{"id":50107,"date":"2024-01-16T08:28:00","date_gmt":"2024-01-16T11:28:00","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/peer-review-process-copy\/"},"modified":"2024-01-15T12:38:57","modified_gmt":"2024-01-15T15:38:57","slug":"chatgpt-limitations","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/ja\/chatgpt-limitations\/","title":{"rendered":"\u30c1\u30e3\u30c3\u30c8\u3092\u8d85\u3048\u305f\u5883\u754c\u7dda\uff1aChatGPT\u306e\u5236\u9650\u3092\u7406\u89e3\u3059\u308b"},"content":{"rendered":"<p>ChatGPT\u306f\u3001\u30b7\u30f3\u30d7\u30eb\u306a\u30c6\u30ad\u30b9\u30c8\u3067\u9a5a\u7570\u3092\u751f\u307f\u51fa\u3059\u6700\u8fd1\u306e\u6280\u8853\u7684\u9a5a\u7570\u3067\u3059\u3002\u305d\u308c\u306f\u79c1\u305f\u3061\u306e\u751f\u6d3b\u3092\u306f\u308b\u304b\u306b\u5bb9\u6613\u306b\u3057\u3001\u305d\u308c\u306f\u95a2\u9023\u3059\u308b\u60c5\u5831\u3092\u898b\u3064\u3051\u308b\u305f\u3081\u306b\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3092\u4ecb\u3057\u3066\u691c\u7d22\u306e\u624b\u9593\u3092\u6392\u9664\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u3067\u3082\u5236\u9650\u304c\u3042\u308b\u306e\u3067\u306f\u3068\u601d\u3063\u305f\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u304b\uff1f\u3069\u3093\u306a\u6280\u8853\u306b\u3082\u9650\u754c\u304c\u3042\u308a\u3001ChatGPT\u306b\u3082\u9650\u754c\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001ChatGPT\u3092\u3088\u308a\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3059\u308b\u305f\u3081\u306b\u3001ChatGPT\u306e\u5236\u9650\u306b\u3064\u3044\u3066\u5b66\u3073\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"h-overview-of-chatgpt\">ChatGPT\u306e\u6982\u8981<\/h2>\n\n\n\n<p>ChatGPT\u306f <a href=\"https:\/\/openai.com\">\u30aa\u30fc\u30d7\u30f3AI<\/a>GPT (Generative Pre-trained Transformer) 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id=\"h-language-models-of-chatgpt\">ChatGPT\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb<\/h2>\n\n\n\n<p>GPT\u30e2\u30c7\u30eb\u306f\u30012017\u5e74\u306eVaswani\u3089\u306b\u3088\u308b\u753b\u671f\u7684\u306a\u8ad6\u6587 \"Attention is All You Need \"\u3067\u7d39\u4ecb\u3055\u308c\u305fTransformer\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u4e0a\u306b\u69cb\u7bc9\u3055\u308c\u3066\u3044\u308b\u3002Transformer\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u3001\u81ea\u5df1\u6ce8\u610f\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30bf\u30b9\u30af\u306b\u9769\u547d\u3092\u3082\u305f\u3089\u3057\u3001\u30e2\u30c7\u30eb\u304c\u30c6\u30ad\u30b9\u30c8\u5185\u306e\u9577\u8ddd\u96e2\u4f9d\u5b58\u95a2\u4fc2\u3084\u6587\u8108\u95a2\u4fc2\u3092\u52b9\u679c\u7684\u306b\u6349\u3048\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u305f\u3002<\/p>\n\n\n\n<p>ChatGPT\u3067\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u4e3b\u8981\u306a\u8a00\u8a9e\u30e2\u30c7\u30ebGPT-3\u306f\u3001\u9a5a\u7570\u7684\u306a\u6570\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\uff08GPT-3.5\u306e\u6642\u70b9\u30671750\u5104\uff09\u3092\u542b\u3093\u3067\u304a\u308a\u3001\u3053\u308c\u307e\u3067\u306b\u4f5c\u6210\u3055\u308c\u305f\u4e2d\u3067\u6700\u3082\u5f37\u529b\u3067\u30c7\u30fc\u30bf\u96c6\u7d04\u7684\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u4e00\u3064\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u81a8\u5927\u306a\u898f\u6a21\u306f\u3001\u4eba\u9593\u306e\u3088\u3046\u306a\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3057\u3001\u4f1a\u8a71\u751f\u6210\u3001\u8a00\u8a9e\u7ffb\u8a33\u3001\u8cea\u554f\u5fdc\u7b54\u306a\u3069\u3001\u5e45\u5e83\u3044\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u80fd\u529b\u306b\u8ca2\u732e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"h-chatgpt-limitations\">ChatGPT\u306e\u5236\u9650<\/h2>\n\n\n\n<p>ChatGPT\u306f\u5f37\u529b\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3059\u304c\u3001\u307e\u3060\u9650\u754c\u304c\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3082\u3063\u3068\u3082\u3089\u3057\u304f\u805e\u3053\u3048\u308b\u304c\u6b63\u3057\u304f\u306a\u3044\u3001\u3042\u308b\u3044\u306f\u7121\u610f\u5473\u306a\u8fd4\u7b54\u3092\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u4ed6\u306eAI\u30e2\u30c7\u30eb\u3068\u540c\u69d8\u306b\u3001\u5b66\u7fd2\u3055\u305b\u305f\u30c7\u30fc\u30bf\u306b\u5b58\u5728\u3059\u308b\u30d0\u30a4\u30a2\u30b9\u3092\u793a\u3059\u53ef\u80fd\u6027\u3082\u3042\u308b\u3002OpenAI\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3068\u5b9f\u4e16\u754c\u3067\u306e\u4f7f\u7528\u306b\u57fa\u3065\u3044\u3066\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u6539\u5584\u3068\u6539\u826f\u3092\u7d9a\u3051\u3066\u3044\u308b\u3002\u305d\u306e\u9650\u754c\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3088\u3046\u3002&nbsp;<\/p>\n\n\n\n<h3 id=\"h-lack-of-common-sense\">\u5e38\u8b58\u306e\u6b20\u5982<\/h3>\n\n\n\n<p>GPT-3\u306f\u5b9f\u793e\u4f1a\u306e\u7406\u89e3\u3068\u5e38\u8b58\u7684\u306a\u63a8\u8ad6\u306b\u6b20\u3051\u308b\u3002\u9996\u5c3e\u4e00\u8cab\u3057\u305f\u6587\u8108\u306b\u9069\u3057\u305f\u6587\u7ae0\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u308b\u304c\u3001\u4e16\u754c\u306b\u5bfe\u3059\u308b\u771f\u306e\u7406\u89e3\u529b\u306f\u306a\u304f\u3001\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u56de\u7b54\u3084\u7121\u610f\u5473\u306a\u56de\u7b54\u3092\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/p>\n\n\n\n<h3 id=\"h-sensitivity-to-input-phrasing\">\u5165\u529b\u30d5\u30ec\u30fc\u30ba\u306b\u5bfe\u3059\u308b\u611f\u5ea6<\/h3>\n\n\n\n<p>\u30e2\u30c7\u30eb\u306e\u56de\u7b54\u306f\u3001\u8cea\u554f\u3084\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8a00\u3044\u56de\u3057\u306b\u975e\u5e38\u306b\u654f\u611f\u3067\u3059\u3002\u8868\u73fe\u304c\u308f\u305a\u304b\u306b\u5909\u308f\u308b\u3060\u3051\u3067\u3001\u56de\u7b54\u304c\u5927\u304d\u304f\u7570\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u3001\u4e00\u8cab\u3057\u305f\u56de\u7b54\u3092\u6c42\u3081\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u306f\u56f0\u96e3\u306a\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"h-long-responses-and-overuse-of-phrases\">\u9577\u3044\u56de\u7b54\u3068\u30d5\u30ec\u30fc\u30ba\u306e\u591a\u7528<\/h3>\n\n\n\n<p>ChatGPT\u306f\u5197\u9577\u306b\u306a\u308a\u3059\u304e\u305f\u308a\u3001\u4f55\u5ea6\u3082\u7e70\u308a\u8fd4\u3057\u305f\u308a\u3057\u3066\u3001\u5fc5\u8981\u4ee5\u4e0a\u306b\u5fdc\u7b54\u304c\u9577\u304f\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u7279\u5b9a\u306e\u30d5\u30ec\u30fc\u30ba\u3092\u4f7f\u3044\u3059\u304e\u305f\u308a\u3001\u53cd\u5fa9\u7684\u306a\u52d5\u4f5c\u3092\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"h-lack-of-source-attribution\">\u30bd\u30fc\u30b9\u306e\u5e30\u5c5e\u306e\u6b20\u5982<\/h3>\n\n\n\n<p>\u30e2\u30c7\u30eb\u306f\u63d0\u4f9b\u3059\u308b\u60c5\u5831\u306e\u6b63\u78ba\u6027\u3092\u691c\u8a3c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u305a\u3001\u307e\u305f\u30e2\u30c7\u30eb\u304c\u751f\u6210\u3059\u308b\u60c5\u5831\u306e\u51fa\u6240\u3092\u78ba\u8a8d\u3059\u308b\u30e1\u30ab\u30cb\u30ba\u30e0\u3082\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u306a\u3044\u3002\u3064\u307e\u308a\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u304f\u805e\u3053\u3048\u308b\u304c\u3001\u8aa4\u89e3\u3092\u62db\u304f\u3001\u3042\u308b\u3044\u306f\u8aa4\u3063\u305f\u60c5\u5831\u3092\u751f\u307f\u51fa\u3059\u53ef\u80fd\u6027\u304c\u3042\u308b\u3068\u3044\u3046\u3053\u3068\u3060\u3002<\/p>\n\n\n\n<h3 id=\"h-biases\">\u30d0\u30a4\u30a2\u30b9<\/h3>\n\n\n\n<p>GPT-3\u306f\u81a8\u5927\u306a\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30c6\u30ad\u30b9\u30c8\u306e\u30b3\u30fc\u30d1\u30b9\u3067\u5b66\u7fd2\u3055\u308c\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u306b\u30d0\u30a4\u30a2\u30b9\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002\u305d\u306e\u7d50\u679c\u3001\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u30c7\u30ea\u30b1\u30fc\u30c8\u306a\u30c8\u30d4\u30c3\u30af\u306b\u3064\u3044\u3066\u504f\u3063\u305f\u56de\u7b54\u3084\u504f\u898b\u306b\u6e80\u3061\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u305f\u308a\u3001\u4f1a\u8a71\u4e2d\u306b\u504f\u3063\u305f\u884c\u52d5\u3092\u793a\u3057\u305f\u308a\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/p>\n\n\n\n<h3 id=\"h-inability-to-clarify-ambiguities\">\u66d6\u6627\u3055\u3092\u660e\u78ba\u306b\u3067\u304d\u306a\u3044<\/h3>\n\n\n\n<p>\u3042\u3044\u307e\u3044\u306a\u554f\u3044\u5408\u308f\u305b\u3084\u8aac\u660e\u306e\u8981\u6c42\u306b\u76f4\u9762\u3059\u308b\u3068\u3001\u30e2\u30c7\u30eb\u306f\u3057\u3070\u3057\u3070\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u3092\u63a8\u6e2c\u3057\u3001\u8aa4\u89e3\u3092\u62db\u304f\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/p>\n\n\n\n<h3 id=\"h-limited-context-window\">\u9650\u5b9a\u30b3\u30f3\u30c6\u30af\u30b9\u30c8\u30fb\u30a6\u30a3\u30f3\u30c9\u30a6<\/h3>\n\n\n\n<p>ChatGPT\u306f\u4f1a\u8a71\u4e2d\u306b\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u4fdd\u6301\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304c\u3001\u305d\u308c\u3067\u3082\u4fdd\u6301\u3067\u304d\u308b\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u91cf\u306b\u306f\u9650\u754c\u304c\u3042\u308a\u307e\u3059\u3002\u9577\u6642\u9593\u306e\u4f1a\u8a71\u306f\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u65ad\u7247\u5316\u306b\u60a9\u307e\u3055\u308c\u3001\u4e00\u8cab\u6027\u306e\u306a\u3044\u5fdc\u7b54\u306b\u306a\u3063\u3066\u3057\u307e\u3046\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3 id=\"h-inappropriate-responses\">\u4e0d\u9069\u5207\u306a\u5bfe\u5fdc<\/h3>\n\n\n\n<p>ChatGPT\u306f\u305d\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u3088\u308a\u3001\u653f\u6cbb\u7684\u306b\u504f\u3063\u305f\u3001\u653b\u6483\u7684\u306a\u3001\u3042\u308b\u3044\u306f\u4e0d\u9069\u5207\u306a\u56de\u7b54\u3092\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002OpenAI\u306f\u5b89\u5168\u6027\u306e\u7de9\u548c\u7b56\u3092\u8b1b\u3058\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u308c\u3067\u3082\u6642\u6298\u305d\u306e\u3088\u3046\u306a\u5fdc\u7b54\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"h-high-cost\">\u9ad8\u30b3\u30b9\u30c8<\/h3>\n\n\n\n<p>API\u3092\u901a\u3058\u3066GPT-3\u3084\u4ed6\u306e\u985e\u4f3c\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u306f\u3001\u7279\u306b\u9577\u6642\u9593\u307e\u305f\u306f\u5927\u91cf\u306b\u4f7f\u7528\u3059\u308b\u5834\u5408\u3001\u9ad8\u4fa1\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"h-lack-of-real-time-updates\">\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u66f4\u65b0\u306e\u6b20\u5982<\/h3>\n\n\n\n<p>GPT-3\u306f\u4e8b\u524d\u306b\u8a13\u7df4\u3055\u308c\u305f\u30e2\u30c7\u30eb\u3067\u3042\u308b\u305f\u3081\u3001\u8a13\u7df4\u30c7\u30fc\u30bf\u4ee5\u5916\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u60c5\u5831\u306b\u306f\u30a2\u30af\u30bb\u30b9\u3067\u304d\u306a\u3044\u3002\u3064\u307e\u308a\u3001GPT-3\u306f\u6700\u65b0\u306e\u51fa\u6765\u4e8b\u3084\u5c55\u958b\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002\u4ee5\u4e0b\u306f\u305d\u306e\u4f8b\u3067\u3042\u308b\uff1a&nbsp;<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/lh7-us.googleusercontent.com\/dW0OuHKE60faR36hVJUgxmdX-g-HjzGVT905PMF-5WEQVHmLDOGsBJnYYqLvQt6BGrrbDlHTXL2-m2Q_AkgFOlZkRxzvNhOhpLW5cI9a7VjCNeM1219GN776-VJ_oFpo1NBDCVY_Hm4GVdise4K5zus\" alt=\"\"\/><\/figure><\/div>\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u73fe\u5927\u7d71\u9818\u306f <a href=\"https:\/\/www.google.com\/search?rlz=1C1CHBD_en-gbIN1023IN1023&amp;sxsrf=AB5stBgE3H2IJJ7SWTeaRmql3KtIhBUjZQ:1689916951153&amp;q=Droupadi+Murmu&amp;stick=H4sIAAAAAAAAAONgVuLWz9U3MDQ2q0rKMn3EaMYt8PLHPWEp3UlrTl5jVOfiCs7IL3fNK8ksqRSS5GKDsvileLmQ9fEsYuVzKcovLUhMyVTwLS3KLQUArp46UFkAAAA&amp;sa=X&amp;sqi=2&amp;ved=2ahUKEwjZ5Mqch5-AAxU4RmwGHcGQDpUQzIcDKAB6BAgjEAE\">\u30c9\u30ed\u30a6\u30d1\u30c7\u30a3\u30fb\u30e0\u30eb\u30e0<\/a>GPT3.5\u306b\u306f\u60c5\u5831\u304c\u306a\u3044\u3002&nbsp;<\/p>\n\n\n\n<p><strong>\u95a2\u9023\u8a18\u4e8b <\/strong><a href=\"https:\/\/mindthegraph.com\/blog\/chatgpt-research-paper\/\"><strong>ChatGPT\u306e\u7814\u7a76\u8ad6\u6587\uff1a\u305d\u308c\u306f\u5408\u6cd5\u7684\u3067\u502b\u7406\u7684\u304b\uff1f<\/strong><\/a><\/p>\n\n\n\n<h2 id=\"h-reasons-for-nonsensical-and-wrong-responses-from-chatgpt\">ChatGPT\u306e\u7121\u610f\u5473\u3067\u9593\u9055\u3063\u305f\u56de\u7b54\u306e\u7406\u7531<\/h2>\n\n\n\n<p>ChatGPT\u3001\u307e\u305f\u306f\u305d\u308c\u306b\u95a2\u3059\u308b\u8a00\u8a9e\u30e2\u30c7\u30eb\u304b\u3089\u306e\u7121\u610f\u5473\u3067\u9593\u9055\u3063\u305f\u5fdc\u7b54\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u7406\u7531\u3067\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002ChatGPT\u306e\u3088\u3046\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u5f37\u529b\u3067\u3001\u4eba\u9593\u306e\u3088\u3046\u306a\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304c\u3001\u5b8c\u5168\u3067\u306f\u306a\u304f\u3001\u56fa\u6709\u306e\u9650\u754c\u304c\u3042\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u7121\u610f\u5473\u3067\u9593\u9055\u3063\u305f\u5fdc\u7b54\u306e\u3044\u304f\u3064\u304b\u306e\u7406\u7531\u3067\u3059\uff1a<\/p>\n\n\n\n<h3 id=\"h-lack-of-understanding\">\u7406\u89e3\u4e0d\u8db3<\/h3>\n\n\n\n<p>ChatGPT\u306e\u3088\u3046\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u306f\u3001\u771f\u306e\u7406\u89e3\u3084\u5e38\u8b58\u7684\u306a\u63a8\u8ad6\u304c\u6b20\u3051\u3066\u3044\u308b\u3002\u5f7c\u3089\u306f\u5185\u5bb9\u306e\u771f\u306e\u7406\u89e3\u306a\u3057\u306b\u3001\u8a13\u7df4\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306e\u30d1\u30bf\u30fc\u30f3\u306b\u57fa\u3065\u3044\u3066\u5fdc\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u3053\u306e\u9650\u754c\u306f\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u304f\u805e\u3053\u3048\u308b\u304c\u5b9f\u969b\u306e\u610f\u5473\u3092\u6b20\u3044\u305f\u8fd4\u7b54\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"h-ambiguity-in-prompts\">\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u66d6\u6627\u3055<\/h3>\n\n\n\n<p>\u30e6\u30fc\u30b6\u30fc\u306e\u30af\u30a8\u30ea\u3084\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u3042\u3044\u307e\u3044\u3060\u3063\u305f\u308a\u3001\u5341\u5206\u306a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u304c\u306a\u3044\u5834\u5408\u3001ChatGPT\u306f\u9069\u5207\u306a\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u306e\u306b\u82e6\u52b4\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u66d6\u6627\u3055\u306f\u3001\u30e2\u30c7\u30eb\u304c\u9593\u9055\u3063\u305f\u4eee\u5b9a\u3084\u63a8\u6e2c\u3092\u3059\u308b\u3053\u3068\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"h-incomplete-or-insufficient-training-data\">\u4e0d\u5b8c\u5168\u307e\u305f\u306f\u4e0d\u5341\u5206\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf<\/h3>\n\n\n\n<p>\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u52b9\u679c\u7684\u306b\u6c4e\u5316\u3059\u308b\u306b\u306f\u3001\u5927\u898f\u6a21\u3067\u591a\u69d8\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u5fc5\u8981\u3067\u3042\u308b\u3002\u5b66\u7fd2\u30c7\u30fc\u30bf\u304c\u4e0d\u5b8c\u5168\u3067\u3042\u3063\u305f\u308a\u3001\u7279\u5b9a\u306e\u30c8\u30d4\u30c3\u30af\u3092\u5305\u62ec\u7684\u306b\u30ab\u30d0\u30fc\u3057\u3066\u3044\u306a\u3044\u5834\u5408\u3001\u30e2\u30c7\u30eb\u306f\u305d\u308c\u3089\u306e\u30c8\u30d4\u30c3\u30af\u306b\u6b63\u78ba\u306b\u53cd\u5fdc\u3057\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/p>\n\n\n\n<h2 id=\"h-variety-of-tasks-supported-by-chatgpt\">ChatGPT\u304c\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3055\u307e\u3056\u307e\u306a\u30bf\u30b9\u30af<\/h2>\n\n\n\n<p>ChatGPT\u306f\u6c4e\u7528\u7684\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3042\u308a\u3001\u7570\u306a\u308b\u30c9\u30e1\u30a4\u30f3\u306b\u307e\u305f\u304c\u308b\u69d8\u3005\u306a\u30bf\u30b9\u30af\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u305d\u306e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u80fd\u529b\u306b\u3088\u308a\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\uff1a<\/p>\n\n\n\n<ol>\n<li>\u30c6\u30ad\u30b9\u30c8\u751f\u6210<\/li>\n\n\n\n<li>\u8a00\u8a9e\u7ffb\u8a33<\/li>\n\n\n\n<li>\u8cea\u7591\u5fdc\u7b54<\/li>\n\n\n\n<li>\u30c6\u30ad\u30b9\u30c8\u306e\u8981\u7d04<\/li>\n\n\n\n<li>\u8a00\u8a9e\u7406\u89e3<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30fb\u30d8\u30eb\u30d7<\/li>\n\n\n\n<li>\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u30fb\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0<\/li>\n\n\n\n<li>\u6570\u5b66\u7684\u554f\u984c\u89e3\u6c7a<\/li>\n\n\n\n<li>\u60c5\u5831\u691c\u7d22<\/li>\n\n\n\n<li>\u7814\u7a76\u88dc\u52a9<\/li>\n<\/ol>\n\n\n\n<p>\u3053\u308c\u3089\u306fChatGPT\u304c\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u308b\u591a\u69d8\u306a\u30bf\u30b9\u30af\u306e\u307b\u3093\u306e\u4e00\u4f8b\u306b\u904e\u304e\u307e\u305b\u3093\u3002ChatGPT\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u958b\u767a\u8005\u3084\u30e6\u30fc\u30b6\u30fc\u304c\u8a00\u8a9e\u51e6\u7406\u80fd\u529b\u3092\u6d3b\u7528\u3059\u308b\u9769\u65b0\u7684\u306a\u65b9\u6cd5\u3092\u898b\u3064\u3051\u308b\u306b\u3064\u308c\u3066\u3001\u7d99\u7d9a\u7684\u306b\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<p><strong>\u3053\u3061\u3089\u3082\u304a\u8aad\u307f\u304f\u3060\u3055\u3044\uff1a <\/strong><a href=\"https:\/\/mindthegraph.com\/blog\/ai-in-academic-research\/\"><strong>\u5b66\u8853\u7814\u7a76\u306b\u304a\u3051\u308bAI\u306e\u5f79\u5272\u3092\u63a2\u308b<\/strong><\/a><\/p>\n\n\n\n<h2 id=\"h-content-creation-through-conversation-using-chatgpt\">ChatGPT\u3092\u4f7f\u3063\u305f\u4f1a\u8a71\u306b\u3088\u308b\u30b3\u30f3\u30c6\u30f3\u30c4\u5236\u4f5c<\/h2>\n\n\n\n<p>ChatGPT\u3092\u4f7f\u7528\u3057\u305f\u4f1a\u8a71\u306b\u3088\u308b\u30b3\u30f3\u30c6\u30f3\u30c4\u4f5c\u6210\u3067\u306f\u3001\u3088\u308a\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u6587\u7ae0\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u5358\u4e00\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u4ee3\u308f\u308a\u306b\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068\u524d\u5f8c\u306e\u4f1a\u8a71\u3092\u884c\u3044\u307e\u3059\u3002\u3053\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u4f1a\u8a71\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u8981\u4ef6\u3092\u5f90\u3005\u306b\u7d5e\u308a\u8fbc\u307f\u3001\u6307\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002ChatGPT\u306b\u3088\u308b\u30b3\u30f3\u30c6\u30f3\u30c4\u4f5c\u6210\u306e\u4ed5\u7d44\u307f\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\uff1a<\/p>\n\n\n\n<h3 id=\"h-initiating-the-conversation\">\u4f1a\u8a71\u3092\u59cb\u3081\u308b<\/h3>\n\n\n\n<p>\u30e6\u30fc\u30b6\u30fc\u306fChatGPT\u306b\u6700\u521d\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u308b\u3053\u3068\u3067\u4f1a\u8a71\u3092\u59cb\u3081\u307e\u3059\u3002\u3053\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u306f\u3001\u4e00\u822c\u7684\u306a\u30c8\u30d4\u30c3\u30af\u3067\u3082\u3001\u4f5c\u6210\u3057\u305f\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u30bf\u30a4\u30d7\u306b\u95a2\u3059\u308b\u5177\u4f53\u7684\u306a\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u3082\u304b\u307e\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3 id=\"h-continuing-the-interaction\">\u4ea4\u6d41\u3092\u7d9a\u3051\u308b<\/h3>\n\n\n\n<p>ChatGPT\u306f\u30e6\u30fc\u30b6\u30fc\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u306b\u5fdc\u7b54\u3057\u3001\u5165\u529b\u3055\u308c\u305f\u5185\u5bb9\u306b\u57fa\u3065\u3044\u3066\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u30d7\u30ed\u30bb\u30b9\u3092\u30ac\u30a4\u30c9\u3059\u308b\u305f\u3081\u306b\u3001\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u63d0\u4f9b\u3057\u305f\u308a\u3001\u8aac\u660e\u3092\u6c42\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"h-refining-the-content\">\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u6d17\u7df4<\/h3>\n\n\n\n<p>\u4e00\u9023\u306e\u3084\u308a\u3068\u308a\u3092\u901a\u3057\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u3088\u308a\u5177\u4f53\u7684\u306a\u6307\u793a\u3092\u51fa\u3057\u305f\u308a\u3001\u3088\u308a\u8a73\u7d30\u306a\u60c5\u5831\u3092\u6c42\u3081\u305f\u308a\u3001\u751f\u6210\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u306e\u5909\u66f4\u3092\u8981\u6c42\u3057\u305f\u308a\u3057\u306a\u304c\u3089\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u7e70\u308a\u8fd4\u3057\u6d17\u7df4\u3055\u305b\u3066\u3044\u304f\u3002<\/p>\n\n\n\n<h3 id=\"h-iterative-feedback\">\u53cd\u5fa9\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af<\/h3>\n\n\n\n<p>\u30e6\u30fc\u30b6\u30fc\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306f\u3001\u751f\u6210\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u304c\u30e6\u30fc\u30b6\u30fc\u306e\u8981\u6c42\u306b\u5408\u81f4\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3002\u30e6\u30fc\u30b6\u30fc\u304c\u6700\u7d42\u7684\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u306b\u6e80\u8db3\u3059\u308b\u307e\u3067\u3001\u4f1a\u8a71\u306f\u7d9a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"h-generating-the-final-content\">\u6700\u7d42\u7684\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u4f5c\u6210<\/h3>\n\n\n\n<p>\u6570\u56de\u306e\u3084\u308a\u3068\u308a\u306e\u5f8c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5e0c\u671b\u3059\u308b\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u53d7\u3051\u53d6\u308b\u3002\u30b3\u30f3\u30c6\u30f3\u30c4\u306f\u3001\u8a18\u4e8b\u3001\u30d6\u30ed\u30b0\u8a18\u4e8b\u3001\u307e\u305f\u306f\u4f1a\u8a71\u306e\u6587\u8108\u306b\u57fa\u3065\u304f\u305d\u306e\u4ed6\u306e\u6587\u7ae0\u3068\u3044\u3046\u5f62\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<p>ChatGPT\u306f\u30b3\u30f3\u30c6\u30f3\u30c4\u4f5c\u6210\u30d7\u30ed\u30bb\u30b9\u306b\u9769\u547d\u3092\u3082\u305f\u3089\u3057\u307e\u3057\u305f\u304c\u3001\u3084\u307f\u304f\u3082\u306bChatGPT\u306b\u5f93\u3046\u3068\u5927\u5909\u306a\u3053\u3068\u306b\u306a\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002ChatGPT\u306e\u9650\u754c\u3092\u7406\u89e3\u3057\u3001\u81ea\u5206\u306e\u77e5\u6027\u3092\u6d3b\u304b\u3057\u306a\u304c\u3089\u3001\u3053\u306eAI\u30e2\u30c7\u30eb\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u5236\u4f5c\u306e\u65c5\u3067\u30a8\u30fc\u30b9\u3092\u76ee\u6307\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002&nbsp;&nbsp;<\/p>\n\n\n\n<h2 id=\"h-the-bottom-line\">\u7d50\u8ad6<\/h2>\n\n\n\n<p>ChatGPT\u306f\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u304a\u3051\u308b\u91cd\u8981\u306a\u9032\u6b69\u3067\u3042\u308a\u3001\u5370\u8c61\u7684\u306a\u80fd\u529b\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u9650\u754c\u304c\u306a\u3044\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002AI\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u5c06\u6765\u306b\u5411\u3051\u3066\u3001\u3053\u308c\u3089\u306e\u9650\u754c\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u306f\u3001\u3053\u306e\u5206\u91ce\u3092\u767a\u5c55\u3055\u305b\u3001AI\u6280\u8853\u3092\u79c1\u305f\u3061\u306e\u751f\u6d3b\u306b\u5b89\u5168\u304b\u3064\u6709\u76ca\u306b\u7d71\u5408\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002&nbsp;<\/p>\n\n\n\n<h2 id=\"h-online-infographic-maker-for-science\">\u30aa\u30f3\u30e9\u30a4\u30f3\u79d1\u5b66\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30e1\u30fc\u30ab\u30fc<\/h2>\n\n\n\n<p>\u30c7\u30b6\u30a4\u30f3\u3092\u7c21\u5358\u306b\u4f5c\u6210\u3067\u304d\u308b\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30c4\u30fc\u30eb\u3092\u304a\u63a2\u3057\u3067\u3059\u304b\uff1f\u7814\u7a76\u8005\u3068\u3057\u3066\u3001\u30d3\u30b8\u30e5\u30a2\u30eb\u3084\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u304c\u7814\u7a76\u8ad6\u6587\u3092\u88dc\u5f37\u3059\u308b\u305f\u3081\u306b\u3069\u308c\u307b\u3069\u91cd\u8981\u304b\u306f\u3054\u5b58\u77e5\u3067\u3057\u3087\u3046\u3002 <a href=\"https:\/\/mindthegraph.com\/?utm_source=blog&amp;utm_medium=content\" target=\"_blank\" rel=\"noreferrer noopener\">Mind the Graph<\/a> \u79d1\u5b66\u306b\u95a2\u9023\u3057\u305f\u8cea\u306e\u9ad8\u3044\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u3060\u3051\u306b\u30c7\u30b6\u30a4\u30f3\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4eca\u3059\u3050\u30b5\u30a4\u30f3\u30a2\u30c3\u30d7\u3057\u3066\u8a73\u7d30\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002&nbsp;<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/mindthegraph.com\/?utm_source=blog&amp;utm_medium=content\"><img decoding=\"async\" loading=\"lazy\" width=\"517\" height=\"250\" src=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/03\/illustrations-banner.webp\" alt=\"\u30a4\u30e9\u30b9\u30c8\u30fb\u30d0\u30ca\u30fc\" class=\"wp-image-27276\" srcset=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/03\/illustrations-banner.webp 517w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/03\/illustrations-banner-300x145.webp 300w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/03\/illustrations-banner-18x9.webp 18w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/03\/illustrations-banner-100x48.webp 100w\" sizes=\"(max-width: 517px) 100vw, 517px\" \/><\/a><\/figure><\/div>\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"is-layout-flex wp-block-buttons\">\n<div class=\"wp-block-button aligncenter\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"https:\/\/mindthegraph.com\/?utm_source=blog&amp;utm_medium=content\" style=\"border-radius:50px;background-color:#dc1866\" target=\"_blank\" rel=\"noreferrer noopener\">Mind the Graph\u3067\u5275\u4f5c\u3092\u59cb\u3081\u3088\u3046<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:44px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>","protected":false},"excerpt":{"rendered":"<p>\u30a2\u30ab\u30c7\u30df\u30c3\u30af\u306a\u30ec\u30f3\u30ba\u3092\u901a\u3057\u3066ChatGPT\u306e\u9650\u754c\u3092\u691c\u8a3c\u3059\u308b\u3053\u3068\u3067\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u5185\u5728\u3059\u308b\u30d0\u30a4\u30a2\u30b9\u3084\u6587\u8108\u4e0a\u306e\u8ab2\u984c\u304c\u660e\u3089\u304b\u306b\u306a\u308b\u3002<\/p>","protected":false},"author":33,"featured_media":50110,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[959,28],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Boundaries Beyond The Chat: Understanding ChatGPT Limitations<\/title>\n<meta name=\"description\" content=\"Examining ChatGPT limitations through an academic lens reveals inherent biases and contextual challenges in the language model.\" 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