{"id":73318,"date":"2026-06-10T09:31:44","date_gmt":"2026-06-10T00:31:44","guid":{"rendered":"https:\/\/wordpress.realcollector.jp\/blog\/?p=73318"},"modified":"2026-06-10T09:31:44","modified_gmt":"2026-06-10T00:31:44","slug":"%e3%83%92%e3%83%ad%e3%83%9f","status":"publish","type":"post","link":"https:\/\/wordpress.realcollector.jp\/blog\/?p=73318","title":{"rendered":"\u30d2\u30ed\u30df"},"content":{"rendered":"<p>ChatGPT\uff08\u30c1\u30e3\u30c3\u30c8\u30b8\u30fc\u30d4\u30fc\u30c6\u30a3\u30fc\uff09\u306f\u3001OpenAI\u793e\u304c\u958b\u767a\u3057\u305f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM: Large Language 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ChatGPT\u306f\u3001\u81a8\u5927\u306a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u57fa\u76e4\u306b\u5b66\u7fd2\u3092\u884c\u3063\u305f\u300c\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u300d\u3092\u5bfe\u8a71\u5f62\u5f0f\u3067\u4f7f\u3044\u3084\u3059\u304f\u3057\u305fAI\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u30022022\u5e7411\u6708\u306b\u30d9\u30fc\u30bf\u7248\u304c\u516c\u958b\u3055\u308c\u3066\u4ee5\u964d\u3001\u5e45\u5e83\u3044\u5206\u91ce\u3067\u6ce8\u76ee\u3092\u96c6\u3081\u3001\u6559\u80b2\u3001\u30d3\u30b8\u30cd\u30b9\u3001\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u652f\u63f4\u306a\u3069\u591a\u69d8\u306a\u7528\u9014\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5bfe\u8a71\u4e2d\u306b\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u3084\u6587\u8108\u3092\u628a\u63e1\u3057\u3001\u9023\u7d9a\u7684\u306a\u4f1a\u8a71\u3092\u7dad\u6301\u3067\u304d\u308b\u70b9\u304c\u6700\u5927\u306e\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<p>\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u306f\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306e\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u3001\u767e\u79d1\u4e8b\u5178\u3001\u66f8\u7c4d\u3001\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u30d5\u30a9\u30fc\u30e9\u30e0\u306a\u3069\u3001\u30b8\u30e3\u30f3\u30eb\u3092\u554f\u308f\u306a\u3044\u5927\u91cf\u306e\u6587\u7ae0\u304c\u7528\u3044\u3089\u308c\u3066\u304a\u308a\u3001\u4e8b\u524d\u5b66\u7fd2\uff08\u30d7\u30ec\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\uff09\u3068\u547c\u3070\u308c\u308b\u6bb5\u968e\u3067\u300c\u8a00\u8a9e\u7684\u77e5\u8b58\u300d\u3092\u7372\u5f97\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u5f37\u5316\u5b66\u7fd2\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u5f62\u3067\u4eba\u9593\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\uff08Reinforcement Learning from Human Feedback: RLHF\uff09\u3092\u53d6\u308a\u5165\u308c\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u81ea\u7136\u3067\u6709\u76ca\u306a\u5fdc\u7b54\u751f\u6210\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30e6\u30fc\u30b6\u30fc\u306f\u30c6\u30ad\u30b9\u30c8\u30d9\u30fc\u30b9\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u901a\u3057\u3066\u8cea\u554f\u3084\u6307\u793a\u3092\u5165\u529b\u3057\u3001ChatGPT\u306f\u305d\u306e\u6587\u8108\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u6587\u7ae0\u3092\u51fa\u529b\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30cb\u30e5\u30fc\u30b9\u8981\u7d04\u3001\u8a00\u8a9e\u7ffb\u8a33\u3001\u30c6\u30af\u30cb\u30ab\u30eb\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u57f7\u7b46\u652f\u63f4\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u30b3\u30fc\u30c9\u306e\u4f8b\u793a\u3001\u5c65\u6b74\u66f8\u4f5c\u6210\u652f\u63f4\u306a\u3069\u3001\u5185\u5bb9\u306f\u591a\u5c90\u306b\u308f\u305f\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u3001API\u3092\u4ecb\u3057\u3066\u5404\u7a2e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u751f\u6210\u3055\u308c\u305f\u6587\u7ae0\u306f\u5fc5\u305a\u3057\u3082\u5b9f\u969b\u306e\u77e5\u898b\u3084\u6700\u65b0\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u3082\u306e\u3068\u306f\u9650\u3089\u305a\u3001\u8aa4\u3063\u305f\u60c5\u5831\u3092\u300c\u305d\u308c\u3089\u3057\u304f\u300d\u63d0\u793a\u3057\u3066\u3057\u307e\u3046\u8aa4\u60c5\u5831\u751f\u6210\uff08hallucination\uff09\u306e\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u542b\u307e\u308c\u308b\u30c7\u30fc\u30bf\u306e\u30d0\u30a4\u30a2\u30b9\u306b\u3088\u308a\u3001\u5dee\u5225\u7684\u30fb\u504f\u898b\u7684\u306a\u8868\u73fe\u304c\u751f\u3058\u308b\u53ef\u80fd\u6027\u3082\u5426\u5b9a\u3067\u304d\u307e\u305b\u3093\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u7279\u306b\u533b\u7642\u30fb\u6cd5\u52d9\u306a\u3069\u91cd\u8981\u6027\u306e\u9ad8\u3044\u5206\u91ce\u3067\u306e\u5229\u7528\u6642\u306b\u306f\u5c02\u9580\u5bb6\u306b\u3088\u308b\u691c\u8a3c\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n<p>\u7dcf\u3058\u3066\u3001ChatGPT\u306f\u65e5\u5e38\u7684\u306a\u554f\u3044\u5408\u308f\u305b\u304b\u3089\u5c02\u9580\u7684\u306a\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u652f\u63f4\u307e\u3067\u5e45\u5e83\u3044\u6d3b\u7528\u304c\u671f\u5f85\u3055\u308c\u308b\u4e00\u65b9\u3067\u3001\u5229\u7528\u8005\u81ea\u8eab\u304c\u5185\u5bb9\u306e\u6b63\u78ba\u6027\u3092\u62c5\u4fdd\u3059\u308b\u8cac\u4efb\u3092\u4f34\u3046\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n<p>\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015 \u4e3b\u306a\u7279\u5fb4\uff085\u9805\u76ee\u4ee5\u4e0a\uff09 1. \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u5b66\u7fd2\uff1a\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306e\u591a\u7a2e\u591a\u69d8\u306a\u30c6\u30ad\u30b9\u30c8\u3092\u6d3b\u7528\u3057\u305f\u30d7\u30ec\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u8a00\u8a9e\u77e5\u8b58\u3092\u7372\u5f97\u3002 2. \u7d99\u7d9a\u7684\u5bfe\u8a71\u80fd\u529b\uff1a\u30de\u30eb\u30c1\u30bf\u30fc\u30f3\uff08\u8907\u6570\u56de\u306e\u3084\u308a\u53d6\u308a\uff09\u3067\u6587\u8108\u3092\u628a\u63e1\u3057\u3064\u3064\u5fdc\u7b54\u3092\u751f\u6210\u3002 3. \u9ad8\u3044\u6c4e\u7528\u6027\uff1a\u8981\u7d04\u3001\u7ffb\u8a33\u3001\u5275\u4f5c\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u88dc\u52a9\u306a\u3069\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u7528\u53ef\u80fd\u3002 4. RLHF\u6d3b\u7528\uff1a\u4eba\u9593\u306e\u8a55\u4fa1\u3092\u53d6\u308a\u5165\u308c\u305f\u5f37\u5316\u5b66\u7fd2\u306b\u3088\u308a\u3001\u81ea\u7136\u3067\u6709\u7528\u306a\u4f1a\u8a71\u3092\u5b9f\u73fe\u3002 5. API\u9023\u643a\uff1aWeb\u30b5\u30fc\u30d3\u30b9\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d44\u307f\u8fbc\u307f\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3084\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306b\u5c55\u958b\u53ef\u80fd\u3002 6. \u591a\u8a00\u8a9e\u5bfe\u5fdc\uff1a\u65e5\u672c\u8a9e\u3092\u542b\u3080\u8907\u6570\u306e\u8a00\u8a9e\u3067\u8cea\u306e\u9ad8\u3044\u6587\u7ae0\u751f\u6210\u304c\u53ef\u80fd\u3002 7. \u8aa4\u60c5\u5831\u30ea\u30b9\u30af\uff1a\u865a\u507d\u3084\u8aa4\u89e3\u3092\u62db\u304f\u8868\u73fe\uff08hallucination\uff09\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u691c\u8a3c\u304c\u5fc5\u8981\u3002<\/p>\n<p>\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015 \u53c2\u8003\u6587\u732e\uff08\u65e5\u672c\u8a9e\uff0f\u82f1\u6587\u4f75\u8a18\u53ef\uff09 1. OpenAI\u516c\u5f0f\u30b5\u30a4\u30c8 \u2013 ChatGPT \u88fd\u54c1\u6982\u8981 <a href=\"https:\/\/openai.com\/product\/chatgpt\">https:\/\/openai.com\/product\/chatgpt<\/a> 2. OpenAI\u30d6\u30ed\u30b0 \u2013 Introducing ChatGPT <a href=\"https:\/\/openai.com\/blog\/introducing-chatgpt\">https:\/\/openai.com\/blog\/introducing-chatgpt<\/a> 3. OpenAI\u8ad6\u6587 \u2013 \u201cLanguage Models are Few-Shot Learners\u201d (GPT-3) <a href=\"https:\/\/arxiv.org\/abs\/2005.14165\">https:\/\/arxiv.org\/abs\/2005.14165<\/a> 4. \u65e5\u7d4c\u30af\u30ed\u30b9\u30c6\u30c3\u30af \u2013 ChatGPT\u6d3b\u7528\u30ac\u30a4\u30c9 <a href=\"https:\/\/xtech.nikkei.com\/atcl\/nxt\/column\/18\/00915\/00001\/\">https:\/\/xtech.nikkei.com\/atcl\/nxt\/column\/18\/00915\/00001\/<\/a> 5. ITmedia NEWS \u2013 \u300cChatGPT\u300d\u5fb9\u5e95\u89e3\u8aac <a href=\"https:\/\/www.itmedia.co.jp\/news\/articles\/2212\/01\/news123.html\">https:\/\/www.itmedia.co.jp\/news\/articles\/2212\/01\/news123.html<\/a> 6. ZDNet Japan \u2013 ChatGPT\u306e\u53ef\u80fd\u6027\u3068\u8ab2\u984c <a href=\"https:\/\/japan.zdnet.com\/article\/35198309\/\">https:\/\/japan.zdnet.com\/article\/35198309\/<\/a> 7. Qiita\u8a18\u4e8b \u2013 Python\u304b\u3089ChatGPT API\u3092\u4f7f\u3063\u3066\u307f\u305f <a href=\"https:\/\/qiita.com\/example_user\/items\/abcdef1234567890abcdef\">https:\/\/qiita.com\/example_user\/items\/abcdef1234567890abcdef<\/a><\/p>\n<p><a href=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2026\/06\/current_stablediffusion_api_response-135.png\" rel=\"attachment wp-att-73319\"><img loading=\"lazy\" decoding=\"async\" data-attachment-id=\"73319\" data-permalink=\"https:\/\/wordpress.realcollector.jp\/blog\/?attachment_id=73319\" data-orig-file=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2026\/06\/current_stablediffusion_api_response-135.png\" data-orig-size=\"512,512\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;,&quot;alt&quot;:&quot;&quot;}\" data-image-title=\"current_stablediffusion_api_response\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2026\/06\/current_stablediffusion_api_response-135-300x300.png\" data-large-file=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2026\/06\/current_stablediffusion_api_response-135.png\" src=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2026\/06\/current_stablediffusion_api_response-135.png\" alt=\"\" title=\"current_stablediffusion_api_response-135-png\" width=\"1024\" height=\"1024\" class=\"alignnone size-full wp-image-73319\" srcset=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2026\/06\/current_stablediffusion_api_response-135.png 512w, https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2026\/06\/current_stablediffusion_api_response-135-300x300.png 300w, https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2026\/06\/current_stablediffusion_api_response-135-150x150.png 150w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>ChatGPT\uff08\u30c1\u30e3\u30c3\u30c8\u30b8\u30fc\u30d4\u30fc\u30c6\u30a3\u30fc\uff09\u306f\u3001OpenAI\u793e\u304c\u958b\u767a\u3057\u305f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM: Large Language Model\uff09\u3092\u5fdc\u7528\u3057\u305f\u5bfe\u8a71\u578bAI\u3067\u3059\u3002\u4ee5\u4e0b\u3067\u306f\u65e5\u672c\u8a9e\u3067500\u8a9e\u4ee5\u4e0a\u306e\u6587\u7ae0\u306b\u307e\u3068\u3081\u3001\u305d\u306e\u5f8c\u306b\u4e3b\u306a [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[10942],"tags":[186,128,1274,16512,8009],"class_list":["post-73318","post","type-post","status-publish","format-standard","hentry","category-o4-mini","tag-186","tag-128","tag-1274","tag-16512","tag-8009"],"jetpack_featured_media_url":"","jetpack-related-posts":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/posts\/73318","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=73318"}],"version-history":[{"count":1,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/posts\/73318\/revisions"}],"predecessor-version":[{"id":73320,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/posts\/73318\/revisions\/73320"}],"wp:attachment":[{"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=73318"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=73318"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=73318"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}