{"id":20265,"date":"2026-06-18T11:58:26","date_gmt":"2026-06-18T02:58:26","guid":{"rendered":"https:\/\/service.biztex.co.jp\/dx-hacker\/?p=20265"},"modified":"2026-07-08T19:15:52","modified_gmt":"2026-07-08T10:15:52","slug":"hallucination","status":"publish","type":"post","link":"https:\/\/service.biztex.co.jp\/dx-hacker\/glossary\/hallucination\/","title":{"rendered":"\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3068\u306f\uff1fAI\u8aa4\u56de\u7b54\u306e\u539f\u56e0\u3068\u5bfe\u7b56\uff5cDXhacker\u7528\u8a9e\u96c6"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3068\u306f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08Hallucination\uff09\u3068\u306f\u3001<span class=\"swl-marker mark_yellow\"><strong>\u751f\u6210AI\u304c\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u60c5\u5831\u3092\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u6587\u7ae0\u3068\u3057\u3066\u3042\u305f\u304b\u3082\u6b63\u3057\u3044\u304b\u306e\u3088\u3046\u306b\u51fa\u529b\u3057\u3066\u3057\u307e\u3046\u73fe\u8c61<\/strong><\/span>\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u5e7b\u899a\u300d\u3092\u610f\u5473\u3059\u308b\u82f1\u5358\u8a9e\u304b\u3089\u304d\u3066\u304a\u308a\u3001AI\u304c\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u306a\u3044\u60c5\u5831\u3084\u66d6\u6627\u306a\u8a18\u61b6\u3092\u300c\u57cb\u3081\u308b\u300d\u904e\u7a0b\u3067\u767a\u751f\u3057\u307e\u3059\u3002\u696d\u52d9\u5229\u7528\u306b\u304a\u3051\u308b\u6700\u5927\u306e\u30ea\u30b9\u30af\u306e\u4e00\u3064\u3067\u3042\u308a\u3001\u5bfe\u7b56\u3068\u30bb\u30c3\u30c8\u3067\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u5fc5\u9808\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3092\u7406\u89e3\u3059\u308b3\u3064\u306e\u30dd\u30a4\u30f3\u30c8<\/h2>\n\n\n\n<ul class=\"wp-block-list is-style-check_list\">\n<li><strong>\u539f\u56e0\u306f\u78ba\u7387\u7684\u306a\u751f\u6210\u30d7\u30ed\u30bb\u30b9<\/strong>\uff1aLLM\u306f\u300c\u6b21\u306b\u6765\u308b\u78ba\u7387\u306e\u9ad8\u3044\u5358\u8a9e\u300d\u3092\u9078\u3076\u4ed5\u7d44\u307f\u306e\u305f\u3081\u3001\u77e5\u8b58\u3068\u3057\u3066\u6301\u3063\u3066\u3044\u306a\u3044\u60c5\u5831\u3082\u6d41\u66a2\u306b\u88dc\u5b8c\u3057\u3066\u3057\u307e\u3046<\/li>\n\n\n\n<li><strong>\u300c\u3082\u3063\u3068\u3082\u3089\u3057\u3055\u300d\u304c\u30ea\u30b9\u30af<\/strong>\uff1a\u6587\u7ae0\u304c\u81ea\u7136\u3067\u8aac\u5f97\u529b\u304c\u3042\u308b\u305f\u3081\u3001\u4eba\u9593\u304c\u8aa4\u56de\u7b54\u306b\u6c17\u4ed8\u304d\u306b\u304f\u3044<\/li>\n\n\n\n<li><strong>\u5b8c\u5168\u306b\u306f\u9632\u3052\u306a\u3044\u304c\u6291\u5236\u53ef\u80fd<\/strong>\uff1aRAG\uff08\u793e\u5185\u30c7\u30fc\u30bf\u53c2\u7167\uff09\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u306e\u6839\u62e0\u63d0\u793a\u8981\u6c42\u3001Human in the Loop\u306a\u3069\u3067\u767a\u751f\u7387\u3092\u4e0b\u3052\u3089\u308c\u308b<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u696d\u52d9\u3067\u306e\u767a\u751f\u4f8b\u3068\u5bfe\u7b56<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u696d\u52d9\u3067\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u554f\u984c\u306b\u306a\u308b\u4ee3\u8868\u7684\u306a3\u30b7\u30fc\u30f3\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list has-swl-pale-02-background-color has-background\">\n<li><strong>\u6cd5\u4ee4\u30fb\u5951\u7d04QA<\/strong>\uff1a\u6cd5\u4ee4\u306e\u6761\u6587\u756a\u53f7\u3084\u5224\u4f8b\u3092\u8aa4\u3063\u3066\u751f\u6210 \u2192 RAG\u3067\u6839\u62e0\u30c7\u30fc\u30bf\u3092\u5f15\u304b\u305b\u3001\u5fc5\u305a\u539f\u5178\u30ea\u30f3\u30af\u3092\u4f75\u8a18\u3055\u305b\u308b<\/li>\n\n\n\n<li><strong>\u9867\u5ba2\u5411\u3051\u56de\u7b54<\/strong>\uff1a\u5b9f\u5728\u3057\u306a\u3044\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3084\u88fd\u54c1\u4ed5\u69d8\u3092\u6848\u5185 \u2192 \u56de\u7b54\u524d\u306b\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u7167\u5408\u3092\u631f\u307f\u3001\u4eba\u306b\u3088\u308b\u6700\u7d42\u30c1\u30a7\u30c3\u30af\u3092\u5165\u308c\u308b<\/li>\n\n\n\n<li><strong>\u30b3\u30fc\u30c9\u751f\u6210<\/strong>\uff1a\u5b9f\u5728\u3057\u306a\u3044\u30e9\u30a4\u30d6\u30e9\u30ea\u95a2\u6570\u3084\u5f15\u6570\u3092\u751f\u6210 \u2192 \u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u74b0\u5883\u3067\u30c6\u30b9\u30c8\u3057\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53c2\u7167\u3055\u305b\u3066\u88dc\u6b63\u3059\u308b<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u95a2\u9023\u7528\u8a9e<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/service.biztex.co.jp\/dx-hacker\/glossary\/llm\/\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09<\/a>\uff1a\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u767a\u751f\u3059\u308b\u4ed5\u7d44\u307f\u306e\u57fa\u76e4<\/li>\n\n\n\n<li><a href=\"https:\/\/service.biztex.co.jp\/dx-hacker\/glossary\/rag\/\">RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09<\/a>\uff1a\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3092\u6291\u5236\u3059\u308b\u4ee3\u8868\u7684\u306a\u6280\u8853<\/li>\n\n\n\n<li><a href=\"https:\/\/service.biztex.co.jp\/dx-hacker\/glossary\/prompt-engineering\/\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/a>\uff1a\u6291\u5236\u306e\u305f\u3081\u306e\u6307\u793a\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u3088\u308a\u6df1\u304f\u77e5\u308a\u305f\u3044\u65b9\u3078<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306f\u751f\u6210AI\u6d3b\u7528\u306b\u304a\u3051\u308b\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u4e2d\u6838\u8ad6\u70b9\u3067\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3084\u696d\u52d9\u30ea\u30b9\u30af\u7ba1\u7406\u3068\u4e00\u4f53\u3067\u8003\u3048\u308b\u306e\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u696d\u52d9\u306b\u304a\u3051\u308b\u7d71\u5236\uff1a<a href=\"https:\/\/service.biztex.co.jp\/dx-hacker\/it-dx-column\/about-compliance-check\/\">\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30c1\u30a7\u30c3\u30af\u3068\u306f\uff1f\u5b9f\u52d9\u306e\u30dd\u30a4\u30f3\u30c8\u3068AI\u6d3b\u7528\u6cd5\u3092\u89e3\u8aac<\/a><\/strong><\/li>\n\n\n\n<li><strong>\u751f\u6210AI\u5168\u4f53\u306e\u6982\u8981\uff1a<a href=\"https:\/\/service.biztex.co.jp\/dx-hacker\/it-dx-column\/about-generative-ai\/\">\u751f\u6210AI\u3068\u306f\uff1f\u30e1\u30ea\u30c3\u30c8\u3084AI\u3068\u306e\u9055\u3044\u3092\u7c21\u5358\u89e3\u8aac\uff01<\/a><\/strong><\/li>\n\n\n\n<li><strong>\u4ee3\u8868\u7684\u306aLLM\u30b5\u30fc\u30d3\u30b9\uff1a<a href=\"https:\/\/service.biztex.co.jp\/dx-hacker\/it-dx-column\/chatgpt-about\/\">\u30c1\u30e3\u30c3\u30c8GPT\u306b\u805e\u3044\u3066\u307f\u305f\u3002ChatGPT\u3068\u306f\uff1f\u61f8\u5ff5\u3084\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u3067\u306e\u6ce8\u610f\u70b9\u30fb\u8ab2\u984c\u3068\u306f\uff1f<\/a><\/strong><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u3088\u304f\u3042\u308b\u8cea\u554f\uff08FAQ\uff09<\/h2>\n\n\n\n<dl class=\"swell-block-faq\" data-q=\"col-text\" data-a=\"col-text\">\n<div class=\"swell-block-faq__item\"><dt class=\"faq_q\">&#12394;&#12380;AI&#12399;&#12495;&#12523;&#12471;&#12493;&#12540;&#12471;&#12519;&#12531;&#12434;&#36215;&#12371;&#12377;&#12398;&#12391;&#12377;&#12363;&#65311;<\/dt><dd class=\"faq_a\">\n<p class=\"wp-block-paragraph\">LLM&#12399;&#12300;&#20107;&#23455;&#12434;&#35226;&#12360;&#12390;&#12356;&#12427;&#12301;&#12398;&#12391;&#12399;&#12394;&#12367;&#12289;&#23398;&#32722;&#12487;&#12540;&#12479;&#12363;&#12425;&#21336;&#35486;&#12398;&#20986;&#29694;&#30906;&#29575;&#12434;&#25512;&#23450;&#12375;&#12390;&#25991;&#31456;&#12434;&#29983;&#25104;&#12375;&#12414;&#12377;&#12290;&#30906;&#29575;&#30340;&#12394;&#20181;&#32068;&#12415;&#12391;&#12354;&#12427;&#20197;&#19978;&#12289;&#30693;&#12425;&#12394;&#12356;&#24773;&#22577;&#12420;&#26326;&#26151;&#12394;&#35352;&#25014;&#12434;&#12300;&#12418;&#12387;&#12392;&#12418;&#12425;&#12375;&#12356;&#21336;&#35486;&#12301;&#12391;&#22475;&#12417;&#12390;&#12375;&#12414;&#12358;&#12371;&#12392;&#12364;&#27083;&#36896;&#30340;&#12395;&#36215;&#12371;&#12426;&#12414;&#12377;&#12290;<\/p>\n<\/dd><\/div>\n\n\n\n<div class=\"swell-block-faq__item\"><dt class=\"faq_q\">&#12495;&#12523;&#12471;&#12493;&#12540;&#12471;&#12519;&#12531;&#12434;&#23436;&#20840;&#12395;&#38450;&#12368;&#26041;&#27861;&#12399;&#12354;&#12426;&#12414;&#12377;&#12363;&#65311;<\/dt><dd class=\"faq_a\">\n<p class=\"wp-block-paragraph\">&#23436;&#20840;&#12394;&#38450;&#27490;&#12399;&#29694;&#26178;&#28857;&#12391;&#12399;&#22256;&#38627;&#12391;&#12377;&#12290;&#12383;&#12384;&#12375;RAG&#65288;&#31038;&#20869;&#12487;&#12540;&#12479;&#12434;&#21442;&#29031;&#28304;&#12392;&#12377;&#12427;&#65289;&#12289;&#12503;&#12525;&#12531;&#12503;&#12488;&#12391;&#12398;&#12300;&#20998;&#12363;&#12425;&#12394;&#12356;&#22580;&#21512;&#12399;&#12381;&#12358;&#31572;&#12360;&#12427;&#12301;&#25351;&#31034;&#12289;Human in the Loop&#65288;&#20154;&#12395;&#12424;&#12427;&#26368;&#32066;&#30906;&#35469;&#65289;&#12398;&#20341;&#29992;&#12391;&#30330;&#29983;&#29575;&#12392;&#24433;&#38911;&#12434;&#22823;&#12365;&#12367;&#19979;&#12370;&#12425;&#12428;&#12414;&#12377;&#12290;<\/p>\n<\/dd><\/div>\n\n\n\n<div class=\"swell-block-faq__item\"><dt class=\"faq_q\">&#26989;&#21209;&#12391;&#12495;&#12523;&#12471;&#12493;&#12540;&#12471;&#12519;&#12531;&#12434;&#36215;&#12371;&#12373;&#12394;&#12356;AI&#12399;&#12354;&#12426;&#12414;&#12377;&#12363;&#65311;<\/dt><dd class=\"faq_a\">\n<p class=\"wp-block-paragraph\">&#12300;&#32118;&#23550;&#12395;&#36215;&#12371;&#12373;&#12394;&#12356;AI&#12301;&#12399;&#29694;&#29366;&#12354;&#12426;&#12414;&#12379;&#12435;&#12290;&#21069;&#25552;&#12392;&#12375;&#12390;&#12289;&#12495;&#12523;&#12471;&#12493;&#12540;&#12471;&#12519;&#12531;&#12364;&#36215;&#12371;&#12427;&#12371;&#12392;&#12434;&#32340;&#12426;&#36796;&#12435;&#12391;&#36939;&#29992;&#35373;&#35336;&#12434;&#32068;&#12416;&#12371;&#12392;&#12364;&#29694;&#23455;&#30340;&#12391;&#12377;&#12290;&#37325;&#35201;&#12394;&#24847;&#24605;&#27770;&#23450;&#12420;&#23550;&#22806;&#30340;&#12394;&#24773;&#22577;&#30330;&#20449;&#12391;&#12399;&#12289;&#24517;&#12378;&#20154;&#12395;&#12424;&#12427;&#30906;&#35469;&#12503;&#12525;&#12475;&#12473;&#12434;&#20837;&#12428;&#12427;&#12398;&#12364;&#23433;&#20840;&#31574;&#12391;&#12377;&#12290;<\/p>\n<\/dd><\/div>\n\n\n\n<div class=\"swell-block-faq__item\"><dt class=\"faq_q\">&#12495;&#12523;&#12471;&#12493;&#12540;&#12471;&#12519;&#12531;&#30330;&#29983;&#26178;&#12398;&#12452;&#12531;&#12471;&#12487;&#12531;&#12488;&#23550;&#24540;&#12399;&#12393;&#12358;&#12377;&#12409;&#12365;&#12391;&#12377;&#12363;&#65311;<\/dt><dd class=\"faq_a\">\n<p class=\"wp-block-paragraph\">&#9312;&#20107;&#35937;&#12398;&#35352;&#37682;&#12289;&#9313;&#21407;&#22240;&#12398;&#29305;&#23450;&#65288;&#12503;&#12525;&#12531;&#12503;&#12488;&#12539;&#21442;&#29031;&#28304;&#12539;&#12514;&#12487;&#12523;&#65289;&#12289;&#9314;&#20877;&#30330;&#38450;&#27490;&#31574;&#12398;&#23455;&#35013;&#12289;&#9315;&#38306;&#20418;&#32773;&#12408;&#12398;&#20849;&#26377;&#12289;&#12398;4&#12473;&#12486;&#12483;&#12503;&#12364;&#22522;&#26412;&#12391;&#12377;&#12290;&#12495;&#12523;&#12471;&#12493;&#12540;&#12471;&#12519;&#12531;&#20107;&#20363;&#12434;&#31038;&#20869;&#12490;&#12524;&#12483;&#12472;&#21270;&#12377;&#12427;&#12392;&#12289;&#27425;&#22238;&#20197;&#38477;&#12398;&#25233;&#21046;&#12395;&#24441;&#31435;&#12385;&#12414;&#12377;&#12290;<\/p>\n<\/dd><\/div>\n<\/dl>\n<script type=\"application\/ld+json\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@id\":\"#FAQContents\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"\u306a\u305cAI\u306f\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3092\u8d77\u3053\u3059\u306e\u3067\u3059\u304b\uff1f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p 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