{"id":2347,"date":"2025-02-16T23:28:52","date_gmt":"2025-02-16T14:28:52","guid":{"rendered":"https:\/\/arisasuper.com\/?p=2347"},"modified":"2025-03-16T05:56:42","modified_gmt":"2025-03-15T20:56:42","slug":"chatgpt%e3%81%ab%e3%81%a4%e3%81%84%e3%81%a6%e8%87%aa%e3%82%89%e8%aa%9e%e3%82%89%e3%81%9b%e3%82%8b","status":"publish","type":"post","link":"https:\/\/arisasuper.com\/?p=2347","title":{"rendered":"ChatGPT\u306b\u3064\u3044\u3066\u81ea\u3089\u8a9e\u3089\u305b\u308b"},"content":{"rendered":"<p><span style=\"font-size: 14pt;\"><strong>\u7b2c1\u7ae0\uff1aChatGPT\u3068\u306f\u4f55\u304b<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u3001OpenAI\u304c\u958b\u767a\u3057\u305f\u9ad8\u5ea6\u306a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u30e2\u30c7\u30eb\u3067\u3042\u308a\u3001\u5bfe\u8a71\u5f62\u5f0f\u306eAI\u3068\u3057\u3066\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u307e\u3059\u3002\u300cGPT\u300d\u3068\u306f\u300cGenerative Pre-trained Transformer\u300d\u306e\u7565\u3067\u3001\u3042\u3089\u304b\u3058\u3081\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3057\u3001\u81ea\u7136\u306a\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\u6280\u8853\u3067\u3059\u3002\u305d\u306e\u4e2d\u3067\u3082ChatGPT\u306f\u3001\u5bfe\u8a71\u306b\u7279\u5316\u3057\u305f\u8a2d\u8a08\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u3068\u306e\u53cc\u65b9\u5411\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5186\u6ed1\u306b\u884c\u3046\u305f\u3081\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u672c\u7ae0\u3067\u306f\u3001ChatGPT\u306e\u6982\u8981\u3001\u958b\u767a\u80cc\u666f\u3001\u6b74\u53f2\u3001\u305d\u3057\u3066\u305d\u306e\u57fa\u672c\u6a5f\u80fd\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>1.1 ChatGPT\u306e\u6982\u8981\u3068\u57fa\u672c\u6a5f\u80fd<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u5f62\u5f0f\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u3001\u81ea\u7136\u3067\u6587\u8108\u306b\u6cbf\u3063\u305f\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u80fd\u529b\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u4e00\u822c\u7684\u306a\u8cea\u554f\u5fdc\u7b54\u306f\u3082\u3061\u308d\u3093\u3001\u6587\u7ae0\u306e\u8981\u7d04\u3001\u30a2\u30a4\u30c7\u30a2\u306e\u30d6\u30ec\u30a4\u30f3\u30b9\u30c8\u30fc\u30df\u30f3\u30b0\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u30b3\u30fc\u30c9\u88dc\u52a9\u3001\u3055\u3089\u306b\u306f\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306a\u30b9\u30c8\u30fc\u30ea\u30fc\u751f\u6210\u3084\u8a69\u306e\u4f5c\u6210\u306a\u3069\u3001\u591a\u5c90\u306b\u308f\u305f\u308b\u7528\u9014\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u6307\u793a\u306b\u5fdc\u3058\u3066\u3001\u6587\u7ae0\u306e\u30c8\u30fc\u30f3\u3092\u8abf\u6574\u3057\u305f\u308a\u3001\u7570\u306a\u308b\u8996\u70b9\u3067\u56de\u7b54\u3092\u884c\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u65e5\u5e38\u4f1a\u8a71\u304b\u3089\u9ad8\u5ea6\u306a\u30d3\u30b8\u30cd\u30b9\u306e\u30b7\u30ca\u30ea\u30aa\u307e\u3067\u5e45\u5e83\u304f\u5bfe\u5fdc\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>1.2 ChatGPT\u306e\u958b\u767a\u80cc\u666f<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u3001OpenAI\u306b\u3088\u308b\u7814\u7a76\u306e\u6210\u679c\u3068\u3057\u3066\u8a95\u751f\u3057\u307e\u3057\u305f\u3002OpenAI\u306f\u3001\u300c\u5b89\u5168\u3067\u4eba\u985e\u5168\u4f53\u306b\u6069\u6075\u3092\u3082\u305f\u3089\u3059\u4eba\u5de5\u77e5\u80fd\u306e\u958b\u767a\u300d\u3092\u76ee\u6307\u3057\u3066\u6d3b\u52d5\u3059\u308b\u975e\u55b6\u5229\u7684\u306a\u7814\u7a76\u56e3\u4f53\u3067\u3059\u3002GPT\u30e2\u30c7\u30eb\u306e\u958b\u767a\u306f2018\u5e74\u306b\u59cb\u307e\u308a\u3001\u521d\u671f\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u300cGPT-1\u300d\u3092\u76ae\u5207\u308a\u306b\u3001\u6b21\u3005\u3068\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3092\u91cd\u306d\u3066\u304d\u307e\u3057\u305f\u30022019\u5e74\u306b\u306f\u300cGPT-2\u300d\u30012020\u5e74\u306b\u306f\u300cGPT-3\u300d\u304c\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u30012022\u5e74\u306b\u306fChatGPT\u304c\u4e00\u822c\u516c\u958b\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4e00\u822c\u30e6\u30fc\u30b6\u30fc\u304c\u5bb9\u6613\u306bAI\u3068\u81ea\u7136\u306a\u5bfe\u8a71\u3092\u884c\u3046\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u308a\u3001\u4e16\u754c\u4e2d\u3067\u306e\u666e\u53ca\u304c\u4e00\u6c17\u306b\u52a0\u901f\u3057\u307e\u3057\u305f\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>1.3 ChatGPT\u306e\u6b74\u53f2\u3068\u9032\u5316<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u3001\u3082\u3068\u3082\u3068\u7814\u7a76\u6a5f\u95a2\u3084\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u306b\u958b\u767a\u3055\u308c\u305f\u6280\u8853\u3067\u3057\u305f\u304c\u3001\u305d\u306e\u6c4e\u7528\u6027\u306e\u9ad8\u3055\u304b\u3089\u3001\u6b21\u7b2c\u306b\u4e00\u822c\u306e\u5229\u7528\u8005\u5411\u3051\u306b\u3082\u5e83\u304c\u308a\u307e\u3057\u305f\u3002\u521d\u671f\u306e\u30e2\u30c7\u30eb\u306f\u3001\u6587\u8108\u3092\u7406\u89e3\u3057\u304d\u308c\u306a\u3044\u5834\u5408\u3084\u3001\u56de\u7b54\u304c\u4e0d\u6b63\u78ba\u306b\u306a\u308b\u3053\u3068\u304c\u591a\u3005\u3042\u308a\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u3092\u91cd\u306d\u308b\u3054\u3068\u306b\u3001\u7cbe\u5ea6\u3084\u67d4\u8edf\u6027\u304c\u98db\u8e8d\u7684\u306b\u5411\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002\u6700\u65b0\u306eChatGPT\u306f\u3001\u5bfe\u8a71\u306e\u6587\u8108\u3092\u628a\u63e1\u3057\u3001\u904e\u53bb\u306e\u3084\u308a\u53d6\u308a\u306b\u57fa\u3065\u3044\u3066\u4e00\u8cab\u6027\u306e\u3042\u308b\u5fdc\u7b54\u3092\u884c\u3046\u80fd\u529b\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u3068\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u307e\u3059\u307e\u3059\u30b9\u30e0\u30fc\u30ba\u306b\u306a\u308a\u3001\u5b9f\u7528\u7684\u306aAI\u3068\u3057\u3066\u8a8d\u77e5\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>1.4 ChatGPT\u306e\u57fa\u672c\u6a5f\u80fd<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u306e\u4e3b\u306a\u6a5f\u80fd\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u3068\u306e\u5bfe\u8a71\u3092\u884c\u3046\u3053\u3068\u3067\u3059\u304c\u3001\u5358\u306a\u308b\u8cea\u554f\u5fdc\u7b54\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u591a\u304f\u306e\u5f79\u5272\u3092\u62c5\u3063\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u77e5\u8b58\u30d9\u30fc\u30b9\u306b\u57fa\u3065\u3044\u305f\u4e8b\u5b9f\u306e\u63d0\u4f9b\u3001\u30bf\u30b9\u30af\u306e\u88dc\u52a9\u3001\u6587\u7ae0\u306e\u30ea\u30e9\u30a4\u30c8\u3001\u5b66\u7fd2\u306e\u652f\u63f4\u3001\u3055\u3089\u306b\u306f\u611f\u60c5\u306b\u5bc4\u308a\u6dfb\u3063\u305f\u5fdc\u7b54\u307e\u3067\u5e45\u5e83\u304f\u884c\u3048\u307e\u3059\u3002\u307e\u305f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u30b3\u30fc\u30c9\u306e\u751f\u6210\u3084\u30c7\u30d0\u30c3\u30b0\u652f\u63f4\u3001\u30c7\u30fc\u30bf\u306e\u5206\u6790\u88dc\u52a9\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u7528\u9014\u306b\u3082\u5bfe\u5fdc\u53ef\u80fd\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u6a5f\u80fd\u306f\u3001\u6559\u80b2\u3001\u30d3\u30b8\u30cd\u30b9\u3001\u533b\u7642\u3001\u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30f3\u30e1\u30f3\u30c8\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u3067\u306e\u6d3b\u7528\u3092\u53ef\u80fd\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000\u672c\u7ae0\u3067\u8ff0\u3079\u305f\u3088\u3046\u306b\u3001ChatGPT\u306f\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u5148\u7aef\u6280\u8853\u3092\u99c6\u4f7f\u3057\u3001\u5e45\u5e83\u3044\u30cb\u30fc\u30ba\u306b\u5fdc\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u5f37\u529b\u306aAI\u30c4\u30fc\u30eb\u3067\u3059\u3002\u6b21\u7ae0\u3067\u306f\u3001\u305d\u306e\u80cc\u5f8c\u306b\u3042\u308b\u6280\u8853\u7684\u306a\u4ed5\u7d44\u307f\u306b\u3064\u3044\u3066\u3001\u3088\u308a\u8a73\u7d30\u306b\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>\u7b2c2\u7ae0\uff1aChatGPT\u306e\u4ed5\u7d44\u307f<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u3001\u81ea\u7136\u306a\u5bfe\u8a71\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u9ad8\u5ea6\u306a\u6280\u8853\u304c\u7528\u3044\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u4e2d\u6838\u306b\u3042\u308b\u306e\u304c\u300cGPT\uff08Generative Pre-trained Transformer\uff09\u300d\u3068\u547c\u3070\u308c\u308b\u30e2\u30c7\u30eb\u3067\u3059\u3002\u672c\u7ae0\u3067\u306f\u3001GPT\u30e2\u30c7\u30eb\u306e\u6982\u8981\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u306e\u57fa\u672c\u6982\u5ff5\u3001\u305d\u3057\u3066ChatGPT\u304c\u3069\u306e\u3088\u3046\u306b\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3057\u3001\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\u306e\u304b\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>2.1 GPT\u30e2\u30c7\u30eb\u306e\u6982\u8981<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u3001OpenAI\u304c\u958b\u767a\u3057\u305f\u300cTransformer\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u300d\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002Transformer\u3068\u306f\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u6280\u8853\u306e\u4e00\u7a2e\u3067\u3042\u308a\u3001\u5165\u529b\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u6587\u8108\u306b\u57fa\u3065\u3044\u3066\u7406\u89e3\u3057\u3001\u6b21\u306b\u6765\u308b\u5358\u8a9e\u3092\u4e88\u6e2c\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002GPT\u306f\u3001\u4e8b\u524d\u306b\u5927\u898f\u6a21\u306a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3057\u3066\u304a\u308a\u3001\u5358\u8a9e\u3084\u30d5\u30ec\u30fc\u30ba\u306e\u9593\u306b\u3042\u308b\u95a2\u4fc2\u6027\u3092\u628a\u63e1\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u95a2\u4fc2\u6027\u3092\u5229\u7528\u3057\u3066\u3001\u6587\u8108\u306b\u9069\u3057\u305f\u81ea\u7136\u306a\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000GPT\u30e2\u30c7\u30eb\u306f\u3001\u8907\u6570\u306e\u5c64\u304b\u3089\u306a\u308b\u300c\u81ea\u5df1\u6ce8\u610f\u30e1\u30ab\u30cb\u30ba\u30e0\uff08Self-Attention\uff09\u300d\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u4ed5\u7d44\u307f\u306b\u3088\u308a\u3001\u6587\u4e2d\u306e\u91cd\u8981\u306a\u5358\u8a9e\u3084\u30d5\u30ec\u30fc\u30ba\u306b\u7126\u70b9\u3092\u5f53\u3066\u3001\u6587\u8108\u306e\u4e2d\u3067\u306e\u610f\u5473\u3092\u6b63\u78ba\u306b\u628a\u63e1\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u304c\u3001ChatGPT\u304c\u81ea\u7136\u3067\u4e00\u8cab\u6027\u306e\u3042\u308b\u5fdc\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u7406\u7531\u306e\u4e00\u3064\u3067\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>2.2 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u306e\u57fa\u672c\u6982\u5ff5<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u306e\u6839\u5e79\u306b\u3042\u308b\u306e\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u3068\u547c\u3070\u308c\u308b\u5206\u91ce\u3067\u3059\u3002NLP\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u304c\u7406\u89e3\u3057\u3001\u64cd\u4f5c\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306e\u6280\u8853\u3067\u3059\u3002NLP\u306b\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u57fa\u672c\u7684\u306a\u30d7\u30ed\u30bb\u30b9\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/span><\/p>\n<ol>\n<li><span style=\"font-size: 14pt;\"><strong>\u30c8\u30fc\u30af\u30ca\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\uff08Tokenization\uff09<\/strong>\uff1a\u30c6\u30ad\u30b9\u30c8\u3092\u5358\u8a9e\u3084\u30d5\u30ec\u30fc\u30ba\u306a\u3069\u306e\u5c0f\u3055\u306a\u5358\u4f4d\u306b\u5206\u5272\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u54c1\u8a5e\u30bf\u30b0\u4ed8\u3051\uff08POS Tagging\uff09<\/strong>\uff1a\u5358\u8a9e\u306e\u54c1\u8a5e\u3092\u8b58\u5225\u3057\u3001\u6587\u7ae0\u306e\u6587\u6cd5\u69cb\u9020\u3092\u628a\u63e1\u3059\u308b\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u6587\u8108\u7406\u89e3<\/strong>\uff1a\u524d\u5f8c\u306e\u6587\u8108\u3092\u57fa\u306b\u5358\u8a9e\u306e\u610f\u5473\u3092\u89e3\u91c8\u3059\u308b\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u610f\u5473\u89e3\u6790<\/strong>\uff1a\u30c6\u30ad\u30b9\u30c8\u5168\u4f53\u306e\u610f\u5473\u3092\u628a\u63e1\u3057\u3001\u6b63\u3057\u3044\u5fdc\u7b54\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306e\u60c5\u5831\u3092\u62bd\u51fa\u3059\u308b\u3002<\/span><\/li>\n<\/ol>\n<p><span style=\"font-size: 14pt;\">\u3000\u3053\u308c\u3089\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u57fa\u3065\u304d\u3001ChatGPT\u306f\u5165\u529b\u30c6\u30ad\u30b9\u30c8\u3092\u5206\u6790\u3057\u3001\u6700\u9069\u306a\u5fdc\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>2.3 \u30c7\u30fc\u30bf\u5b66\u7fd2\u3068\u751f\u6210\u30d7\u30ed\u30bb\u30b9<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u3001\u300c\u4e8b\u524d\u5b66\u7fd2\uff08Pre-training\uff09\u300d\u3068\u300c\u5fae\u8abf\u6574\uff08Fine-tuning\uff09\u300d\u3068\u3044\u30462\u3064\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u7d4c\u3066\u69cb\u7bc9\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<ol>\n<li><span style=\"font-size: 14pt;\"><strong>\u4e8b\u524d\u5b66\u7fd2\uff08Pre-training\uff09<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000GPT\u30e2\u30c7\u30eb\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306e\u81a8\u5927\u306a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u4e8b\u524d\u5b66\u7fd2\u3092\u884c\u3044\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u3067\u3001\u5358\u8a9e\u306e\u51fa\u73fe\u983b\u5ea6\u3084\u6587\u8108\u306b\u57fa\u3065\u3044\u305f\u30d1\u30bf\u30fc\u30f3\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u3067\u3001\u57fa\u672c\u7684\u306a\u6587\u7ae0\u751f\u6210\u80fd\u529b\u3092\u7372\u5f97\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u306e\u6bb5\u968e\u3067\u306f\u5358\u306a\u308b\u77e5\u8b58\u306e\u7372\u5f97\u306b\u904e\u304e\u305a\u3001\u7279\u5b9a\u306e\u7528\u9014\u306b\u306f\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u5fae\u8abf\u6574\uff08Fine-tuning\uff09<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000\u4e8b\u524d\u5b66\u7fd2\u306e\u5f8c\u3001ChatGPT\u306f\u7279\u5b9a\u306e\u76ee\u7684\u306b\u5408\u308f\u305b\u3066\u5fae\u8abf\u6574\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u3067\u306f\u3001\u4eba\u9593\u306e\u6307\u5c0e\u8005\u304c\u751f\u6210\u3055\u308c\u305f\u6587\u7ae0\u306e\u8cea\u3092\u8a55\u4fa1\u3057\u3001\u9069\u5207\u306a\u5fdc\u7b54\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u30e2\u30c7\u30eb\u3092\u6539\u5584\u3057\u307e\u3059\u3002\u5fae\u8abf\u6574\u306b\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30cb\u30fc\u30ba\u3084\u502b\u7406\u7684\u306a\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u9069\u5408\u3059\u308b\u3088\u3046\u306b\u8abf\u6574\u3059\u308b\u5f79\u5272\u3082\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>2.4 \u5fdc\u7b54\u751f\u6210\u306e\u6d41\u308c<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u304c\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u5165\u529b\u306b\u5fdc\u7b54\u3059\u308b\u969b\u306e\u6d41\u308c\u306f\u3001\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/span><\/p>\n<ol>\n<li><span style=\"font-size: 14pt;\"><strong>\u5165\u529b\u89e3\u6790<\/strong>\uff1a\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u30c6\u30ad\u30b9\u30c8\u304c\u30c8\u30fc\u30af\u30ca\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3055\u308c\u3001\u6587\u8108\u3084\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u89e3\u6790\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u6587\u8108\u7406\u89e3<\/strong>\uff1a\u904e\u53bb\u306e\u5bfe\u8a71\u5c65\u6b74\u3092\u57fa\u306b\u3001\u73fe\u5728\u306e\u6587\u8108\u304c\u7406\u89e3\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u6b21\u5358\u8a9e\u306e\u4e88\u6e2c<\/strong>\uff1a\u30e2\u30c7\u30eb\u306f\u3001\u6b21\u306b\u6765\u308b\u5358\u8a9e\u3084\u30d5\u30ec\u30fc\u30ba\u3092\u8907\u6570\u306e\u5019\u88dc\u304b\u3089\u9078\u3073\u51fa\u3057\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u5fdc\u7b54\u751f\u6210<\/strong>\uff1a\u5019\u88dc\u306e\u4e2d\u304b\u3089\u3001\u6700\u3082\u81ea\u7136\u3067\u6587\u8108\u306b\u9069\u3057\u305f\u6587\u7ae0\u3092\u9078\u3093\u3067\u5fdc\u7b54\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<\/ol>\n<p><span style=\"font-size: 14pt;\">\u3000\u3053\u306e\u4e00\u9023\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u3001\u308f\u305a\u304b\u306a\u6642\u9593\u3067\u884c\u308f\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u3068\u306e\u5bfe\u8a71\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000\u672c\u7ae0\u3067\u306f\u3001ChatGPT\u306e\u57fa\u76e4\u3068\u306a\u308bGPT\u30e2\u30c7\u30eb\u306e\u4ed5\u7d44\u307f\u3068\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u57fa\u672c\u6982\u5ff5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3057\u305f\u3002\u6b21\u7ae0\u3067\u306f\u3001ChatGPT\u306e\u5177\u4f53\u7684\u306a\u6d3b\u7528\u4e8b\u4f8b\u3068\u3001\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3067\u306e\u5fdc\u7528\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>\u7b2c3\u7ae0\uff1aChatGPT\u306e\u6d3b\u7528\u9818\u57df<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3067\u306e\u6d3b\u7528\u304c\u9032\u3093\u3067\u304a\u308a\u3001\u30d3\u30b8\u30cd\u30b9\u3001\u6559\u80b2\u3001\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306a\u6d3b\u52d5\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306a\u3069\u5e45\u5e83\u3044\u7528\u9014\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u672c\u7ae0\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u6d3b\u7528\u9818\u57df\u306b\u3064\u3044\u3066\u5177\u4f53\u7684\u306a\u4e8b\u4f8b\u3092\u4ea4\u3048\u306a\u304c\u3089\u89e3\u8aac\u3057\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>3.1 \u30d3\u30b8\u30cd\u30b9\u5206\u91ce\u3067\u306e\u5fdc\u7528\u4f8b<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3044\u3066ChatGPT\u306f\u3001\u696d\u52d9\u306e\u52b9\u7387\u5316\u3084\u9867\u5ba2\u5bfe\u5fdc\u306e\u54c1\u8cea\u5411\u4e0a\u306b\u8ca2\u732e\u3057\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5834\u9762\u3067\u5f79\u7acb\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 14pt;\"><strong>\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8<\/strong>\uff1a24\u6642\u9593365\u65e5\u7a3c\u50cd\u3067\u304d\u308bAI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u3057\u3066\u3001\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u5373\u5ea7\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002\u3088\u304f\u3042\u308b\u8cea\u554f\u3078\u306e\u81ea\u52d5\u5fdc\u7b54\u306b\u3088\u308a\u3001\u30b9\u30bf\u30c3\u30d5\u306e\u8ca0\u62c5\u3092\u8efd\u6e1b\u3057\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0<\/strong>\uff1a\u5546\u54c1\u306e\u8aac\u660e\u6587\u3084\u5e83\u544a\u30b3\u30d4\u30fc\u306e\u4f5c\u6210\u306b\u5229\u7528\u3055\u308c\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u306b\u5408\u308f\u305b\u305f\u52b9\u679c\u7684\u306a\u8868\u73fe\u3092\u77ed\u6642\u9593\u3067\u751f\u6210\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u55b6\u696d\u652f\u63f4<\/strong>\uff1a\u55b6\u696d\u30e1\u30fc\u30eb\u306e\u6587\u6848\u4f5c\u6210\u3084\u3001\u898b\u8fbc\u307f\u5ba2\u3078\u306e\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u4f5c\u6210\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u30c7\u30fc\u30bf\u5206\u6790\u30ec\u30dd\u30fc\u30c8<\/strong>\uff1a\u5165\u529b\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3057\u3001\u308f\u304b\u308a\u3084\u3059\u304f\u8981\u7d04\u3059\u308b\u6a5f\u80fd\u3082\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 14pt;\">\u3000\u3053\u308c\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u30b3\u30b9\u30c8\u524a\u6e1b\u3084\u751f\u7523\u6027\u306e\u5411\u4e0a\u3092\u56f3\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>3.2 \u6559\u80b2\u30fb\u5b66\u7fd2\u30b5\u30dd\u30fc\u30c8\u3078\u306e\u8ca2\u732e<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u3001\u6559\u80b2\u73fe\u5834\u3084\u500b\u4eba\u306e\u5b66\u7fd2\u306b\u304a\u3044\u3066\u3082\u6709\u52b9\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 14pt;\"><strong>\u8cea\u554f\u5fdc\u7b54<\/strong>\uff1a\u5b66\u7fd2\u8005\u304c\u62b1\u3048\u308b\u7591\u554f\u306b\u5bfe\u3057\u3066\u5373\u5ea7\u306b\u56de\u7b54\u3057\u3001\u7406\u89e3\u3092\u6df1\u3081\u308b\u30b5\u30dd\u30fc\u30c8\u3092\u884c\u3044\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u6b74\u53f2\u306e\u51fa\u6765\u4e8b\u3084\u6570\u5b66\u306e\u516c\u5f0f\u306b\u3064\u3044\u3066\u8a73\u7d30\u306b\u8aac\u660e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u6587\u7ae0\u306e\u8981\u7d04<\/strong>\uff1a\u9577\u3044\u6587\u7ae0\u3084\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u3092\u7c21\u6f54\u306b\u8981\u7d04\u3059\u308b\u3053\u3068\u3067\u3001\u5b66\u7fd2\u8005\u304c\u52b9\u7387\u7684\u306b\u60c5\u5831\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u8a9e\u5b66\u5b66\u7fd2<\/strong>\uff1a\u6587\u6cd5\u306e\u4fee\u6b63\u3084\u4f8b\u6587\u306e\u4f5c\u6210\u3001\u5358\u8a9e\u306e\u610f\u5473\u306e\u8aac\u660e\u306a\u3069\u3001\u8a9e\u5b66\u5b66\u7fd2\u306e\u652f\u63f4\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u652f\u63f4<\/strong>\uff1a\u8ad6\u6587\u3084\u30a8\u30c3\u30bb\u30a4\u306e\u8349\u6848\u3092\u4f5c\u6210\u3057\u3001\u6587\u7ae0\u306e\u6d41\u308c\u3084\u8868\u73fe\u306e\u6539\u5584\u6848\u3092\u63d0\u793a\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 14pt;\">\u3000\u3053\u306e\u3088\u3046\u306b\u3001ChatGPT\u306f\u500b\u5225\u5b66\u7fd2\u306e\u88dc\u52a9\u3068\u3057\u3066\u306e\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>3.3 \u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u6d3b\u52d5\u3084\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u88dc\u52a9<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u3001\u30e9\u30a4\u30bf\u30fc\u3084\u30af\u30ea\u30a8\u30a4\u30bf\u30fc\u306b\u3068\u3063\u3066\u3082\u5f37\u529b\u306a\u30d1\u30fc\u30c8\u30ca\u30fc\u3068\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 14pt;\"><strong>\u30b9\u30c8\u30fc\u30ea\u30fc\u4f5c\u6210<\/strong>\uff1a\u5c0f\u8aac\u3084\u7269\u8a9e\u306e\u30a2\u30a4\u30c7\u30a2\u3092\u30d6\u30ec\u30a4\u30f3\u30b9\u30c8\u30fc\u30df\u30f3\u30b0\u3057\u3001\u30d7\u30ed\u30c3\u30c8\u306e\u63d0\u6848\u3084\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u8a2d\u5b9a\u3092\u624b\u52a9\u3051\u3057\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u8a69\u3084\u6b4c\u8a5e\u306e\u4f5c\u6210<\/strong>\uff1a\u611f\u60c5\u3084\u30c6\u30fc\u30de\u306b\u57fa\u3065\u3044\u305f\u8a69\u3084\u6b4c\u8a5e\u3092\u751f\u6210\u3057\u3001\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306a\u8868\u73fe\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u30d6\u30ed\u30b0\u3084\u8a18\u4e8b\u4f5c\u6210<\/strong>\uff1a\u30d6\u30ed\u30b0\u8a18\u4e8b\u306e\u30bf\u30a4\u30c8\u30eb\u6848\u3084\u5c0e\u5165\u6587\u306e\u4f5c\u6210\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u306e\u6642\u9593\u3092\u77ed\u7e2e\u3057\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u811a\u672c\u306e\u30a2\u30a4\u30c7\u30a2\u63d0\u4f9b<\/strong>\uff1a\u6620\u50cf\u3084\u6f14\u5287\u306e\u811a\u672c\u30a2\u30a4\u30c7\u30a2\u3092\u63d0\u793a\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3001\u5275\u9020\u6027\u3092\u5f15\u304d\u51fa\u3059\u305f\u3081\u306e\u30d2\u30f3\u30c8\u3092\u4e0e\u3048\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 14pt;\">\u3000\u3053\u308c\u3089\u306e\u6a5f\u80fd\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30a4\u30c7\u30a2\u306b\u8a70\u307e\u3063\u305f\u3068\u304d\u306e\u7a81\u7834\u53e3\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>3.4 \u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u3084\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3078\u306e\u5fdc\u7528<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u3001\u9867\u5ba2\u5bfe\u5fdc\u306e\u5206\u91ce\u3067\u3082\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 14pt;\"><strong>FAQ\u306e\u81ea\u52d5\u5fdc\u7b54<\/strong>\uff1a\u4e8b\u524d\u306b\u7528\u610f\u3055\u308c\u305f\u8cea\u554f\u3068\u56de\u7b54\u3092\u57fa\u306b\u3001\u9867\u5ba2\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u5bfe\u3057\u3066\u8fc5\u901f\u306b\u5fdc\u7b54\u3057\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u611f\u60c5\u306b\u5bc4\u308a\u6dfb\u3046\u5bfe\u5fdc<\/strong>\uff1a\u9867\u5ba2\u306e\u611f\u60c5\u306b\u5fdc\u3058\u305f\u67d4\u8edf\u306a\u5bfe\u5fdc\u304c\u53ef\u80fd\u3067\u3001\u89aa\u3057\u307f\u3084\u3059\u3044\u4f1a\u8a71\u30b9\u30bf\u30a4\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u591a\u8a00\u8a9e\u5bfe\u5fdc<\/strong>\uff1a\u8907\u6570\u306e\u8a00\u8a9e\u3092\u6271\u3048\u308b\u305f\u3081\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u9867\u5ba2\u5bfe\u5fdc\u306b\u3082\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u4e88\u7d04\u3084\u6ce8\u6587\u306e\u7ba1\u7406<\/strong>\uff1a\u30ec\u30b9\u30c8\u30e9\u30f3\u3084\u30b5\u30ed\u30f3\u306a\u3069\u3067\u306e\u4e88\u7d04\u53d7\u4ed8\u3084\u6ce8\u6587\u306e\u78ba\u8a8d\u3092\u81ea\u52d5\u3067\u884c\u3046\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 14pt;\">\u3000\u3053\u308c\u306b\u3088\u308a\u3001\u9867\u5ba2\u6e80\u8db3\u5ea6\u306e\u5411\u4e0a\u3068\u904b\u55b6\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u3092\u4e21\u7acb\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>3.5 \u533b\u7642\u3084\u6cd5\u5f8b\u306a\u3069\u5c02\u9580\u5206\u91ce\u3078\u306e\u5fdc\u7528<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u3001\u5c02\u9580\u5206\u91ce\u3067\u3082\u305d\u306e\u53ef\u80fd\u6027\u3092\u5e83\u3052\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 14pt;\"><strong>\u533b\u7642<\/strong>\uff1a\u4e00\u822c\u7684\u306a\u5065\u5eb7\u60c5\u5831\u306e\u63d0\u4f9b\u3084\u3001\u75c7\u72b6\u306b\u57fa\u3065\u3044\u305f\u30bb\u30eb\u30d5\u30b1\u30a2\u306e\u30a2\u30c9\u30d0\u30a4\u30b9\u3092\u884c\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u8a3a\u65ad\u3084\u6cbb\u7642\u306e\u6c7a\u5b9a\u306b\u306f\u4eba\u9593\u306e\u5c02\u9580\u5bb6\u304c\u5fc5\u8981\u3067\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u6cd5\u5f8b<\/strong>\uff1a\u6cd5\u5f8b\u7528\u8a9e\u306e\u8aac\u660e\u3084\u3001\u5951\u7d04\u66f8\u306e\u30c9\u30e9\u30d5\u30c8\u4f5c\u6210\u652f\u63f4\u3001\u7c21\u5358\u306a\u6cd5\u5f8b\u6587\u66f8\u306e\u751f\u6210\u306a\u3069\u306b\u5229\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 14pt;\">\u3000\u3053\u308c\u3089\u306e\u5c02\u9580\u5206\u91ce\u3067\u306e\u5fdc\u7528\u306f\u3001\u5c02\u9580\u5bb6\u3068\u306e\u9023\u643a\u306b\u3088\u3063\u3066\u3055\u3089\u306a\u308b\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000\u672c\u7ae0\u3067\u8ff0\u3079\u305f\u3088\u3046\u306b\u3001ChatGPT\u306f\u591a\u69d8\u306a\u9818\u57df\u3067\u306e\u6d3b\u7528\u304c\u9032\u3093\u3067\u304a\u308a\u3001\u4eca\u5f8c\u3082\u3055\u3089\u306b\u5e83\u304c\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6b21\u7ae0\u3067\u306f\u3001ChatGPT\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u8ab2\u984c\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8003\u5bdf\u3057\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>\u7b2c4\u7ae0\uff1aChatGPT\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u8ab2\u984c<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3067\u6d3b\u7528\u3055\u308c\u308b\u4e00\u65b9\u3067\u3001\u5229\u7528\u3059\u308b\u969b\u306b\u306f\u3044\u304f\u3064\u304b\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u8ab2\u984c\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u672c\u7ae0\u3067\u306f\u3001ChatGPT\u306e\u5229\u70b9\u3068\u3001\u305d\u308c\u306b\u4f34\u3046\u8ab2\u984c\u306b\u3064\u3044\u3066\u5177\u4f53\u7684\u306b\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>4.1 ChatGPT\u306e\u30e1\u30ea\u30c3\u30c8<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u306b\u306f\u591a\u304f\u306e\u5229\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<ol>\n<li><span style=\"font-size: 14pt;\"><strong>\u751f\u7523\u6027\u306e\u5411\u4e0a<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u3001\u6587\u7ae0\u306e\u4f5c\u6210\u3001\u8981\u7d04\u3001\u30a2\u30a4\u30c7\u30a2\u306e\u30d6\u30ec\u30a4\u30f3\u30b9\u30c8\u30fc\u30df\u30f3\u30b0\u306a\u3069\u3092\u77ed\u6642\u9593\u3067\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u696d\u52d9\u3084\u5b66\u7fd2\u306e\u52b9\u7387\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059<\/span><span style=\"font-size: 14pt;\">\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>24\u6642\u9593\u5bfe\u5fdc\u306e\u30b5\u30dd\u30fc\u30c8<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000AI\u306f\u5e38\u306b\u7a3c\u50cd\u3057\u3066\u3044\u308b\u305f\u3081\u300124\u6642\u9593365\u65e5\u3044\u3064\u3067\u3082\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u5373\u5ea7\u306b\u5bfe\u5fdc\u3057\u3001\u30b5\u30fc\u30d3\u30b9\u306e\u8cea\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u5e45\u5e83\u3044\u77e5\u8b58\u306e\u63d0\u4f9b<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u81a8\u5927\u306a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u591a\u69d8\u306a\u30c8\u30d4\u30c3\u30af\u306b\u95a2\u3057\u3066\u7d20\u65e9\u304f\u60c5\u5831\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u306e\u67d4\u8edf\u6027<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u8981\u671b\u306b\u5fdc\u3058\u3066\u6587\u7ae0\u306e\u30c8\u30fc\u30f3\u3084\u8868\u73fe\u3092\u5909\u66f4\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30d5\u30a9\u30fc\u30de\u30eb\u306a\u30d3\u30b8\u30cd\u30b9\u6587\u66f8\u304b\u3089\u89aa\u3057\u307f\u3084\u3059\u3044\u30ab\u30b8\u30e5\u30a2\u30eb\u306a\u6587\u7ae0\u307e\u3067\u5e45\u5e83\u3044\u30b9\u30bf\u30a4\u30eb\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u8a00\u8a9e\u306e\u58c1\u3092\u8d85\u3048\u305f\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000\u591a\u8a00\u8a9e\u5bfe\u5fdc\u306e\u80fd\u529b\u3092\u6301\u3064ChatGPT\u306f\u3001\u7570\u306a\u308b\u8a00\u8a9e\u3092\u4f7f\u7528\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u9593\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u5229\u7528\u304c\u4e00\u5c64\u9032\u3080\u3068\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>4.2 ChatGPT\u306e\u8ab2\u984c<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000\u4e00\u65b9\u3067\u3001ChatGPT\u306b\u306f\u3044\u304f\u3064\u304b\u306e\u8ab2\u984c\u3082\u5b58\u5728\u3057\u307e\u3059\u3002<\/span><\/p>\n<ol>\n<li><span style=\"font-size: 14pt;\"><strong>\u8aa4\u60c5\u5831\u306e\u30ea\u30b9\u30af<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306e\u30c7\u30fc\u30bf\u3092\u57fa\u306b\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u5fc5\u305a\u3057\u3082\u6b63\u78ba\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u9593\u9055\u3063\u305f\u60c5\u5831\u3084\u504f\u3063\u305f\u60c5\u5831\u3092\u751f\u6210\u3059\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u305d\u306e\u4fe1\u6191\u6027\u3092\u81ea\u3089\u5224\u65ad\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u502b\u7406\u7684\u306a\u554f\u984c<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u6642\u3068\u3057\u3066\u3001\u5dee\u5225\u7684\u3001\u653b\u6483\u7684\u3001\u307e\u305f\u306f\u4e0d\u9069\u5207\u306a\u8868\u73fe\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u8868\u73fe\u306fAI\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u4f9d\u5b58\u3057\u3066\u304a\u308a\u3001\u502b\u7406\u7684\u306a\u5229\u7528\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u7b56\u5b9a\u3068\u305d\u306e\u9075\u5b88\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u61f8\u5ff5<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000\u30e6\u30fc\u30b6\u30fc\u304c\u5165\u529b\u3057\u305f\u30c7\u30fc\u30bf\u306f\u3001\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u30b5\u30fc\u30d0\u30fc\u4e0a\u306b\u4fdd\u5b58\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u306e\u53d6\u308a\u6271\u3044\u306b\u306f\u5341\u5206\u306a\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002\u591a\u304f\u306e\u4f01\u696d\u3084\u958b\u767a\u8005\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u8b77\u3059\u308b\u305f\u3081\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u30dd\u30ea\u30b7\u30fc\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3092\u5f37\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u6587\u8108\u306e\u8aa4\u89e3<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u6587\u8108\u3092\u5b8c\u5168\u306b\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u96e3\u3057\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u306b\u3001\u3042\u3044\u307e\u3044\u306a\u8868\u73fe\u3084\u6587\u6cd5\u7684\u306b\u66d6\u6627\u306a\u6587\u7ae0\u306b\u5bfe\u3057\u3066\u3001\u9069\u5207\u306a\u5fdc\u7b54\u3092\u751f\u6210\u3067\u304d\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u5834\u5408\u3001\u8aa4\u89e3\u3084\u8aa4\u3063\u305f\u5fdc\u7b54\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u904e\u5ea6\u306a\u4f9d\u5b58\u306e\u30ea\u30b9\u30af<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">AI\u306b\u4f9d\u5b58\u3057\u3059\u304e\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u81ea\u4e3b\u7684\u306a\u601d\u8003\u529b\u3084\u554f\u984c\u89e3\u6c7a\u80fd\u529b\u304c\u4f4e\u4e0b\u3059\u308b\u6050\u308c\u304c\u3042\u308a\u307e\u3059\u3002\u6559\u80b2\u3084\u30d3\u30b8\u30cd\u30b9\u306e\u5834\u9762\u306b\u304a\u3044\u3066\u3082\u3001\u3042\u304f\u307e\u3067\u88dc\u52a9\u7684\u306a\u30c4\u30fc\u30eb\u3068\u3057\u3066ChatGPT\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/span><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>4.3 \u6539\u5584\u306b\u5411\u3051\u305f\u53d6\u308a\u7d44\u307f<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000\u3053\u308c\u3089\u306e\u8ab2\u984c\u306b\u5bfe\u3057\u3066\u3001OpenAI\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u958b\u767a\u8005\u306f\u7d99\u7d9a\u7684\u306b\u6539\u5584\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 14pt;\"><strong>\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u6280\u8853\u306e\u5411\u4e0a<\/strong>\uff1a\u4e0d\u9069\u5207\u306a\u767a\u8a00\u3092\u9632\u3050\u305f\u3081\u306e\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u6280\u8853\u304c\u5c0e\u5165\u3055\u308c\u3066\u304a\u308a\u3001\u4eca\u5f8c\u3082\u3055\u3089\u306b\u6539\u5584\u3055\u308c\u308b\u4e88\u5b9a\u3067\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u4eba\u9593\u306b\u3088\u308b\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306e\u6d3b\u7528<\/strong>\uff1aChatGPT\u306f\u3001\u4eba\u9593\u306e\u8a55\u4fa1\u306b\u57fa\u3065\u3044\u3066\u5fae\u8abf\u6574\u3055\u308c\u3001\u5fdc\u7b54\u306e\u8cea\u3092\u5411\u4e0a\u3055\u305b\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u306e\u5411\u4e0a\u3092\u56f3\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u4fdd\u8b77\u306e\u5f37\u5316<\/strong>\uff1a\u30c7\u30fc\u30bf\u306e\u6697\u53f7\u5316\u3084\u533f\u540d\u5316\u6280\u8853\u306e\u5c0e\u5165\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u4fdd\u8b77\u3082\u9032\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 14pt;\">\u3000\u672c\u7ae0\u3067\u306f\u3001ChatGPT\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u8ab2\u984c\u306b\u3064\u3044\u3066\u8003\u5bdf\u3057\u307e\u3057\u305f\u3002\u4eca\u5f8c\u3001\u3053\u308c\u3089\u306e\u8ab2\u984c\u304c\u89e3\u6c7a\u3055\u308c\u308b\u3053\u3068\u3067\u3001AI\u6280\u8853\u306f\u3055\u3089\u306b\u9032\u5316\u3057\u3001\u3088\u308a\u591a\u304f\u306e\u4eba\u3005\u306b\u3068\u3063\u3066\u5f79\u7acb\u3064\u5b58\u5728\u306b\u306a\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002\u6b21\u7ae0\u3067\u306f\u3001ChatGPT\u304c\u3082\u305f\u3089\u3059\u672a\u6765\u306e\u793e\u4f1a\u306b\u3064\u3044\u3066\u63a2\u308a\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>\u7b2c5\u7ae0\uff1aChatGPT\u304c\u3082\u305f\u3089\u3059\u672a\u6765\u306e\u793e\u4f1a<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u3092\u306f\u3058\u3081\u3068\u3059\u308bAI\u6280\u8853\u306f\u3001\u79c1\u305f\u3061\u306e\u751f\u6d3b\u3084\u793e\u4f1a\u306b\u5927\u304d\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u3066\u3044\u307e\u3059\u3002\u672c\u7ae0\u3067\u306f\u3001ChatGPT\u306e\u666e\u53ca\u304c\u3069\u306e\u3088\u3046\u306b\u672a\u6765\u306e\u793e\u4f1a\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u306e\u304b\u3001\u305d\u306e\u53ef\u80fd\u6027\u3068\u5909\u5316\u306b\u3064\u3044\u3066\u8003\u5bdf\u3057\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>5.1 \u4ed5\u4e8b\u306e\u672a\u6765\u3068AI\u306e\u5f79\u5272<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000AI\u306e\u9032\u5316\u306f\u3001\u79c1\u305f\u3061\u306e\u50cd\u304d\u65b9\u306b\u3082\u5927\u304d\u306a\u5909\u9769\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002\u7279\u306bChatGPT\u306e\u3088\u3046\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u5f62\u3067\u50cd\u304d\u65b9\u3092\u5909\u3048\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/span><\/p>\n<ol>\n<li><span style=\"font-size: 14pt;\"><strong>\u81ea\u52d5\u5316\u3068\u52b9\u7387\u5316<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u3001\u6587\u7ae0\u4f5c\u6210\u3084\u30c7\u30fc\u30bf\u5206\u6790\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306a\u3069\u306e\u696d\u52d9\u3092\u52b9\u7387\u5316\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5358\u8abf\u3067\u53cd\u5fa9\u7684\u306a\u4f5c\u696d\u306fAI\u306b\u4efb\u305b\u3001\u5f93\u696d\u54e1\u306f\u3088\u308a\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u3067\u6226\u7565\u7684\u306a\u696d\u52d9\u306b\u96c6\u4e2d\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306b\u304a\u3044\u3066\u306f\u3001AI\u304c\u521d\u671f\u5bfe\u5fdc\u3092\u884c\u3044\u3001\u8907\u96d1\u306a\u554f\u3044\u5408\u308f\u305b\u3060\u3051\u3092\u4eba\u9593\u304c\u51e6\u7406\u3059\u308b\u3068\u3044\u3046\u5f62\u3067\u3001\u696d\u52d9\u306e\u52b9\u7387\u5316\u304c\u56f3\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u65b0\u3057\u3044\u8077\u696d\u306e\u5275\u51fa<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000AI\u6280\u8853\u304c\u9032\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u5f93\u6765\u306e\u8077\u696d\u304c\u5909\u5316\u3057\u305f\u308a\u3001\u65b0\u305f\u306a\u8077\u696d\u304c\u751f\u307e\u308c\u305f\u308a\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001AI\u30c8\u30ec\u30fc\u30ca\u30fc\u3084AI\u502b\u7406\u76e3\u67fb\u54e1\u3068\u3044\u3063\u305f\u8077\u696d\u304c\u65b0\u305f\u306b\u767b\u5834\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001AI\u3092\u6d3b\u7528\u3057\u305f\u30c7\u30b6\u30a4\u30f3\u3084\u30b3\u30f3\u30c6\u30f3\u30c4\u5236\u4f5c\u306e\u5206\u91ce\u3067\u306f\u3001\u4eba\u9593\u3068AI\u304c\u5354\u529b\u3057\u3066\u65b0\u3057\u3044\u5f62\u306e\u4ed5\u4e8b\u3092\u5275\u51fa\u3057\u3066\u3044\u304f\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u30b9\u30ad\u30eb\u306e\u5909\u5316<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000ChatGPT\u306e\u3088\u3046\u306aAI\u30c4\u30fc\u30eb\u3092\u4f7f\u3044\u3053\u306a\u3059\u305f\u3081\u306b\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u3082\u5909\u5316\u3057\u307e\u3059\u3002\u5f93\u6765\u306e\u8077\u696d\u306b\u304a\u3044\u3066\u3082\u3001AI\u3092\u6d3b\u7528\u3059\u308b\u30b9\u30ad\u30eb\u3084\u3001AI\u3068\u9023\u643a\u3057\u305f\u696d\u52d9\u9042\u884c\u80fd\u529b\u304c\u6c42\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u4eca\u5f8c\u306f\u3001AI\u306e\u7406\u89e3\u3068\u305d\u306e\u6d3b\u7528\u65b9\u6cd5\u304c\u3001\u6559\u80b2\u73fe\u5834\u3084\u8077\u5834\u3067\u91cd\u8981\u306a\u80fd\u529b\u3068\u3057\u3066\u4f4d\u7f6e\u4ed8\u3051\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/span><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>5.2 \u6559\u80b2\u5206\u91ce\u306b\u304a\u3051\u308b\u5909\u9769<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000\u6559\u80b2\u5206\u91ce\u3067\u306f\u3001AI\u304c\u5b66\u7fd2\u306e\u30b9\u30bf\u30a4\u30eb\u3084\u65b9\u6cd5\u3092\u5927\u304d\u304f\u5909\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<ol>\n<li><span style=\"font-size: 14pt;\"><strong>\u500b\u5225\u5316\u3055\u308c\u305f\u5b66\u7fd2<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000ChatGPT\u306e\u3088\u3046\u306aAI\u306f\u3001\u500b\u3005\u306e\u5b66\u7fd2\u8005\u306e\u30da\u30fc\u30b9\u3084\u7406\u89e3\u5ea6\u306b\u5408\u308f\u305b\u305f\u5b66\u7fd2\u30b5\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002AI\u304c\u5b66\u7fd2\u306e\u9032\u6357\u3092\u8ffd\u8de1\u3057\u3001\u5f31\u70b9\u3092\u88dc\u5f37\u3059\u308b\u305f\u3081\u306e\u9069\u5207\u306a\u6559\u6750\u3084\u7df4\u7fd2\u554f\u984c\u3092\u63d0\u6848\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u500b\u5225\u5316\u3055\u308c\u305f\u5b66\u7fd2\u304c\u4fc3\u9032\u3055\u308c\u3001\u5168\u3066\u306e\u751f\u5f92\u306b\u5408\u308f\u305b\u305f\u6559\u80b2\u304c\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u306a\u6559\u80b2<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000AI\u3092\u4f7f\u3063\u305f\u5b66\u7fd2\u306f\u3001\u5730\u7406\u7684\u30fb\u7d4c\u6e08\u7684\u306a\u5236\u7d04\u3092\u8d8a\u3048\u3066\u3001\u4e16\u754c\u4e2d\u306e\u5b66\u7fd2\u8005\u306b\u6559\u80b2\u306e\u6a5f\u4f1a\u3092\u63d0\u4f9b\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002ChatGPT\u306f\u3001\u591a\u8a00\u8a9e\u3067\u306e\u5bfe\u5fdc\u304c\u53ef\u80fd\u3067\u3042\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u80cc\u666f\u3092\u6301\u3064\u5b66\u751f\u306b\u5bfe\u3057\u3066\u5747\u7b49\u306a\u5b66\u7fd2\u652f\u63f4\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u9060\u9694\u5730\u306b\u3044\u308b\u5b66\u751f\u3084\u3001\u6559\u80b2\u6a5f\u4f1a\u304c\u9650\u3089\u308c\u305f\u5730\u57df\u306e\u4eba\u3005\u306b\u3068\u3063\u3066\u3001AI\u306f\u6559\u80b2\u306e\u6249\u3092\u958b\u304f\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u6559\u54e1\u306e\u652f\u63f4<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000\u6559\u5e2b\u306f\u3001\u6388\u696d\u8a08\u753b\u3084\u6559\u6750\u4f5c\u6210\u3001\u500b\u5225\u6307\u5c0e\u306a\u3069\u3001\u591a\u304f\u306e\u696d\u52d9\u3092\u3053\u306a\u3055\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u304c\u3001ChatGPT\u306f\u3053\u308c\u3089\u306e\u696d\u52d9\u306e\u4e00\u90e8\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u6388\u696d\u306e\u8981\u70b9\u3092\u307e\u3068\u3081\u305f\u8cc7\u6599\u4f5c\u6210\u3084\u3001\u5b66\u751f\u304b\u3089\u306e\u4e00\u822c\u7684\u306a\u8cea\u554f\u3078\u306e\u81ea\u52d5\u5fdc\u7b54\u3092AI\u304c\u62c5\u5f53\u3059\u308b\u3053\u3068\u3067\u3001\u6559\u5e2b\u306f\u3088\u308a\u5275\u9020\u7684\u306a\u6559\u80b2\u6d3b\u52d5\u306b\u96c6\u4e2d\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>5.3 \u793e\u4f1a\u7684\u5f71\u97ff\u3068\u502b\u7406\u7684\u306a\u8ab2\u984c<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u3092\u306f\u3058\u3081\u3068\u3059\u308bAI\u6280\u8853\u306e\u666e\u53ca\u306f\u3001\u793e\u4f1a\u5168\u4f53\u306b\u3055\u307e\u3056\u307e\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u307e\u3059\u3002<\/span><\/p>\n<ol>\n<li><span style=\"font-size: 14pt;\"><strong>\u683c\u5dee\u306e\u62e1\u5927<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000AI\u6280\u8853\u306e\u9032\u5316\u306f\u3001\u4e00\u90e8\u306e\u4f01\u696d\u3084\u500b\u4eba\u306b\u5229\u76ca\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u304c\u3001\u305d\u306e\u5c0e\u5165\u304c\u9045\u308c\u305f\u4f01\u696d\u3084\u5730\u57df\u3067\u306f\u3001\u6280\u8853\u7684\u306a\u683c\u5dee\u304c\u5e83\u304c\u308b\u6050\u308c\u3082\u3042\u308a\u307e\u3059\u3002\u7279\u306b\u3001AI\u3092\u6d3b\u7528\u3057\u305f\u52b4\u50cd\u5e02\u5834\u306e\u5909\u5316\u306b\u3088\u308a\u3001\u65e2\u5b58\u306e\u30b9\u30ad\u30eb\u304c\u4fa1\u5024\u3092\u5931\u3044\u3001\u518d\u6559\u80b2\u304c\u6c42\u3081\u3089\u308c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u793e\u4f1a\u7684\u306a\u683c\u5dee\u304c\u3055\u3089\u306b\u6df1\u523b\u5316\u3059\u308b\u30ea\u30b9\u30af\u304c\u751f\u3058\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u502b\u7406\u7684\u306a\u554f\u984c<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000AI\u6280\u8853\u306e\u5229\u7528\u304c\u5e83\u304c\u308b\u4e2d\u3067\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306e\u4fb5\u5bb3\u3084\u3001AI\u306b\u3088\u308b\u5dee\u5225\u7684\u306a\u5224\u65ad\u3001\u60aa\u7528\u306e\u30ea\u30b9\u30af\u304c\u554f\u984c\u3068\u306a\u308a\u307e\u3059\u3002\u7279\u306bChatGPT\u306e\u3088\u3046\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u306b\u5bfe\u3057\u3066\u4e88\u6e2c\u3092\u884c\u3046\u305f\u3081\u3001\u8aa4\u3063\u305f\u60c5\u5831\u3092\u62e1\u6563\u3057\u305f\u308a\u3001\u4e0d\u9069\u5207\u306a\u5fdc\u7b54\u3092\u751f\u6210\u3057\u305f\u308a\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u5bfe\u3059\u308b\u502b\u7406\u7684\u306a\u5bfe\u7b56\u3068\u3057\u3066\u3001AI\u306b\u5bfe\u3059\u308b\u898f\u5236\u3084\u76e3\u67fb\u3001\u900f\u660e\u6027\u306e\u78ba\u4fdd\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>AI\u3068\u4eba\u9593\u306e\u5171\u751f<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000\u672a\u6765\u306e\u793e\u4f1a\u3067\u306f\u3001AI\u3068\u4eba\u9593\u304c\u5354\u529b\u3057\u3066\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u5834\u9762\u304c\u5897\u3048\u308b\u3068\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002AI\u306f\u3042\u304f\u307e\u3067\u88dc\u52a9\u7684\u306a\u30c4\u30fc\u30eb\u3067\u3042\u308a\u3001\u6700\u7d42\u7684\u306a\u5224\u65ad\u306f\u4eba\u9593\u304c\u884c\u3046\u3079\u304d\u3067\u3059\u3002AI\u3068\u306e\u5171\u751f\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u306f\u3001AI\u306e\u502b\u7406\u7684\u4f7f\u7528\u3092\u78ba\u7acb\u3057\u3001\u4eba\u9593\u3089\u3057\u3044\u4fa1\u5024\u89b3\u3092\u53cd\u6620\u3057\u305f\u5f62\u3067AI\u3092\u6d3b\u7528\u3057\u3066\u3044\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/span><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>5.4 \u672a\u6765\u3078\u306e\u5c55\u671b<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000\u4eca\u5f8c\u3001ChatGPT\u3092\u306f\u3058\u3081\u3068\u3059\u308bAI\u6280\u8853\u306f\u3001\u307e\u3059\u307e\u3059\u793e\u4f1a\u306e\u4e2d\u3067\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u304f\u3067\u3057\u3087\u3046\u3002\u305d\u306e\u5f71\u97ff\u306f\u3001\u79c1\u305f\u3061\u306e\u4ed5\u4e8b\u3084\u751f\u6d3b\u306e\u4ed5\u65b9\u3001\u6559\u80b2\u306e\u3042\u308a\u65b9\u306b\u5927\u304d\u306a\u5909\u5316\u3092\u3082\u305f\u3089\u3059\u3068\u540c\u6642\u306b\u3001\u65b0\u305f\u306a\u8ab2\u984c\u3084\u502b\u7406\u7684\u306a\u554f\u984c\u3082\u6d6e\u304d\u5f6b\u308a\u306b\u3057\u307e\u3059\u3002\u672a\u6765\u306b\u5411\u3051\u3066\u3001AI\u6280\u8853\u3092\u9069\u5207\u306b\u5229\u7528\u3057\u3001\u793e\u4f1a\u5168\u4f53\u306b\u3068\u3063\u3066\u6709\u76ca\u306a\u5f62\u3067\u9032\u5316\u3055\u305b\u3066\u3044\u304f\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>\u7b2c6\u7ae0\uff1aChatGPT\u306e\u4eca\u5f8c\u3068\u5c55\u671b<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u3001\u73fe\u5728\u3082\u6025\u901f\u306b\u9032\u5316\u3092\u7d9a\u3051\u3001\u79c1\u305f\u3061\u306e\u751f\u6d3b\u306b\u591a\u5927\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u308c\u304b\u3089\u3055\u3089\u306b\u3069\u306e\u3088\u3046\u306a\u9032\u5c55\u304c\u671f\u5f85\u3055\u308c\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u672c\u7ae0\u3067\u306f\u3001ChatGPT\u306e\u4eca\u5f8c\u306e\u767a\u5c55\u65b9\u5411\u3068\u3001\u305d\u308c\u304c\u3082\u305f\u3089\u3059\u53ef\u80fd\u6027\u306b\u3064\u3044\u3066\u63a2\u308a\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>6.1 ChatGPT\u306e\u6280\u8853\u7684\u9032\u5316<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u306e\u4eca\u5f8c\u306e\u9032\u5316\u306b\u306f\u3001\u4e3b\u306b\u4ee5\u4e0b\u306e\u70b9\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/span><\/p>\n<ol>\n<li><span style=\"font-size: 14pt;\"><strong>\u7406\u89e3\u529b\u306e\u5411\u4e0a<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000\u73fe\u5728\u306eChatGPT\u306f\u3001\u6587\u8108\u3092\u7406\u89e3\u3059\u308b\u80fd\u529b\u306b\u9650\u754c\u304c\u3042\u308a\u307e\u3059\u3002\u4eca\u5f8c\u3001\u3055\u3089\u306b\u6587\u8108\u3092\u6df1\u304f\u7406\u89e3\u3057\u3001\u3088\u308a\u81ea\u7136\u306a\u4f1a\u8a71\u3092\u884c\u3046\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u4f1a\u8a71\u306e\u9014\u4e2d\u3067\u8a71\u984c\u304c\u5909\u308f\u3063\u305f\u308a\u3001\u8907\u96d1\u306a\u72b6\u6cc1\u304c\u6301\u3061\u8fbc\u307e\u308c\u305f\u5834\u5408\u3067\u3082\u3001\u305d\u306e\u5168\u4f53\u306e\u6d41\u308c\u3092\u6b63\u78ba\u306b\u7406\u89e3\u3057\u3001\u9069\u5207\u306a\u8fd4\u7b54\u3092\u884c\u3046\u80fd\u529b\u304c\u5411\u4e0a\u3059\u308b\u3067\u3057\u3087\u3046\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u3068\u306e\u5bfe\u8a71\u304c\u3088\u308a\u30b9\u30e0\u30fc\u30ba\u306b\u306a\u308a\u3001\u5b9f\u751f\u6d3b\u306b\u5373\u3057\u305f\u5f62\u3067\u306e\u5229\u7528\u304c\u9032\u3080\u3068\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u611f\u60c5\u306e\u8a8d\u8b58\u3068\u5171\u611f<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000\u4eca\u5f8c\u306e\u6280\u8853\u9032\u5316\u306b\u3088\u3063\u3066\u3001AI\u304c\u30e6\u30fc\u30b6\u30fc\u306e\u611f\u60c5\u3092\u3088\u308a\u7684\u78ba\u306b\u8a8d\u8b58\u3057\u3001\u305d\u308c\u306b\u57fa\u3065\u3044\u3066\u5171\u611f\u7684\u306a\u5bfe\u5fdc\u3092\u884c\u3048\u308b\u3088\u3046\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u56f0\u3063\u3066\u3044\u308b\u5834\u5408\u306b\u306f\u6170\u3081\u306e\u8a00\u8449\u3092\u304b\u3051\u305f\u308a\u3001\u5b09\u3057\u3044\u30cb\u30e5\u30fc\u30b9\u3092\u5171\u6709\u3057\u305f\u3068\u304d\u306b\u306f\u4e00\u7dd2\u306b\u559c\u3093\u3060\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002\u3053\u306e\u3088\u3046\u306a\u611f\u60c5\u8a8d\u8b58\u306e\u5411\u4e0a\u306f\u3001AI\u3068\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u3088\u308a\u4eba\u9593\u3089\u3057\u304f\u3001\u5fc3\u5730\u3088\u3044\u3082\u306e\u306b\u3059\u308b\u3067\u3057\u3087\u3046\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u5b66\u7fd2\u80fd\u529b\u306e\u5f37\u5316<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u3001\u73fe\u5728\u3067\u3082\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u5143\u306b\u5b66\u7fd2\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u4eca\u5f8c\u306f\u3055\u3089\u306b\u500b\u5225\u306e\u30e6\u30fc\u30b6\u30fc\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u305f\u5b66\u7fd2\u3092\u884c\u3046\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u304c\u3069\u306e\u3088\u3046\u306a\u30c8\u30d4\u30c3\u30af\u3092\u597d\u307f\u3001\u3069\u306e\u3088\u3046\u306a\u60c5\u5831\u3092\u6c42\u3081\u3066\u3044\u308b\u306e\u304b\u3092\u5b66\u7fd2\u3057\u3001\u3088\u308a\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u4f53\u9a13\u3092\u63d0\u4f9b\u3059\u308b\u80fd\u529b\u304c\u9ad8\u307e\u308b\u3067\u3057\u3087\u3046\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5404\u500b\u4eba\u306b\u3068\u3063\u3066\u6709\u7528\u3067\u9b45\u529b\u7684\u306a\u5fdc\u7b54\u3092\u63d0\u4f9b\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u306f\u305a\u3067\u3059\u3002<\/span><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>6.2 \u65b0\u305f\u306a\u5229\u7528\u30b1\u30fc\u30b9\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u306e\u9032\u5316\u306b\u3088\u308a\u3001\u4eca\u5f8c\u65b0\u305f\u306a\u5229\u7528\u30b1\u30fc\u30b9\u304c\u767b\u5834\u3059\u308b\u3053\u3068\u304c\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u307e\u3067\u306e\u30d3\u30b8\u30cd\u30b9\u3001\u6559\u80b2\u3001\u5275\u4f5c\u6d3b\u52d5\u306b\u52a0\u3048\u3066\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u65b0\u3057\u3044\u5206\u91ce\u3078\u306e\u5fdc\u7528\u304c\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/span><\/p>\n<ol>\n<li><span style=\"font-size: 14pt;\"><strong>\u533b\u7642\u5206\u91ce\u306e\u9032\u5c55<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u3001\u73fe\u72b6\u3067\u306f\u4e3b\u306b\u5065\u5eb7\u306b\u95a2\u3059\u308b\u4e00\u822c\u7684\u306a\u60c5\u5831\u63d0\u4f9b\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u4eca\u5f8c\u306f\u533b\u7642\u306e\u73fe\u5834\u3067\u3082\u3088\u308a\u6df1\u304f\u6d3b\u7528\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u75c7\u72b6\u306b\u57fa\u3065\u3044\u305f\u521d\u671f\u8a3a\u65ad\u306e\u30b5\u30dd\u30fc\u30c8\u3084\u3001\u60a3\u8005\u3078\u306e\u7cbe\u795e\u7684\u30b5\u30dd\u30fc\u30c8\u3092\u884c\u3046AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u3057\u3066\u306e\u5229\u7528\u304c\u9032\u3080\u3067\u3057\u3087\u3046\u3002\u305f\u3060\u3057\u3001\u8a3a\u65ad\u3084\u6cbb\u7642\u306f\u3042\u304f\u307e\u3067\u533b\u5e2b\u306e\u5224\u65ad\u304c\u6c42\u3081\u3089\u308c\u308b\u305f\u3081\u3001\u3042\u304f\u307e\u3067\u88dc\u52a9\u7684\u306a\u5f79\u5272\u3092\u679c\u305f\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u6cd5\u5f8b\u5206\u91ce\u3067\u306e\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000\u6cd5\u5f8b\u306b\u95a2\u3059\u308b\u8cea\u554f\u3084\u5951\u7d04\u66f8\u4f5c\u6210\u306e\u652f\u63f4\u306a\u3069\u3001ChatGPT\u304c\u6cd5\u5f8b\u5206\u91ce\u3067\u3082\u6709\u7528\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u5c02\u9580\u7684\u306a\u6cd5\u5f8b\u77e5\u8b58\u3092\u57fa\u306b\u3001\u30e6\u30fc\u30b6\u30fc\u306b\u308f\u304b\u308a\u3084\u3059\u304f\u8aac\u660e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u65e5\u5e38\u7684\u306a\u6cd5\u7684\u30a2\u30c9\u30d0\u30a4\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u5b58\u5728\u3068\u3057\u3066\u6d3b\u8e8d\u3059\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u91cd\u5927\u306a\u6cd5\u7684\u5224\u65ad\u306b\u306f\u5c02\u9580\u5bb6\u306e\u95a2\u4e0e\u304c\u5fc5\u8981\u3067\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u5275\u9020\u6027\u306e\u5411\u4e0a\u3068\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000ChatGPT\u306f\u3001\u30b9\u30c8\u30fc\u30ea\u30fc\u4f5c\u6210\u3084\u8a69\u306e\u751f\u6210\u3068\u3044\u3063\u305f\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306a\u5206\u91ce\u3067\u3082\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u4eca\u5f8c\u306f\u3055\u3089\u306b\u9032\u5316\u3057\u3001\u30a2\u30fc\u30c6\u30a3\u30b9\u30c8\u3084\u4f5c\u5bb6\u3068\u5171\u540c\u4f5c\u696d\u3092\u884c\u3046\u30c4\u30fc\u30eb\u3068\u3057\u3066\u306e\u5f79\u5272\u304c\u5f37\u5316\u3055\u308c\u308b\u3067\u3057\u3087\u3046\u3002\u305f\u3068\u3048\u3070\u3001\u7d75\u753b\u3084\u97f3\u697d\u306e\u5236\u4f5c\u306b\u304a\u3044\u3066\u3082\u3001AI\u304c\u30a2\u30a4\u30c7\u30a2\u3092\u63d0\u4f9b\u3057\u3001\u30af\u30ea\u30a8\u30a4\u30bf\u30fc\u3068\u5354\u529b\u3057\u3066\u65b0\u3057\u3044\u4f5c\u54c1\u3092\u751f\u307f\u51fa\u3059\u624b\u52a9\u3051\u3092\u3059\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 14pt;\"><strong>\u4eee\u60f3\u73fe\u5b9f\u3068\u306e\u7d71\u5408<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000\u4eee\u60f3\u73fe\u5b9f\uff08VR\uff09\u3084\u62e1\u5f35\u73fe\u5b9f\uff08AR\uff09\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001ChatGPT\u306f\u3001\u3088\u308a\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u6ca1\u5165\u611f\u306e\u3042\u308b\u4f53\u9a13\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u4eee\u60f3\u7a7a\u9593\u5185\u3067\u4ed6\u306e\u30e6\u30fc\u30b6\u30fc\u3068\u4f1a\u8a71\u3092\u3059\u308b\u969b\u306b\u3001ChatGPT\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u7ffb\u8a33\u3092\u884c\u3063\u305f\u308a\u3001\u5468\u56f2\u306e\u72b6\u6cc1\u306b\u5fdc\u3058\u305f\u5fdc\u7b54\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u6280\u8853\u306f\u3001\u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30e1\u30f3\u30c8\u3084\u6559\u80b2\u306e\u5206\u91ce\u3067\u3082\u5927\u304d\u306a\u9032\u5c55\u3092\u9042\u3052\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/span><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 14pt;\"><strong>6.3 \u793e\u4f1a\u3068\u502b\u7406\u306e\u9032\u5c55\u3068\u8ab2\u984c<\/strong><\/span><\/p>\n<p><span style=\"font-size: 14pt;\">\u3000ChatGPT\u306e\u767a\u5c55\u306b\u4f34\u3044\u3001\u793e\u4f1a\u3068\u502b\u7406\u306b\u95a2\u3059\u308b\u554f\u984c\u306b\u3082\u53d6\u308a\u7d44\u3080\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4eca\u5f8c\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8ab2\u984c\u304c\u91cd\u8981\u306a\u7126\u70b9\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/span><\/p>\n<ol>\n<li><span style=\"font-size: 14pt;\"><strong>\u502b\u7406\u898f\u7bc4\u306e\u78ba\u7acb<\/strong><\/span><br \/>\n<span style=\"font-size: 14pt;\">\u3000AI\u304c\u307e\u3059\u307e\u3059\u9ad8\u5ea6\u5316\u3059\u308b\u4e2d\u3067\u3001\u305d\u306e\u4f7f\u7528\u306b\u95a2\u3059\u308b\u502b\u7406\u898f\u7bc4\u3092\u78ba\u7acb\u3059\u308b\u3053\u3068\u304c\u6025\u52d9\u3068\u306a\u308a\u307e\u3059\u3002AI\u306e\u8aa4\u3063\u305f\u5229\u7528\u3084\u4e0d\u6b63\u78ba\u306a\u60c5\u5831\u306e\u62e1\u6563\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306e\u4fb5\u5bb3\u3068\u3044\u3063\u305f\u554f\u984c\u306b\u5bfe\u3057\u3066\u3001\u3069\u306e\u3088\u3046\u306a\u30eb\u30fc\u30eb\u3092\u8a2d\u3051\u308b\u3079\u304d\u304b\u3001\u793e\u4f1a\u5168\u4f53\u3067\u8b70\u8ad6\u3092\u91cd\u306d\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4f01\u696d\u3084\u653f\u5e9c\u304c\u5354\u529b\u3057\u3001AI\u306e\u5b89\u5168\u3067\u502b\u7406\u7684\u306a\u5229\u7528\u3092\u4fc3\u9032\u3059\u308b\u305f\u3081\u306e\u67a0\u7d44\u307f\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-size: 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