JEV\u3068\u306f\uff1f \u308f\u304b\u308a\u3084\u3059\u3044\u5fdc\u7528\u4f8b<\/title>\n<style>\n:root{\n --ink:#17324d;\n --muted:#5f7285;\n --bg:#eef4f8;\n --card:#ffffff;\n --line:#d8e2ea;\n --blue:#2f6fed;\n --green:#2f9e66;\n --orange:#f59f00;\n --red:#e8590c;\n --soft:#f7fafc;\n}\n*{box-sizing:border-box}\nbody{\n margin:0;\n font-family:-apple-system,BlinkMacSystemFont,\"Segoe UI\",\"Hiragino Kaku Gothic ProN\",\"Yu Gothic\",Meiryo,sans-serif;\n background:var(--bg);\n color:var(--ink);\n line-height:1.7;\n}\n.hero{\n background:linear-gradient(135deg,#183b63,#2f6fed);\n color:#fff;\n padding:52px 20px 42px;\n}\n.wrap{max-width:1040px;margin:0 auto}\n.hero h1{\n margin:0 0 12px;\n font-size:clamp(30px,5vw,52px);\n line-height:1.15;\n}\n.hero p{font-size:19px;max-width:820px;margin:0}\nmain{padding:24px 16px 56px}\nsection{\n background:var(--card);\n border:1px solid var(--line);\n border-radius:18px;\n padding:26px;\n margin-bottom:20px;\n box-shadow:0 8px 24px rgba(33,52,72,.05);\n}\nh2{margin:0 0 16px;font-size:28px}\nh3{margin:0 0 10px;font-size:21px}\n.lead{\n font-size:24px;\n font-weight:800;\n text-align:center;\n padding:18px;\n background:#f2f7ff;\n border-radius:14px;\n color:#163b69;\n}\n.compare{\n display:grid;\n grid-template-columns:1fr 80px 1fr;\n gap:14px;\n align-items:stretch;\n}\n.box{\n border:1px solid var(--line);\n border-radius:16px;\n padding:20px;\n background:#fff;\n}\n.box.llm{background:#f7f9fc}\n.box.jev{background:#eefaf3;border-color:#b9dfc8}\n.arrow{\n display:flex;\n justify-content:center;\n align-items:center;\n font-size:36px;\n color:#7a8fa4;\n font-weight:800;\n}\n.big{\n font-size:26px;\n font-weight:800;\n margin-bottom:8px;\n}\n.flow{\n display:flex;\n flex-wrap:wrap;\n gap:8px;\n align-items:center;\n justify-content:center;\n margin:18px 0;\n}\n.step{\n padding:9px 12px;\n border:1px solid #cdd9e3;\n border-radius:10px;\n background:#f8fbfd;\n font-weight:700;\n}\n.arr{font-size:20px;color:#7a8fa4}\n.examples{\n display:grid;\n grid-template-columns:repeat(3,1fr);\n gap:14px;\n}\n.card{\n border:1px solid var(--line);\n border-radius:14px;\n padding:18px;\n background:#fff;\n}\n.icon{font-size:38px}\n.result{\n background:#102033;\n color:#e9f1f8;\n border-radius:12px;\n padding:14px 16px;\n font-family:ui-monospace,SFMono-Regular,Consolas,monospace;\n font-size:14px;\n white-space:pre-wrap;\n}\n.badge{\n display:inline-block;\n border-radius:999px;\n padding:4px 9px;\n font-size:12px;\n font-weight:700;\n margin-right:5px;\n background:#eaf2ff;\n color:#1f5bc4;\n}\n.note{\n border-left:5px solid var(--blue);\n background:#f2f7ff;\n padding:14px 16px;\n border-radius:10px;\n}\n.simple-table{\n width:100%;\n border-collapse:collapse;\n font-size:15px;\n}\n.simple-table th,.simple-table td{\n border:1px solid var(--line);\n padding:11px;\n vertical-align:top;\n}\n.simple-table th{\n background:#eef4fb;\n text-align:left;\n}\n.final{\n text-align:center;\n font-size:30px;\n font-weight:900;\n padding:22px;\n border-radius:16px;\n background:linear-gradient(135deg,#eefaf3,#f2f7ff);\n}\nfooter{\n text-align:center;\n color:var(--muted);\n font-size:13px;\n padding:12px 20px 28px;\n}\n@media(max-width:800px){\n .compare{grid-template-columns:1fr}\n .arrow{transform:rotate(90deg)}\n .examples{grid-template-columns:1fr}\n}\n<\/style>\n<\/head>\n<body>\n<div class=\"hero\">\n <div class=\"wrap\">\n <h1>JEV\u3068\u306f\uff1f<\/h1>\n <p>\u96e3\u3057\u304f\u8003\u3048\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002JEV\u306f\u300c\u6587\u7ae0\u3092\u66f8\u304fAI\u300d\u3067\u306f\u306a\u304f\u3001<strong>\u72b6\u6cc1\u3092\u898b\u3066\u3001\u3069\u308c\u3092\u9078\u3076\u3079\u304d\u304b\u3092\u78ba\u7387\u4ed8\u304d\u3067\u5224\u65ad\u3059\u308bAI<\/strong>\u3067\u3059\u3002<\/p>\n <\/div>\n<\/div>\n\n<main class=\"wrap\">\n\n<section>\n <div class=\"lead\">LLM\u306f\u300c\u8aac\u660e\u3059\u308bAI\u300d\u3000\uff0f\u3000JEV\u306f\u300c\u9078\u3076AI\u300d<\/div>\n<\/section>\n\n<section>\n <h2>1. \u666e\u901a\u306eLLM\u3068\u306e\u9055\u3044<\/h2>\n <div class=\"compare\">\n <div class=\"box llm\">\n <div class=\"big\">\ud83d\udcac \u666e\u901a\u306eLLM<\/div>\n <p>\u8cea\u554f\u3059\u308b\u3068\u3001\u6587\u7ae0\u3067\u8aac\u660e\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n <div class=\"result\">\u300c\u3053\u306e\u30e1\u30fc\u30eb\u306f\u6545\u969c\u306b\u95a2\u3059\u308b\n\u304a\u554f\u3044\u5408\u308f\u305b\u3060\u3068\u601d\u308f\u308c\u307e\u3059\u3002\u300d<\/div>\n <\/div>\n\n <div class=\"arrow\">\u2192<\/div>\n\n <div class=\"box jev\">\n <div class=\"big\">\ud83c\udfaf JEV<\/div>\n <p>\u5019\u88dc\u306e\u4e2d\u304b\u3089\u3001\u3069\u308c\u304c\u6b63\u3057\u305d\u3046\u304b\u3092\u78ba\u7387\u3067\u8fd4\u3057\u307e\u3059\u3002<\/p>\n <div class=\"result\">\u6545\u969c\u554f\u3044\u5408\u308f\u305b 92%\n\u55b6\u696d\u554f\u3044\u5408\u308f\u305b 3%\n\u5951\u7d04\u554f\u3044\u5408\u308f\u305b 2%\n\u305d\u306e\u4ed6 3%<\/div>\n <\/div>\n <\/div>\n\n <div class=\"note\">\n JEV\u306e\u7b54\u3048\u306f\u3001\u305d\u306e\u307e\u307e\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5206\u5c90\u306b\u4f7f\u3048\u307e\u3059\u3002\u3064\u307e\u308a\u3001AI\u306e\u5224\u65ad\u3092<strong>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u90e8\u54c1<\/strong>\u3068\u3057\u3066\u6271\u3044\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\n <\/div>\n<\/section>\n\n<section>\n <h2>2. \u3044\u3061\u3070\u3093\u5206\u304b\u308a\u3084\u3059\u3044\u4f8b\uff1a\u30e1\u30fc\u30eb\u306e\u81ea\u52d5\u4ed5\u5206\u3051<\/h2>\n\n <div class=\"flow\">\n <span class=\"step\">\ud83d\udce9 \u30e1\u30fc\u30eb\u53d7\u4fe1<\/span>\n <span class=\"arr\">\u2192<\/span>\n <span class=\"step\">\ud83e\udd16 JEV\u304c\u5224\u65ad<\/span>\n <span class=\"arr\">\u2192<\/span>\n <span class=\"step\">\ud83d\udcca \u78ba\u7387\u3092\u8fd4\u3059<\/span>\n <span class=\"arr\">\u2192<\/span>\n <span class=\"step\">\u2699\ufe0f Python\u304c\u51e6\u7406<\/span>\n <\/div>\n\n <p><strong>\u5165\u529b\uff1a<\/strong>\u300c\u6628\u65e5\u8cfc\u5165\u3057\u305f\u88c5\u7f6e\u304c\u52d5\u304d\u307e\u305b\u3093\u300d<\/p>\n\n <div class=\"result\">\u6545\u969c\u554f\u3044\u5408\u308f\u305b 92%\n\u55b6\u696d\u554f\u3044\u5408\u308f\u305b 3%\n\u5951\u7d04\u554f\u3044\u5408\u308f\u305b 2%\n\u305d\u306e\u4ed6 3%<\/div>\n\n <p>\u305f\u3068\u3048\u3070\u300c\u6545\u969c\u554f\u3044\u5408\u308f\u305b\u304c80%\u4ee5\u4e0a\u306a\u3089\u6280\u8853\u62c5\u5f53\u3078\u9001\u308b\u300d\u3068\u3044\u3046\u30eb\u30fc\u30eb\u3092\u6c7a\u3081\u3066\u304a\u3051\u3070\u3001\u81ea\u52d5\u3067\u62c5\u5f53\u8005\u3078\u632f\u308a\u5206\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n<\/section>\n\n<section>\n <h2>3. JEV\u306e\u5fdc\u7528\u4f8b<\/h2>\n <div class=\"examples\">\n\n <div class=\"card\">\n <div class=\"icon\">\ud83d\udd27<\/div>\n <h3>\u8a2d\u5099\u70b9\u691c<\/h3>\n <p>\u70b9\u691c\u5831\u544a\u3092\u898b\u3066\u3001\u5bfe\u5fdc\u30ec\u30d9\u30eb\u3092\u5224\u65ad\u3002<\/p>\n <div class=\"result\">\u7d4c\u904e\u89b3\u5bdf 20%\n\u8981\u70b9\u691c 65%\n\u7dca\u6025\u5bfe\u5fdc 15%<\/div>\n <\/div>\n\n <div class=\"card\">\n <div class=\"icon\">\ud83c\udfe0<\/div>\n <h3>\u9632\u707d<\/h3>\n <p>\u73fe\u5730\u72b6\u6cc1\u3084\u707d\u5bb3\u60c5\u5831\u3092\u898b\u3066\u3001\u907f\u96e3\u5224\u65ad\u3092\u652f\u63f4\u3002<\/p>\n <div class=\"result\">\u907f\u96e3\u304c\u5fc5\u8981\n88%<\/div>\n <\/div>\n\n <div class=\"card\">\n <div class=\"icon\">\ud83d\udcc4<\/div>\n <h3>\u66f8\u985e\u5206\u985e<\/h3>\n <p>\u6587\u66f8\u3092\u898b\u3066\u3001\u7a2e\u985e\u3092\u81ea\u52d5\u5224\u5b9a\u3002<\/p>\n <div class=\"result\">\u898b\u7a4d\u66f8 92%\n\u8acb\u6c42\u66f8 5%\n\u305d\u306e\u4ed6 3%<\/div>\n <\/div>\n\n <div class=\"card\">\n <div class=\"icon\">\ud83d\udcf7<\/div>\n <h3>\u5199\u771f\u70b9\u691c<\/h3>\n <p>\u753b\u50cf\u8a8d\u8b58\u306e\u7d50\u679c\u3068\u6587\u7ae0\u60c5\u5831\u304b\u3089\u91cd\u8981\u5ea6\u3092\u5224\u65ad\u3002<\/p>\n <div class=\"result\">\u8efd\u5fae 15%\n\u6ce8\u610f 55%\n\u8981\u78ba\u8a8d 30%<\/div>\n <\/div>\n\n <div class=\"card\">\n <div class=\"icon\">\ud83d\uded2<\/div>\n <h3>\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc<\/h3>\n <p>\u554f\u3044\u5408\u308f\u305b\u3092\u62c5\u5f53\u90e8\u7f72\u3078\u81ea\u52d5\u632f\u308a\u5206\u3051\u3002<\/p>\n <div class=\"result\">\u55b6\u696d 70%\n\u6280\u8853 25%\n\u7dcf\u52d9 5%<\/div>\n <\/div>\n\n <div class=\"card\">\n <div class=\"icon\">\ud83e\udd16<\/div>\n <h3>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/h3>\n <p>\u6b21\u306b\u4f55\u3092\u3059\u308b\u3079\u304d\u304b\u3092\u9078\u629e\u3002<\/p>\n <div class=\"result\">\u518d\u691c\u7d22 10%\n\u56de\u7b54 75%\n\u4eba\u306b\u78ba\u8a8d 15%<\/div>\n <\/div>\n\n <\/div>\n<\/section>\n\n<section>\n <h2>4. RAG\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3068\u3001\u3055\u3089\u306b\u5b9f\u7528\u7684<\/h2>\n\n <div class=\"flow\">\n <span class=\"step\">\ud83d\udcda \u793e\u5185\u8cc7\u6599\u30fb\u30de\u30cb\u30e5\u30a2\u30eb<\/span>\n <span class=\"arr\">\u2192<\/span>\n <span class=\"step\">\ud83d\udd0e RAG\u3067\u691c\u7d22<\/span>\n <span class=\"arr\">\u2192<\/span>\n <span class=\"step\">\ud83c\udfaf JEV\u3067\u5224\u65ad<\/span>\n <span class=\"arr\">\u2192<\/span>\n <span class=\"step\">\u2699\ufe0f Python\u3067\u5b9f\u884c<\/span>\n <\/div>\n\n <table class=\"simple-table\">\n <tr>\n <th>\u5f79\u5272<\/th>\n <th>\u62c5\u5f53<\/th>\n <\/tr>\n <tr>\n <td>\u5fc5\u8981\u306a\u8cc7\u6599\u3092\u63a2\u3059<\/td>\n <td><span class=\"badge\">RAG<\/span><\/td>\n <\/tr>\n <tr>\n <td>\u3069\u308c\u3092\u9078\u3076\u3079\u304d\u304b\u5224\u65ad\u3059\u308b<\/td>\n <td><span class=\"badge\">JEV<\/span><\/td>\n <\/tr>\n <tr>\n <td>\u901a\u77e5\u30fb\u8a08\u7b97\u30fbDB\u66f4\u65b0\u306a\u3069\u3092\u5b9f\u884c\u3059\u308b<\/td>\n <td><span class=\"badge\">Python<\/span><\/td>\n <\/tr>\n <\/table>\n\n <div class=\"result\">\u70b9\u691c\u5831\u544a\n \u2193\nRAG\u3067\u95a2\u9023\u3059\u308b\u57fa\u6e96\u66f8\u3092\u691c\u7d22\n \u2193\nJEV\n\u300c\u5c02\u9580\u5bb6\u78ba\u8a8d 87%\u300d\n \u2193\nPython\n\u62c5\u5f53\u8005\u901a\u77e5\u30fb\u70b9\u691c\u7968\u4f5c\u6210\u30fbDB\u8a18\u9332<\/div>\n<\/section>\n\n<section>\n <h2>5. \u4f55\u304c\u4fbf\u5229\u306a\u306e\u304b<\/h2>\n\n <table class=\"simple-table\">\n <tr>\n <th>\u666e\u901a\u306eAI<\/th>\n <th>JEV\u578bAI<\/th>\n <\/tr>\n <tr>\n <td>\u6587\u7ae0\u3067\u56de\u7b54\u3059\u308b<\/td>\n <td>\u9078\u629e\u80a2\u3068\u78ba\u7387\u3067\u56de\u7b54\u3059\u308b<\/td>\n <\/tr>\n <tr>\n <td>\u4eba\u304c\u8aad\u3093\u3067\u5224\u65ad\u3059\u308b<\/td>\n <td>\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u305d\u306e\u307e\u307e\u5229\u7528\u3067\u304d\u308b<\/td>\n <\/tr>\n <tr>\n <td>\u66d6\u6627\u306a\u8fd4\u7b54\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308b<\/td>\n <td>\u5019\u88dc\u3092\u9650\u5b9a\u3057\u3066\u5224\u65ad\u3055\u305b\u3089\u308c\u308b<\/td>\n <\/tr>\n <tr>\n <td>\u4f1a\u8a71\u30fb\u8aac\u660e\u306b\u5411\u304f<\/td>\n <td>\u81ea\u52d5\u51e6\u7406\u30fb\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306b\u5411\u304f<\/td>\n <\/tr>\n <\/table>\n<\/section>\n\n\n<section>\n <h2>6. JEV\u306e\u300c\u78ba\u7387\u300d\u306f\u5b9f\u7e3e\u3067\u80b2\u3066\u308b<\/h2>\n\n <p>JEV\u304c <strong>\u300c\u7dca\u6025\u5bfe\u5fdc 90%\u300d<\/strong> \u3068\u51fa\u3057\u3066\u3082\u3001\u305d\u306e\u6570\u5b57\u3092\u6700\u521d\u304b\u3089\u300c\u672c\u5f53\u306b90%\u6b63\u3057\u3044\u300d\u3068\u8003\u3048\u308b\u306e\u306f\u5371\u967a\u3067\u3059\u3002<\/p>\n\n <div class=\"compare\">\n <div class=\"box llm\">\n <div class=\"big\">\ud83e\udd16 AI\u304c\u51fa\u3057\u305f\u751f\u306e\u78ba\u7387<\/div>\n <p>\u30e2\u30c7\u30eb\u81ea\u8eab\u304c\u51fa\u3057\u305f\u5224\u65ad\u30b9\u30b3\u30a2\u3067\u3059\u3002<\/p>\n <div class=\"result\">\u7dca\u6025\u5bfe\u5fdc\n91%<\/div>\n <\/div>\n\n <div class=\"arrow\">\u2192<\/div>\n\n <div class=\"box jev\">\n <div class=\"big\">\ud83d\udcca \u5b9f\u7e3e\u3067\u88dc\u6b63\u3057\u305f\u78ba\u7387<\/div>\n <p>\u904e\u53bb\u306e\u6b63\u89e3\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u3001\u672c\u5f53\u306b\u3069\u306e\u304f\u3089\u3044\u5f53\u305f\u308b\u304b\u3092\u88dc\u6b63\u3057\u307e\u3059\u3002<\/p>\n <div class=\"result\">\u6821\u6b63\u5f8c\n79%<\/div>\n <\/div>\n <\/div>\n\n <div class=\"note\">\n \u5927\u5207\u306a\u306e\u306f\u3001<strong>\u300c90%\u3068\u8a00\u3063\u305f\u30b1\u30fc\u30b9\u304c\u3001\u672c\u5f53\u306b\u7d0490%\u6b63\u3057\u304b\u3063\u305f\u304b\u300d<\/strong>\u3092\u7d99\u7d9a\u7684\u306b\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u3092\u78ba\u7387\u6821\u6b63\uff08Calibration\uff09\u3068\u547c\u3073\u307e\u3059\u3002\n <\/div>\n<\/section>\n\n<section>\n <h2>7. \u65b0\u3057\u3044\u60c5\u5831\u304c\u5165\u3063\u305f\u3089\u78ba\u7387\u3092\u66f4\u65b0\u3059\u308b<\/h2>\n\n <div class=\"flow\">\n <span class=\"step\">\u6700\u521d\u306e\u5224\u65ad 70%<\/span>\n <span class=\"arr\">\u2192<\/span>\n <span class=\"step\">\u8ffd\u52a0\u5199\u771f\u30fb\u30bb\u30f3\u30b5\u30fc\u30fb\u5c02\u9580\u5bb6\u78ba\u8a8d<\/span>\n <span class=\"arr\">\u2192<\/span>\n <span class=\"step\">\u7d71\u8a08\u66f4\u65b0<\/span>\n <span class=\"arr\">\u2192<\/span>\n <span class=\"step\">\u65b0\u3057\u3044\u5224\u65ad 86%<\/span>\n <\/div>\n\n <p>\u3053\u306e\u3088\u3046\u306b\u3001\u6700\u521d\u306e\u78ba\u7387\u3092\u56fa\u5b9a\u305b\u305a\u3001\u65b0\u3057\u3044\u60c5\u5831\u304c\u5165\u308b\u305f\u3073\u306b\u66f4\u65b0\u3059\u308b\u8003\u3048\u65b9\u304c\u91cd\u8981\u3067\u3059\u3002\u7279\u306bJEV\u578b\u306e\u4ed5\u7d44\u307f\u306f\u3001<strong>\u30d9\u30a4\u30ba\u66f4\u65b0<\/strong>\u3068\u76f8\u6027\u304c\u826f\u3044\u3067\u3059\u3002<\/p>\n\n <div class=\"result\">\u6700\u521d\u306e\u5224\u65ad\n70%\n\n\uff0b \u65b0\u3057\u3044\u70b9\u691c\u7d50\u679c\n\uff0b \u30bb\u30f3\u30b5\u30fc\u60c5\u5831\n\uff0b \u5c02\u9580\u5bb6\u306e\u78ba\u8a8d\u7d50\u679c\n\n\u2193 \u30d9\u30a4\u30ba\u66f4\u65b0\n\n\u65b0\u3057\u3044\u5224\u65ad\n86%<\/div>\n<\/section>\n\n<section>\n <h2>8. 3\u6bb5\u968e\u3067\u4fe1\u983c\u6027\u3092\u4e0a\u3052\u308b<\/h2>\n\n <table class=\"simple-table\">\n <tr>\n <th>\u6bb5\u968e<\/th>\n <th>\u610f\u5473<\/th>\n <th>\u4f8b<\/th>\n <\/tr>\n <tr>\n <td><strong>\u2460 AI\u306e\u751f\u30b9\u30b3\u30a2<\/strong><\/td>\n <td>Qwen3 \/ JEV\u4e92\u63db\u30e2\u30c7\u30eb\u304c\u6700\u521d\u306b\u51fa\u3057\u305f\u5024<\/td>\n <td>91%<\/td>\n <\/tr>\n <tr>\n <td><strong>\u2461 \u7d71\u8a08\u6821\u6b63<\/strong><\/td>\n <td>\u904e\u53bb\u306e\u6b63\u89e3\u30c7\u30fc\u30bf\u3092\u898b\u3066\u3001\u5b9f\u969b\u306e\u5f53\u305f\u308a\u3084\u3059\u3055\u3078\u88dc\u6b63<\/td>\n <td>79%<\/td>\n <\/tr>\n <tr>\n <td><strong>\u2462 \u30d9\u30a4\u30ba\u66f4\u65b0<\/strong><\/td>\n <td>\u65b0\u3057\u3044\u60c5\u5831\u3092\u52a0\u3048\u3066\u3001\u3055\u3089\u306b\u78ba\u7387\u3092\u66f4\u65b0<\/td>\n <td>84%<\/td>\n <\/tr>\n <\/table>\n\n <div class=\"result\">JEV \/ Qwen3\n \u2193\n\u751f\u306e\u5224\u65ad\u30b9\u30b3\u30a2\n \u2193\n\u7d71\u8a08Calibration\n \u2193\nBayesian Update\n \u2193\n\u4fe1\u983c\u5ea6\u4ed8\u304d\u5224\u65ad\n \u2193\nPython\u3067\u81ea\u52d5\u51e6\u7406<\/div>\n<\/section>\n\n<section>\n <h2>9. RAG\u306e\u8cea\u3082\u4e00\u7dd2\u306b\u898b\u308b<\/h2>\n\n <p>JEV\u3060\u3051\u3092\u8a55\u4fa1\u3057\u3066\u3082\u5341\u5206\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002RAG\u304c\u9593\u9055\u3063\u305f\u8cc7\u6599\u3092\u6301\u3063\u3066\u304d\u305f\u5834\u5408\u3001\u305d\u306e\u4e0a\u3067\u51fa\u3057\u305f\u9ad8\u3044\u78ba\u7387\u3082\u4fe1\u7528\u3057\u306b\u304f\u3044\u304b\u3089\u3067\u3059\u3002<\/p>\n\n <div class=\"flow\">\n <span class=\"step\">RAG\u691c\u7d22\u54c1\u8cea<\/span>\n <span class=\"arr\">\uff0b<\/span>\n <span class=\"step\">JEV\u5224\u65ad\u54c1\u8cea<\/span>\n <span class=\"arr\">\uff0b<\/span>\n <span class=\"step\">\u904e\u53bb\u5b9f\u7e3e<\/span>\n <span class=\"arr\">\u2192<\/span>\n <span class=\"step\">\u6700\u7d42\u4fe1\u983c\u5ea6<\/span>\n <\/div>\n\n <div class=\"result\">AI\u751f\u30b9\u30b3\u30a2 92%\nRAG\u985e\u4f3c\u5ea6 87%\n\u7d71\u8a08\u6821\u6b63\u5f8c 84%\n\u30d9\u30a4\u30ba\u66f4\u65b0\u5f8c 88%\n\u5b9f\u7e3e\u4ef6\u6570 326\u4ef6<\/div>\n\n <p>\u307e\u305f\u3001\u540c\u305888%\u3067\u3082<strong>2\u4ef6\u3060\u3051\u306e\u5b9f\u7e3e<\/strong>\u3068<strong>\u6570\u5343\u4ef6\u306e\u5b9f\u7e3e<\/strong>\u3067\u306f\u4fe1\u983c\u6027\u304c\u307e\u3063\u305f\u304f\u9055\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u78ba\u7387\u3060\u3051\u3067\u306a\u304f\u5b9f\u7e3e\u4ef6\u6570\u3082\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/p>\n<\/section>\n\n<section>\n <h2>10. \u6700\u7d42\u7684\u306a\u8003\u3048\u65b9<\/h2>\n\n <div class=\"final\">\n JEV\u306f\u300c\u78ba\u7387\u3092\u51fa\u3059AI\u300d\u3067\u306f\u306a\u304f<br>\n \u5b9f\u7e3e\u3067\u78ba\u7387\u3092\u80b2\u3066\u3066\u3044\u304f\u300c\u5224\u65ad\u30a8\u30f3\u30b8\u30f3\u300d\u306b\u3059\u308b\n <\/div>\n\n <p style=\"text-align:center;margin-top:18px;\">\n <strong>RAG\u3067\u6839\u62e0\u3092\u63a2\u3059 \u2192 JEV\u3067\u5224\u65ad\u3059\u308b \u2192 \u7d71\u8a08\u3067\u88dc\u6b63\u3059\u308b \u2192 Python\u3067\u5b9f\u884c\u3059\u308b<\/strong>\n <\/p>\n<\/section>\n\n\n<\/main>\n\n<footer>\n JEV\u5fdc\u7528\u4f8b\u30fb\u308f\u304b\u308a\u3084\u3059\u3044\u8aac\u660e\u8cc7\u6599\n<\/footer>\n<\/body>\n<\/html>\n\n","protected":false},"excerpt":{"rendered":"<p>JEV\u3068\u306f\uff1f \u308f\u304b\u308a\u3084\u3059\u3044\u5fdc\u7528\u4f8b JEV\u3068\u306f\uff1f \u96e3\u3057\u304f\u8003\u3048\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002JEV\u306f\u300c\u6587\u7ae0\u3092\u66f8\u304fAI\u300d\u3067\u306f\u306a\u304f\u3001\u72b6\u6cc1\u3092\u898b\u3066\u3001\u3069\u308c\u3092\u9078\u3076\u3079\u304d\u304b\u3092\u78ba\u7387\u4ed8\u304d\u3067\u5224\u65ad\u3059\u308bAI\u3067\u3059\u3002 LLM\u306f\u300c\u8aac\u660e\u3059\u308bAI\u300d\u3000\uff0f\u3000JEV\u306f\u300c\u9078\u3076A 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$\"\"$ <\/div>\n\n\n\n\n\nJEV\u3068\u306f\uff1f \u308f\u304b\u308a\u3084\u3059\u3044\u5fdc\u7528\u4f8b<\/title>\n<style>\n:root{\n --ink:#17324d;\n --muted:#5f7285;\n --bg:#eef4f8;\n --card:#ffffff;\n --line:#d8e2ea;\n --blue:#2f6fed;\n --green:#2f9e66;\n --orange:#f59f00;\n --red:#e8590c;\n --soft:#f7fafc;\n}\n*{box-sizing:border-box}\nbody{\n margin:0;\n font-family:-apple-system,BlinkMacSystemFont,\"Segoe UI\",\"Hiragino Kaku Gothic ProN\",\"Yu Gothic\",Meiryo,sans-serif;\n background:var(--bg);\n color:var(--ink);\n line-height:1.7;\n}\n.hero{\n background:linear-gradient(135deg,#183b63,#2f6fed);\n color:#fff;\n padding:52px 20px 42px;\n}\n.wrap{max-width:1040px;margin:0 auto}\n.hero h1{\n margin:0 0 12px;\n font-size:clamp(30px,5vw,52px);\n line-height:1.15;\n}\n.hero p{font-size:19px;max-width:820px;margin:0}\nmain{padding:24px 16px 56px}\nsection{\n background:var(--card);\n border:1px solid var(--line);\n border-radius:18px;\n padding:26px;\n margin-bottom:20px;\n box-shadow:0 8px 24px rgba(33,52,72,.05);\n}\nh2{margin:0 0 16px;font-size:28px}\nh3{margin:0 0 10px;font-size:21px}\n.lead{\n font-size:24px;\n font-weight:800;\n text-align:center;\n padding:18px;\n background:#f2f7ff;\n border-radius:14px;\n color:#163b69;\n}\n.compare{\n display:grid;\n grid-template-columns:1fr 80px 1fr;\n gap:14px;\n align-items:stretch;\n}\n.box{\n border:1px solid var(--line);\n border-radius:16px;\n padding:20px;\n background:#fff;\n}\n.box.llm{background:#f7f9fc}\n.box.jev{background:#eefaf3;border-color:#b9dfc8}\n.arrow{\n display:flex;\n justify-content:center;\n align-items:center;\n font-size:36px;\n color:#7a8fa4;\n font-weight:800;\n}\n.big{\n font-size:26px;\n font-weight:800;\n margin-bottom:8px;\n}\n.flow{\n display:flex;\n flex-wrap:wrap;\n gap:8px;\n align-items:center;\n justify-content:center;\n margin:18px 0;\n}\n.step{\n padding:9px 12px;\n border:1px solid #cdd9e3;\n border-radius:10px;\n background:#f8fbfd;\n font-weight:700;\n}\n.arr{font-size:20px;color:#7a8fa4}\n.examples{\n display:grid;\n grid-template-columns:repeat(3,1fr);\n gap:14px;\n}\n.card{\n border:1px solid var(--line);\n border-radius:14px;\n padding:18px;\n background:#fff;\n}\n.icon{font-size:38px}\n.result{\n background:#102033;\n color:#e9f1f8;\n border-radius:12px;\n padding:14px 16px;\n font-family:ui-monospace,SFMono-Regular,Consolas,monospace;\n font-size:14px;\n white-space:pre-wrap;\n}\n.badge{\n display:inline-block;\n border-radius:999px;\n padding:4px 9px;\n font-size:12px;\n font-weight:700;\n margin-right:5px;\n background:#eaf2ff;\n color:#1f5bc4;\n}\n.note{\n border-left:5px solid var(--blue);\n background:#f2f7ff;\n padding:14px 16px;\n border-radius:10px;\n}\n.simple-table{\n width:100%;\n border-collapse:collapse;\n font-size:15px;\n}\n.simple-table th,.simple-table td{\n border:1px solid var(--line);\n padding:11px;\n vertical-align:top;\n}\n.simple-table th{\n background:#eef4fb;\n text-align:left;\n}\n.final{\n text-align:center;\n font-size:30px;\n font-weight:900;\n padding:22px;\n border-radius:16px;\n background:linear-gradient(135deg,#eefaf3,#f2f7ff);\n}\nfooter{\n text-align:center;\n color:var(--muted);\n font-size:13px;\n padding:12px 20px 28px;\n}\n@media(max-width:800px){\n .compare{grid-template-columns:1fr}\n .arrow{transform:rotate(90deg)}\n .examples{grid-template-columns:1fr}\n}\n<\/style>\n<\/head>\n<body>\n<div class=\"hero\">\n <div class=\"wrap\">\n <h1>JEV\u3068\u306f\uff1f<\/h1>\n <p>\u96e3\u3057\u304f\u8003\u3048\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002JEV\u306f\u300c\u6587\u7ae0\u3092\u66f8\u304fAI\u300d\u3067\u306f\u306a\u304f\u3001<strong>\u72b6\u6cc1\u3092\u898b\u3066\u3001\u3069\u308c\u3092\u9078\u3076\u3079\u304d\u304b\u3092\u78ba\u7387\u4ed8\u304d\u3067\u5224\u65ad\u3059\u308bAI<\/strong>\u3067\u3059\u3002<\/p>\n <\/div>\n<\/div>\n\n<main class=\"wrap\">\n\n<section>\n <div class=\"lead\">LLM\u306f\u300c\u8aac\u660e\u3059\u308bAI\u300d\u3000\uff0f\u3000JEV\u306f\u300c\u9078\u3076AI\u300d<\/div>\n<\/section>\n\n<section>\n <h2>1. \u666e\u901a\u306eLLM\u3068\u306e\u9055\u3044<\/h2>\n <div class=\"compare\">\n <div class=\"box llm\">\n <div class=\"big\">\ud83d\udcac \u666e\u901a\u306eLLM<\/div>\n <p>\u8cea\u554f\u3059\u308b\u3068\u3001\u6587\u7ae0\u3067\u8aac\u660e\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n <div class=\"result\">\u300c\u3053\u306e\u30e1\u30fc\u30eb\u306f\u6545\u969c\u306b\u95a2\u3059\u308b\n\u304a\u554f\u3044\u5408\u308f\u305b\u3060\u3068\u601d\u308f\u308c\u307e\u3059\u3002\u300d<\/div>\n <\/div>\n\n <div class=\"arrow\">\u2192<\/div>\n\n <div class=\"box jev\">\n <div class=\"big\">\ud83c\udfaf JEV<\/div>\n <p>\u5019\u88dc\u306e\u4e2d\u304b\u3089\u3001\u3069\u308c\u304c\u6b63\u3057\u305d\u3046\u304b\u3092\u78ba\u7387\u3067\u8fd4\u3057\u307e\u3059\u3002<\/p>\n <div class=\"result\">\u6545\u969c\u554f\u3044\u5408\u308f\u305b 92%\n\u55b6\u696d\u554f\u3044\u5408\u308f\u305b 3%\n\u5951\u7d04\u554f\u3044\u5408\u308f\u305b 2%\n\u305d\u306e\u4ed6 3%<\/div>\n <\/div>\n <\/div>\n\n <div class=\"note\">\n JEV\u306e\u7b54\u3048\u306f\u3001\u305d\u306e\u307e\u307e\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5206\u5c90\u306b\u4f7f\u3048\u307e\u3059\u3002\u3064\u307e\u308a\u3001AI\u306e\u5224\u65ad\u3092<strong>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u90e8\u54c1<\/strong>\u3068\u3057\u3066\u6271\u3044\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\n <\/div>\n<\/section>\n\n<section>\n <h2>2. \u3044\u3061\u3070\u3093\u5206\u304b\u308a\u3084\u3059\u3044\u4f8b\uff1a\u30e1\u30fc\u30eb\u306e\u81ea\u52d5\u4ed5\u5206\u3051<\/h2>\n\n <div class=\"flow\">\n <span class=\"step\">\ud83d\udce9 \u30e1\u30fc\u30eb\u53d7\u4fe1<\/span>\n <span class=\"arr\">\u2192<\/span>\n <span class=\"step\">\ud83e\udd16 JEV\u304c\u5224\u65ad<\/span>\n <span class=\"arr\">\u2192<\/span>\n <span class=\"step\">\ud83d\udcca \u78ba\u7387\u3092\u8fd4\u3059<\/span>\n <span class=\"arr\">\u2192<\/span>\n <span class=\"step\">\u2699\ufe0f Python\u304c\u51e6\u7406<\/span>\n <\/div>\n\n <p><strong>\u5165\u529b\uff1a<\/strong>\u300c\u6628\u65e5\u8cfc\u5165\u3057\u305f\u88c5\u7f6e\u304c\u52d5\u304d\u307e\u305b\u3093\u300d<\/p>\n\n <div class=\"result\">\u6545\u969c\u554f\u3044\u5408\u308f\u305b 92%\n\u55b6\u696d\u554f\u3044\u5408\u308f\u305b 3%\n\u5951\u7d04\u554f\u3044\u5408\u308f\u305b 2%\n\u305d\u306e\u4ed6 3%<\/div>\n\n <p>\u305f\u3068\u3048\u3070\u300c\u6545\u969c\u554f\u3044\u5408\u308f\u305b\u304c80%\u4ee5\u4e0a\u306a\u3089\u6280\u8853\u62c5\u5f53\u3078\u9001\u308b\u300d\u3068\u3044\u3046\u30eb\u30fc\u30eb\u3092\u6c7a\u3081\u3066\u304a\u3051\u3070\u3001\u81ea\u52d5\u3067\u62c5\u5f53\u8005\u3078\u632f\u308a\u5206\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n<\/section>\n\n<section>\n <h2>3. JEV\u306e\u5fdc\u7528\u4f8b<\/h2>\n <div class=\"examples\">\n\n <div class=\"card\">\n <div class=\"icon\">\ud83d\udd27<\/div>\n <h3>\u8a2d\u5099\u70b9\u691c<\/h3>\n <p>\u70b9\u691c\u5831\u544a\u3092\u898b\u3066\u3001\u5bfe\u5fdc\u30ec\u30d9\u30eb\u3092\u5224\u65ad\u3002<\/p>\n <div class=\"result\">\u7d4c\u904e\u89b3\u5bdf 20%\n\u8981\u70b9\u691c 65%\n\u7dca\u6025\u5bfe\u5fdc 15%<\/div>\n <\/div>\n\n <div class=\"card\">\n <div class=\"icon\">\ud83c\udfe0<\/div>\n <h3>\u9632\u707d<\/h3>\n <p>\u73fe\u5730\u72b6\u6cc1\u3084\u707d\u5bb3\u60c5\u5831\u3092\u898b\u3066\u3001\u907f\u96e3\u5224\u65ad\u3092\u652f\u63f4\u3002<\/p>\n <div class=\"result\">\u907f\u96e3\u304c\u5fc5\u8981\n88%<\/div>\n <\/div>\n\n <div class=\"card\">\n <div class=\"icon\">\ud83d\udcc4<\/div>\n <h3>\u66f8\u985e\u5206\u985e<\/h3>\n <p>\u6587\u66f8\u3092\u898b\u3066\u3001\u7a2e\u985e\u3092\u81ea\u52d5\u5224\u5b9a\u3002<\/p>\n <div class=\"result\">\u898b\u7a4d\u66f8 92%\n\u8acb\u6c42\u66f8 5%\n\u305d\u306e\u4ed6 3%<\/div>\n <\/div>\n\n <div class=\"card\">\n <div class=\"icon\">\ud83d\udcf7<\/div>\n <h3>\u5199\u771f\u70b9\u691c<\/h3>\n <p>\u753b\u50cf\u8a8d\u8b58\u306e\u7d50\u679c\u3068\u6587\u7ae0\u60c5\u5831\u304b\u3089\u91cd\u8981\u5ea6\u3092\u5224\u65ad\u3002<\/p>\n <div class=\"result\">\u8efd\u5fae 15%\n\u6ce8\u610f 55%\n\u8981\u78ba\u8a8d 30%<\/div>\n <\/div>\n\n <div class=\"card\">\n <div class=\"icon\">\ud83d\uded2<\/div>\n <h3>\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc<\/h3>\n <p>\u554f\u3044\u5408\u308f\u305b\u3092\u62c5\u5f53\u90e8\u7f72\u3078\u81ea\u52d5\u632f\u308a\u5206\u3051\u3002<\/p>\n <div class=\"result\">\u55b6\u696d 70%\n\u6280\u8853 25%\n\u7dcf\u52d9 5%<\/div>\n <\/div>\n\n <div class=\"card\">\n <div class=\"icon\">\ud83e\udd16<\/div>\n <h3>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/h3>\n <p>\u6b21\u306b\u4f55\u3092\u3059\u308b\u3079\u304d\u304b\u3092\u9078\u629e\u3002<\/p>\n <div class=\"result\">\u518d\u691c\u7d22 10%\n\u56de\u7b54 75%\n\u4eba\u306b\u78ba\u8a8d 15%<\/div>\n <\/div>\n\n <\/div>\n<\/section>\n\n<section>\n <h2>4. RAG\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3068\u3001\u3055\u3089\u306b\u5b9f\u7528\u7684<\/h2>\n\n <div class=\"flow\">\n <span class=\"step\">\ud83d\udcda \u793e\u5185\u8cc7\u6599\u30fb\u30de\u30cb\u30e5\u30a2\u30eb<\/span>\n <span class=\"arr\">\u2192<\/span>\n <span class=\"step\">\ud83d\udd0e RAG\u3067\u691c\u7d22<\/span>\n <span class=\"arr\">\u2192<\/span>\n <span class=\"step\">\ud83c\udfaf JEV\u3067\u5224\u65ad<\/span>\n <span class=\"arr\">\u2192<\/span>\n <span class=\"step\">\u2699\ufe0f Python\u3067\u5b9f\u884c<\/span>\n <\/div>\n\n <table class=\"simple-table\">\n <tr>\n <th>\u5f79\u5272<\/th>\n <th>\u62c5\u5f53<\/th>\n <\/tr>\n <tr>\n <td>\u5fc5\u8981\u306a\u8cc7\u6599\u3092\u63a2\u3059<\/td>\n <td><span class=\"badge\">RAG<\/span><\/td>\n <\/tr>\n <tr>\n <td>\u3069\u308c\u3092\u9078\u3076\u3079\u304d\u304b\u5224\u65ad\u3059\u308b<\/td>\n <td><span class=\"badge\">JEV<\/span><\/td>\n <\/tr>\n <tr>\n <td>\u901a\u77e5\u30fb\u8a08\u7b97\u30fbDB\u66f4\u65b0\u306a\u3069\u3092\u5b9f\u884c\u3059\u308b<\/td>\n <td><span class=\"badge\">Python<\/span><\/td>\n <\/tr>\n <\/table>\n\n <div class=\"result\">\u70b9\u691c\u5831\u544a\n \u2193\nRAG\u3067\u95a2\u9023\u3059\u308b\u57fa\u6e96\u66f8\u3092\u691c\u7d22\n \u2193\nJEV\n\u300c\u5c02\u9580\u5bb6\u78ba\u8a8d 87%\u300d\n \u2193\nPython\n\u62c5\u5f53\u8005\u901a\u77e5\u30fb\u70b9\u691c\u7968\u4f5c\u6210\u30fbDB\u8a18\u9332<\/div>\n<\/section>\n\n<section>\n <h2>5. \u4f55\u304c\u4fbf\u5229\u306a\u306e\u304b<\/h2>\n\n <table class=\"simple-table\">\n <tr>\n <th>\u666e\u901a\u306eAI<\/th>\n <th>JEV\u578bAI<\/th>\n <\/tr>\n <tr>\n <td>\u6587\u7ae0\u3067\u56de\u7b54\u3059\u308b<\/td>\n <td>\u9078\u629e\u80a2\u3068\u78ba\u7387\u3067\u56de\u7b54\u3059\u308b<\/td>\n <\/tr>\n <tr>\n <td>\u4eba\u304c\u8aad\u3093\u3067\u5224\u65ad\u3059\u308b<\/td>\n <td>\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u305d\u306e\u307e\u307e\u5229\u7528\u3067\u304d\u308b<\/td>\n <\/tr>\n <tr>\n <td>\u66d6\u6627\u306a\u8fd4\u7b54\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308b<\/td>\n <td>\u5019\u88dc\u3092\u9650\u5b9a\u3057\u3066\u5224\u65ad\u3055\u305b\u3089\u308c\u308b<\/td>\n <\/tr>\n <tr>\n <td>\u4f1a\u8a71\u30fb\u8aac\u660e\u306b\u5411\u304f<\/td>\n <td>\u81ea\u52d5\u51e6\u7406\u30fb\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306b\u5411\u304f<\/td>\n <\/tr>\n <\/table>\n<\/section>\n\n\n<section>\n <h2>6. JEV\u306e\u300c\u78ba\u7387\u300d\u306f\u5b9f\u7e3e\u3067\u80b2\u3066\u308b<\/h2>\n\n <p>JEV\u304c <strong>\u300c\u7dca\u6025\u5bfe\u5fdc 90%\u300d<\/strong> \u3068\u51fa\u3057\u3066\u3082\u3001\u305d\u306e\u6570\u5b57\u3092\u6700\u521d\u304b\u3089\u300c\u672c\u5f53\u306b90%\u6b63\u3057\u3044\u300d\u3068\u8003\u3048\u308b\u306e\u306f\u5371\u967a\u3067\u3059\u3002<\/p>\n\n <div class=\"compare\">\n <div class=\"box llm\">\n <div class=\"big\">\ud83e\udd16 AI\u304c\u51fa\u3057\u305f\u751f\u306e\u78ba\u7387<\/div>\n <p>\u30e2\u30c7\u30eb\u81ea\u8eab\u304c\u51fa\u3057\u305f\u5224\u65ad\u30b9\u30b3\u30a2\u3067\u3059\u3002<\/p>\n <div class=\"result\">\u7dca\u6025\u5bfe\u5fdc\n91%<\/div>\n <\/div>\n\n <div class=\"arrow\">\u2192<\/div>\n\n <div class=\"box jev\">\n <div class=\"big\">\ud83d\udcca \u5b9f\u7e3e\u3067\u88dc\u6b63\u3057\u305f\u78ba\u7387<\/div>\n <p>\u904e\u53bb\u306e\u6b63\u89e3\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u3001\u672c\u5f53\u306b\u3069\u306e\u304f\u3089\u3044\u5f53\u305f\u308b\u304b\u3092\u88dc\u6b63\u3057\u307e\u3059\u3002<\/p>\n <div class=\"result\">\u6821\u6b63\u5f8c\n79%<\/div>\n <\/div>\n <\/div>\n\n <div class=\"note\">\n \u5927\u5207\u306a\u306e\u306f\u3001<strong>\u300c90%\u3068\u8a00\u3063\u305f\u30b1\u30fc\u30b9\u304c\u3001\u672c\u5f53\u306b\u7d0490%\u6b63\u3057\u304b\u3063\u305f\u304b\u300d<\/strong>\u3092\u7d99\u7d9a\u7684\u306b\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u3092\u78ba\u7387\u6821\u6b63\uff08Calibration\uff09\u3068\u547c\u3073\u307e\u3059\u3002\n <\/div>\n<\/section>\n\n<section>\n <h2>7. \u65b0\u3057\u3044\u60c5\u5831\u304c\u5165\u3063\u305f\u3089\u78ba\u7387\u3092\u66f4\u65b0\u3059\u308b<\/h2>\n\n <div class=\"flow\">\n <span class=\"step\">\u6700\u521d\u306e\u5224\u65ad 70%<\/span>\n <span class=\"arr\">\u2192<\/span>\n <span class=\"step\">\u8ffd\u52a0\u5199\u771f\u30fb\u30bb\u30f3\u30b5\u30fc\u30fb\u5c02\u9580\u5bb6\u78ba\u8a8d<\/span>\n <span class=\"arr\">\u2192<\/span>\n <span class=\"step\">\u7d71\u8a08\u66f4\u65b0<\/span>\n <span class=\"arr\">\u2192<\/span>\n <span class=\"step\">\u65b0\u3057\u3044\u5224\u65ad 86%<\/span>\n <\/div>\n\n <p>\u3053\u306e\u3088\u3046\u306b\u3001\u6700\u521d\u306e\u78ba\u7387\u3092\u56fa\u5b9a\u305b\u305a\u3001\u65b0\u3057\u3044\u60c5\u5831\u304c\u5165\u308b\u305f\u3073\u306b\u66f4\u65b0\u3059\u308b\u8003\u3048\u65b9\u304c\u91cd\u8981\u3067\u3059\u3002\u7279\u306bJEV\u578b\u306e\u4ed5\u7d44\u307f\u306f\u3001<strong>\u30d9\u30a4\u30ba\u66f4\u65b0<\/strong>\u3068\u76f8\u6027\u304c\u826f\u3044\u3067\u3059\u3002<\/p>\n\n <div class=\"result\">\u6700\u521d\u306e\u5224\u65ad\n70%\n\n\uff0b \u65b0\u3057\u3044\u70b9\u691c\u7d50\u679c\n\uff0b \u30bb\u30f3\u30b5\u30fc\u60c5\u5831\n\uff0b \u5c02\u9580\u5bb6\u306e\u78ba\u8a8d\u7d50\u679c\n\n\u2193 \u30d9\u30a4\u30ba\u66f4\u65b0\n\n\u65b0\u3057\u3044\u5224\u65ad\n86%<\/div>\n<\/section>\n\n<section>\n <h2>8. 3\u6bb5\u968e\u3067\u4fe1\u983c\u6027\u3092\u4e0a\u3052\u308b<\/h2>\n\n <table class=\"simple-table\">\n <tr>\n <th>\u6bb5\u968e<\/th>\n <th>\u610f\u5473<\/th>\n <th>\u4f8b<\/th>\n <\/tr>\n <tr>\n <td><strong>\u2460 AI\u306e\u751f\u30b9\u30b3\u30a2<\/strong><\/td>\n <td>Qwen3 \/ JEV\u4e92\u63db\u30e2\u30c7\u30eb\u304c\u6700\u521d\u306b\u51fa\u3057\u305f\u5024<\/td>\n <td>91%<\/td>\n <\/tr>\n <tr>\n <td><strong>\u2461 \u7d71\u8a08\u6821\u6b63<\/strong><\/td>\n <td>\u904e\u53bb\u306e\u6b63\u89e3\u30c7\u30fc\u30bf\u3092\u898b\u3066\u3001\u5b9f\u969b\u306e\u5f53\u305f\u308a\u3084\u3059\u3055\u3078\u88dc\u6b63<\/td>\n <td>79%<\/td>\n <\/tr>\n <tr>\n <td><strong>\u2462 \u30d9\u30a4\u30ba\u66f4\u65b0<\/strong><\/td>\n <td>\u65b0\u3057\u3044\u60c5\u5831\u3092\u52a0\u3048\u3066\u3001\u3055\u3089\u306b\u78ba\u7387\u3092\u66f4\u65b0<\/td>\n <td>84%<\/td>\n <\/tr>\n <\/table>\n\n <div class=\"result\">JEV \/ Qwen3\n \u2193\n\u751f\u306e\u5224\u65ad\u30b9\u30b3\u30a2\n \u2193\n\u7d71\u8a08Calibration\n \u2193\nBayesian Update\n \u2193\n\u4fe1\u983c\u5ea6\u4ed8\u304d\u5224\u65ad\n \u2193\nPython\u3067\u81ea\u52d5\u51e6\u7406<\/div>\n<\/section>\n\n<section>\n <h2>9. RAG\u306e\u8cea\u3082\u4e00\u7dd2\u306b\u898b\u308b<\/h2>\n\n <p>JEV\u3060\u3051\u3092\u8a55\u4fa1\u3057\u3066\u3082\u5341\u5206\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002RAG\u304c\u9593\u9055\u3063\u305f\u8cc7\u6599\u3092\u6301\u3063\u3066\u304d\u305f\u5834\u5408\u3001\u305d\u306e\u4e0a\u3067\u51fa\u3057\u305f\u9ad8\u3044\u78ba\u7387\u3082\u4fe1\u7528\u3057\u306b\u304f\u3044\u304b\u3089\u3067\u3059\u3002<\/p>\n\n <div class=\"flow\">\n <span class=\"step\">RAG\u691c\u7d22\u54c1\u8cea<\/span>\n <span class=\"arr\">\uff0b<\/span>\n <span class=\"step\">JEV\u5224\u65ad\u54c1\u8cea<\/span>\n <span class=\"arr\">\uff0b<\/span>\n <span class=\"step\">\u904e\u53bb\u5b9f\u7e3e<\/span>\n <span class=\"arr\">\u2192<\/span>\n <span class=\"step\">\u6700\u7d42\u4fe1\u983c\u5ea6<\/span>\n <\/div>\n\n <div class=\"result\">AI\u751f\u30b9\u30b3\u30a2 92%\nRAG\u985e\u4f3c\u5ea6 87%\n\u7d71\u8a08\u6821\u6b63\u5f8c 84%\n\u30d9\u30a4\u30ba\u66f4\u65b0\u5f8c 88%\n\u5b9f\u7e3e\u4ef6\u6570 326\u4ef6<\/div>\n\n <p>\u307e\u305f\u3001\u540c\u305888%\u3067\u3082<strong>2\u4ef6\u3060\u3051\u306e\u5b9f\u7e3e<\/strong>\u3068<strong>\u6570\u5343\u4ef6\u306e\u5b9f\u7e3e<\/strong>\u3067\u306f\u4fe1\u983c\u6027\u304c\u307e\u3063\u305f\u304f\u9055\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u78ba\u7387\u3060\u3051\u3067\u306a\u304f\u5b9f\u7e3e\u4ef6\u6570\u3082\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/p>\n<\/section>\n\n<section>\n <h2>10. \u6700\u7d42\u7684\u306a\u8003\u3048\u65b9<\/h2>\n\n <div class=\"final\">\n JEV\u306f\u300c\u78ba\u7387\u3092\u51fa\u3059AI\u300d\u3067\u306f\u306a\u304f<br>\n \u5b9f\u7e3e\u3067\u78ba\u7387\u3092\u80b2\u3066\u3066\u3044\u304f\u300c\u5224\u65ad\u30a8\u30f3\u30b8\u30f3\u300d\u306b\u3059\u308b\n <\/div>\n\n <p style=\"text-align:center;margin-top:18px;\">\n <strong>RAG\u3067\u6839\u62e0\u3092\u63a2\u3059 \u2192 JEV\u3067\u5224\u65ad\u3059\u308b \u2192 \u7d71\u8a08\u3067\u88dc\u6b63\u3059\u308b \u2192 Python\u3067\u5b9f\u884c\u3059\u308b<\/strong>\n <\/p>\n<\/section>\n\n\n<\/main>\n\n<footer>\n JEV\u5fdc\u7528\u4f8b\u30fb\u308f\u304b\u308a\u3084\u3059\u3044\u8aac\u660e\u8cc7\u6599\n<\/footer>\n<\/body>\n<\/html>\n\n","protected":false},"excerpt":{"rendered":"<p>JEV\u3068\u306f\uff1f \u308f\u304b\u308a\u3084\u3059\u3044\u5fdc\u7528\u4f8b JEV\u3068\u306f\uff1f \u96e3\u3057\u304f\u8003\u3048\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002JEV\u306f\u300c\u6587\u7ae0\u3092\u66f8\u304fAI\u300d\u3067\u306f\u306a\u304f\u3001\u72b6\u6cc1\u3092\u898b\u3066\u3001\u3069\u308c\u3092\u9078\u3076\u3079\u304d\u304b\u3092\u78ba\u7387\u4ed8\u304d\u3067\u5224\u65ad\u3059\u308bAI\u3067\u3059\u3002 LLM\u306f\u300c\u8aac\u660e\u3059\u308bAI\u300d\u3000\uff0f\u3000JEV\u306f\u300c\u9078\u3076A 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