{"id":52756,"date":"2025-05-17T03:57:47","date_gmt":"2025-05-16T18:57:47","guid":{"rendered":"https:\/\/wordpress.realcollector.jp\/blog\/?p=52756"},"modified":"2025-05-17T03:57:47","modified_gmt":"2025-05-16T18:57:47","slug":"%e6%9d%be%e5%b0%be%e6%b1%90%e6%81%a9","status":"publish","type":"post","link":"https:\/\/wordpress.realcollector.jp\/blog\/?p=52756","title":{"rendered":"\u677e\u5c3e\u6c50\u6069"},"content":{"rendered":"<p>\u4ee5\u4e0b\u3067\u306f\u3001\u300cChatGPT\uff08\u30c1\u30e3\u30c3\u30c8\u30b8\u30fc\u30d4\u30fc\u30c6\u30a3\u30fc\uff09\u300d\u3068\u306f\u4f55\u304b\u3092\u65e5\u672c\u8a9e\u3067500\u5b57\u4ee5\u4e0a\u306b\u308f\u305f\u3063\u3066\u89e3\u8aac\u3057\u3001\u305d\u306e\u7279\u5fb4\u30925\u9805\u76ee\u4ee5\u4e0a\u306e\u30ea\u30b9\u30c8\u5f62\u5f0f\u3067\u793a\u3057\u305f\u3046\u3048\u3067\u3001\u53c2\u8003\u6587\u732e\uff08URL\u4ed8\u304d\uff09\u30925\u3064\u6319\u3052\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\u2015\u2015\u2015\u2015 ChatGPT\u3068\u306f\u4f55\u304b \u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015 ChatGPT\u306f\u3001OpenAI\uff08\u30aa\u30fc\u30d7\u30f3\u30a8\u30fc\u30a2\u30a4\uff09\u304c\u958b\u767a\u3057\u305f\u5bfe\u8a71\u578b\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08Large Language Model, LLM\uff09\u3067\u3042\u308a\u3001GPT\uff08Generative Pre-trained Transformer\uff09\u3068\u3044\u3046\u6df1\u5c64\u5b66\u7fd2\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u7528\u3044\u3066\u69cb\u7bc9\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u81a8\u5927\u306a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u4e8b\u524d\u5b66\u7fd2\uff08Pre-training\uff09\u3057\u3001\u305d\u306e\u5f8c\u306b\u4eba\u9593\u3068\u306e\u5bfe\u8a71\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3057\u305f\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff08Fine-tuning\uff09\u3084\u5f37\u5316\u5b66\u7fd2\uff08Reinforcement Learning from Human Feedback: RLHF\uff09\u3092\u7d4c\u308b\u3053\u3068\u3067\u3001\u81ea\u7136\u3067\u591a\u69d8\u306a\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u80fd\u529b\u3092\u7372\u5f97\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>ChatGPT\u306f\u6587\u7ae0\u306e\u751f\u6210\u3001\u8981\u7d04\u3001\u7ffb\u8a33\u3001\u8cea\u554f\u5fdc\u7b54\u3001\u30a2\u30a4\u30c7\u30a2\u306e\u30d6\u30ec\u30a4\u30f3\u30b9\u30c8\u30fc\u30df\u30f3\u30b0\u3001\u30b3\u30fc\u30c9\u306e\u81ea\u52d5\u751f\u6210\u3084\u30c7\u30d0\u30c3\u30b0\u652f\u63f4\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bf\u30b9\u30af\u306b\u5bfe\u5fdc\u53ef\u80fd\u3067\u3059\u3002\u5229\u7528\u8005\u306f\u30c6\u30ad\u30b9\u30c8\u30d9\u30fc\u30b9\u3067\u8cea\u554f\u3084\u6307\u793a\u3092\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u3001\u9ad8\u5ea6\u306a\u8a00\u8a9e\u51e6\u7406\u3092\u4f34\u3046\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u305d\u306e\u5fdc\u7b54\u306f\u3001\u5f93\u6765\u306e\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u3084\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30d9\u30fc\u30b9\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u6bd4\u8f03\u3057\u3066\u3001\u3088\u308a\u6d41\u66a2\u304b\u3064\u6587\u8108\u3092\u8e0f\u307e\u3048\u305f\u3082\u306e\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u696d\u52d9\u52b9\u7387\u5316\u3084\u6559\u80b2\u3001\u7814\u7a76\u3001\u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30f3\u30e1\u30f3\u30c8\u306e\u5206\u91ce\u306a\u3069\u5e45\u5e83\u3044\u7528\u9014\u3067\u5c0e\u5165\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3067\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u504f\u308a\u304c\u3042\u308b\u3068\u8aa4\u60c5\u5831\u3092\u751f\u6210\u3059\u308b\u30ea\u30b9\u30af\u3084\u3001\u8457\u4f5c\u6a29\u3084\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306b\u95a2\u3059\u308b\u554f\u984c\u3001\u9577\u6587\u3067\u306e\u4e00\u8cab\u6027\u7dad\u6301\u306e\u96e3\u3057\u3055\u306a\u3069\u3001\u8ab2\u984c\u3082\u6307\u6458\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u5229\u7528\u8005\u306f\u751f\u6210\u7d50\u679c\u3092\u6279\u5224\u7684\u306b\u691c\u8a3c\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u4eba\u9593\u306e\u76e3\u7763\u3084\u4e8b\u5f8c\u30c1\u30a7\u30c3\u30af\u3092\u884c\u3046\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002\u4eca\u5f8c\u306f\u3055\u3089\u306a\u308b\u30e2\u30c7\u30eb\u306e\u9ad8\u6027\u80fd\u5316\u3084\u65e5\u672c\u8a9e\u3092\u542b\u3080\u591a\u8a00\u8a9e\u5bfe\u5fdc\u306e\u5f37\u5316\u3001\u5bfe\u8a71\u4ee5\u5916\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\uff08\u753b\u50cf\u30fb\u97f3\u58f0\uff09\u51e6\u7406\u3068\u306e\u9023\u643a\u306a\u3069\u3001\u65b0\u305f\u306a\u5c55\u958b\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\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\u2015\u2015\u2015\u2015 \u25a0 ChatGPT\u306e\u4e3b\u306a\u7279\u5fb4\uff085\u9805\u76ee\u4ee5\u4e0a\uff09 1. \u5927\u898f\u6a21\u4e8b\u524d\u5b66\u7fd2 &#8211; \u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306e\u81a8\u5927\u306a\u30c6\u30ad\u30b9\u30c8\u3092\u4e8b\u524d\u5b66\u7fd2\u3057\u3001\u9ad8\u5ea6\u306a\u8a00\u8a9e\u7406\u89e3\u30fb\u751f\u6210\u80fd\u529b\u3092\u7372\u5f97\u3002 2. \u4eba\u9593\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306b\u3088\u308b\u6700\u9069\u5316 &#8211; RLHF\uff08Human Feedback\uff09\u3092\u6d3b\u7528\u3057\u3001\u3088\u308a\u81ea\u7136\u3067\u6709\u7528\u306a\u5fdc\u7b54\u751f\u6210\u3092\u5b9f\u73fe\u3002 3. \u30de\u30eb\u30c1\u30bf\u30b9\u30af\u5bfe\u5fdc &#8211; \u8cea\u554f\u5fdc\u7b54\u3001\u8981\u7d04\u3001\u7ffb\u8a33\u3001\u5bfe\u8a71\u3001\u30b3\u30fc\u30c9\u751f\u6210\u3001\u6587\u7ae0\u6821\u6b63\u306a\u3069\u591a\u69d8\u306a\u30bf\u30b9\u30af\u3092\u4e00\u3064\u306e\u30e2\u30c7\u30eb\u3067\u51e6\u7406\u53ef\u80fd\u3002 4. \u6587\u8108\u4fdd\u6301\u80fd\u529b &#8211; \u9577\u6587\u306e\u3084\u308a\u53d6\u308a\u3067\u3082\u3042\u308b\u7a0b\u5ea6\u306e\u6587\u8108\u3092\u7406\u89e3\u30fb\u53cd\u6620\u3057\u3001\u4f1a\u8a71\u306e\u4e00\u8cab\u6027\u3092\u7dad\u6301\u3002 5. API\u63d0\u4f9b\u306b\u3088\u308b\u5bb9\u6613\u306a\u7d71\u5408 &#8211; OpenAI\u306eAPI\u3092\u901a\u3058\u3066\u3001Web\u30b5\u30fc\u30d3\u30b9\u3084\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7c21\u5358\u306b\u7d44\u307f\u8fbc\u307f\u53ef\u80fd\u3002 6. \u591a\u8a00\u8a9e\u5bfe\u5fdc &#8211; \u65e5\u672c\u8a9e\u3092\u306f\u3058\u3081\u3001\u82f1\u8a9e\u3001\u4e2d\u56fd\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u306a\u3069\u4e3b\u8981\u8a00\u8a9e\u3067\u306e\u5165\u51fa\u529b\u306b\u5bfe\u5fdc\u3002 7. \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027 &#8211; \u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\uff08Prompt Engineering\uff09\u3084\u30b7\u30b9\u30c6\u30e0\u6307\u793a\uff08System Message\uff09\u306b\u3088\u3063\u3066\u51fa\u529b\u3092\u8abf\u6574\u53ef\u80fd\u3002<\/p>\n<p>\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015\u2015 \u25a0 \u53c2\u8003\u6587\u732e\uff08URL\u4ed8\u304d\uff09 1. OpenAI\u516c\u5f0f\u30b5\u30a4\u30c8 \u2013 ChatGPT\u306b\u3064\u3044\u3066 <a href=\"https:\/\/openai.com\/blog\/chatgpt\/\">https:\/\/openai.com\/blog\/chatgpt\/<\/a> 2. Wikipedia \u2013 ChatGPT <a href=\"https:\/\/ja.wikipedia.org\/wiki\/ChatGPT\">https:\/\/ja.wikipedia.org\/wiki\/ChatGPT<\/a> 3. ITmedia NEWS \u2013 \u300cChatGPT\u300d\u304c\u5207\u308a\u62d3\u304fAI\u5bfe\u8a71\u306e\u672a\u6765 <a href=\"https:\/\/www.itmedia.co.jp\/news\/articles\/2212\/06\/news142.html\">https:\/\/www.itmedia.co.jp\/news\/articles\/2212\/06\/news142.html<\/a> 4. \u65e5\u7d4c xTECH \u2013 ChatGPT\u3092\u696d\u52d9\u306b\u6d3b\u304b\u3059\u201c\u30d7\u30ed\u30f3\u30d7\u30c8\u6280\u8853\u201d\u5165\u9580 <a href=\"https:\/\/tech.nikkeibp.co.jp\/atcl\/nxt\/column\/18\/00001\/04270\/\">https:\/\/tech.nikkeibp.co.jp\/atcl\/nxt\/column\/18\/00001\/04270\/<\/a> 5. ZDNet Japan \u2013 \u300cGPT-4\u300d\u767b\u5834\u3067AI\u306f\u3069\u3046\u9032\u5316\u3059\u308b\u304b <a href=\"https:\/\/japan.zdnet.com\/article\/35218444\/\">https:\/\/japan.zdnet.com\/article\/35218444\/<\/a><\/p>\n<p>\u4ee5\u4e0a\u304c\u3001ChatGPT\u3068\u306f\u4f55\u304b\u306e\u6982\u8981\u8aac\u660e\u3001\u7279\u5fb4\u30ea\u30b9\u30c8\u3001\u53c2\u8003\u6587\u732e\u306e\u3054\u7d39\u4ecb\u3067\u3059\u3002<\/p>\n<p><a href=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/05\/current_stablediffusion_api_response-78.png\" rel=\"attachment wp-att-52757\"><img loading=\"lazy\" decoding=\"async\" data-attachment-id=\"52757\" data-permalink=\"https:\/\/wordpress.realcollector.jp\/blog\/?attachment_id=52757\" data-orig-file=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/05\/current_stablediffusion_api_response-78.png\" data-orig-size=\"512,512\" data-comments-opened=\"1\" 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[&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":[128,7571,69,120,11122],"class_list":["post-52756","post","type-post","status-publish","format-standard","hentry","category-o4-mini","tag-128","tag-7571","tag-69","tag-120","tag-11122"],"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\/52756","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=52756"}],"version-history":[{"count":1,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/posts\/52756\/revisions"}],"predecessor-version":[{"id":52758,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/posts\/52756\/revisions\/52758"}],"wp:attachment":[{"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=52756"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=52756"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=52756"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}