{"id":5144,"date":"2023-04-17T15:37:53","date_gmt":"2023-04-17T20:37:53","guid":{"rendered":"http:\/\/skimai.com\/?p=5144"},"modified":"2024-08-31T16:35:07","modified_gmt":"2024-08-31T21:35:07","slug":"gpt%e3%81%8a%e3%82%88%e3%81%b3ai%e8%a8%80%e8%aa%9e%e3%83%a2%e3%83%87%e3%83%ab%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8b%e3%83%97%e3%83%ad%e3%83%b3%e3%83%97%e3%83%88%e3%81%ae%e5%bd%b9%e5%89%b2","status":"publish","type":"post","link":"https:\/\/skimai.com\/ja\/role-of-prompts-in-gpt-and-ai-language-models\/","title":{"rendered":"GPT\u3068\u4ed6\u306eAI\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u304a\u3051\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5f79\u5272\u3092\u7406\u89e3\u3059\u308b"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u76ee\u6b21<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u30c8\u30b0\u30eb\u76ee\u6b21\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u30c8\u30b0\u30eb<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/skimai.com\/ja\/role-of-prompts-in-gpt-and-ai-language-models\/#Understanding_the_Role_of_Prompts_in_ChatGPT_and_other_Language_Models\" >ChatGPT\u3068\u4ed6\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u304a\u3051\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5f79\u5272\u3092\u7406\u89e3\u3059\u308b<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/skimai.com\/ja\/role-of-prompts-in-gpt-and-ai-language-models\/#How_Language_Models_Work\" >\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u4ed5\u7d44\u307f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/skimai.com\/ja\/role-of-prompts-in-gpt-and-ai-language-models\/#Role_of_Prompts_in_AI_Language_Models\" >AI\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u304a\u3051\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5f79\u5272<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/skimai.com\/ja\/role-of-prompts-in-gpt-and-ai-language-models\/#Techniques_to_Improve_Prompt_Efficacy\" >\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u52b9\u679c\u3092\u9ad8\u3081\u308b\u30c6\u30af\u30cb\u30c3\u30af<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/skimai.com\/ja\/role-of-prompts-in-gpt-and-ai-language-models\/#Ethical_Considerations_of_Prompts_and_Language_Models\" >\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u502b\u7406\u7684\u8003\u5bdf<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/skimai.com\/ja\/role-of-prompts-in-gpt-and-ai-language-models\/#Harnessing_the_Full_Potential_of_Prompts\" >\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u53ef\u80fd\u6027\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3059\u308b<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h1><span class=\"ez-toc-section\" id=\"Understanding_the_Role_of_Prompts_in_ChatGPT_and_other_Language_Models\"><\/span>ChatGPT\u3068\u4ed6\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u304a\u3051\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5f79\u5272\u3092\u7406\u89e3\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p>\u4eba\u5de5\u77e5\u80fd(AI)\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u3053\u3053\u6570\u5e74\u3067\u6025\u901f\u306b\u9032\u5316\u3057\u3001\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u306e\u95a2\u308f\u308a\u65b9\u306b\u9769\u547d\u3092\u3082\u305f\u3089\u3057\u3001\u591a\u304f\u306e\u7523\u696d\u3092\u5909\u9769\u3057\u3066\u304d\u305f\u3002\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306e\u91cd\u8981\u306a\u5074\u9762\u306e1\u3064\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4f7f\u7528\u3067\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3001\u671b\u307e\u3057\u3044\u51fa\u529b\u3092\u751f\u6210\u3059\u308b\u4e0a\u3067\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002\u3053\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u3067\u306f\u3001GPT\u306e\u3088\u3046\u306aAI\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u304a\u3051\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5f79\u5272\u3092\u63a2\u308a\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"How_Language_Models_Work\"><\/span>\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u4ed5\u7d44\u307f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>AI\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u3001\u81a8\u5927\u306a\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u8a13\u7df4\u3055\u308c\u3001\u4eba\u9593\u306e\u3088\u3046\u306a\u8a00\u8a9e\u3092\u7406\u89e3\u3057\u751f\u6210\u3059\u308b\u3002\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u306b\u306f\u4e3b\u306b2\u3064\u306e\u6bb5\u968e\u304c\u3042\u308b\u30021\u3064\u306f\u4e8b\u524d\u5b66\u7fd2\u3067\u3001\u30e2\u30c7\u30eb\u304c\u6587\u4e2d\u306e\u6b21\u306e\u5358\u8a9e\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u3092\u5b66\u7fd2\u3059\u308b\u6bb5\u968e\u3001\u3082\u30461\u3064\u306f\u5fae\u8abf\u6574\u3067\u3001\u30e2\u30c7\u30eb\u304c\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u6539\u826f\u3059\u308b\u6bb5\u968e\u3060\u3002\u30c8\u30fc\u30af\u30f3\u5316\u3068\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3092\u30c8\u30fc\u30af\u30f3\u3068\u547c\u3070\u308c\u308b\u5c0f\u3055\u306a\u5358\u4f4d\u306b\u5206\u5272\u3057\u3001\u30e2\u30c7\u30eb\u3067\u51e6\u7406\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002<\/p>\n<p><\/p>\n<p>\u3044\u304f\u3064\u304b\u306eAI\u8a00\u8a9e\u30e2\u30c7\u30eb\u304c\u958b\u767a\u3055\u308c\u3066\u3044\u308b\u3002 <a href=\"https:\/\/openai.com\/blog\/chatgpt\">\u30b8\u30fc\u30d4\u30fc\u30c6\u30a3\u30fc<\/a> \u30b7\u30ea\u30fc\u30ba\uff08GPT-2\u3001GPT-3\u3001GPT-4\uff09\u304c\u6700\u3082\u4eba\u6c17\u304c\u3042\u308b\u3002OpenAI\u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u305f\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u3001\u9996\u5c3e\u4e00\u8cab\u3057\u305f\u3001\u6587\u8108\u306b\u95a2\u9023\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3059\u308b\u7d20\u6674\u3089\u3057\u3044\u80fd\u529b\u3092\u5b9f\u8a3c\u3057\u3066\u3044\u308b\u3002\u305d\u306e\u4ed6\u306e\u30e2\u30c7\u30eb <a href=\"https:\/\/huggingface.co\/blog\/bert-101\">\u30d0\u30fc\u30c8<\/a>, <a href=\"https:\/\/huggingface.co\/docs\/transformers\/model_doc\/roberta\">\u30ed\u30d9\u30eb\u30bf<\/a>\u307e\u305f\u3001Transformer\u30e2\u30c7\u30eb\u3082\u3001\u3055\u307e\u3056\u307e\u306a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30bf\u30b9\u30af\u3067\u512a\u308c\u305f\u6027\u80fd\u3092\u767a\u63ee\u3059\u308b\u3053\u3068\u3067\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u308b\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2023\/04\/230414-Popular-Language-Models.png\" alt=\"\" width=\"1200\" height=\"627\"><\/p>\n<p>AI\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5e45\u5e83\u3044\u7528\u9014\u304c\u3042\u308b\uff1a<\/p>\n<ol>\n<li><strong>\u30c6\u30ad\u30b9\u30c8\u751f\u6210\uff1a<\/strong> \u8a18\u4e8b\u3001\u7269\u8a9e\u3001\u305d\u306e\u4ed6\u306e\u5f62\u5f0f\u306e\u6587\u7ae0\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3002<\/li>\n<li><strong>\u30c6\u30ad\u30b9\u30c8\u306e\u5206\u985e\uff1a<\/strong> \u4e8b\u524d\u306b\u5b9a\u7fa9\u3055\u308c\u305f\u30ab\u30c6\u30b4\u30ea\u306b\u57fa\u3065\u3044\u3066\u30c6\u30ad\u30b9\u30c8\u3092\u5206\u985e\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u5206\u6790\uff1a<\/strong> \u30c6\u30ad\u30b9\u30c8\u306e\u80cc\u5f8c\u306b\u3042\u308b\u611f\u60c5\u3084\u60c5\u7dd2\u3092\u5224\u65ad\u3059\u308b\u3002<\/li>\n<li><strong>\u6a5f\u68b0\u7ffb\u8a33\uff1a<\/strong> \u30c6\u30ad\u30b9\u30c8\u3092\u3042\u308b\u8a00\u8a9e\u304b\u3089\u5225\u306e\u8a00\u8a9e\u306b\u7ffb\u8a33\u3059\u308b\u3002<\/li>\n<li><strong>\u8cea\u554f\u306b\u7b54\u3048\u308b\uff1a<\/strong> \u4e0e\u3048\u3089\u308c\u305f\u6587\u8108\u306b\u57fa\u3065\u304d\u3001\u8cea\u554f\u306b\u5bfe\u3059\u308b\u7b54\u3048\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3002<\/li>\n<\/ol>\n<p>GPT\u306e\u3088\u3046\u306a\u30e2\u30c7\u30eb\u306e\u5177\u4f53\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u898b\u308b\u306b\u306f\u3001\u79c1\u305f\u3061\u306e\u30d6\u30ed\u30b0\u306e\"<a href=\"http:\/\/skimai.com\/ja\/%e3%83%81%e3%83%a3%e3%83%83%e3%83%88%e3%82%b2%e3%83%83%e3%83%88%e3%81%ae10%e3%81%ae%e5%ae%9f%e8%b7%b5%e7%9a%84%e3%82%a2%e3%83%97%e3%83%aa%e3%82%b1%e3%83%bc%e3%82%b7%e3%83%a7%e3%83%b3\/\">ChatGPT 10\u306e\u5b9f\u7528\u4f8b<\/a>.\"<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Role_of_Prompts_in_AI_Language_Models\"><\/span>AI\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u304a\u3051\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5f79\u5272<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u5fdc\u7b54\u3092\u5c0e\u304f\u305f\u3081\u306b\u4e0e\u3048\u3089\u308c\u308b\u6700\u521d\u306e\u5165\u529b\u3067\u3042\u308b\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3001\u30e2\u30c7\u30eb\u306e\u6587\u8108\u3068\u671b\u307e\u3057\u3044\u51fa\u529b\u3092\u5b9a\u7fa9\u3059\u308b\u4e0a\u3067\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3001\u624b\u5143\u306e\u30bf\u30b9\u30af\u306b\u5fdc\u3058\u3066\u3001\u8cea\u554f\u3001\u6587\u3001\u30d5\u30ec\u30fc\u30ba\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u5f62\u5f0f\u3092\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><\/p>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u70b9\u3067\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u3068\u3063\u3066\u4e0d\u53ef\u6b20\u306a\u30ac\u30a4\u30c9\u306e\u5f79\u5272\u3092\u679c\u305f\u3059\u3002\u7b2c\u4e00\u306b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u30e2\u30c7\u30eb\u306e\u5fdc\u7b54\u306e\u6587\u8108\u3092\u78ba\u7acb\u3057\u3001\u51fa\u529b\u304c\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u306b\u6cbf\u3063\u305f\u9069\u5207\u306a\u3082\u306e\u3067\u3042\u308b\u3053\u3068\u3092\u4fdd\u8a3c\u3059\u308b\u3002\u7b2c\u4e8c\u306b\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u5f62\u5f0f\u3001\u9577\u3055\u3001\u5185\u5bb9\u306a\u3069\u3001\u30e2\u30c7\u30eb\u304c\u751f\u6210\u3059\u308b\u60c5\u5831\u306e\u7a2e\u985e\u3092\u5236\u5fa1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u3057\u304b\u3057\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u3082\u9650\u754c\u304c\u3042\u308b\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u306fAI\u30e2\u30c7\u30eb\u3092\u5c0e\u304f\u305f\u3081\u306b\u91cd\u8981\u3067\u3042\u308b\u304c\u3001\u5fc5\u305a\u3057\u3082\u5b8c\u74a7\u306a\u7d50\u679c\u3092\u3082\u305f\u3089\u3059\u3068\u306f\u9650\u3089\u306a\u3044\u3002AI\u30e2\u30c7\u30eb\u306f\u6642\u306b\u4e88\u671f\u3057\u306a\u3044\u3001\u3042\u308b\u3044\u306f\u7121\u95a2\u4fc2\u306a\u51fa\u529b\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u6271\u3046\u969b\u306b\u306f\u5b9f\u9a13\u3068\u53cd\u5fa9\u306e\u5fc5\u8981\u6027\u304c\u6d6e\u304d\u5f6b\u308a\u306b\u306a\u308b\u3002 <\/p>\n<p><\/p>\n<p>\u540c\u3058\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u3042\u3063\u3066\u3082\u3001\u3055\u307e\u3056\u307e\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3001\u3042\u308b\u3044\u306f\u540c\u3058\u4f1a\u793e\u306e\u30e2\u30c7\u30eb\u306e\u66f4\u65b0\u7248\u3067\u4f7f\u7528\u3059\u308b\u3068\u3001\u7570\u306a\u308b\u5fdc\u7b54\u304c\u751f\u6210\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u3070\u3089\u3064\u304d\u304c\u751f\u3058\u308b\u306e\u306f\u3001AI\u8a00\u8a9e\u30e2\u30c7\u30eb\u304c\u7d99\u7d9a\u7684\u306b\u9032\u5316\u3057\u3066\u304a\u308a\u3001\u958b\u767a\u8005\u304c\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u6a5f\u80fd\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u3001\u5168\u4f53\u7684\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u6539\u826f\u3057\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002\u305d\u306e\u7d50\u679c\u30012\u3064\u306e\u7570\u306a\u308b\u30e2\u30c7\u30eb\u3001\u3042\u308b\u3044\u306f\u540c\u3058\u30e2\u30c7\u30eb\u306e\u5f8c\u7d9a\u306e\u53cd\u5fa9\u30e2\u30c7\u30eb\u3067\u3055\u3048\u3001\u8a00\u8a9e\u3068\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306b\u5bfe\u3059\u308b\u7406\u89e3\u304c\u7570\u306a\u308b\u3053\u3068\u304c\u3042\u308b\u3002\u3053\u306e\u3088\u3046\u306a\u5fdc\u7b54\u306e\u591a\u69d8\u6027\u306f\u3001\u7570\u306a\u308b\u8a00\u8a9e\u30e2\u30c7\u30eb\u3084\u65e2\u5b58\u306e\u30e2\u30c7\u30eb\u306e\u66f4\u65b0\u7248\u3092\u4f7f\u7528\u3059\u308b\u969b\u306b\u3001\u671b\u307e\u3057\u3044\u51fa\u529b\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u9069\u5408\u3055\u305b\u3001\u5b9f\u9a13\u3059\u308b\u3053\u3068\u306e\u91cd\u8981\u6027\u3092\u6d6e\u304d\u5f6b\u308a\u306b\u3057\u3066\u3044\u308b\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2023\/04\/230414-How-Prompts-Guide-Language-Models.png\" alt=\"\" width=\"1200\" height=\"627\"><\/p>\n<p>\u52b9\u679c\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u306f\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3059\u308b\u4e0a\u3067\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\u660e\u78ba\u3067\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3001\u30e2\u30c7\u30eb\u304c\u51fa\u529b\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306e\u660e\u78ba\u306a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u3088\u308a\u6b63\u78ba\u3067\u9069\u5207\u306a\u56de\u7b54\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002\u4e00\u65b9\u3001\u3042\u3044\u307e\u3044\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u30aa\u30fc\u30d7\u30f3\u30a8\u30f3\u30c9\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3001\u30e2\u30c7\u30eb\u306e\u5275\u9020\u7684\u306a\u5fdc\u7b54\u3092\u4fc3\u3057\u307e\u3059\u304c\u3001\u305d\u306e\u7d50\u679c\u3001\u3042\u307e\u308a\u7126\u70b9\u306e\u5b9a\u307e\u3089\u306a\u3044\u51fa\u529b\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u52b9\u679c\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f5c\u6210\u3059\u308b\u306b\u306f\u3001\u5b9f\u9a13\u3068\u53cd\u5fa9\u3092\u884c\u3044\u3001\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u30c6\u30b9\u30c8\u3057\u3001\u5f97\u3089\u308c\u305f\u7d50\u679c\u306b\u57fa\u3065\u3044\u3066\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u6539\u826f\u3059\u308b\u3053\u3068\u304c\u6975\u3081\u3066\u91cd\u8981\u3067\u3042\u308b\u3002\u3053\u306e\u8a66\u884c\u932f\u8aa4\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u3084\u76ee\u7684\u306b\u6700\u3082\u9069\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<p><\/p>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u3064\u3044\u3066\u3082\u3063\u3068\u77e5\u308a\u305f\u3044\u65b9\u306f\u3001\u524d\u56de\u306e\u30d6\u30ed\u30b0\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u300d\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<a href=\"http:\/\/skimai.com\/ja\/%e3%83%97%e3%83%ad%e3%83%b3%e3%83%97%e3%83%88%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%a8%e3%81%af\/\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f<\/a>?\"<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Techniques_to_Improve_Prompt_Efficacy\"><\/span>\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u52b9\u679c\u3092\u9ad8\u3081\u308b\u30c6\u30af\u30cb\u30c3\u30af<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001AI\u8a00\u8a9e\u30e2\u30c7\u30eb\u304b\u3089\u6700\u9069\u306a\u7d50\u679c\u3092\u5f97\u308b\u305f\u3081\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8a2d\u8a08\u3057\u3001\u6539\u826f\u3059\u308b\u6280\u8853\u3067\u3042\u308b\u3002\u3053\u306e\u6982\u5ff5\u306f\u3001\u30e2\u30c7\u30eb\u306e\u52d5\u4f5c\u3092\u7406\u89e3\u3057\u3001\u305d\u308c\u306b\u5fdc\u3058\u3066\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u306e\u91cd\u8981\u6027\u3092\u5f37\u8abf\u3057\u3066\u3044\u308b\u3002\u4ee5\u4e0b\u306f\u305d\u306e\u4f8b\u3068\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3067\u3042\u308b\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u53cd\u5fa9\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\uff1a<\/strong> \u8907\u96d1\u306a\u8cea\u554f\u3092\u3088\u308a\u5c0f\u3055\u304f\u3001\u3088\u308a\u5358\u7d14\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u5206\u5272\u3057\u3001\u30e2\u30c7\u30eb\u306e\u56de\u7b54\u3092\u3088\u308a\u52b9\u679c\u7684\u306b\u5c0e\u304f\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5177\u4f53\u7684\u306a\u6307\u793a<\/strong> \u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u5177\u4f53\u7684\u306a\u6307\u793a\u3084\u5236\u7d04\u3092\u542b\u3081\u308b\u3053\u3068\u3067\u3001\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3092\u5f62\u6210\u3059\u308b\uff08\u4f8b\u3048\u3070\u3001\u9805\u76ee\u306e\u30ea\u30b9\u30c8\u3084\u30b9\u30c6\u30c3\u30d7\u3054\u3068\u306e\u8aac\u660e\u3092\u6c42\u3081\u308b\u306a\u3069\uff09\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u3055\u307e\u3056\u307e\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30b9\u30bf\u30a4\u30eb\u3092\u8a66\u3059<\/strong> \u8cea\u554f\u3001\u767a\u8a00\u3001\u4f1a\u8a71\u8abf\u306a\u3069\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30b9\u30bf\u30a4\u30eb\u3092\u5909\u3048\u308b\u3053\u3068\u3067\u3001\u56de\u7b54\u306e\u8cea\u3084\u95a2\u9023\u6027\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<p>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u3001AI\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u52d5\u4f5c\u3092\u30e6\u30fc\u30b6\u30fc\u306e\u8981\u4ef6\u306b\u3088\u308a\u5408\u81f4\u3059\u308b\u3088\u3046\u306b\u8abf\u6574\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u7279\u5b9a\u306e\u30c9\u30e1\u30a4\u30f3\u3084\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6587\u8108\u306b\u9069\u3057\u305f\u6b63\u78ba\u306a\u5fdc\u7b54\u3092\u751f\u6210\u3059\u308b\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u30cb\u30c3\u30c1\u306a\u30c6\u30fc\u30de\u3084\u7279\u6b8a\u306a\u30bf\u30b9\u30af\u3092\u6271\u3046\u5834\u5408\u306b\u7279\u306b\u6709\u52b9\u3067\u3059\u3002 <\/p>\n<p>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u5fae\u8abf\u6574\u306f\u3001AI\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u4f01\u696d\u306f\u3088\u308a\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u7d5e\u3063\u305f\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u751f\u307f\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u5341\u5206\u306a\u898f\u6a21\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u5341\u5206\u306a\u4e88\u7b97\u304c\u3042\u308c\u3070\u3001\u3053\u3046\u3057\u305f\u4f01\u696d\u306f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u5fae\u8abf\u6574\u3092\u5229\u7528\u3057\u3066\u3001\u81ea\u793e\u306e\u30c8\u30fc\u30f3\u3084\u30b9\u30bf\u30a4\u30eb\u3092\u518d\u73fe\u3057\u305f\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002  <\/p>\n<p><\/p>\n<p>*\u52b9\u679c\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4f5c\u308a\u65b9\u306b\u95a2\u3059\u308b\u4eca\u5f8c\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001GPT\u306e\u3088\u3046\u306a\u30c8\u30c3\u30d7\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u305f\u3081\u306e\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u4e88\u5b9a\u3067\u3059\u3002 <\/p>\n<h2><span class=\"ez-toc-section\" id=\"Ethical_Considerations_of_Prompts_and_Language_Models\"><\/span>\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u502b\u7406\u7684\u8003\u5bdf<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>AI\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u304c\u307e\u3059\u307e\u3059\u6d17\u7df4\u3055\u308c\u308b\u306b\u3064\u308c\u3001\u30e2\u30c7\u30eb\u306e\u51fa\u529b\u3092\u5c0e\u304f\u305f\u3081\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u7528\u3059\u308b\u969b\u306b\u751f\u3058\u308b\u502b\u7406\u7684\u306a\u8003\u616e\u4e8b\u9805\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u304c\u6975\u3081\u3066\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u308b\u3002\u8cac\u4efb\u3042\u308bAI\u306e\u5229\u7528\u3092\u4fdd\u8a3c\u3059\u308b\u306b\u306f\u3001\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306e\u30d1\u30ef\u30fc\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3068\u3001\u6f5c\u5728\u7684\u306a\u30ea\u30b9\u30af\u3092\u8efd\u6e1b\u3059\u308b\u3053\u3068\u306e\u9593\u3067\u30d0\u30e9\u30f3\u30b9\u3092\u53d6\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p>\n<p>AI\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u81a8\u5927\u306a\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3067\u5b66\u7fd2\u3055\u308c\u308b\u304c\u3001\u305d\u306e\u30c7\u30fc\u30bf\u306b\u306f\u73fe\u5b9f\u4e16\u754c\u306b\u5b58\u5728\u3059\u308b\u504f\u898b\u3084\u56fa\u5b9a\u89b3\u5ff5\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u3002\u305d\u306e\u7d50\u679c\u3001\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u3001\u751f\u6210\u3055\u308c\u305f\u51fa\u529b\u306b\u304a\u3044\u3066\u3001\u4e0d\u6ce8\u610f\u306b\u3082\u3053\u308c\u3089\u306e\u30d0\u30a4\u30a2\u30b9\u3092\u6c38\u7d9a\u3055\u305b\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002\u3053\u306e\u554f\u984c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306b\u306f\u3001AI\u30e2\u30c7\u30eb\u304c\u516c\u6b63\u3067\u504f\u308a\u306e\u306a\u3044\u3001\u5305\u62ec\u7684\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3059\u308b\u3088\u3046\u4fc3\u3059\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3002\u3055\u3089\u306b\u958b\u767a\u8005\u306f\u3001AI\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u30d0\u30a4\u30a2\u30b9\u3092\u6e1b\u3089\u3059\u305f\u3081\u306b\u3001\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u3068\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u6539\u826f\u306b\u53d6\u308a\u7d44\u307f\u7d9a\u3051\u308b\u3079\u304d\u3067\u3042\u308b\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001OpenAI\u306f\u6570\u5104\u4eba\u306e\u30e6\u30fc\u30b6\u30fc\u3068\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u30fb\u30dd\u30a4\u30f3\u30c8\u3092\u3001\u30d0\u30a4\u30a2\u30b9\u3084\u671b\u307e\u3057\u304f\u306a\u3044\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3092\u7279\u5b9a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3066\u305f\u3002\u3057\u304b\u3057\u3001\u3053\u306e\u5206\u91ce\u306e\u65b0\u53c2\u8005\u306f\u3001\u305d\u306e\u3088\u3046\u306a\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u540c\u3058\u3088\u3046\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u3053\u3068\u306b\u6ce8\u610f\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3060\u3002<\/p>\n<p>AI\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u30ac\u30a4\u30c9\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6a5f\u5bc6\u60c5\u5831\u3084\u500b\u4eba\u3092\u7279\u5b9a\u3067\u304d\u308b\u60c5\u5831\uff08PII\uff09\u306e\u958b\u793a\u306b\u3082\u6ce8\u610f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u5171\u6709\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3084\u516c\u958bAPI\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306b\u7279\u306b\u91cd\u8981\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3092\u4fdd\u8b77\u3059\u308b\u305f\u3081\u306b\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u3057\u3066\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3092\u907f\u3051\u308b\u304b\u3001\u533f\u540d\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u5165\u529b\u3068\u3057\u3066\u4f7f\u7528\u3059\u308b\u3053\u3068\u3092\u691c\u8a0e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Harnessing_the_Full_Potential_of_Prompts\"><\/span>\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u53ef\u80fd\u6027\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3059\u308b<span 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the Role of Prompts in ChatGPT and other Language Models Artificial intelligence (AI) language models have rapidly evolved over the past few years, revolutionizing the way we interact with technology and transforming numerous industries. One critical aspect of these models is the use of prompts, which play a vital role in generating desired outputs. In this blog post, we will explore the role of prompts in AI language models like GPT. How Language Models Work AI language models are trained on vast amounts of text data to understand and generate human-like language. The training process involves two main steps: pre-training, during which the model learns to predict the next [&hellip;]<\/p>\n","protected":false},"author":1003,"featured_media":8475,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"single-custom-post-template.php","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[100,119],"tags":[102],"class_list":["post-5144","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-generative-ai","category-prompt-engineering","tag-chat-gpt"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Understanding the Role of Prompts in GPT and Other AI Language Models - Skim AI<\/title>\n<meta name=\"description\" content=\"This article will discuss the Roles of Prompts in GPT and Other AI Language Models and help you thrive in the 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