{"id":3212,"date":"2026-09-29T18:00:31","date_gmt":"2026-09-29T09:00:31","guid":{"rendered":"https:\/\/aiiot.jp\/?p=3212"},"modified":"2026-09-29T18:00:31","modified_gmt":"2026-09-29T09:00:31","slug":"jev-typesafe-ai-non-autoregressive-system1","status":"publish","type":"post","link":"https:\/\/aiiot.jp\/index.php\/2026\/09\/29\/jev-typesafe-ai-non-autoregressive-system1\/","title":{"rendered":"\u300c\u6b21\u306e\u5358\u8a9e\u3092\u4e88\u6e2c\u3057\u306a\u3044\u300dAI\u3068\u306f\uff1fJev\u306e\u9769\u65b0\u7684\u306a\u4ed5\u7d44\u307f\u3092\u89e3\u8aac"},"content":{"rendered":"\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_88 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u3082\u304f\u3058<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-6abc4b2b60ec3\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span 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>\u300c\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u7b54\u3048\u300d\u3067\u306f\u306a\u304f\u300c\u6b63\u3057\u3044\u78ba\u7387\u300d\u3092\u8fd4\u3059<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/aiiot.jp\/index.php\/2026\/09\/29\/jev-typesafe-ai-non-autoregressive-system1\/#%E3%80%8C%E5%9E%8B%E5%AE%89%E5%85%A8%E3%80%8D%E2%94%80%E2%94%80%E5%87%BA%E5%8A%9B%E3%81%8C%E5%BF%85%E3%81%9A%E4%BD%BF%E3%81%88%E3%82%8B%E5%BD%A2%E3%81%A7%E8%BF%94%E3%81%A3%E3%81%A6%E3%81%8F%E3%82%8B\" >\u300c\u578b\u5b89\u5168\u300d\u2500\u2500\u51fa\u529b\u304c\u5fc5\u305a\u4f7f\u3048\u308b\u5f62\u3067\u8fd4\u3063\u3066\u304f\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" 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href=\"https:\/\/aiiot.jp\/index.php\/2026\/09\/29\/jev-typesafe-ai-non-autoregressive-system1\/#%E6%B0%97%E3%82%92%E3%81%A4%E3%81%91%E3%81%9F%E3%81%84%E7%82%B9\" >\u6c17\u3092\u3064\u3051\u305f\u3044\u70b9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/aiiot.jp\/index.php\/2026\/09\/29\/jev-typesafe-ai-non-autoregressive-system1\/#%E3%82%88%E3%81%8F%E3%81%82%E3%82%8B%E8%B3%AA%E5%95%8F\" >\u3088\u304f\u3042\u308b\u8cea\u554f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/aiiot.jp\/index.php\/2026\/09\/29\/jev-typesafe-ai-non-autoregressive-system1\/#%E3%81%BE%E3%81%A8%E3%82%81\" >\u307e\u3068\u3081<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/aiiot.jp\/index.php\/2026\/09\/29\/jev-typesafe-ai-non-autoregressive-system1\/#%E5%8F%82%E8%80%83%E6%96%87%E7%8C%AE\" >\u53c2\u8003\u6587\u732e<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-0\"><span class=\"ez-toc-section\" id=\"ChatGPT%E3%82%92%E7%94%9F%E3%82%93%E3%81%A0%E7%A0%94%E7%A9%B6%E8%80%85%E3%81%8C%E3%80%8CLLM%E3%82%92%E3%82%84%E3%82%81%E3%81%9F%E3%80%8D%E7%90%86%E7%94%B1%E2%94%80%E2%94%80Jev%E3%81%A8%E3%81%AF%E4%BD%95%E8%80%85%E3%81%8B\"><\/span>ChatGPT\u3092\u751f\u3093\u3060\u7814\u7a76\u8005\u304c\u300cLLM\u3092\u3084\u3081\u305f\u300d\u7406\u7531\u2500\u2500Jev\u3068\u306f\u4f55\u8005\u304b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">AI\u3068\u3044\u3048\u3070\u300cChatGPT\u300d\u300cClaude\u300d\u306e\u3088\u3046\u306a\u5927\u578b\u30e2\u30c7\u30eb\u304c\u5f53\u305f\u308a\u524d\u306b\u306a\u3063\u3066\u304d\u305f\u6628\u4eca\u3001\u300c\u3082\u3046LLM\u306f\u3044\u3089\u306a\u3044\u300d\u3068\u8a00\u3044\u5207\u308b\u65b0\u9854\u304c\u73fe\u308c\u307e\u3057\u305f\u3002\u305d\u306e\u540d\u306f <strong>Jev<\/strong>\u2500\u2500ChatGPT\u8a95\u751f\u306b\u3082\u6df1\u304f\u95a2\u308f\u3063\u305f\u7814\u7a76\u8005\u304c2024\u5e74\u306b\u5275\u696d\u3057\u305fTypeSafe AI\u304c2026\u5e749\u6708\u306b\u516c\u958b\u3057\u305fAI\u30e2\u30c7\u30eb\u3067\u3059\u3002\u5f93\u6765\u306eAI\u3068\u306f\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\uff08\u8a2d\u8a08\u306e\u6839\u672c\u69cb\u9020\uff09\u304c\u307e\u3063\u305f\u304f\u7570\u306a\u308a\u3001\u300c100\u500d\u901f\u304f\u3001100\u500d\u5b89\u3044\u300d\u3068\u3044\u3046\u9a5a\u304d\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u5024\u3082\u8a71\u984c\u3092\u547c\u3093\u3067\u3044\u307e\u3059\u3002\u300cAI\u306e\u30cb\u30e5\u30fc\u30b9\u306f\u591a\u3059\u304e\u3066\u3064\u3044\u3066\u3044\u3051\u306a\u3044\u300d\u3068\u3044\u3046\u65b9\u306b\u3053\u305d\u3001\u3053\u306e\u30e2\u30c7\u30eb\u304c\u793a\u3059\u767a\u60f3\u306e\u8ee2\u63db\u306f\u305c\u3072\u77e5\u3063\u3066\u304a\u3044\u3066\u307b\u3057\u3044\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-1\"><span class=\"ez-toc-section\" id=\"%E3%81%9D%E3%82%82%E3%81%9D%E3%82%82%E3%81%A9%E3%81%86%E3%81%84%E3%81%86%E3%81%93%E3%81%A8%EF%BC%9F%E2%94%80%E2%94%80%E3%80%8C%E5%8D%98%E8%AA%9E%E3%82%92%E9%A0%86%E7%95%AA%E3%81%AB%E5%87%BA%E3%81%99%E3%80%8D%E3%82%92%E3%82%84%E3%82%81%E3%81%9FAI\"><\/span>\u305d\u3082\u305d\u3082\u3069\u3046\u3044\u3046\u3053\u3068\uff1f\u2500\u2500\u300c\u5358\u8a9e\u3092\u9806\u756a\u306b\u51fa\u3059\u300d\u3092\u3084\u3081\u305fAI<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">\u307e\u305a\u3001\u3075\u3064\u3046\u306eAI\uff08LLM\u3068\u547c\u3070\u308c\u308b\u3082\u306e\uff09\u304c\u3069\u3046\u52d5\u3044\u3066\u3044\u308b\u304b\u60f3\u50cf\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u3042\u306a\u305f\u304c\u8cea\u554f\u3092\u5165\u529b\u3059\u308b\u3068\u3001AI\u306f\u300c\u6b21\u306b\u6765\u308b\u5358\u8a9e\u306f\u306a\u3093\u3060\u308d\u3046\uff1f\u300d\u3068\u4e00\u8a9e\u305a\u3064\u4e88\u6e2c\u3057\u306a\u304c\u3089\u56de\u7b54\u3092\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002\u3057\u3083\u3079\u308a\u306a\u304c\u3089\u6587\u7ae0\u3092\u8003\u3048\u3066\u3044\u304f\u4eba\u9593\u307f\u305f\u3044\u306a\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u3002\u3053\u308c\u3092 <span style=\"background:linear-gradient(transparent 58%, #fff176 58%);font-weight:600;padding:0 .06em;\"><strong>\u81ea\u5df1\u56de\u5e30\uff08\u30aa\u30fc\u30c8\u30ea\u30b0\u30ec\u30c3\u30b7\u30d6\uff09\u65b9\u5f0f<\/strong><\/span> \u3068\u8a00\u3044\u307e\u3059\u3002\u56de\u7b54\u304c\u9577\u304f\u306a\u308b\u307b\u3069\u51e6\u7406\u6642\u9593\u3082\u9577\u304f\u306a\u308b\u69cb\u9020\u3067\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\">Jev\u306f\u3053\u306e\u4ed5\u7d44\u307f\u3092\u307e\u308b\u3054\u3068\u6368\u3066\u3066\u3044\u307e\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u300c\u6b21\u306e\u5358\u8a9e\u306f\uff1f\u300d\u3092\u7e70\u308a\u8fd4\u3059\u4ee3\u308f\u308a\u306b\u3001<strong>\u3042\u3089\u304b\u3058\u3081\u6c7a\u3081\u305f\u9078\u629e\u80a2\uff08\u30b9\u30ad\u30fc\u30de\uff09\u306b\u5bfe\u3057\u3066\u300c\u3069\u308c\u304c\u3069\u308c\u304f\u3089\u3044\u6b63\u3057\u3044\u304b\u300d\u3092\u4e00\u767a\u3067\u63a1\u70b9\u3057\u3066\u8fd4\u3059<\/strong>\u306e\u304cJev\u306e\u52d5\u304d\u65b9\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u300c\u3053\u306e\u5546\u54c1\u30ec\u30d3\u30e5\u30fc\u306f\u80af\u5b9a\u7684\u30fb\u5426\u5b9a\u7684\u30fb\u4e2d\u7acb\u306e\u3069\u308c\uff1f\u300d\u3068\u3044\u3046\u554f\u3044\u306b\u3001\u300c\u80af\u5b9a\u7684\uff1a\u78ba\u73870.82\u3001\u5426\u5b9a\u7684\uff1a\u78ba\u73870.11\u3001\u4e2d\u7acb\uff1a\u78ba\u73870.07\u300d\u306e\u3088\u3046\u306a\u5f62\u3067\u5373\u7b54\u3057\u307e\u3059\u3002\u6587\u7ae0\u3092\u3064\u3089\u3064\u3089\u3068\u66f8\u304d\u51fa\u3059\u5fc5\u8981\u304c\u306a\u3044\u305f\u3081\u3001\u51e6\u7406\u6642\u9593\u306f <span style=\"background:linear-gradient(transparent 58%, #fff176 58%);font-weight:600;padding:0 .06em;\">70\u301c500\u30df\u30ea\u79d2\uff080.07\u301c0.5\u79d2\uff09<\/span> \u3068\u3044\u3046\u8d85\u9ad8\u901f\u3067\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\">TypeSafe AI\u306f\u3053\u306e\u65b9\u5f0f\u3092\u300c<strong>System 1\u30e2\u30c7\u30eb<\/strong>\u300d\u3068\u540d\u4ed8\u3051\u3066\u3044\u307e\u3059\u3002\u5fc3\u7406\u5b66\u8005\u30ab\u30fc\u30cd\u30de\u30f3\u304c\u63d0\u5531\u3057\u305f\u300c\u901f\u3044\u76f4\u611f\u7684\u601d\u8003\uff08System 1\uff09\uff0f\u9045\u3044\u8ad6\u7406\u7684\u601d\u8003\uff08System 2\uff09\u300d\u306e\u6982\u5ff5\u304b\u3089\u501f\u308a\u305f\u8a00\u8449\u3067\u3001\u300cChatGPT\u306e\u3088\u3046\u306a\u63a8\u8ad6\u578bLLM\u306fSystem 2\u300d\u300cJev\u306f\u305d\u308c\u3088\u308a\u901f\u3044\u76f4\u611f\u7684\u306aSystem 1\u300d\u3068\u3044\u3046\u5bfe\u6bd4\u3067\u3059\u3002<\/p>\n<figure style=\"margin:1.6em 0;text-align:center;\"><img decoding=\"async\" src=\"https:\/\/aiiot.jp\/wp-content\/uploads\/2026\/09\/0ea5f35a_illus1_1790579974-1.png\" alt=\"\u81ea\u5df1\u56de\u5e30\u30e2\u30c7\u30eb\u304c\u5358\u8a9e\u3092\u4e00\u3064\u305a\u3064\u9806\u756a\u306b\u51fa\u529b\u3059\u308b\u306e\u306b\u5bfe\u3057\u3001\u975e\u81ea\u5df1\u56de\u5e30\u30e2\u30c7\u30eb\u304c\u5168\u51fa\u529b\u3092\u4e00\u62ec\u3067\u4e26\u5217\u51e6\u7406\u3059\u308b\u30a4\u30e1\u30fc\u30b8\u56f3\" style=\"max-width:100%;height:auto;border-radius:10px;border:1px solid #e5e9ef;\"><\/figure>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-2\"><span class=\"ez-toc-section\" id=\"%E3%81%AA%E3%81%9C%E6%B3%A8%E7%9B%AE%E3%81%95%E3%82%8C%E3%81%A6%E3%81%84%E3%82%8B%E3%81%AE%E3%81%8B%EF%BC%8F%E4%BD%95%E3%81%8C%E3%81%99%E3%81%94%E3%81%84%E3%81%AE%E3%81%8B\"><\/span>\u306a\u305c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304b\uff0f\u4f55\u304c\u3059\u3054\u3044\u306e\u304b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 style=\"margin:1.5em 0 .5em;padding:.15em 0 .15em .6em;border-left:4px solid #4fae74;font-size:1.18em;font-weight:700;color:#24303f;line-height:1.5;\" id=\"i-3\"><span class=\"ez-toc-section\" id=\"%E5%9C%A7%E5%80%92%E7%9A%84%E3%81%AA%E9%80%9F%E3%81%95%E3%81%A8%E3%82%B3%E3%82%B9%E3%83%88%E3%81%AE%E5%AE%89%E3%81%95\"><\/span>\u5727\u5012\u7684\u306a\u901f\u3055\u3068\u30b3\u30b9\u30c8\u306e\u5b89\u3055<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"wp-block-paragraph\">\u7b2c\u4e09\u8005\u8a08\u6e2c\u306b\u3088\u308b\u3068\u3001150\u30c8\u30fc\u30af\u30f3\uff08\u7d04100\u8a9e\uff09\u306e\u62bd\u51fa\u30bf\u30b9\u30af\u3067\uff1a<\/p>\n<figure style=\"margin:1.6em 0;text-align:center;\"><img decoding=\"async\" src=\"https:\/\/aiiot.jp\/wp-content\/uploads\/2026\/09\/0ea5f35a_chart2_1790579975-1.png\" alt=\"\u4e3b\u8981AI\u30e2\u30c7\u30eb\u306e\u30ec\u30a4\u30c6\u30f3\u30b7\u6bd4\u8f03\uff08\u30df\u30ea\u79d2\uff09\" style=\"max-width:100%;height:auto;border-radius:10px;border:1px solid #e5e9ef;\"><\/figure>\n<p class=\"wp-block-paragraph\">Jev\u306fGPT-4o-mini\u306e\u7d0430\u500d\u901f\u3044\u8a08\u7b97\u306b\u306a\u308a\u307e\u3059\u3002\u4fa1\u683c\u3082\u5165\u529b100\u4e07\u30c8\u30fc\u30af\u30f3\u3042\u305f\u308a0.042\u30c9\u30eb\u3067\u3001<strong>\u51fa\u529b\u306f\u7121\u6599<\/strong>\u3002TypeSafe\u793e\u306e\u81ea\u793e\u8a08\u6e2c\u3067\u306f\u300c193\u500d\u901f\u304f\u3001444\u500d\u5b89\u3044\u300d\u3068\u3044\u3046\u6570\u5b57\u3082\u51fa\u3066\u3044\u307e\u3059\uff08System 1\u5411\u3051\u30bf\u30b9\u30af\u3068\u306e\u6bd4\u8f03\uff09\u3002<\/p>\n<h3 style=\"margin:1.5em 0 .5em;padding:.15em 0 .15em .6em;border-left:4px solid #4fae74;font-size:1.18em;font-weight:700;color:#24303f;line-height:1.5;\" id=\"i-4\"><span class=\"ez-toc-section\" id=\"%E3%80%8C%E3%82%82%E3%81%A3%E3%81%A8%E3%82%82%E3%82%89%E3%81%97%E3%81%84%E7%AD%94%E3%81%88%E3%80%8D%E3%81%A7%E3%81%AF%E3%81%AA%E3%81%8F%E3%80%8C%E6%AD%A3%E3%81%97%E3%81%84%E7%A2%BA%E7%8E%87%E3%80%8D%E3%82%92%E8%BF%94%E3%81%99\"><\/span>\u300c\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u7b54\u3048\u300d\u3067\u306f\u306a\u304f\u300c\u6b63\u3057\u3044\u78ba\u7387\u300d\u3092\u8fd4\u3059<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"wp-block-paragraph\">ChatGPT\u306e\u3088\u3046\u306a\u5f93\u6765\u30e2\u30c7\u30eb\u306f <strong>RLHF<\/strong>\uff08\u4eba\u9593\u306e\u30ec\u30fc\u30bf\u30fc\u304c\u300c\u826f\u3044\u300d\u3068\u5224\u65ad\u3057\u305f\u7b54\u3048\u3092\u5831\u916c\u306b\u3059\u308b\u5b66\u7fd2\u6cd5\uff09\u3067\u8a13\u7df4\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u300c\u4eba\u9593\u306b\u597d\u307e\u308c\u308b\u300d\u7b54\u3048\u3092\u51fa\u3059\u306e\u306f\u5f97\u610f\u3067\u3059\u304c\u3001<strong>\u300c\u6b63\u78ba\u306a\u78ba\u4fe1\u5ea6\u3092\u4f1d\u3048\u308b\u300d\u3053\u3068\u306f\u82e6\u624b<\/strong>\u3068\u3044\u3046\u5f31\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\">Jev\u304c\u4f7f\u3046\u5b66\u7fd2\u624b\u6cd5\u306f <strong>RLCD\uff08Reinforcement Learning for Calibrated Decisions\uff09<\/strong>\u3002\u300c80%\u306e\u78ba\u4fe1\u3067\u8fd4\u3057\u305f\u7b54\u3048\u306f\u3001\u96c6\u8a08\u3057\u3066\u307f\u308b\u3068\u5b9f\u969b\u306b\u7d0480%\u6b63\u89e3\u3057\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u72b6\u614b\u3092\u5831\u916c\u306b\u3057\u307e\u3059\u3002\u5929\u6c17\u4e88\u5831\u306e\u300c\u964d\u6c34\u78ba\u738770%\u300d\u306b\u8fd1\u3044\u767a\u60f3\u3067\u3059\u3002\u6c17\u8c61\u4e88\u5831\u58eb\u304c\u300c70%\u300d\u3068\u8a00\u3063\u305f\u306e\u306b\u6bce\u56de\u96e8\u304c\u964d\u3089\u306a\u304b\u3063\u305f\u3089\u4fe1\u7528\u3067\u304d\u307e\u305b\u3093\u3088\u306d\uff1f <span style=\"background:linear-gradient(transparent 58%, #fff176 58%);font-weight:600;padding:0 .06em;\">Jev\u306f\u305d\u306e\u300c\u78ba\u4fe1\u5ea6\u306e\u6b63\u76f4\u3055\u300d\u3092\u5b66\u7fd2\u306e\u76ee\u6a19\u306b\u3057\u3066\u3044\u308b<\/span>\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\">TypeSafe\u793e\u306eCEO Diogo Almeida\u306f\u3001ChatGPT\u30fbGPT-4\u306e\u958b\u767a\u306b\u3082\u643a\u308f\u3063\u305f\u4eba\u7269\u3002\u305d\u306eAlmeida\u304c\u300cRLHF\u306b\u306f\u6b20\u9665\u304c\u3042\u308b\u300d\u3068\u8a00\u3044\u5207\u3063\u3066\u30bc\u30ed\u304b\u3089\u4f5c\u3063\u305f\u306e\u304c\u3053\u306e\u624b\u6cd5\u3067\u3059\u3002<\/p>\n<h3 style=\"margin:1.5em 0 .5em;padding:.15em 0 .15em .6em;border-left:4px solid #4fae74;font-size:1.18em;font-weight:700;color:#24303f;line-height:1.5;\" id=\"i-5\"><span class=\"ez-toc-section\" id=\"%E3%80%8C%E5%9E%8B%E5%AE%89%E5%85%A8%E3%80%8D%E2%94%80%E2%94%80%E5%87%BA%E5%8A%9B%E3%81%8C%E5%BF%85%E3%81%9A%E4%BD%BF%E3%81%88%E3%82%8B%E5%BD%A2%E3%81%A7%E8%BF%94%E3%81%A3%E3%81%A6%E3%81%8F%E3%82%8B\"><\/span>\u300c\u578b\u5b89\u5168\u300d\u2500\u2500\u51fa\u529b\u304c\u5fc5\u305a\u4f7f\u3048\u308b\u5f62\u3067\u8fd4\u3063\u3066\u304f\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"wp-block-paragraph\">Jev\u3068\u3044\u3046\u540d\u524d\u306e\u300cTypesafe\u300d\u306f\u6280\u8853\u7684\u306a\u30ad\u30fc\u30ef\u30fc\u30c9\u3067\u3059\u3002\u5f93\u6765\u306eLLM\u306f\u30c6\u30ad\u30b9\u30c8\u3067\u56de\u7b54\u3059\u308b\u305f\u3081\u3001\u305d\u308c\u3092\u30b7\u30b9\u30c6\u30e0\u304c\u8aad\u307f\u53d6\u308d\u3046\u3068\u3059\u308b\u3068\u300c\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u304c\u5d29\u308c\u3066\u3044\u305f\u300d\u300c\u4f59\u8a08\u306a\u8a00\u8449\u304c\u6df7\u3058\u3063\u305f\u300d\u3068\u3044\u3046\u30a8\u30e9\u30fc\u304c\u8d77\u304d\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\">Jev\u306f\u3042\u3089\u304b\u3058\u3081\u30b9\u30ad\u30fc\u30de\uff08\u56de\u7b54\u306e\u578b\uff09\u3092\u5b9a\u7fa9\u3057\u3066\u554f\u3044\u5408\u308f\u305b\u308b\u8a2d\u8a08\u306a\u306e\u3067\u3001<strong>\u69cb\u6587\u30a8\u30e9\u30fc\u3084\u5f62\u5f0f\u306e\u5d29\u308c\u304c\u8a2d\u8a08\u4e0a\u767a\u751f\u3057\u306a\u3044<\/strong>\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u305d\u306e\u307e\u307e\u4f7f\u3048\u308b\u30c7\u30fc\u30bf\u304c\u4e00\u767a\u3067\u8fd4\u3063\u3066\u304f\u308b\u3001\u3068\u3044\u3046\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u3002<\/p>\n<h3 style=\"margin:1.5em 0 .5em;padding:.15em 0 .15em .6em;border-left:4px solid #4fae74;font-size:1.18em;font-weight:700;color:#24303f;line-height:1.5;\" id=\"i-6\"><span class=\"ez-toc-section\" id=\"%E8%B3%AA%E5%95%8F%E3%81%AE%E6%95%B0%E3%81%8C%E5%A2%97%E3%81%88%E3%81%A6%E3%82%82%E9%80%9F%E5%BA%A6%E3%81%8C%E5%A4%89%E3%82%8F%E3%82%89%E3%81%AA%E3%81%84\"><\/span>\u8cea\u554f\u306e\u6570\u304c\u5897\u3048\u3066\u3082\u901f\u5ea6\u304c\u5909\u308f\u3089\u306a\u3044<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"wp-block-paragraph\">\u300c\u5728\u5eab\u3042\u308a\uff1f\u300d\u300c\u5272\u5f15\u5bfe\u8c61\uff1f\u300d\u300c\u30ab\u30c6\u30b4\u30ea\u306f\uff1f\u300d\u30683\u3064\u805e\u3044\u3066\u3082\u3001Jev\u306f\u4e26\u5217\uff08\u540c\u6642\uff09\u306b\u51e6\u7406\u3059\u308b\u305f\u3081\u6642\u9593\u304c\u307b\u307c\u5909\u308f\u308a\u307e\u305b\u3093\u3002\u901a\u5e38\u306eLLM\u3060\u3068\u8cea\u554f\u304c\u5897\u3048\u305f\u5206\u3060\u3051\u6642\u9593\u3082\u30b3\u30b9\u30c8\u3082\u5897\u3048\u307e\u3059\u3002\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u9ad8\u901f\u306b\u4ed5\u5206\u3051\u308b\u3088\u3046\u306a\u30bf\u30b9\u30af\u3067\u306f\u3001\u3053\u306e\u7279\u6027\u304c\u7279\u306b\u5f37\u307f\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-7\"><span class=\"ez-toc-section\" id=\"%E3%82%8F%E3%81%9F%E3%81%97%E3%81%9F%E3%81%A1%E3%81%AB%E3%81%A9%E3%81%86%E9%96%A2%E4%BF%82%E3%81%99%E3%82%8B%EF%BC%9F\"><\/span>\u308f\u305f\u3057\u305f\u3061\u306b\u3069\u3046\u95a2\u4fc2\u3059\u308b\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">\u300c\u5c02\u9580\u5bb6\u3058\u3083\u306a\u3044\u3057\u95a2\u4fc2\u306a\u3044\u300d\u3068\u601d\u3046\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u3053\u306e\u6280\u8853\u306f\u79c1\u305f\u3061\u304c\u4f7f\u3046\u30b5\u30fc\u30d3\u30b9\u306e\u3044\u305f\u308b\u3068\u3053\u308d\u306b\u5fdc\u7528\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul style=\"list-style:none;margin:1.1em 0;padding-left:.2em;\">\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span><strong>EC\u30b5\u30a4\u30c8\u306e\u30ec\u30d3\u30e5\u30fc\u5206\u985e<\/strong>\uff1a\u6570\u767e\u4e07\u4ef6\u306e\u30ec\u30d3\u30e5\u30fc\u3092\u300c\u80af\u5b9a\u7684\uff0f\u5426\u5b9a\u7684\uff0f\u4e2d\u7acb\u300d\u306b\u8d85\u9ad8\u901f\u3067\u4ed5\u5206\u3051<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span><strong>\u4e0d\u6b63\u691c\u77e5<\/strong>\uff1a\u6c7a\u6e08\u306e\u305f\u3073\u306b\u300c\u3053\u308c\u306f\u4e0d\u6b63\u306e\u53ef\u80fd\u6027\u4f55%\uff1f\u300d\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5224\u5b9a<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span><strong>\u533b\u7642\u30fb\u4fdd\u967a\u306e\u4e00\u6b21\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0<\/strong>\uff1a\u75c7\u72b6\u3084\u7533\u544a\u5185\u5bb9\u3092\u5206\u985e\u3057\u3066\u62c5\u5f53\u8005\u306b\u632f\u308a\u5206\u3051<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span><strong>\u30b2\u30fc\u30e0\u3084\u81ea\u52d5\u904b\u8ee2<\/strong>\uff1a0.1\u79d2\u4ee5\u4e0b\u306e\u5224\u65ad\u304c\u5fc5\u8981\u306a\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0AI<\/li>\n<\/ul>\n<p class=\"wp-block-paragraph\">\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u306a\u304f\u3066\u3082\u3001\u300c\u554f\u3044\u5408\u308f\u305b\u3092\u81ea\u52d5\u632f\u308a\u5206\u3051\u3057\u3066\u307b\u3057\u3044\u300d\u300c\u30c7\u30fc\u30bf\u3092\u5206\u985e\u30fb\u30bf\u30b0\u4ed8\u3051\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u696d\u52d9\u3092\u304a\u6301\u3061\u306a\u3089\u3001LangChain\u3084Vercel\u306a\u3069\u306e\u958b\u767a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067Jev\u304cAPI\u3068\u3057\u3066\u4f7f\u3048\u308b\u74b0\u5883\u304c\u6574\u3044\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u5927\u304d\u306a\u8996\u70b9\u3067\u3044\u3048\u3070\u3001\u3053\u308c\u306f <span style=\"background:linear-gradient(transparent 58%, #ffabab 58%);font-weight:700;padding:0 .06em;\">\u300cAI\u3092\u751f\u6210\u304b\u3089\u5224\u65ad\u3078\u518d\u5b9a\u7fa9\u3059\u308b\u300d<\/span> \u52d5\u304d\u3067\u3059\u3002\u300c\u6587\u7ae0\u3092\u66f8\u304b\u305b\u308b\u300d\u3060\u3051\u304cAI\u306e\u4f7f\u3044\u65b9\u3067\u306f\u306a\u304f\u3001\u300c\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5373\u5ea7\u306b\u63a1\u70b9\u3092\u4e0b\u3059\u5224\u65ad\u88c5\u7f6e\u300d\u3068\u3057\u3066AI\u3092\u4f7f\u3046\u6642\u4ee3\u304c\u6765\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-8\"><span class=\"ez-toc-section\" id=\"%E6%B0%97%E3%82%92%E3%81%A4%E3%81%91%E3%81%9F%E3%81%84%E7%82%B9\"><\/span>\u6c17\u3092\u3064\u3051\u305f\u3044\u70b9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">\u6b63\u76f4\u306b\u8a00\u3046\u3068\u3001Jev\u306b\u306f\u91cd\u8981\u306a\u9650\u754c\u3068\u4e0d\u900f\u660e\u306a\u90e8\u5206\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\"><strong>\u3067\u304d\u306a\u3044\u3053\u3068\u304c\u660e\u78ba\u306b\u3042\u308b<\/strong><\/p>\n<p class=\"wp-block-paragraph\">Jev\u306f\u3042\u3089\u304b\u3058\u3081\u5b9a\u7fa9\u3057\u305f\u300c\u7b54\u3048\u306e\u67a0\u300d\u306e\u5916\u306b\u51fa\u3089\u308c\u307e\u305b\u3093\u3002\u300c\u3069\u3093\u306a\u6587\u7ae0\u3067\u3082\u66f8\u3044\u3066\u300d\u300c\u3053\u306e\u554f\u984c\u3092\u30bc\u30ed\u304b\u3089\u63a8\u8ad6\u3057\u3066\u300d\u3068\u3044\u3046\u4f7f\u3044\u65b9\u306b\u306f\u5411\u3044\u3066\u3044\u307e\u305b\u3093\u3002\u8907\u6570\u30da\u30fc\u30b8\u306e\u6587\u66f8\u751f\u6210\u3001\u6570\u5b66\u306e\u8a3c\u660e\u3001\u7af6\u6280\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u3088\u3046\u306a\u300c\u3058\u3063\u304f\u308a\u8003\u3048\u308b\u300d\u30bf\u30b9\u30af\u306fJev\u306e\u5b88\u5099\u7bc4\u56f2\u5916\u3067\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\"><strong>\u300c\u78ba\u4fe1\u5ea6\u304c\u9ad8\u3044\uff1d\u5fc5\u305a\u6b63\u3057\u3044\u300d\u3067\u306f\u306a\u3044<\/strong><\/p>\n<p class=\"wp-block-paragraph\">Jev\u306f\u78ba\u4fe1\u5ea680%\u3067\u3082\u9593\u9055\u3048\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001TypeSafe\u793e\u81ea\u8eab\u306e\u4f8b\u3067\u3082\u300c\u8ad6\u7406\u7684\u306b\u7b49\u4fa1\u306a\u306f\u305a\u306e2\u3064\u306e\u8cea\u554f\u304c\u3001\u540c\u3058\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u30660.22\u30680.01\u3068\u3044\u3046\u5927\u304d\u304f\u7570\u306a\u308b\u78ba\u7387\u3092\u8fd4\u3057\u305f\u300d\u30b1\u30fc\u30b9\u304c\u5831\u544a\u3055\u308c\u3066\u304a\u308a\u3001<span style=\"background:linear-gradient(transparent 58%, #fff176 58%);font-weight:600;padding:0 .06em;\">\u69cb\u9020\u7684\u306a\u4e00\u8cab\u6027\u306f\u4fdd\u8a3c\u3055\u308c\u3066\u3044\u306a\u3044<\/span>\u70b9\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\"><strong>\u6280\u8853\u306e\u900f\u660e\u6027\u304c\u9650\u3089\u308c\u3066\u3044\u308b<\/strong><\/p>\n<p class=\"wp-block-paragraph\">\u300c\u8ad6\u6587\u306a\u3057\u30fb\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\u306a\u3057\u30fb\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u8a73\u7d30\u306a\u3057\u300d\u3067\u306e\u30ea\u30ea\u30fc\u30b9\u306b\u5bfe\u3057\u3001\u7814\u7a76\u8005\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304b\u3089\u6279\u5224\u7684\u306a\u58f0\u3082\u3042\u308a\u307e\u3059\u3002RLCD\u3068\u3044\u3046\u624b\u6cd5\u540d\u3067\u306earXiv\uff08\u8ad6\u6587\u30d7\u30ec\u30d7\u30ea\u30f3\u30c8\u30b5\u30fc\u30d0\u30fc\uff09\u691c\u7d22\u3067\u3082\u30d2\u30c3\u30c8\u304c\u30bc\u30ed\u3068\u3044\u3046\u5831\u544a\u3082\u3042\u308a\u3001\u72ec\u81ea\u6027\u3084\u518d\u73fe\u6027\u306b\u3064\u3044\u3066\u306f\u73fe\u6642\u70b9\u3067\u7b2c\u4e09\u8005\u306b\u3088\u308b\u691c\u8a3c\u304c\u3067\u304d\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-9\"><span class=\"ez-toc-section\" id=\"%E3%82%88%E3%81%8F%E3%81%82%E3%82%8B%E8%B3%AA%E5%95%8F\"><\/span>\u3088\u304f\u3042\u308b\u8cea\u554f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\"><strong>Jev\u306fChatGPT\u306e\u4ee3\u308f\u308a\u306b\u306a\u308a\u307e\u3059\u304b\uff1f<\/strong><\/p>\n<ul style=\"list-style:none;margin:1.1em 0;padding-left:.2em;\">\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>\u306a\u308a\u307e\u305b\u3093\u3002\u7528\u9014\u304c\u307e\u3063\u305f\u304f\u7570\u306a\u308a\u307e\u3059<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>ChatGPT\u306f\u300c\u6587\u7ae0\u3092\u66f8\u304f\u30fb\u63a8\u8ad6\u3059\u308b\u30fb\u5bfe\u8a71\u3059\u308b\u300d\u304c\u5f97\u610f\u306a\u751f\u6210AI<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>Jev\u306f\u300c\u3042\u3089\u304b\u3058\u3081\u6c7a\u3081\u305f\u9078\u629e\u80a2\u306e\u4e2d\u304b\u3089\u78ba\u7387\u4ed8\u304d\u3067\u7b54\u3048\u3092\u9078\u3076\u300d\u5224\u65adAI<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>\u300cLLM\u3067\u5168\u90e8\u3084\u308d\u3046\u300d\u3067\u306f\u306a\u304f\u300c\u5224\u65ad\u306fJev\u3001\u751f\u6210\u306fLLM\u300d\u3068\u3044\u3046\u4e8c\u5c64\u69cb\u9020\u3067\u4f7f\u3046\u306e\u304c\u60f3\u5b9a\u3055\u308c\u308b\u4f7f\u3044\u65b9\u3067\u3059<\/li>\n<\/ul>\n<p class=\"wp-block-paragraph\"><strong>\u300c\u975e\u81ea\u5df1\u56de\u5e30\u300d\u306f\u5168\u304f\u65b0\u3057\u3044\u6280\u8853\u3067\u3059\u304b\uff1f<\/strong><\/p>\n<ul style=\"list-style:none;margin:1.1em 0;padding-left:.2em;\">\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>\u300c\u975e\u81ea\u5df1\u56de\u5e30\u300d\u3068\u3044\u3046\u6982\u5ff5\u81ea\u4f53\u306f2018\u5e74\u9803\u304b\u3089\u6a5f\u68b0\u7ffb\u8a33\u306e\u5206\u91ce\u3067\u7814\u7a76\u3055\u308c\u3066\u304d\u305f\u5148\u884c\u6280\u8853\u304c\u3042\u308a\u307e\u3059<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>TypeSafe AI\u304c\u65b0\u3057\u3044\u306e\u306f\u300c\u305d\u308c\u3092LLM\u6642\u4ee3\u306e\u696d\u52d9\u5224\u65ad\u306b\u7279\u5316\u3055\u305b\u305f\u300d\u88fd\u54c1\u8a2d\u8a08\u3068\u3001\u300cRLCD\u3067\u78ba\u4fe1\u5ea6\u3092\u5b66\u7fd2\u76ee\u6a19\u306b\u3057\u305f\u300d\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3059<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>\u305f\u3060\u3057\u3001\u72ec\u7acb\u3057\u305f\u958b\u767a\u8005\u304b\u3089\u306fJev\u767a\u8868\u306e1\u5e74\u4ee5\u4e0a\u524d\u306b\u540c\u69d8\u306e\u30e2\u30c7\u30eb\u3092\u958b\u767a\u3057\u3066\u3044\u305f\u3068\u3044\u3046\u4e3b\u5f35\u3082\u3042\u308a\u307e\u3059<\/li>\n<\/ul>\n<p class=\"wp-block-paragraph\"><strong>RLCD\u3068RLHF\u306f\u4f55\u304c\u9055\u3046\u306e\u3067\u3059\u304b\uff1f<\/strong><\/p>\n<ul style=\"list-style:none;margin:1.1em 0;padding-left:.2em;\">\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>RLHF\uff1a\u4eba\u9593\u304c\u300c\u3053\u306e\u7b54\u3048\u304c\u826f\u3044\u300d\u3068\u9078\u3093\u3060\u3082\u306e\u3092\u5831\u916c\u306b\u3059\u308b \u2192 \u300c\u4eba\u9593\u306b\u597d\u304b\u308c\u308b\u300d\u7b54\u3048\u3092\u51fa\u3059\u3088\u3046\u5b66\u7fd2\u3059\u308b<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>RLCD\uff1a\u300c80%\u78ba\u4fe1\u3068\u8a00\u3063\u305f\u3089\u3001\u5b9f\u969b\u306b80%\u6b63\u89e3\u300d\u3068\u3044\u3046\u72b6\u614b\u3092\u5831\u916c\u306b\u3059\u308b \u2192 \u300c\u6b63\u76f4\u306a\u78ba\u7387\u300d\u3092\u51fa\u3059\u3088\u3046\u5b66\u7fd2\u3059\u308b<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>\u5929\u6c17\u4e88\u5831\u306e\u305f\u3068\u3048\u3067\u8a00\u3048\u3070\u3001RLHF\u306f\u300c\u8996\u8074\u8005\u306b\u597d\u307e\u308c\u308b\u4e88\u5831\u300d\u3092\u3001RLCD\u306f\u300c\u672c\u5f53\u306b\u5f53\u305f\u308b\u4e88\u5831\u300d\u3092\u76ee\u6307\u3059\u30a4\u30e1\u30fc\u30b8\u3067\u3059<\/li>\n<\/ul>\n<p class=\"wp-block-paragraph\"><strong>\u4eca\u3059\u3050\u81ea\u5206\u3067\u3082\u8a66\u305b\u307e\u3059\u304b\uff1f<\/strong><\/p>\n<ul style=\"list-style:none;margin:1.1em 0;padding-left:.2em;\">\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>2026\u5e749\u6708\u6642\u70b9\u3067\u306f\u300c\u9650\u5b9a\u65e9\u671f\u30a2\u30af\u30bb\u30b9\u300d\u3068\u3057\u3066\u306e\u516c\u958b\u3067\u3059<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>\u958b\u767a\u8005\u30b3\u30f3\u30bd\u30fc\u30eb\u30fb\u30af\u30e9\u30a6\u30c9API\u304c\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001Vercel\u30fbCloudflare\u30fbLangChain\u3068\u306e\u9023\u643a\u3082\u9032\u3093\u3067\u3044\u307e\u3059<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u306a\u3044\u65b9\u304c\u76f4\u63a5\u89e6\u308b\u3088\u308a\u3082\u3001\u4f7f\u3063\u3066\u3044\u308b\u30b5\u30fc\u30d3\u30b9\u3084\u30b7\u30b9\u30c6\u30e0\u306b\u7d44\u307f\u8fbc\u307e\u308c\u308b\u5f62\u3067\u306e\u63a5\u89e6\u304c\u5148\u306b\u306a\u308b\u898b\u8fbc\u307f\u3067\u3059<\/li>\n<\/ul>\n<p class=\"wp-block-paragraph\"><strong>\u306a\u305c\u5408\u6210\u30c7\u30fc\u30bf\u3060\u3051\u3067\u5b66\u7fd2\u3067\u304d\u308b\u306e\u3067\u3059\u304b\uff1f<\/strong><\/p>\n<ul style=\"list-style:none;margin:1.1em 0;padding-left:.2em;\">\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>CEO Almeida\u306f\u300c\u5408\u6210\u30c7\u30fc\u30bf\uff08AI\u304c\u751f\u6210\u3057\u305f\u30c7\u30fc\u30bf\uff09\u3067\u8a13\u7df4\u3059\u308b\u3053\u3068\u306b\u65e9\u671f\u306b\u8ced\u3051\u305f\u300d\u3068\u8a9e\u3063\u3066\u3044\u307e\u3059<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>Jev\u306f\u300c\u6b63\u3057\u3044\u304b\u6b63\u3057\u304f\u306a\u3044\u304b\u300d\u304c\u660e\u78ba\u306a\u5224\u65ad\u30bf\u30b9\u30af\u306b\u7279\u5316\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u6b63\u89e3\u30e9\u30d9\u30eb\u3092\u6a5f\u68b0\u7684\u306b\u4ed8\u4e0e\u3057\u3084\u3059\u304f\u3001\u5408\u6210\u30c7\u30fc\u30bf\u3068\u306e\u76f8\u6027\u304c\u826f\u3044\u3068\u8003\u3048\u3089\u308c\u307e\u3059<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>\u305f\u3060\u3057\u8a73\u7d30\u306a\u8a13\u7df4\u65b9\u6cd5\u306f\u975e\u516c\u958b\u3067\u3059<\/li>\n<\/ul>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-10\"><span class=\"ez-toc-section\" id=\"%E3%81%BE%E3%81%A8%E3%82%81\"><\/span>\u307e\u3068\u3081<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">Jev\u306f\u300c\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\u300d\u3053\u3068\u3092\u3042\u3048\u3066\u6368\u3066\u3001\u300c\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u77ac\u6642\u306b\u78ba\u7387\u4ed8\u304d\u306e\u5224\u65ad\u3092\u4e0b\u3059\u300d\u3053\u3068\u306b\u7279\u5316\u3057\u305f\u5168\u304f\u65b0\u3057\u3044\u8a2d\u8a08\u306eAI\u30e2\u30c7\u30eb\u3067\u3059\u3002ChatGPT\u958b\u767a\u8005\u304c\u300cRLHF\u306b\u306f\u6b20\u9665\u304c\u3042\u308b\u300d\u3068\u8003\u3048\u3066\u4f5c\u3063\u305fRLCD\u3068\u3044\u3046\u5b66\u7fd2\u624b\u6cd5\u3082\u3001AI\u306e\u4fe1\u983c\u6027\u3092\u8a9e\u308b\u3046\u3048\u3067\u91cd\u8981\u306a\u8996\u70b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u6280\u8853\u306e\u900f\u660e\u6027\u306b\u8ab2\u984c\u304c\u3042\u308b\u3053\u3068\u3084\u3001\u3067\u304d\u306a\u3044\u3053\u3068\u304c\u591a\u3044\u70b9\u3082\u6b63\u76f4\u306b\u898b\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066\u3001\u300c\u751f\u6210AI\u3068Jev\u306e\u3088\u3046\u306a\u5224\u65adAI\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u4e8c\u5c64\u8a2d\u8a08\u300d\u3068\u3044\u3046\u8003\u3048\u65b9\u3092\u982d\u306b\u5165\u308c\u3066\u304a\u304f\u3068\u3001\u3053\u308c\u304b\u3089\u306eAI\u6d3b\u7528\u30cb\u30e5\u30fc\u30b9\u304c\u3088\u308a\u7acb\u4f53\u7684\u306b\u898b\u3048\u3066\u304f\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-11\"><span class=\"ez-toc-section\" id=\"%E5%8F%82%E8%80%83%E6%96%87%E7%8C%AE\"><\/span>\u53c2\u8003\u6587\u732e<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul style=\"list-style:none;margin:1.1em 0;padding-left:.2em;\">\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span><a href=\"https:\/\/www.mindstudio.ai\/blog\/jev-system-one-model-launch\" style=\"color:#1d6fd0;text-decoration:underline;\">Jev Explained: Typesafe AI&#8217;s Non-Autoregressive System-1 Model | MindStudio<\/a><\/li>\n<\/ul>\n<script type=\"application\/ld+json\">{\"@context\": \"https:\/\/schema.org\", \"@type\": \"FAQPage\", \"mainEntity\": [{\"@type\": \"Question\", \"name\": 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