\u3067\u3059\u3002\u6280\u8853\u306e\u8a73\u7d30\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u30025\u3064\u306e\u539f\u5247\u3060\u3051\u62bc\u3055\u3048\u3066\u304a\u3051\u3070\u3001AI\u6295\u8cc7\u306e\u5224\u65ad\u57fa\u6e96\u306f\u683c\u6bb5\u306b\u660e\u78ba\u306b\u306a\u308a\u307e\u3059\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-ilya-sutskever-reading-list&#038;blog_slug=cc-ilya-sutskever-reading-list\" 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-ilya-sutskever-reading-list&#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;\">CONCLUSION<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u307e\u3068\u3081 \u2500\u2500 \u8ad6\u6587\u3092\u5b66\u3076\u3053\u3068\u306f\u3001AI\u306e\u672a\u6765\u306b\u6295\u8cc7\u3059\u308b\u3053\u3068<\/span>\n  <span class=\"section-desc\">\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u63a8\u85a6\u30ea\u30b9\u30c8\u304c\u793a\u3059\u3001AI\u6642\u4ee3\u306e\u6559\u990a<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30a4\u30ea\u30e4\u30fb\u30b5\u30c4\u30b1\u30d0\u30fc\u304c\u53b3\u9078\u3057\u305fAI\u8ad6\u6587\u30ea\u30b9\u30c8\u306e\u4e3b\u8981\u8ad6\u6587\u3092\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u306b\u89e3\u8aac\u3057\u3001\u3055\u3089\u306bClaude Code\u3092\u4f7f\u3063\u305f\u8ad6\u6587\u8aad\u89e3\u6cd5\u3068AI\u7d4c\u55b6\u306e\u539f\u5247\u307e\u3067\u8e0f\u307f\u8fbc\u307f\u307e\u3057\u305f\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>\u30a4\u30ea\u30e4\u30fb\u30b5\u30c4\u30b1\u30d0\u30fc\u306fOpenAI\u5171\u540c\u5275\u696d\u8005\u30fb\u5143\u4e3b\u4efb\u79d1\u5b66\u8005\u3067\u3042\u308a\u3001GPT\u30b7\u30ea\u30fc\u30ba\u306e\u6280\u8853\u7684\u65b9\u5411\u6027\u3092\u8a2d\u8a08\u3057\u305f\u4eba\u7269<\/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>AlexNet<\/strong>\u306f\u300c\u30c7\u30fc\u30bf \u00d7 \u8a08\u7b97 \u00d7 \u30e2\u30c7\u30eb\u306e\u6df1\u3055 = AI\u6027\u80fd\u300d\u3092\u5b9f\u8a3c\u3057\u305f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u9769\u547d\u306e\u8d77\u70b9<\/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>Transformer<\/strong>\uff08Attention Is All You Need\uff09\u306f\u73fe\u4ee3\u306e\u5168LLM\u306e\u57fa\u76e4\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><strong>Scaling Laws<\/strong>\u306fAI\u6027\u80fd\u304c\u6295\u8cc7\u984d\u306b\u6bd4\u4f8b\u3059\u308b\u3053\u3068\u306e\u79d1\u5b66\u7684\u6839\u62e0<\/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>Claude Code\u3067\u8ad6\u6587PDF\u8981\u7d04+\u5b9f\u52d9\u7ffb\u8a33<\/strong>\u3059\u308c\u3070\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3082\u6700\u65b0\u8ad6\u6587\u306e\u77e5\u898b\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u305b\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>\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u30ea\u30b9\u30c8\u304b\u3089\u5c0e\u304b\u308c\u308bAI\u7d4c\u55b6\u306e\u539f\u5247\uff1a<strong>\u6295\u8cc7\u6bd4\u4f8b \/ \u30b7\u30f3\u30d7\u30eb\u512a\u5148 \/ \u6ce8\u610f\u96c6\u4e2d \/ \u5916\u90e8\u8a18\u61b6\u6d3b\u7528 \/ \u5b89\u5168\u6027\u5148\u884c<\/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><strong>\u6708$200\u306eClaude Max 20x<\/strong>\u3067\u5f0a\u793e\u306f\u6708160\u6642\u9593\u306e\u696d\u52d9\u524a\u6e1b\u3092\u5b9f\u73fe\u4e2d<\/span><\/div>\n\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u8ad6\u6587\u30ea\u30b9\u30c8\u304c\u6559\u3048\u3066\u304f\u308c\u308b\u6700\u5927\u306e\u6559\u8a13\u306f\u3001<strong>\u300cAI\u306e\u9032\u5316\u306f\u6b62\u307e\u3089\u306a\u3044\u300d<\/strong>\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002AlexNet\uff082012\u5e74\uff09\u2192 Transformer\uff082017\u5e74\uff09\u2192 Scaling Laws\uff082020\u5e74\uff09\u2192 GPT-4\/Claude Opus\uff082024\u5e74\u301c\uff09\u2014\u2014\u3053\u306e\u52a0\u901f\u306f\u3001\u79d1\u5b66\u7684\u6cd5\u5247\u306b\u88cf\u4ed8\u3051\u3089\u308c\u305f\u5fc5\u7136\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7d4c\u55b6\u8005\u306b\u3068\u3063\u3066\u306e\u554f\u3044\u306f\u300cAI\u304c\u9032\u5316\u3059\u308b\u304b\u3069\u3046\u304b\u300d\u3067\u306f\u306a\u304f\u3001<strong>\u300c\u305d\u306e\u9032\u5316\u306b\u81ea\u793e\u306e\u30d3\u30b8\u30cd\u30b9\u3092\u3069\u3046\u4e57\u305b\u308b\u304b\u300d<\/strong>\u3067\u3059\u3002Claude Code\u3068\u3044\u3046\u5b9f\u7528\u7684\u306a\u30c4\u30fc\u30eb\u304c\u65e2\u306b\u624b\u5143\u306b\u3042\u308b\u4eca\u3001\u8ad6\u6587\u3092\u8aad\u3080\u4ee3\u308f\u308a\u306b\u300cAI\u3092\u4f7f\u3063\u3066\u8ad6\u6587\u3092\u7406\u89e3\u3057\u3001\u305d\u306e\u77e5\u898b\u3092\u696d\u52d9\u306b\u9069\u7528\u3059\u308b\u300d\u2014\u2014\u3053\u308c\u304c\u6700\u3082\u5408\u7406\u7684\u306a\u884c\u52d5\u3067\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\">\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u30ea\u30b9\u30c8\u306b\u542b\u307e\u308c\u308b\u8ad6\u6587\u306f\u3001\u3069\u308c\u3082\u300c\u6b21\u306e10\u5e74\u306eAI\u300d\u3092\u4e88\u6e2c\u3059\u308b\u305f\u3081\u306e\u624b\u304c\u304b\u308a\u3067\u3059\u3002Claude Code\u3092\u4f7f\u3048\u3070\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3082\u3053\u308c\u3089\u306e\u77e5\u898b\u3092\u7d4c\u55b6\u5224\u65ad\u306b\u6d3b\u304b\u305b\u307e\u3059\u3002\u307e\u305a\u306f1\u672c\u3001Transformer\u306e\u8ad6\u6587\u304b\u3089Claude Code\u306b\u8aad\u307e\u305b\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">AI\u8ad6\u6587\u306e\u77e5\u898b\u3092\u7d4c\u55b6\u306b\u7ffb\u8a33\u3059\u308b \u2500\u2500 AI\u9b3c\u7ba1\u7406\u304c\u4f34\u8d70\u3057\u307e\u3059<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u8ad6\u6587\u30ea\u30b9\u30c8\u306e\u77e5\u898b\u3092\u3001\u3042\u306a\u305f\u306e\u4f1a\u793e\u306e\u696d\u52d9\u6539\u5584\u306b\u3069\u3046\u6d3b\u304b\u3059\u304b\u3002<br>Claude Code\u306e\u5c0e\u5165\u304b\u3089\u696d\u52d9\u81ea\u52d5\u5316\u306e\u8a2d\u8a08\u307e\u3067\u3001\u5b9f\u8df5\u30d9\u30fc\u30b9\u3067\u304a\u624b\u4f1d\u3044\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\">\u300cAI\u8ad6\u6587\u306f\u5206\u304b\u3063\u305f\u3051\u3069\u3001\u5177\u4f53\u7684\u306b\u81ea\u793e\u3067\u3069\u3046\u59cb\u3081\u308c\u3070\u3044\u3044\u304b\u5206\u304b\u3089\u306a\u3044\u300d\u3068\u3044\u3046\u65b9\u306f\u305c\u3072\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002\u5f0a\u793e\u306e\u5b9f\u904b\u7528\u30ce\u30a6\u30cf\u30a6\uff08\u6708160\u6642\u9593\u524a\u6e1b\uff09\u3092\u30d9\u30fc\u30b9\u306b\u3001\u500b\u5225\u306e\u5c0e\u5165\u8a2d\u8a08\u3092\u304a\u624b\u4f1d\u3044\u3057\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n\n<div style=\"background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);border-radius:16px;padding:36px 32px;margin:48px 0 16px;color:#fff;\">\n  <p style=\"font-size:13px;font-weight:700;color:#dc2626;letter-spacing:2px;margin:0 0 12px;\">NEXT STEP<\/p>\n  <p style=\"font-size:22px;font-weight:800;line-height:1.5;margin:0 0 20px;\">\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=\"background:rgba(255,255,255,0.06);border:1px solid rgba(255,255,255,0.12);border-radius:12px;padding:24px;max-width:560px;margin:0 auto;\">\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;margin:0 0 12px;\">AI\u9b3c\u7ba1\u7406<\/p>\n    <p style=\"font-size:14px;color:rgba(255,255,255,0.75);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;\">\n      <a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&amp;utm_medium=article&amp;utm_campaign=cc-ilya-sutskever-reading-list&amp;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\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. \u30a4\u30ea\u30e4\u30fb\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u8ad6\u6587\u30ea\u30b9\u30c8\u306f\u4f55\u672c\u3042\u308a\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u30b5\u30c4\u30b1\u30d0\u30fc\u304c\u516c\u958b\u3057\u305f\u30ea\u30b9\u30c8\u306b\u306f\u7d0430\u672c\u306e\u8ad6\u6587\u30fb\u66f8\u7c4d\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u6642\u671f\u306b\u3088\u3063\u3066\u8ffd\u52a0\u3084\u5909\u66f4\u304c\u3042\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u3001\u56fa\u5b9a\u7684\u306a\u30ea\u30b9\u30c8\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u8ad6\u6587\u306f\u5168\u3066\u82f1\u8a9e\u3067\u3059\u304b\uff1f\u65e5\u672c\u8a9e\u8a33\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u30ea\u30b9\u30c8\u306e\u8ad6\u6587\u306f\u5168\u3066\u82f1\u8a9e\u3067\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002\u4e00\u90e8\u306f\u65e5\u672c\u8a9e\u306e\u89e3\u8aac\u8a18\u4e8b\u3084\u66f8\u7c4d\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u539f\u8ad6\u6587\u306e\u5b8c\u5168\u306a\u65e5\u672c\u8a9e\u8a33\u306f\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002Claude Code\u3092\u4f7f\u3048\u3070\u3001\u539f\u6587PDF\u3092\u65e5\u672c\u8a9e\u3067\u8981\u7d04\u30fb\u89e3\u8aac\u3055\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. AI\u8ad6\u6587\u3092\u8aad\u3080\u524d\u63d0\u77e5\u8b58\u3068\u3057\u3066\u4f55\u304c\u5fc5\u8981\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u539f\u8ad6\u6587\u3092\u5b8c\u5168\u306b\u7406\u89e3\u3059\u308b\u306b\u306f\u7dda\u5f62\u4ee3\u6570\u30fb\u78ba\u7387\u7d71\u8a08\u30fb\u5fae\u5206\u7a4d\u5206\u306e\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3059\u304c\u3001\u3053\u306e\u8a18\u4e8b\u306e\u3088\u3046\u306a\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u89e3\u8aac\u3067\u3042\u308c\u3070\u524d\u63d0\u77e5\u8b58\u306f\u4e0d\u8981\u3067\u3059\u3002\u300cAI\u304c\u4f55\u3092\u3057\u3066\u3044\u308b\u304b\u300d\u306e\u6982\u5ff5\u30ec\u30d9\u30eb\u3067\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u76ee\u7684\u3067\u3042\u308c\u3070\u3001\u6570\u5b66\u306e\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u5341\u5206\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. Claude Code\u3067\u8ad6\u6587\u3092\u8aad\u307e\u305b\u308b\u306e\u306b\u8ffd\u52a0\u6599\u91d1\u306f\u304b\u304b\u308a\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. Claude Code\u306e\u5229\u7528\u306fPro\/Max\u30d7\u30e9\u30f3\u306b\u542b\u307e\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8ffd\u52a0\u6599\u91d1\u306f\u4e0d\u8981\u3067\u3059\u3002Pro\u30d7\u30e9\u30f3\uff08\u6708$20\uff09\u304b\u3089\u5229\u7528\u53ef\u80fd\u3067\u3001PDF\u306e\u8aad\u307f\u8fbc\u307f\u3068\u8981\u7d04\u3082\u6a19\u6e96\u6a5f\u80fd\u306e\u7bc4\u56f2\u5185\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u30b5\u30c4\u30b1\u30d0\u30fc\u304c\u73fe\u5728\u53d6\u308a\u7d44\u3093\u3067\u3044\u308bSafe Superintelligence Inc.\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. 2024\u5e74\u306b\u30b5\u30c4\u30b1\u30d0\u30fc\u304c\u8a2d\u7acb\u3057\u305f\u3001\u300c\u5b89\u5168\u306a\u8d85\u77e5\u80fd\u300d\u306e\u5b9f\u73fe\u3092\u76ee\u6307\u3059\u4f01\u696d\u3067\u3059\u3002\u5546\u7528AI\u88fd\u54c1\u306e\u958b\u767a\u3067\u306f\u306a\u304f\u3001AGI\uff08\u6c4e\u7528\u4eba\u5de5\u77e5\u80fd\uff09\u3092\u5b89\u5168\u306b\u958b\u767a\u3059\u308b\u305f\u3081\u306e\u57fa\u790e\u7814\u7a76\u306b\u7279\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u5177\u4f53\u7684\u306a\u6210\u679c\u306f\u307e\u3060\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u304c\u3001AI\u5b89\u5168\u6027\u5206\u91ce\u3067\u6700\u3082\u6ce8\u76ee\u3055\u308c\u308b\u7d44\u7e54\u306e\u4e00\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. Transformer\u306e\u8ad6\u6587\u306f\u306a\u305c\u300cAttention Is All You Need\u300d\u3068\u3044\u3046\u30bf\u30a4\u30c8\u30eb\u306a\u306e\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u305d\u308c\u307e\u3067\u306eAI\u30e2\u30c7\u30eb\u306f\u300cRNN + Attention\u300d\u306e\u3088\u3046\u306b\u3001\u518d\u5e30\u578b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068Attention\u6a5f\u69cb\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3044\u307e\u3057\u305f\u3002\u3053\u306e\u8ad6\u6587\u306fRNN\u3092\u5ec3\u6b62\u3057\u3001Attention\u6a5f\u69cb\u3060\u3051\u3067\u5168\u3066\u306e\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3057\u305f\u305f\u3081\u3001\u300cAttention\u3060\u3051\u3067\u5341\u5206\uff08All You Need\uff09\u300d\u3068\u3044\u3046\u30bf\u30a4\u30c8\u30eb\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u5247\u306f\u6c38\u9060\u306b\u7d9a\u304f\u306e\u3067\u3059\u304b\uff1f\u9650\u754c\u306f\u306a\u3044\u306e\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u3053\u308c\u306fAI\u7814\u7a76\u6700\u5927\u306e\u672a\u89e3\u6c7a\u554f\u984c\u306e\u4e00\u3064\u3067\u3059\u3002\u73fe\u6642\u70b9\u3067\u306f\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u5247\u306e\u58c1\u306f\u898b\u3064\u304b\u3063\u3066\u3044\u307e\u305b\u3093\u304c\u3001\u7269\u7406\u7684\u306a\u5236\u7d04\uff08\u96fb\u529b\u30fb\u534a\u5c0e\u4f53\u306e\u9650\u754c\uff09\u3084\u30c7\u30fc\u30bf\u306e\u67af\u6e07\uff08\u5b66\u7fd2\u306b\u4f7f\u3048\u308b\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u7dcf\u91cf\uff09\u304c\u5c06\u6765\u7684\u306a\u4e0a\u9650\u306b\u306a\u308b\u53ef\u80fd\u6027\u306f\u8b70\u8ad6\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u7d4c\u55b6\u8005\u304cAI\u8ad6\u6587\u3092\u5b66\u3076\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. AI\u30d9\u30f3\u30c0\u30fc\u306e\u63d0\u6848\u3092\u300c\u9d5c\u5451\u307f\u306b\u305b\u305a\u306b\u5224\u65ad\u3067\u304d\u308b\u300d\u3088\u3046\u306b\u306a\u308b\u3053\u3068\u3067\u3059\u3002\u4f8b\u3048\u3070\u300c\u5f53\u793e\u306eAI\u306f\u6700\u65b0\u306eTransformer\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63a1\u7528\u300d\u3068\u8a00\u308f\u308c\u305f\u6642\u306b\u3001\u305d\u308c\u304c\u4f55\u3092\u610f\u5473\u3057\u3001\u7af6\u5408\u4ed6\u793e\u306eAI\u3068\u4f55\u304c\u9055\u3046\u306e\u304b\u3092\u81ea\u5206\u3067\u8a55\u4fa1\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u7d50\u679c\u3068\u3057\u3066\u3001AI\u6295\u8cc7\u306e\u8cbb\u7528\u5bfe\u52b9\u679c\u3092\u9069\u5207\u306b\u5224\u65ad\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\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\": \"\u30a4\u30ea\u30e4\u30fb\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u8ad6\u6587\u30ea\u30b9\u30c8\u306f\u4f55\u672c\u3042\u308a\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u30b5\u30c4\u30b1\u30d0\u30fc\u304c\u516c\u958b\u3057\u305f\u30ea\u30b9\u30c8\u306b\u306f\u7d0430\u672c\u306e\u8ad6\u6587\u30fb\u66f8\u7c4d\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u6642\u671f\u306b\u3088\u3063\u3066\u8ffd\u52a0\u3084\u5909\u66f4\u304c\u3042\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u3001\u56fa\u5b9a\u7684\u306a\u30ea\u30b9\u30c8\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u8ad6\u6587\u306f\u5168\u3066\u82f1\u8a9e\u3067\u3059\u304b\uff1f\u65e5\u672c\u8a9e\u8a33\u306f\u3042\u308a\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u30b5\u30c4\u30b1\u30d0\u30fc\u306e\u30ea\u30b9\u30c8\u306e\u8ad6\u6587\u306f\u5168\u3066\u82f1\u8a9e\u3067\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002\u4e00\u90e8\u306f\u65e5\u672c\u8a9e\u306e\u89e3\u8aac\u8a18\u4e8b\u3084\u66f8\u7c4d\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u539f\u8ad6\u6587\u306e\u5b8c\u5168\u306a\u65e5\u672c\u8a9e\u8a33\u306f\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002Claude Code\u3092\u4f7f\u3048\u3070\u3001\u539f\u6587PDF\u3092\u65e5\u672c\u8a9e\u3067\u8981\u7d04\u30fb\u89e3\u8aac\u3055\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"AI\u8ad6\u6587\u3092\u8aad\u3080\u524d\u63d0\u77e5\u8b58\u3068\u3057\u3066\u4f55\u304c\u5fc5\u8981\u3067\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u539f\u8ad6\u6587\u3092\u5b8c\u5168\u306b\u7406\u89e3\u3059\u308b\u306b\u306f\u7dda\u5f62\u4ee3\u6570\u30fb\u78ba\u7387\u7d71\u8a08\u30fb\u5fae\u5206\u7a4d\u5206\u306e\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3059\u304c\u3001\u3053\u306e\u8a18\u4e8b\u306e\u3088\u3046\u306a\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u89e3\u8aac\u3067\u3042\u308c\u3070\u524d\u63d0\u77e5\u8b58\u306f\u4e0d\u8981\u3067\u3059\u3002\u300cAI\u304c\u4f55\u3092\u3057\u3066\u3044\u308b\u304b\u300d\u306e\u6982\u5ff5\u30ec\u30d9\u30eb\u3067\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u76ee\u7684\u3067\u3042\u308c\u3070\u3001\u6570\u5b66\u306e\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u5341\u5206\u3067\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"Claude Code\u3067\u8ad6\u6587\u3092\u8aad\u307e\u305b\u308b\u306e\u306b\u8ffd\u52a0\u6599\u91d1\u306f\u304b\u304b\u308a\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"Claude Code\u306e\u5229\u7528\u306fPro\/Max\u30d7\u30e9\u30f3\u306b\u542b\u307e\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8ffd\u52a0\u6599\u91d1\u306f\u4e0d\u8981\u3067\u3059\u3002Pro\u30d7\u30e9\u30f3\uff08\u6708$20\uff09\u304b\u3089\u5229\u7528\u53ef\u80fd\u3067\u3001PDF\u306e\u8aad\u307f\u8fbc\u307f\u3068\u8981\u7d04\u3082\u6a19\u6e96\u6a5f\u80fd\u306e\u7bc4\u56f2\u5185\u3067\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u30b5\u30c4\u30b1\u30d0\u30fc\u304c\u73fe\u5728\u53d6\u308a\u7d44\u3093\u3067\u3044\u308bSafe Superintelligence Inc.\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"2024\u5e74\u306b\u30b5\u30c4\u30b1\u30d0\u30fc\u304c\u8a2d\u7acb\u3057\u305f\u3001\u300c\u5b89\u5168\u306a\u8d85\u77e5\u80fd\u300d\u306e\u5b9f\u73fe\u3092\u76ee\u6307\u3059\u4f01\u696d\u3067\u3059\u3002\u5546\u7528AI\u88fd\u54c1\u306e\u958b\u767a\u3067\u306f\u306a\u304f\u3001AGI\uff08\u6c4e\u7528\u4eba\u5de5\u77e5\u80fd\uff09\u3092\u5b89\u5168\u306b\u958b\u767a\u3059\u308b\u305f\u3081\u306e\u57fa\u790e\u7814\u7a76\u306b\u7279\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u5177\u4f53\u7684\u306a\u6210\u679c\u306f\u307e\u3060\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u304c\u3001AI\u5b89\u5168\u6027\u5206\u91ce\u3067\u6700\u3082\u6ce8\u76ee\u3055\u308c\u308b\u7d44\u7e54\u306e\u4e00\u3064\u3067\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"Transformer\u306e\u8ad6\u6587\u306f\u306a\u305c\u300cAttention Is All You Need\u300d\u3068\u3044\u3046\u30bf\u30a4\u30c8\u30eb\u306a\u306e\u3067\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u305d\u308c\u307e\u3067\u306eAI\u30e2\u30c7\u30eb\u306f\u300cRNN + Attention\u300d\u306e\u3088\u3046\u306b\u3001\u518d\u5e30\u578b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068Attention\u6a5f\u69cb\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3044\u307e\u3057\u305f\u3002\u3053\u306e\u8ad6\u6587\u306fRNN\u3092\u5ec3\u6b62\u3057\u3001Attention\u6a5f\u69cb\u3060\u3051\u3067\u5168\u3066\u306e\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3057\u305f\u305f\u3081\u3001\u300cAttention\u3060\u3051\u3067\u5341\u5206\uff08All You Need\uff09\u300d\u3068\u3044\u3046\u30bf\u30a4\u30c8\u30eb\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u5247\u306f\u6c38\u9060\u306b\u7d9a\u304f\u306e\u3067\u3059\u304b\uff1f\u9650\u754c\u306f\u306a\u3044\u306e\u3067\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u3053\u308c\u306fAI\u7814\u7a76\u6700\u5927\u306e\u672a\u89e3\u6c7a\u554f\u984c\u306e\u4e00\u3064\u3067\u3059\u3002\u73fe\u6642\u70b9\u3067\u306f\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u5247\u306e\u58c1\u306f\u898b\u3064\u304b\u3063\u3066\u3044\u307e\u305b\u3093\u304c\u3001\u7269\u7406\u7684\u306a\u5236\u7d04\uff08\u96fb\u529b\u30fb\u534a\u5c0e\u4f53\u306e\u9650\u754c\uff09\u3084\u30c7\u30fc\u30bf\u306e\u67af\u6e07\uff08\u5b66\u7fd2\u306b\u4f7f\u3048\u308b\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u7dcf\u91cf\uff09\u304c\u5c06\u6765\u7684\u306a\u4e0a\u9650\u306b\u306a\u308b\u53ef\u80fd\u6027\u306f\u8b70\u8ad6\u3055\u308c\u3066\u3044\u307e\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u7d4c\u55b6\u8005\u304cAI\u8ad6\u6587\u3092\u5b66\u3076\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u4f55\u3067\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"AI\u30d9\u30f3\u30c0\u30fc\u306e\u63d0\u6848\u3092\u300c\u9d5c\u5451\u307f\u306b\u305b\u305a\u306b\u5224\u65ad\u3067\u304d\u308b\u300d\u3088\u3046\u306b\u306a\u308b\u3053\u3068\u3067\u3059\u3002\u4f8b\u3048\u3070\u300c\u5f53\u793e\u306eAI\u306f\u6700\u65b0\u306eTransformer\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63a1\u7528\u300d\u3068\u8a00\u308f\u308c\u305f\u6642\u306b\u3001\u305d\u308c\u304c\u4f55\u3092\u610f\u5473\u3057\u3001\u7af6\u5408\u4ed6\u793e\u306eAI\u3068\u4f55\u304c\u9055\u3046\u306e\u304b\u3092\u81ea\u5206\u3067\u8a55\u4fa1\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u7d50\u679c\u3068\u3057\u3066\u3001AI\u6295\u8cc7\u306e\u8cbb\u7528\u5bfe\u52b9\u679c\u3092\u9069\u5207\u306b\u5224\u65ad\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\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 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