{"id":6788,"date":"2026-02-06T09:42:50","date_gmt":"2026-02-06T00:42:50","guid":{"rendered":"https:\/\/techfun.cc\/?p=6788"},"modified":"2026-02-06T09:42:50","modified_gmt":"2026-02-06T00:42:50","slug":"ai-basics-terms-expectations","status":"publish","type":"post","link":"https:\/\/techfun.cc\/generative-ai\/ai-basics-terms-expectations.html","title":{"rendered":"\u306f\u3058\u3081\u3066\u306e\u4eba\u306e\u305f\u3081\u306e\uff1aAI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30fb\u7d71\u8a08\u30fb\u751f\u6210AI\u30fbAGI\u306e\u9055\u3044\u3068\u3001\u671f\u5f85\u5024\u306e\u7f6e\u304d\u65b9"},"content":{"rendered":"<h3 id=\"section-1\" class=\"Heading Title Title--m\">\u306f\u3058\u3081\u306b<\/h3>\n<p>\u300cAI\u3092\u5165\u308c\u305f\u3044\u300d\u300cAI\u306b\u4e88\u6e2c\u3055\u305b\u305f\u3044\u300d\u300cAI\u3067\u691c\u54c1\u306e\u7cbe\u5ea6\u3092\u4e0a\u3052\u305f\u3044\u300d<br \/>\n\u3053\u306e\u76f8\u8ac7\u3001\u3053\u3053\u6570\u5e74\u3067\u672c\u5f53\u306b\u5897\u3048\u307e\u3057\u305f\u3002<br \/>\n\u305f\u3060\u3001\u73fe\u5834\u3067\u3088\u304f\u8d77\u304d\u308b\u306e\u304c<strong>\u300cAI\u300d\u3068\u3044\u3046\u8a00\u8449\u304c\u5927\u304d\u3059\u304e\u3066\u3001\u4f1a\u8a71\u304c\u565b\u307f\u5408\u308f\u306a\u3044\u554f\u984c<\/strong>\u3067\u3059\u3002\u540c\u3058\u300cAI\u300d\u3068\u3044\u3046\u5358\u8a9e\u3092\u4f7f\u3063\u3066\u3044\u308b\u306e\u306b\u3001\u982d\u306e\u4e2d\u3067\u60f3\u50cf\u3057\u3066\u3044\u308b\u3082\u306e\u304c\u30d0\u30e9\u30d0\u30e9\u306a\u3093\u3067\u3059\u306d\u3002<br \/>\n\u767a\u6ce8\u5074\u304c\u300cAI\u3067\u306a\u3093\u3068\u304b\u3057\u3066\u300d\u3068\u8a00\u3044\u3001\u53d7\u6ce8\u5074\u304c\u300c\uff08\u3069\u306eAI\u306e\u8a71\u3060\u308d\u3046\u2026\uff09\u306f\u3044\u3001\u304c\u3093\u3070\u308a\u307e\u3059\u300d\u3068\u7b54\u3048\u308b\u3002\u305d\u3057\u3066\u73fe\u5834\u3067\u306f\u3001\u4f55\u304c\u3067\u304d\u308b\u306e\u304b\u5206\u304b\u3089\u306a\u3044\u307e\u307e\u9032\u3093\u3067\u3001\u5f8c\u3067\u708e\u4e0a\u3059\u308b\u3002\u3053\u308c\u3001\u672c\u5f53\u306b\u3088\u304f\u898b\u307e\u3059\u3002<br \/>\n\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001AGI\u30fbAI\u30fb\u751f\u6210AI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30fb\u7d71\u8a08\u3092<strong>\u5b9f\u969b\u306b\u624b\u3092\u52d5\u304b\u3057\u306a\u304c\u3089\u533a\u5225\u3067\u304d\u308b<\/strong>\u30ec\u30d9\u30eb\u3067\u6574\u7406\u3057\u307e\u3059\u3002\u30b3\u30fc\u30c9\u4f8b\u3082\u4ea4\u3048\u3066\u300c\u306a\u308b\u307b\u3069\u3001\u3053\u3046\u9055\u3046\u306e\u304b\u300d\u3092\u4f53\u611f\u3057\u3066\u3082\u3089\u3048\u308b\u5185\u5bb9\u3092\u76ee\u6307\u3057\u307e\u3057\u305f\u3002<\/p>\n<h3 id=\"section-2\" class=\"Heading Title Title--m\">\u307e\u305a\u5168\u4f53\u50cf\uff1a5\u3064\u306e\u8a00\u8449\u306e\u95a2\u4fc2\u3092\u56f3\u3067\u898b\u308b<\/h3>\n<p>\u6700\u521d\u306b\u3001\u3053\u308c\u3089\u306e\u8a00\u8449\u304c\u3069\u3046\u3044\u3046\u95a2\u4fc2\u306b\u3042\u308b\u306e\u304b\u3092\u56f3\u3067\u793a\u3057\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/02\/relation-overall.png\" alt=\"5\u3064\u306e\u8a00\u8449\u306e\u95a2\u4fc2\" class=\"content_img\" \/><\/p>\n<p>\u30dd\u30a4\u30f3\u30c8\u306f2\u3064\u3067\u3059\u3002<\/p>\n<ol class=\"Base-list Base-list--ol\">\n<li class=\"Base-list__child\">\n        <strong>AI\u306f\u300c\u5927\u304d\u306a\u7bb1\u300d<\/strong>\u3067\u3042\u308a\u3001\u305d\u306e\u4e2d\u306b\u6a5f\u68b0\u5b66\u7fd2\u304c\u3042\u308a\u3001\u3055\u3089\u306b\u305d\u306e\u4e2d\u306b\u751f\u6210AI\u304c\u3042\u308b\n    <\/li>\n<li class=\"Base-list__child\">\n        <strong>\u7d71\u8a08\u306fAI\u3068\u306f\u5225\u7269<\/strong>\u3060\u304c\u3001\u6a5f\u68b0\u5b66\u7fd2\u3068\u91cd\u306a\u308b\u90e8\u5206\u3082\u591a\u3044\n    <\/li>\n<\/ol>\n<p>\u3067\u306f\u3001\u305d\u308c\u305e\u308c\u3092\u5177\u4f53\u7684\u306b\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3 id=\"section-3\" class=\"Heading Title Title--m\">5\u3064\u306e\u8a00\u8449\u3092\u3001\u3082\u3046\u5c11\u3057\u4e01\u5be7\u306b<\/h3>\n<h4 id=\"section-3-1\" class=\"Heading Title Title--s\">\u7d71\u8a08\uff1a\u30c7\u30fc\u30bf\u306e\u300c\u50be\u5411\u3092\u3064\u304b\u3080\u30fb\u8aac\u660e\u3059\u308b\u300d<\/h4>\n<p>\u7d71\u8a08\u306f\u3001\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u3066\u300c\u4f55\u304c\u8d77\u304d\u3066\u3044\u308b\u304b\u300d\u3092\u628a\u63e1\u3059\u308b\u305f\u3081\u306e\u624b\u6cd5\u3067\u3059\u3002<br \/>\n\u305f\u3068\u3048\u3070\u300c\u5148\u6708\u306e\u58f2\u4e0a\u306f\u3044\u304f\u3089\u3060\u3063\u305f\uff1f\u300d\u300c\u3069\u306e\u66dc\u65e5\u304c\u4e00\u756a\u58f2\u308c\u308b\uff1f\u300d\u300cA\u3068B\u3067\u5dee\u304c\u3042\u308b\u306e\u306f\u5076\u7136\uff1f\u300d\u3068\u3044\u3063\u305f\u554f\u3044\u306b\u7b54\u3048\u307e\u3059\u3002<br \/>\n<strong>\u3088\u304f\u3042\u308b\u4f7f\u3044\u65b9\uff1a<\/strong>\u58f2\u4e0a\u306e\u6708\u5225\u63a8\u79fb\u3001\u76f8\u95a2\u5206\u6790\u3001A\/B\u30c6\u30b9\u30c8\u306e\u5224\u5b9a<br \/>\n<strong>\u3088\u304f\u3042\u308b\u52d8\u9055\u3044\uff1a<\/strong>Excel\u3067\u96c6\u8a08\u3057\u305f\u3060\u3051\u306a\u306e\u306b\u300cAI\u304c\u4e88\u6e2c\u3057\u305f\u300d\u3068\u8a00\u3063\u3066\u3057\u307e\u3046<\/p>\n<h4 id=\"section-3-2\" class=\"Heading Title Title--s\">\u6a5f\u68b0\u5b66\u7fd2\uff1a\u30c7\u30fc\u30bf\u304b\u3089\u300c\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u3093\u3067\u5f53\u3066\u306b\u3044\u304f\u300d<\/h4>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3092\u6e21\u3059\u3068\u3001\u305d\u3053\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3092\u898b\u3064\u3051\u51fa\u3057\u3001\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u4e88\u6e2c\u3084\u5206\u985e\u3092\u884c\u3044\u307e\u3059\u3002<br \/>\n\u305f\u3068\u3048\u3070\u300c\u904e\u53bb3\u5e74\u5206\u306e\u58f2\u4e0a\u30c7\u30fc\u30bf\u3092\u6e21\u3059\u3068\u3001\u6765\u6708\u306e\u58f2\u4e0a\u3092\u4e88\u6e2c\u3059\u308b\u6570\u5f0f\u3092\u81ea\u52d5\u3067\u4f5c\u3063\u3066\u304f\u308c\u308b\u300d\u3068\u3044\u3046\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u3002\u4eba\u9593\u304c\u30eb\u30fc\u30eb\u3092\u66f8\u304f\u306e\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u304b\u3089\u6a5f\u68b0\u304c\u30eb\u30fc\u30eb\u3092\u898b\u3064\u3051\u51fa\u3059\u3068\u3053\u308d\u304c\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<br \/>\n<strong>\u3088\u304f\u3042\u308b\u4f7f\u3044\u65b9\uff1a<\/strong>\u9700\u8981\u4e88\u6e2c\u3001\u7570\u5e38\u691c\u77e5\u3001\u753b\u50cf\u5206\u985e\uff08\u691c\u54c1\u306a\u3069\uff09<br \/>\n<strong>\u3088\u304f\u3042\u308b\u52d8\u9055\u3044\uff1a<\/strong>\u30c7\u30fc\u30bf\u304c\u306a\u304f\u3066\u3082\u5b66\u7fd2\u3067\u304d\u308b\u3068\u601d\u3063\u3066\u3057\u307e\u3046\uff08\u30c7\u30fc\u30bf\u304c\u306a\u3044\u3068\u4f55\u3082\u59cb\u307e\u3089\u306a\u3044\uff09<\/p>\n<h4 id=\"section-3-3\" class=\"Heading Title Title--s\">\u751f\u6210AI\uff1a\u6587\u7ae0\u3084\u753b\u50cf\u306e\u300c\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u300d\u306e\u304c\u5f97\u610f<\/h4>\n<p>\u751f\u6210AI\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u4e00\u7a2e\u3067\u3001\u6587\u7ae0\u30fb\u753b\u50cf\u30fb\u97f3\u58f0\u306a\u3069\u3092\u300c\u751f\u6210\u300d\u3059\u308b\u3053\u3068\u306b\u7279\u5316\u3057\u3066\u3044\u307e\u3059\u3002ChatGPT\u3084Gemini\u3001Claude\u304c\u3053\u308c\u306b\u5f53\u305f\u308a\u307e\u3059\u3002<br \/>\n\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u300c\u6b21\u306b\u6765\u305d\u3046\u306a\u8a00\u8449\u300d\u3092\u5b66\u7fd2\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u81ea\u7136\u306a\u6587\u7ae0\u3092\u4f5c\u308b\u306e\u304c\u5f97\u610f\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u300c\u4e8b\u5b9f\u304b\u3069\u3046\u304b\u300d\u3092\u5224\u65ad\u3059\u308b\u4ed5\u7d44\u307f\u306f\u6301\u3063\u3066\u3044\u307e\u305b\u3093\u3002<br \/>\n<strong>\u3088\u304f\u3042\u308b\u4f7f\u3044\u65b9\uff1a<\/strong>\u8981\u7d04\u3001\u30e1\u30fc\u30eb\u306e\u4e0b\u66f8\u304d\u3001\u793e\u5185QA\u306e\u4e00\u6b21\u56de\u7b54\u3001\u30a2\u30a4\u30c7\u30a2\u51fa\u3057<br \/>\n<strong>\u3088\u304f\u3042\u308b\u52d8\u9055\u3044\uff1a<\/strong>\u4e8b\u5b9f\u3092\u4fdd\u8a3c\u3057\u3066\u304f\u308c\u308b\u3001\u9593\u9055\u308f\u306a\u3044\u3068\u601d\u3063\u3066\u3057\u307e\u3046\uff08\u5fc5\u305a\u4eba\u9593\u304c\u78ba\u8a8d\u3059\u308b\u524d\u63d0\u3067\u4f7f\u3046\uff09<\/p>\n<h4 id=\"section-3-4\" class=\"Heading Title Title--s\">AI\uff1a\u300c\u8ce2\u305d\u3046\u306a\u3053\u3068\u3092\u3059\u308b\u6280\u8853\u300d\u306e\u7dcf\u79f0<\/h4>\n<p>AI\u306f\u975e\u5e38\u306b\u5e83\u3044\u8a00\u8449\u3067\u3001\u6a5f\u68b0\u5b66\u7fd2\u3082\u751f\u6210AI\u3082\u3001\u3055\u3089\u306b\u306f\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u81ea\u52d5\u5224\u5b9a\uff08if-then\u3067\u52d5\u304f\u3082\u306e\uff09\u3082\u542b\u307f\u307e\u3059\u3002<br \/>\n\u300cAI\u3067\u3007\u3007\u3057\u305f\u3044\u300d\u3068\u8a00\u308f\u308c\u305f\u3068\u304d\u3001\u8a71\u3057\u624b\u304c\u4f55\u3092\u60f3\u50cf\u3057\u3066\u3044\u308b\u304b\u306f\u30d0\u30e9\u30d0\u30e9\u3067\u3059\u3002\u3060\u304b\u3089\u6700\u521d\u306b\u300c\u3069\u306eAI\u306e\u8a71\u3067\u3059\u304b\uff1f\u300d\u3068\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u5927\u4e8b\u3067\u3059\u3002<br \/>\n<strong>\u3088\u304f\u3042\u308b\u52d8\u9055\u3044\uff1a<\/strong>AI\uff1d\u751f\u6210AI\uff08ChatGPT\u7684\u306a\u3082\u306e\uff09\u3060\u3068\u601d\u3046<\/p>\n<h4 id=\"section-3-5\" class=\"Heading Title Title--s\">AGI\uff1a\u300c\u4eba\u9593\u307f\u305f\u3044\u306b\u4f55\u3067\u3082\u3067\u304d\u308b\u77e5\u80fd\u300d\uff08\u307e\u3060\u5b58\u5728\u3057\u306a\u3044\uff09<\/h4>\n<p>AGI\u306f\u3001\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u3067\u306f\u306a\u304f\u3001\u4eba\u9593\u306e\u3088\u3046\u306b\u3042\u3089\u3086\u308b\u77e5\u7684\u4f5c\u696d\u3092\u3053\u306a\u305b\u308b\u6c4e\u7528\u7684\u306a\u77e5\u80fd\u3092\u6307\u3057\u307e\u3059\u3002<br \/>\n\u73fe\u6642\u70b9\u3067\u306f\u7814\u7a76\u76ee\u6a19\u3067\u3042\u308a\u3001\u5b9f\u7528\u5316\u3055\u308c\u305f\u3082\u306e\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u300cAGI\u304c\u6765\u305f\u3089\u5168\u90e8\u81ea\u52d5\u5316\u3067\u304d\u308b\u300d\u3068\u3044\u3046\u671f\u5f85\u306f\u307e\u3060\u65e9\u3044\u3067\u3059\u3002<br \/>\n<strong>\u3088\u304f\u3042\u308b\u52d8\u9055\u3044\uff1a<\/strong>\u3044\u307e\u4f7f\u3063\u3066\u3044\u308bAI\u304cAGI\u3060\u3068\u601d\u3063\u3066\u3057\u307e\u3046<\/p>\n<h3 id=\"section-4\" class=\"Heading Title Title--m\">\u9006\u5f15\u304d\uff1a\u300c\u3084\u308a\u305f\u3044\u3053\u3068\u300d\u304b\u3089\u6280\u8853\u3092\u9078\u3076<\/h3>\n<p>\u300cAI\u3067\u3007\u3007\u3057\u305f\u3044\u300d\u3092\u3001\u3082\u3046\u5c11\u3057\u3060\u3051\u5177\u4f53\u5316\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u3084\u308a\u305f\u3044\u3053\u3068<\/th>\n<th>\u307e\u305a\u691c\u8a0e\u3059\u308b\u6280\u8853<\/th>\n<th>\u88dc\u8db3<\/th>\n<\/tr>\n<tr>\n<td>\u8cc7\u6599\u3084\u30e1\u30fc\u30eb\u3092\u3044\u3044\u611f\u3058\u306b\u66f8\u3044\u3066\u307b\u3057\u3044<\/td>\n<td>\u751f\u6210AI<\/td>\n<td>\u4e0b\u66f8\u304d\u2192\u4eba\u304c\u6700\u7d42\u78ba\u8a8d\u304c\u5805\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u9577\u3044\u6587\u7ae0\u3092\u77ed\u304f\u307e\u3068\u3081\u305f\u3044<\/td>\n<td>\u751f\u6210AI<\/td>\n<td>\u8981\u7d04\u306f\u5f97\u610f\u3002\u305f\u3060\u3057\u4e8b\u5b9f\u78ba\u8a8d\u306f\u4eba\u304c\u884c\u3046<\/td>\n<\/tr>\n<tr>\n<td>\u904e\u53bb\u30c7\u30fc\u30bf\u306e\u50be\u5411\u3092\u77e5\u308a\u305f\u3044<\/td>\n<td>\u7d71\u8a08<\/td>\n<td>\u307e\u305a\u53ef\u8996\u5316\u30fb\u96c6\u8a08\u3067\u5341\u5206\u306a\u3053\u3068\u304c\u591a\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u6765\u6708\u306e\u9700\u8981\u3092\u4e88\u6e2c\u3057\u305f\u3044<\/td>\n<td>\u6a5f\u68b0\u5b66\u7fd2 \/ \u7d71\u8a08<\/td>\n<td>\u30c7\u30fc\u30bf\u3068\u8a55\u4fa1\u65b9\u6cd5\u304c\u306a\u3044\u3068\u59cb\u307e\u3089\u306a\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u753b\u50cf\u3067\u4e0d\u826f\u54c1\u3092\u898b\u3064\u3051\u305f\u3044<\/td>\n<td>\u6a5f\u68b0\u5b66\u7fd2\uff08\u753b\u50cf\u8a8d\u8b58\uff09<\/td>\n<td>\u4e0d\u826f\u306e\u5b9a\u7fa9\u3068\u6b63\u89e3\u30c7\u30fc\u30bf\u4f5c\u308a\u304c\u4e00\u756a\u5927\u5909<\/td>\n<\/tr>\n<tr>\n<td>\u30eb\u30fc\u30eb\u901a\u308a\u306b\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3057\u305f\u3044<\/td>\n<td>\u30eb\u30fc\u30eb \/ RPA<\/td>\n<td>AI\u3058\u3083\u306a\u3044\u65b9\u304c\u5b89\u3044\u30fb\u901f\u3044\u3053\u3068\u3082\u591a\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u4f55\u3067\u3082\u5224\u65ad\u3057\u3066\u5168\u90e8\u81ea\u52d5\u5316\u3057\u305f\u3044<\/td>\n<td>AGI\uff08\u307e\u3060\u306a\u3044\uff09<\/td>\n<td>\u307e\u305a\u696d\u52d9\u3092\u5206\u89e3\u3057\u3066&quot;\u4eba\u306e\u5224\u65ad&quot;\u3092\u6b8b\u3059<\/td>\n<\/tr>\n<\/table>\n<h3 id=\"section-5\" class=\"Heading Title Title--m\">\u3010\u30c7\u30e21\u3011\u7d71\u8a08 \u2500 \u307e\u305a\u300c\u50be\u5411\u3092\u898b\u308b\u300d\u3060\u3051\u3067\u5341\u5206\u306a\u30b1\u30fc\u30b9<\/h3>\n<p>\u300c\u6765\u6708\u306e\u58f2\u4e0a\u3092\u4e88\u6e2c\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u76f8\u8ac7\u3092\u53d7\u3051\u305f\u3068\u304d\u3001\u3044\u304d\u306a\u308a\u6a5f\u68b0\u5b66\u7fd2\u306b\u98db\u3073\u3064\u304f\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u307e\u305a\u306f\u7d71\u8a08\u7684\u306a\u53ef\u8996\u5316\u3067\u300c\u4f55\u304c\u8d77\u304d\u3066\u3044\u308b\u304b\u300d\u3092\u628a\u63e1\u3059\u308b\u3060\u3051\u3067\u3001\u5341\u5206\u306a\u5224\u65ad\u6750\u6599\u306b\u306a\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n<h4 id=\"section-5-1\" class=\"Heading Title Title--s\">\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf<\/h4>\n<p>\u67b6\u7a7a\u306eEC\u30b5\u30a4\u30c8\u306e\u6708\u5225\u58f2\u4e0a\u30c7\u30fc\u30bf\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n<div class=\"Pre-title\">python<\/div>\n<pre class=\"Copy\"><code>\r\nimport matplotlib\r\nimport matplotlib.pyplot as plt\r\nimport pandas as pd\r\n\r\nmatplotlib.rcParams[&quot;font.family&quot;] = &quot;Noto Sans CJK JP&quot;\r\n\r\n# \u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\uff1a24\u30f6\u6708\u5206\u306e\u58f2\u4e0a\r\ndata = {\r\n    &#x27;\u5e74\u6708&#x27;: pd.date_range(&#x27;2022-12-01&#x27;, periods=24, freq=&#x27;MS&#x27;),\r\n    &#x27;\u58f2\u4e0a&#x27;: [\r\n        120, 115, 130, 145, 160, 180,  # 2023\u5e74\u524d\u534a\r\n        175, 190, 210, 195, 220, 280,  # 2023\u5e74\u5f8c\u534a\uff0812\u6708\u306f\u7e41\u5fd9\u671f\uff09\r\n        135, 125, 145, 155, 175, 195,  # 2024\u5e74\u524d\u534a\r\n        185, 205, 225, 210, 240, 310   # 2024\u5e74\u5f8c\u534a\r\n    ]\r\n}\r\ndf = pd.DataFrame(data)\r\ndf[&#x27;\u58f2\u4e0a&#x27;] = df[&#x27;\u58f2\u4e0a&#x27;] * 10000  # \u4e07\u5186\u5358\u4f4d\u306b\r\n\r\nprint(df.tail(6))\r\n<\/code><\/pre>\n<p>\u51fa\u529b\uff1a<\/p>\n<pre class=\"Copy\"><code>\r\n         \u5e74\u6708       \u58f2\u4e0a\r\n18 2024-07-31  1850000\r\n19 2024-08-31  2050000\r\n20 2024-09-30  2250000\r\n21 2024-10-31  2100000\r\n22 2024-11-30  2400000\r\n23 2024-12-31  3100000\r\n<\/code><\/pre>\n<h4 id=\"section-5-2\" class=\"Heading Title Title--s\">\u53ef\u8996\u5316\u3059\u308b\u3060\u3051\u3067\u898b\u3048\u3066\u304f\u308b\u3053\u3068<\/h4>\n<div class=\"Pre-title\">python<\/div>\n<pre class=\"Copy\"><code>\r\nplt.figure(figsize=(12, 5))\r\nplt.plot(df[&#x27;\u5e74\u6708&#x27;], df[&#x27;\u58f2\u4e0a&#x27;] \/ 10000, marker=&#x27;o&#x27;)\r\nplt.title(&#x27;\u6708\u5225\u58f2\u4e0a\u306e\u63a8\u79fb&#x27;)\r\nplt.xlabel(&#x27;\u5e74\u6708&#x27;)\r\nplt.ylabel(&#x27;\u58f2\u4e0a\uff08\u4e07\u5186\uff09&#x27;)\r\nplt.grid(True, alpha=0.3)\r\nplt.xticks(rotation=45)\r\nplt.tight_layout()\r\nplt.show()\r\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/02\/ai-basics-terms-expectations-demo1.png\" alt=\"\u30c7\u30e21\u7d50\u679c\" class=\"content_img\" \/><\/p>\n<p>\u3053\u306e\u30b0\u30e9\u30d5\u3092\u898b\u308b\u3060\u3051\u3067\u3001\u4ee5\u4e0b\u306e\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\"><strong>\u5168\u4f53\u7684\u306b\u53f3\u80a9\u4e0a\u304c\u308a<\/strong>\uff08\u6210\u9577\u30c8\u30ec\u30f3\u30c9\u304c\u3042\u308b\uff09<\/li>\n<li class=\"Base-list__child\"><strong>\u6bce\u5e7412\u6708\u306b\u5927\u304d\u304f\u8df3\u306d\u308b<\/strong>\uff08\u5b63\u7bc0\u6027\u304c\u3042\u308b\uff09<\/li>\n<li class=\"Base-list__child\"><strong>2024\u5e74\u306f2023\u5e74\u3088\u308a\u5168\u4f53\u7684\u306b\u9ad8\u3044<\/strong>\uff08\u524d\u5e74\u6bd4\u3067\u6210\u9577\u3057\u3066\u3044\u308b\uff09<\/li>\n<\/ul>\n<p>\u300c\u6765\u6708\u3069\u3046\u306a\u308b\uff1f\u300d\u306e\u7b54\u3048\u306f\u3001\u8907\u96d1\u306aAI\u30e2\u30c7\u30eb\u3092\u4f5c\u3089\u306a\u304f\u3066\u3082\u300c\u53bb\u5e74\u306e\u540c\u6708 \u00d7 \u4eca\u5e74\u306e\u6210\u9577\u7387\u300d\u3067\u305d\u3053\u305d\u3053\u306e\u898b\u5f53\u304c\u3064\u304d\u307e\u3059\u3002<\/p>\n<div class=\"Pre-title\">python<\/div>\n<pre class=\"Copy\"><code>\r\n# \u7c21\u6613\u7684\u306a\u4e88\u6e2c\uff1a\u53bb\u5e74\u540c\u6708 \u00d7 \u6210\u9577\u7387\r\ngrowth_rate = df[df[&#x27;\u5e74\u6708&#x27;].dt.year == 2024][&#x27;\u58f2\u4e0a&#x27;].mean() \/ df[df[&#x27;\u5e74\u6708&#x27;].dt.year == 2023][&#x27;\u58f2\u4e0a&#x27;].mean()\r\nprint(f&quot;\u524d\u5e74\u6bd4\u6210\u9577\u7387: {growth_rate:.1%}&quot;)\r\n\r\n# 2025\u5e741\u6708\u306e\u4e88\u6e2c\uff082024\u5e741\u6708 \u00d7 \u6210\u9577\u7387\uff09\r\njan_2024 = 1350000\r\njan_2025_estimate = jan_2024 * growth_rate\r\nprint(f&quot;2025\u5e741\u6708\u306e\u4e88\u6e2c: {jan_2025_estimate\/10000:.0f}\u4e07\u5186&quot;)\r\n<\/code><\/pre>\n<p>\u51fa\u529b\uff1a<\/p>\n<pre class=\"Copy\"><code>\r\n\u524d\u5e74\u6bd4\u6210\u9577\u7387: 108.7%\r\n2025\u5e741\u6708\u306e\u4e88\u6e2c: 147\u4e07\u5186\r\n<\/code><\/pre>\n<p><strong>\u30dd\u30a4\u30f3\u30c8\uff1a<\/strong>\u7d71\u8a08\u7684\u306a\u96c6\u8a08\u3068\u53ef\u8996\u5316\u3060\u3051\u3067\u300c\u3060\u3044\u305f\u3044\u3053\u306e\u304f\u3089\u3044\u300d\u304c\u5206\u304b\u308b\u30b1\u30fc\u30b9\u306f\u591a\u3044\u3067\u3059\u3002\u3044\u304d\u306a\u308a\u6a5f\u68b0\u5b66\u7fd2\u306b\u98db\u3073\u3064\u304f\u524d\u306b\u3001\u307e\u305a\u30c7\u30fc\u30bf\u3092\u898b\u308b\u3053\u3068\u304c\u5927\u4e8b\u3067\u3059\u3002<br \/>\n\u3053\u306e\u3088\u3046\u306a\u7d71\u8a08\u5206\u6790\u3092\u751f\u6210AI\u306e\u529b\u3092\u501f\u308a\u3066\u52b9\u7387\u7684\u306b\u9032\u3081\u308b\u3053\u3068\u3082\u3001\u3082\u3061\u308d\u3093\u53ef\u80fd\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u524d\u8ff0\u306e\u3068\u304a\u308a\u305d\u306e\u4e8b\u5b9f\u78ba\u8a8d\u306f<strong>\u4eba\u9593<\/strong>\u304c\u884c\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u7d71\u8a08\u5b66\u306e\u77e5\u8b58\u3092\u8eab\u306b\u7740\u3051\u308b\u3053\u3068\u304b\u3089\u907f\u3051\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<h3 id=\"section-6\" class=\"Heading Title Title--m\">\u3010\u30c7\u30e22\u3011\u6a5f\u68b0\u5b66\u7fd2 \u2500 \u30c7\u30fc\u30bf\u304b\u3089\u300c\u4e88\u6e2c\u3059\u308b\u300d<\/h3>\n<p>\u7d71\u8a08\u304c\u300c\u50be\u5411\u3092\u3064\u304b\u3080\u300d\u306e\u306b\u5bfe\u3057\u3001\u6a5f\u68b0\u5b66\u7fd2\u306f\u300c\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u3093\u3067\u3001\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u4e88\u6e2c\u3059\u308b\u300d\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n\u540c\u3058\u58f2\u4e0a\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u3001\u9055\u3044\u3092\u4f53\u611f\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h4 id=\"section-6-1\" class=\"Heading Title Title--s\">\u6e96\u5099\uff1a\u7279\u5fb4\u91cf\u3092\u4f5c\u308b<\/h4>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u300c\u4f55\u6708\u304b\u300d\u300c\u4f55\u5e74\u76ee\u304b\u300d\u3092\u6559\u3048\u308b\u305f\u3081\u306e\u7279\u5fb4\u91cf\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n<div class=\"Pre-title\">python<\/div>\n<pre class=\"Copy\"><code>\r\nfrom sklearn.linear_model import LinearRegression\r\nfrom sklearn.model_selection import train_test_split\r\nimport numpy as np\r\n\r\n# \u7279\u5fb4\u91cf\u3092\u4f5c\u6210\r\ndf[&#x27;\u6708&#x27;] = df[&#x27;\u5e74\u6708&#x27;].dt.month\r\ndf[&#x27;\u5e74\u76ee&#x27;] = (df[&#x27;\u5e74\u6708&#x27;].dt.year - 2023) + 1  # 2023\u5e74=1\u5e74\u76ee, 2024\u5e74=2\u5e74\u76ee\r\n\r\n# 12\u6708\u30d5\u30e9\u30b0\uff08\u7e41\u5fd9\u671f\uff09\r\ndf[&#x27;12\u6708\u30d5\u30e9\u30b0&#x27;] = (df[&#x27;\u6708&#x27;] == 12).astype(int)\r\n\r\nprint(df[[&#x27;\u5e74\u6708&#x27;, &#x27;\u58f2\u4e0a&#x27;, &#x27;\u6708&#x27;, &#x27;\u5e74\u76ee&#x27;, &#x27;12\u6708\u30d5\u30e9\u30b0&#x27;]].tail(6))\r\n<\/code><\/pre>\n<p>\u51fa\u529b\uff1a<\/p>\n<pre class=\"Copy\"><code>\r\n         \u5e74\u6708       \u58f2\u4e0a  \u6708  \u5e74\u76ee  12\u6708\u30d5\u30e9\u30b0\r\n18 2024-07-31  1850000   7    2         0\r\n19 2024-08-31  2050000   8    2         0\r\n20 2024-09-30  2250000   9    2         0\r\n21 2024-10-31  2100000  10    2         0\r\n22 2024-11-30  2400000  11    2         0\r\n23 2024-12-31  3100000  12    2         1\r\n<\/code><\/pre>\n<h4 id=\"section-6-2\" class=\"Heading Title Title--s\">\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u3055\u305b\u308b<\/h4>\n<div class=\"Pre-title\">python<\/div>\n<pre class=\"Copy\"><code>\r\n# \u7279\u5fb4\u91cf\u3068\u76ee\u7684\u5909\u6570\r\nX = df[[&#x27;\u6708&#x27;, &#x27;\u5e74\u76ee&#x27;, &#x27;12\u6708\u30d5\u30e9\u30b0&#x27;]]\r\ny = df[&#x27;\u58f2\u4e0a&#x27;]\r\n\r\n# \u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\r\nmodel = LinearRegression()\r\nmodel.fit(X, y)\r\n\r\n# \u5b66\u7fd2\u3057\u305f\u30d1\u30bf\u30fc\u30f3\u3092\u78ba\u8a8d\r\nprint(&quot;\u5b66\u7fd2\u3057\u305f\u30d1\u30bf\u30fc\u30f3\uff08\u4fc2\u6570\uff09:&quot;)\r\nfor feature, coef in zip(X.columns, model.coef_):\r\n    print(f&quot;  {feature}: {coef:+.0f}\u5186&quot;)\r\nprint(f&quot;  \u57fa\u6e96\u5024\uff08\u5207\u7247\uff09: {model.intercept_:.0f}\u5186&quot;)\r\n<\/code><\/pre>\n<p>\u51fa\u529b\uff1a<\/p>\n<pre class=\"Copy\"><code>\r\n\u5b66\u7fd2\u3057\u305f\u30d1\u30bf\u30fc\u30f3\uff08\u4fc2\u6570\uff09:\r\n  \u6708: +108182\u5186\r\n  \u5e74\u76ee: +154167\u5186\r\n  12\u6708\u30d5\u30e9\u30b0: +557727\u5186\r\n  \u57fa\u6e96\u5024\uff08\u5207\u7247\uff09: 862841\u5186\r\n<\/code><\/pre>\n<p>\u3053\u306e\u7d50\u679c\u306e\u610f\u5473\uff1a<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\"><strong>\u6708\u304c1\u3064\u9032\u3080\u3054\u3068\u306b<\/strong>\u7d0410.8\u4e07\u5186\u5897\u3048\u308b\uff08\u5b63\u7bc0\u7684\u306a\u4e0a\u6607\u50be\u5411\uff09<\/li>\n<li class=\"Base-list__child\"><strong>1\u5e74\u7d4c\u3064\u3054\u3068\u306b<\/strong>\u7d0415.4\u4e07\u5186\u5897\u3048\u308b\uff08\u6210\u9577\u30c8\u30ec\u30f3\u30c9\uff09<\/li>\n<li class=\"Base-list__child\"><strong>12\u6708\u306f<\/strong>\u901a\u5e38\u6708\u3088\u308a\u7d0456\u4e07\u5186\u9ad8\u304f\u306a\u308b\uff08\u7e41\u5fd9\u671f\u52b9\u679c\uff09<\/li>\n<\/ul>\n<h4 id=\"section-6-3\" class=\"Heading Title Title--s\">2025\u5e741\u6708\u3092\u4e88\u6e2c\u3059\u308b<\/h4>\n<div class=\"Pre-title\">python<\/div>\n<pre class=\"Copy\"><code>\r\n# 2025\u5e741\u6708\u3092\u4e88\u6e2c\uff08\u6708=1, \u5e74\u76ee=3, 12\u6708\u30d5\u30e9\u30b0=0\uff09\r\nfuture = pd.DataFrame({\r\n    &#x27;\u6708&#x27;: [1],\r\n    &#x27;\u5e74\u76ee&#x27;: [3],  # 2025\u5e74 = 3\u5e74\u76ee\r\n    &#x27;12\u6708\u30d5\u30e9\u30b0&#x27;: [0]\r\n})\r\n\r\nprediction = model.predict(future)[0]\r\nprint(f&quot;2025\u5e741\u6708\u306e\u4e88\u6e2c: {prediction\/10000:.0f}\u4e07\u5186&quot;)\r\n<\/code><\/pre>\n<p>\u51fa\u529b\uff1a<\/p>\n<pre class=\"Copy\"><code>\r\n2025\u5e741\u6708\u306e\u4e88\u6e2c: 143\u4e07\u5186\r\n<\/code><\/pre>\n<h4 id=\"section-6-4\" class=\"Heading Title Title--s\">\u7d71\u8a08\u3068\u306e\u9055\u3044\u306f\u4f55\u304b\uff1f<\/h4>\n<table class=\"Base-table\">\n<tr>\n<th>\u89b3\u70b9<\/th>\n<th>\u7d71\u8a08\uff08\u30c7\u30e21\uff09<\/th>\n<th>\u6a5f\u68b0\u5b66\u7fd2\uff08\u30c7\u30e22\uff09<\/th>\n<\/tr>\n<tr>\n<td>\u3084\u3063\u305f\u3053\u3068<\/td>\n<td>\u524d\u5e74\u6bd4\u306e\u6210\u9577\u7387\u3092\u8a08\u7b97<\/td>\n<td>\u30c7\u30fc\u30bf\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3092\u81ea\u52d5\u3067\u5b66\u7fd2<\/td>\n<\/tr>\n<tr>\n<td>\u4e88\u6e2c\u306e\u4ed5\u7d44\u307f<\/td>\n<td>\u4eba\u9593\u304c\u30eb\u30fc\u30eb\u3092\u6c7a\u3081\u305f<\/td>\n<td>\u6a5f\u68b0\u304c\u30eb\u30fc\u30eb\u3092\u898b\u3064\u3051\u305f<\/td>\n<\/tr>\n<tr>\n<td>2025\u5e741\u6708\u4e88\u6e2c<\/td>\n<td>147\u4e07\u5186<\/td>\n<td>143\u4e07\u5186<\/td>\n<\/tr>\n<tr>\n<td>\u67d4\u8edf\u6027<\/td>\n<td>\u30eb\u30fc\u30eb\u3092\u5909\u3048\u308b\u306b\u306f\u4eba\u304c\u4fee\u6b63<\/td>\n<td>\u30c7\u30fc\u30bf\u304c\u5897\u3048\u308c\u3070\u518d\u5b66\u7fd2\u3067\u304d\u308b<\/td>\n<\/tr>\n<\/table>\n<p><strong>\u30dd\u30a4\u30f3\u30c8\uff1a<\/strong>\u6a5f\u68b0\u5b66\u7fd2\u306f\u300c\u4eba\u9593\u304c\u30eb\u30fc\u30eb\u3092\u66f8\u304f\u300d\u306e\u3067\u306f\u306a\u304f\u3001\u300c\u30c7\u30fc\u30bf\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3092\u898b\u3064\u3051\u51fa\u3059\u300d\u3068\u3053\u308d\u304c\u672c\u8cea\u7684\u306a\u9055\u3044\u3067\u3059\u3002\u30c7\u30fc\u30bf\u304c\u5897\u3048\u308c\u3070\u5897\u3048\u308b\u307b\u3069\u3001\u3088\u308a\u7cbe\u5ea6\u306e\u9ad8\u3044\u4e88\u6e2c\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"section-7\" class=\"Heading Title Title--m\">\u3010\u30c7\u30e23\u3011\u751f\u6210AI \u2500 \u300c\u4e0b\u66f8\u304d\u300d\u3092\u4f5c\u308b<\/h3>\n<p>\u751f\u6210AI\u306f\u3001\u7d71\u8a08\u3084\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u5168\u304f\u9055\u3046\u5f79\u5272\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u6570\u5024\u3092\u4e88\u6e2c\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u300c\u6587\u7ae0\u3084\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u300d\u3053\u3068\u304c\u5f97\u610f\u3067\u3059\u3002<\/p>\n<h4 id=\"section-7-1\" class=\"Heading Title Title--s\">API\u3067\u8981\u7d04\u3092\u8a66\u3059<\/h4>\n<p>\u9577\u3044\u6587\u7ae0\u3092\u6e21\u3057\u3066\u3001\u8981\u7d04\u3055\u305b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<div class=\"Pre-title\">python<\/div>\n<pre class=\"Copy\"><code>\r\nfrom openai import OpenAI\r\n\r\nclient = OpenAI()  # \u74b0\u5883\u5909\u6570 OPENAI_API_KEY \u3092\u4f7f\u7528\r\n\r\n# \u8981\u7d04\u3057\u305f\u3044\u6587\u7ae0\uff08\u8b70\u4e8b\u9332\u306e\u4e00\u90e8\u3092\u60f3\u5b9a\uff09\r\nlong_text = &quot;&quot;&quot;\r\n\u672c\u65e5\u306e\u4f1a\u8b70\u3067\u306f\u3001\u6765\u671f\u306e\u8ca9\u58f2\u6226\u7565\u306b\u3064\u3044\u3066\u8b70\u8ad6\u3057\u307e\u3057\u305f\u3002\r\n\u7530\u4e2d\u90e8\u9577\u304b\u3089\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u8ca9\u58f2\u306e\u5f37\u5316\u304c\u63d0\u6848\u3055\u308c\u307e\u3057\u305f\u3002\r\n\u5177\u4f53\u7684\u306b\u306f\u3001EC\u30b5\u30a4\u30c8\u306eUI\u6539\u5584\u3001SNS\u5e83\u544a\u306e\u5897\u984d\u3001\r\n\u30a4\u30f3\u30d5\u30eb\u30a8\u30f3\u30b5\u30fc\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u5c0e\u5165\u304c\u6319\u3052\u3089\u308c\u307e\u3057\u305f\u3002\r\n\u4f50\u85e4\u8ab2\u9577\u304b\u3089\u306f\u3001\u5b9f\u5e97\u8217\u3068\u306e\u9023\u643a\u5f37\u5316\u306e\u91cd\u8981\u6027\u304c\u6307\u6458\u3055\u308c\u3001\r\n\u30aa\u30e0\u30cb\u30c1\u30e3\u30cd\u30eb\u6226\u7565\u306e\u5fc5\u8981\u6027\u306b\u3064\u3044\u3066\u8b70\u8ad6\u304c\u3042\u308a\u307e\u3057\u305f\u3002\r\n\u4e88\u7b97\u306b\u3064\u3044\u3066\u306f\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u65bd\u7b56\u306b\u5168\u4f53\u306e60%\u3001\r\n\u5b9f\u5e97\u8217\u9023\u643a\u306b40%\u3092\u914d\u5206\u3059\u308b\u65b9\u5411\u3067\u5408\u610f\u3057\u307e\u3057\u305f\u3002\r\n\u6b21\u56de\u4f1a\u8b70\u307e\u3067\u306b\u5404\u65bd\u7b56\u306e\u8a73\u7d30\u8a08\u753b\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3057\u305f\u3002\r\n&quot;&quot;&quot;\r\n\r\nresponse = client.responses.create(\r\n    model=&quot;gpt-5.2&quot;,\r\n    max_output_tokens=300,\r\n    input=f&quot;\u4ee5\u4e0b\u306e\u8b70\u4e8b\u9332\u30923\u884c\u3067\u8981\u7d04\u3057\u3066\u304f\u3060\u3055\u3044\u3002\\n\\n{long_text}&quot;,\r\n)\r\n\r\nprint(&quot;\u3010\u751f\u6210AI\u306b\u3088\u308b\u8981\u7d04\u3011&quot;)\r\nprint(response.output_text)\r\n<\/code><\/pre>\n<p>\u51fa\u529b\u4f8b\uff1a<\/p>\n<pre class=\"Copy\"><code>\r\n\u3010\u751f\u6210AI\u306b\u3088\u308b\u8981\u7d04\u3011\r\n\u6765\u671f\u306e\u8ca9\u58f2\u6226\u7565\u3068\u3057\u3066\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u8ca9\u58f2\u5f37\u5316\u3068\u5b9f\u5e97\u8217\u9023\u643a\uff08\u30aa\u30e0\u30cb\u30c1\u30e3\u30cd\u30eb\uff09\u306b\u3064\u3044\u3066\u8b70\u8ad6\u3057\u305f\u3002\r\n\u30aa\u30f3\u30e9\u30a4\u30f3\u65bd\u7b56\u306fEC\u30b5\u30a4\u30c8UI\u6539\u5584\u3001SNS\u5e83\u544a\u5897\u984d\u3001\u30a4\u30f3\u30d5\u30eb\u30a8\u30f3\u30b5\u30fc\u30de\u30fc\u30b1\u5c0e\u5165\u3092\u9032\u3081\u308b\u3002\r\n\u4e88\u7b97\u306f\u30aa\u30f3\u30e9\u30a4\u30f360%\u30fb\u5b9f\u5e97\u8217\u9023\u643a40%\u3067\u5408\u610f\u3057\u3001\u6b21\u56de\u307e\u3067\u306b\u5404\u65bd\u7b56\u306e\u8a73\u7d30\u8a08\u753b\u3092\u4f5c\u6210\u3059\u308b\u3002\r\n<\/code><\/pre>\n<h4 id=\"section-7-2\" class=\"Heading Title Title--s\">\u751f\u6210AI\u306e\u7279\u5fb4<\/h4>\n<div class=\"Pre-title\">python<\/div>\n<pre class=\"Copy\"><code>\r\n# \u540c\u3058\u8cea\u554f\u3092\u3082\u3046\u4e00\u5ea6\r\nresponse_repeat = client.responses.create(\r\n    model=&quot;gpt-5.2&quot;,\r\n    max_output_tokens=300,\r\n    input=f&quot;\u4ee5\u4e0b\u306e\u8b70\u4e8b\u9332\u30923\u884c\u3067\u8981\u7d04\u3057\u3066\u304f\u3060\u3055\u3044\u3002\\n\\n{long_text}&quot;,\r\n)\r\n\r\nprint(&quot;\\n\u30102\u56de\u76ee\u306e\u8981\u7d04\u3011&quot;)\r\nprint(response_repeat.output_text)\r\n<\/code><\/pre>\n<p>\u51fa\u529b\u4f8b\uff1a<\/p>\n<pre class=\"Copy\"><code>\r\n\u30102\u56de\u76ee\u306e\u8981\u7d04\u3011\r\n\u6765\u671f\u306e\u8ca9\u58f2\u6226\u7565\u3068\u3057\u3066\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u8ca9\u58f2\u5f37\u5316\uff08EC\u30b5\u30a4\u30c8UI\u6539\u5584\u30fbSNS\u5e83\u544a\u5897\u984d\u30fb\u30a4\u30f3\u30d5\u30eb\u30a8\u30f3\u30b5\u30fc\u6d3b\u7528\uff09\u304c\u63d0\u6848\u3055\u308c\u305f\u3002\r\n\u5b9f\u5e97\u8217\u3068\u306e\u9023\u643a\u3092\u5f37\u3081\u308b\u30aa\u30e0\u30cb\u30c1\u30e3\u30cd\u30eb\u6226\u7565\u306e\u5fc5\u8981\u6027\u306b\u3064\u3044\u3066\u8b70\u8ad6\u3057\u305f\u3002\r\n\u4e88\u7b97\u914d\u5206\u306f\u30aa\u30f3\u30e9\u30a4\u30f360%\u30fb\u5b9f\u5e97\u8217\u9023\u643a40%\u3067\u5408\u610f\u3057\u3001\u6b21\u56de\u307e\u3067\u306b\u5404\u65bd\u7b56\u306e\u8a73\u7d30\u8a08\u753b\u3092\u4f5c\u6210\u3059\u308b\u3002\r\n<\/code><\/pre>\n<p><strong>\u6ce8\u76ee\u3059\u3079\u304d\u70b9\uff1a<\/strong>\u540c\u3058\u8cea\u554f\u3092\u3057\u3066\u3082\u3001\u6bce\u56de\u5c11\u3057\u305a\u3064\u9055\u3046\u8868\u73fe\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u304c\u300c\u751f\u6210\u300d\u306e\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<h4 id=\"section-7-3\" class=\"Heading Title Title--s\">3\u3064\u306e\u6280\u8853\u306e\u5f79\u5272\u306e\u9055\u3044\uff08\u307e\u3068\u3081\uff09<\/h4>\n<table class=\"Base-table\">\n<tr>\n<th>\u6280\u8853<\/th>\n<th>\u5165\u529b<\/th>\n<th>\u51fa\u529b<\/th>\n<th>\u5f97\u610f\u306a\u3053\u3068<\/th>\n<\/tr>\n<tr>\n<td>\u7d71\u8a08<\/td>\n<td>\u30c7\u30fc\u30bf<\/td>\n<td>\u50be\u5411\u30fb\u6307\u6a19<\/td>\n<td>\u4f55\u304c\u8d77\u304d\u3066\u3044\u308b\u304b\u3092\u628a\u63e1\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u6a5f\u68b0\u5b66\u7fd2<\/td>\n<td>\u30c7\u30fc\u30bf<\/td>\n<td>\u4e88\u6e2c\u5024\u30fb\u5206\u985e<\/td>\n<td>\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u5f53\u3066\u306b\u3044\u304f<\/td>\n<\/tr>\n<tr>\n<td>\u751f\u6210AI<\/td>\n<td>\u6307\u793a\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09<\/td>\n<td>\u6587\u7ae0\u30fb\u753b\u50cf<\/td>\n<td>\u4e0b\u66f8\u304d\u30fb\u305f\u305f\u304d\u53f0\u3092\u9ad8\u901f\u3067\u4f5c\u308b<\/td>\n<\/tr>\n<\/table>\n<p><strong>\u30dd\u30a4\u30f3\u30c8\uff1a<\/strong>\u751f\u6210AI\u306f\u8981\u7d04\u3001\u30e1\u30fc\u30eb\u4f5c\u6210\u3001\u30a2\u30a4\u30c7\u30a2\u51fa\u3057\u306f\u5f97\u610f\u3067\u3059\u304c\u3001<strong>\u4e8b\u5b9f\u3092\u4fdd\u8a3c\u3059\u308b\u6a5f\u80fd\u306f\u6301\u3063\u3066\u3044\u307e\u305b\u3093<\/strong>\u3002\u5fc5\u305a\u4eba\u9593\u304c\u6700\u7d42\u78ba\u8a8d\u3059\u308b\u524d\u63d0\u3067\u4f7f\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"section-8\" class=\"Heading Title Title--m\">\u300cAI\u3067\u7cbe\u5ea6\u3092\u4e0a\u3052\u305f\u3044\u300d\u304c\u5371\u306a\u3044\u7406\u7531<\/h3>\n<p>\u300cAI\u3067\u7cbe\u5ea6\u3092\u4e0a\u3052\u305f\u3044\u300d\u3068\u3044\u3046\u76f8\u8ac7\u306f\u591a\u3044\u3067\u3059\u304c\u3001\u73fe\u5834\u3067\u306f\u3060\u3044\u305f\u3044\u6b21\u306e\u3069\u308c\u304b\u304c\u6df7\u3056\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4 id=\"section-8-1\" class=\"Heading Title Title--s\">\u554f\u984c1\uff1a\u73fe\u72b6\u306e\u7cbe\u5ea6\u3092\u6e2c\u3063\u3066\u3044\u306a\u3044<\/h4>\n<p>\u6539\u5584\u3059\u308b\u306b\u306f\u3001\u307e\u305a\u300c\u4eca\u3069\u306e\u304f\u3089\u3044\u304b\u300d\u3092\u77e5\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"Copy\"><code>\r\n\u274c \u300cAI\u3067\u7cbe\u5ea6\u3092\u4e0a\u3052\u305f\u3044\u300d\r\n\u2b55 \u300c\u4eca\u306e\u691c\u54c1\u30df\u30b9\u7387\u306f3%\u3002\u3053\u308c\u30921%\u4ee5\u4e0b\u306b\u3057\u305f\u3044\u300d\r\n<\/code><\/pre>\n<h4 id=\"section-8-2\" class=\"Heading Title Title--s\">\u554f\u984c2\uff1a\u6b63\u89e3\u30c7\u30fc\u30bf\u304c\u306a\u3044<\/h4>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u306f\u300c\u6b63\u89e3\u4ed8\u304d\u306e\u30c7\u30fc\u30bf\u300d\u304b\u3089\u5b66\u7fd2\u3057\u307e\u3059\u3002\u6b63\u89e3\u304c\u306a\u3044\u3068\u3001\u5b66\u7fd2\u3082\u8a55\u4fa1\u3082\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<pre class=\"Copy\"><code>\r\n\u274c \u300c\u753b\u50cf\u3067\u4e0d\u826f\u54c1\u3092\u691c\u51fa\u3057\u305f\u3044\u300d\uff08\u4e0d\u826f\u54c1\u306e\u753b\u50cf\u304c10\u679a\u3057\u304b\u306a\u3044\uff09\r\n\u2b55 \u300c\u4e0d\u826f\u54c1\u306e\u753b\u50cf\u30921000\u679a\u3001\u6b63\u5e38\u54c1\u306e\u753b\u50cf\u30925000\u679a\u7528\u610f\u3057\u305f\u300d\r\n<\/code><\/pre>\n<h4 id=\"section-8-3\" class=\"Heading Title Title--s\">\u554f\u984c3\uff1a\u300c\u7cbe\u5ea6\u300d\u306e\u5b9a\u7fa9\u304c\u66d6\u6627<\/h4>\n<p>\u300c\u7cbe\u5ea6\u300d\u3068\u3044\u3046\u8a00\u8449\u306f\u4fbf\u5229\u3059\u304e\u3066\u3001\u4f55\u3092\u6307\u3057\u3066\u3044\u308b\u304b\u5206\u304b\u3089\u306a\u3044\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u8a00\u8449<\/th>\n<th>\u5b9f\u969b\u306b\u6307\u3057\u3066\u3044\u308b\u3082\u306e<\/th>\n<th>\u4f8b<\/th>\n<\/tr>\n<tr>\n<td>\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6<\/td>\n<td>\u4e88\u6e2c\u306e\u6b63\u89e3\u7387<\/td>\n<td>100\u4ef6\u4e2d95\u4ef6\u5f53\u305f\u3063\u305f \u2192 95%<\/td>\n<\/tr>\n<tr>\n<td>\u691c\u54c1\u306e\u7cbe\u5ea6<\/td>\n<td>\u4e0d\u826f\u3092\u898b\u9003\u3055\u306a\u3044\u7387<\/td>\n<td>\u4e0d\u826f100\u4ef6\u4e2d98\u4ef6\u691c\u51fa \u2192 98%<\/td>\n<\/tr>\n<tr>\n<td>\u696d\u52d9\u54c1\u8cea<\/td>\n<td>\u3084\u308a\u76f4\u3057\u304c\u6e1b\u3063\u305f<\/td>\n<td>\u30af\u30ec\u30fc\u30e0\u4ef6\u6570\u304c\u670810\u4ef6\u21923\u4ef6<\/td>\n<\/tr>\n<\/table>\n<a class=\"Internal-post\" href=\"https:\/\/techfun.cc\/generative-ai\/generative-ai-binary-classification-metrics.html\"><div class=\"Internal-post__thumb\" style=\"background: url(\/wp-content\/uploads\/2026\/01\/generative-ai-binary-classification-metric-scaled.png) no-repeat; background-size: cover; background-position: 50% 50%;\"><\/div><div class=\"Internal-post-content\"><div class=\"Category Category--generative-ai\"> \u751f\u6210AI\u95a2\u9023<\/div><div class=\"Internal-post__title\">\u751f\u6210AI\u306e\u7cbe\u5ea6\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u6307\u6a19\u5165\u9580\uff082\u30af\u30e9\u30b9\u5206\u985e\u7de8\uff09<\/div><\/div><\/a>\n<p><strong>\u5927\u4e8b\u306a\u3053\u3068\uff1a<\/strong>AI\u306f\u3001\u4f55\u3082\u3057\u306a\u304f\u3066\u3082\u52dd\u624b\u306b\u7cbe\u5ea6\u3092\u4e0a\u3052\u3066\u304f\u308c\u308b\u88c5\u7f6e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u306b\u306f\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u3001\u6b63\u89e3\u30e9\u30d9\u30eb\u4f5c\u6210\u3001\u8a55\u4fa1\u65b9\u6cd5\u306e\u8a2d\u8a08\u3001\u904b\u7528\u4f53\u5236\u306e\u69cb\u7bc9\u304c\u30bb\u30c3\u30c8\u3067\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<h3 id=\"section-9\" class=\"Heading Title Title--m\">AI\u306e\u5f97\u610f\u5206\u91ce\u306f\u300c\u5b9a\u578b\u4f5c\u696d\u306e\u9ad8\u901f\u5316\u300d\u304b\u3089\u59cb\u307e\u308b<\/h3>\n<p>\u8aa4\u89e3\u3055\u308c\u304c\u3061\u3067\u3059\u304c\u3001\u73fe\u5834\u3067\u4e00\u756a\u52b9\u679c\u304c\u51fa\u308b\u306e\u306f\u3001<strong>\u7cbe\u5ea6\u5411\u4e0a\u3088\u308a\u3082\u5b9a\u578b\u4f5c\u696d\u306e\u9ad8\u901f\u5316<\/strong>\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/02\/target-structure-cooperating-with-human-and-ai.png\" alt=\"\u72d9\u3046\u3079\u304d\u69cb\u56f3\" class=\"content_img\" \/><\/p>\n<p>\u3053\u306e\u5f62\u304c\u3067\u304d\u308b\u3068\u3001\u7d50\u679c\u3068\u3057\u3066\uff1a<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">\u4f5c\u696d\u6642\u9593\u304c\u6e1b\u308b<\/li>\n<li class=\"Base-list__child\">\u8868\u73fe\u306e\u3070\u3089\u3064\u304d\u304c\u6e1b\u308b\uff08\u6a19\u6e96\u5316\u3055\u308c\u308b\uff09<\/li>\n<li class=\"Base-list__child\">\u30c1\u30a7\u30c3\u30af\u306b\u6642\u9593\u3092\u4f7f\u3048\u308b\uff08\u54c1\u8cea\u304c\u5b89\u5b9a\u3059\u308b\uff09<\/li>\n<\/ul>\n<p>\u3068\u3044\u3046\u5f62\u3067\u3001<strong>\u696d\u52d9\u5168\u4f53\u306e\u54c1\u8cea\u304c\u4e0a\u304c\u308b<\/strong>\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"section-10\" class=\"Heading Title Title--m\">\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\uff1a\u6587\u5b57\u8d77\u3053\u3057\u696d\u52d9\u306eBefore\/After<\/h3>\n<p>\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc\u3084\u6253\u3061\u5408\u308f\u305b\u306e\u6587\u5b57\u8d77\u3053\u3057\u306f\u624b\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3088\u306d\u3002\u751f\u6210AI\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3053\u308c\u3092\u6539\u5584\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4 id=\"section-10-1\" class=\"Heading Title Title--s\">Before\uff08\u5f93\u6765\u306e\u3084\u308a\u65b9\uff09<\/h4>\n<pre class=\"Copy\"><code>\r\n\u4f5c\u696d\u8005A\uff1a\u6587\u5b57\u8d77\u3053\u3057\uff081\u6642\u9593\u306e\u97f3\u58f0 \u2192 \u7d044\u6642\u9593\uff09\r\n\u4f5c\u696d\u8005B\uff1a\u30c0\u30d6\u30eb\u30c1\u30a7\u30c3\u30af\uff08\u7d041.5\u6642\u9593\uff09\r\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\r\n\u5408\u8a08\uff1a5.5\u6642\u9593\/\u4ef6\r\n<\/code><\/pre>\n<p>\u54c1\u8cea\u306f\u51fa\u307e\u3059\u304c\u3001\u7dad\u6301\u30b3\u30b9\u30c8\u304c\u91cd\u3044\u3067\u3059\u3002<\/p>\n<h4 id=\"section-10-2\" class=\"Heading Title Title--s\">After\uff08AI\u5c0e\u5165\u5f8c\uff09<\/h4>\n<pre class=\"Copy\"><code>\r\nAI\uff1a\u6587\u5b57\u8d77\u3053\u3057\u4e00\u6b21\u4f5c\u6210\uff081\u6642\u9593\u306e\u97f3\u58f0 \u2192 \u7d0410\u5206\uff09\r\n\u4f5c\u696d\u8005A\uff1a\u78ba\u8a8d\u30fb\u4fee\u6b63\uff08\u56fa\u6709\u540d\u8a5e\u3001\u6570\u5b57\u3001\u30cb\u30e5\u30a2\u30f3\u30b9\uff09\u2192 \u7d041\u6642\u9593\r\n         \u602a\u3057\u3044\u7b87\u6240\u3060\u3051\u97f3\u58f0\u306b\u623b\u3063\u3066\u78ba\u5b9a\r\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\r\n\u5408\u8a08\uff1a1.2\u6642\u9593\/\u4ef6\uff08\u7d0480%\u524a\u6e1b\uff09\r\n<\/code><\/pre>\n<h4 id=\"section-10-3\" class=\"Heading Title Title--s\">\u6570\u5b57\u3067\u898b\u308b\u52b9\u679c<\/h4>\n<table class=\"Base-table\">\n<tr>\n<th>\u6307\u6a19<\/th>\n<th>Before<\/th>\n<th>After<\/th>\n<th>\u6539\u5584\u7387<\/th>\n<\/tr>\n<tr>\n<td>1\u4ef6\u3042\u305f\u308a\u306e\u5de5\u6570<\/td>\n<td>5.5\u6642\u9593<\/td>\n<td>1.2\u6642\u9593<\/td>\n<td>78%\u524a\u6e1b<\/td>\n<\/tr>\n<tr>\n<td>\u6708\u9593\u51e6\u7406\u4ef6\u6570<\/td>\n<td>8\u4ef6<\/td>\n<td>35\u4ef6<\/td>\n<td>4.4\u500d<\/td>\n<\/tr>\n<tr>\n<td>\u4eba\u4ef6\u8cbb\uff08\u6708\u3042\u305f\u308a\uff09<\/td>\n<td>44\u6642\u9593\u5206<\/td>\n<td>42\u6642\u9593\u5206<\/td>\n<td>\u5fae\u6e1b\uff08\u4ef6\u6570\u5897\u52a0\u5206\uff09<\/td>\n<\/tr>\n<tr>\n<td>\u54c1\u8cea\uff08\u8aa4\u5b57\u8131\u5b57\u7387\uff09<\/td>\n<td>0.5%<\/td>\n<td>0.8%<\/td>\n<td>\u5fae\u5897\u3060\u304c\u8a31\u5bb9\u7bc4\u56f2<\/td>\n<\/tr>\n<\/table>\n<p><strong>\u30dd\u30a4\u30f3\u30c8\uff1a<\/strong>\u54c1\u8cea\u306f\u82e5\u5e72\u4e0b\u304c\u308a\u307e\u3057\u305f\u304c\u3001\u305d\u308c\u4ee5\u4e0a\u306b\u51e6\u7406\u4ef6\u6570\u304c\u5897\u3048\u3001\u5168\u4f53\u3068\u3057\u3066\u306f\u30d7\u30e9\u30b9\u306b\u306a\u308a\u307e\u3059\u3002\u6700\u521d\u304b\u3089\u300c\u5b8c\u74a7\u306a\u7cbe\u5ea6\u300d\u3092\u6c42\u3081\u305a\u3001\u300c\u4eba\u306e\u30c1\u30a7\u30c3\u30af\u8fbc\u307f\u3067\u5b9f\u7528\u306b\u306a\u308b\u304b\u300d\u3067\u5224\u65ad\u3057\u305f\u306e\u304c\u6210\u529f\u306e\u9375\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"section-11\" class=\"Heading Title Title--m\">\u3082\u3063\u305f\u3044\u306a\u3044\u300cAI\u3042\u308b\u3042\u308b\u300d<\/h3>\n<h4 id=\"section-11-1\" class=\"Heading Title Title--s\">\u3042\u308b\u3042\u308b1\uff1a\u76ee\u7684\u304c\u300cAI\u3092\u5165\u308c\u308b\u3053\u3068\u300d\u306b\u306a\u3063\u3066\u3044\u308b<\/h4>\n<p>\u672c\u6765\u306e\u76ee\u7684\uff1a<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">\u554f\u3044\u5408\u308f\u305b\u8fd4\u4fe1\u3092\u901f\u304f\u3057\u305f\u3044<\/li>\n<li class=\"Base-list__child\">\u691c\u54c1\u306e\u4eba\u624b\u3092\u6e1b\u3089\u3057\u305f\u3044<\/li>\n<li class=\"Base-list__child\">\u898b\u843d\u3068\u3057\u3092\u6e1b\u3089\u3057\u305f\u3044<\/li>\n<\/ul>\n<p>\u9014\u4e2d\u304b\u3089\u300cAI\u3092\u5c0e\u5165\u3057\u305f\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u3065\u304f\u308a\u304c\u76ee\u7684\u5316\u3059\u308b\u3068\u3001\u624b\u6bb5\u306e\u8b70\u8ad6\u3057\u304b\u6b8b\u3089\u305a\u3001\u3060\u3044\u305f\u3044\u8f9b\u304f\u306a\u308a\u307e\u3059\u3002\u73fe\u5834\u306f\u65b0\u305f\u306a\u30b7\u30b9\u30c6\u30e0\u304c\u52a0\u308f\u308a\u3001\u304b\u3048\u3063\u3066\u7169\u96d1\u306b\u306a\u308b\u53ef\u80fd\u6027\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4 id=\"section-11-2\" class=\"Heading Title Title--s\">\u3042\u308b\u3042\u308b2\uff1a\u300c\u7cbe\u5ea6\u300d\u3068\u3044\u3046\u8a00\u8449\u304c\u4fbf\u5229\u3059\u304e\u308b<\/h4>\n<p>\u300c\u7cbe\u5ea6\u3092\u4e0a\u3052\u305f\u3044\u300d\u3068\u8a00\u3063\u305f\u77ac\u9593\u3001\u8a71\u304c\u6b62\u307e\u308a\u307e\u3059\u3002\u3069\u306e\u7cbe\u5ea6\u3092\u4e0a\u3052\u305f\u3044\u306e\u304b\u304c\u6c7a\u307e\u3089\u306a\u3044\u307e\u307e\u9032\u3080\u3068\u3001\u8a55\u4fa1\u3082\u3067\u304d\u307e\u305b\u3093\u3002\u7cbe\u5ea6\u306b\u9003\u3052\u305a\u306b\u3001\u5177\u4f53\u7684\u306a\u8a55\u4fa1\u6307\u6a19\u3092\u3069\u3046\u3057\u3066\u3044\u304d\u305f\u3044\u304b\u3067\u8a9e\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h4 id=\"section-11-3\" class=\"Heading Title Title--s\">\u3042\u308b\u3042\u308b3\uff1aAI\u306b\u5411\u3044\u3066\u306a\u3044\u3082\u306e\u3092\u3001\u7121\u7406\u306bAI\u306b\u5bc4\u305b\u308b<\/h4>\n<p>\u300c\u6c7a\u307e\u3063\u305f\u30eb\u30fc\u30eb\u3067\u51e6\u7406\u3067\u304d\u308b\u300d\u306a\u3089\u3001Excel\u306e\u95a2\u6570\u3001\u30de\u30af\u30ed\u3001RPA\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u6539\u4fee\u3067\u7d42\u308f\u308b\u3053\u3068\u3082\u591a\u3044\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/02\/definition-flowchart.png\" alt=\"\u5224\u65ad\u30d5\u30ed\u30fc\u30c1\u30e3\u30fc\u30c8\" class=\"content_img\" \/><\/p>\n<h3 id=\"section-12\" class=\"Heading Title Title--m\">\u5931\u6557\u3057\u306a\u3044\u305f\u3081\u306e\u3001\u6700\u521d\u306e5\u554f<\/h3>\n<p>\u76f8\u8ac7\u3092\u53d7\u3051\u308b\u5074\u304c\u6700\u521d\u306b\u78ba\u8a8d\u3057\u3066\u3044\u308b\u8cea\u554f\u3067\u3059\u3002\u3053\u308c\u306b\u7b54\u3048\u3089\u308c\u308b\u3068\u3001\u751f\u6210AI\u5c0e\u5165\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6210\u529f\u7387\u304c\u4e0a\u304c\u308a\u307e\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>#<\/th>\n<th>\u8cea\u554f<\/th>\n<th>\u78ba\u8a8d\u3057\u305f\u3044\u3053\u3068<\/th>\n<\/tr>\n<tr>\n<td>1<\/td>\n<td><strong>\u4f55\u306e\u4f5c\u696d\u3092\u6e1b\u3089\u3057\u305f\u3044\uff1f<\/strong><\/td>\n<td>\u4eba\u306e\u6642\u9593\u3001\u3069\u3053\u304c\u91cd\u3044\u304b<\/td>\n<\/tr>\n<tr>\n<td>2<\/td>\n<td><strong>\u3044\u307e\u306e\u3084\u308a\u65b9\u306e&quot;\u57fa\u6e96\u5024&quot;\u306f\uff1f<\/strong><\/td>\n<td>\u6642\u9593\u3001\u4ef6\u6570\u3001\u30df\u30b9\u7387<\/td>\n<\/tr>\n<tr>\n<td>3<\/td>\n<td><strong>\u9593\u9055\u3048\u308b\u3068\u4f55\u304c\u56f0\u308b\uff1f<\/strong><\/td>\n<td>\u640d\u5931\u3001\u30ea\u30b9\u30af\u3001\u8cac\u4efb\u306e\u6240\u5728<\/td>\n<\/tr>\n<tr>\n<td>4<\/td>\n<td><strong>AI\u306e\u51fa\u529b\u306f\u3001\u8ab0\u304c\u6700\u7d42\u78ba\u8a8d\u3059\u308b\uff1f<\/strong><\/td>\n<td>\u30c1\u30a7\u30c3\u30af\u4f53\u5236<\/td>\n<\/tr>\n<tr>\n<td>5<\/td>\n<td><strong>\u6210\u529f\u3092\u3069\u3046\u5224\u65ad\u3059\u308b\uff1f<\/strong><\/td>\n<td>\u4f8b\uff1a\u6708\u25cb\u6642\u9593\u524a\u6e1b\u3001\u4e00\u6b21\u5bfe\u5fdc\u306e\u5e73\u5747\u6642\u9593\u3092\u25cb%\u77ed\u7e2e<\/td>\n<\/tr>\n<\/table>\n<h3 id=\"section-13\" class=\"Heading Title Title--m\">\u307e\u3068\u3081\uff1a\u9055\u3044\u3092\u62bc\u3055\u3048\u3066\u300c\u671f\u5f85\u5024\u300d\u3092\u8a2d\u8a08\u3059\u308b<\/h3>\n<p>\u300cAI\u300d\u3068\u3044\u3046\u5927\u304d\u3059\u304e\u308b\u8a00\u8449\u3092\u3001<strong>\u7d71\u8a08\uff0f\u6a5f\u68b0\u5b66\u7fd2\uff0f\u751f\u6210AI\uff0fAI\uff08\u7dcf\u79f0\uff09\uff0fAGI<\/strong>\u306b\u5206\u89e3\u3057\u3066\u3001<strong>\u3067\u304d\u308b\u3053\u3068\u30fb\u3067\u304d\u306a\u3044\u3053\u3068\u30fb\u5fc5\u8981\u306a\u524d\u63d0<\/strong>\u3092\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u89b3\u70b9<\/th>\n<th>\u8aac\u660e<\/th>\n<\/tr>\n<tr>\n<td><strong>\u7d71\u8a08<\/strong><\/td>\n<td>\u300c\u4f55\u304c\u8d77\u304d\u3066\u3044\u308b\u304b\u300d\u3092\u8aac\u660e\u3057\u3001\u610f\u601d\u6c7a\u5b9a\u306e\u571f\u53f0\uff08\u57fa\u6e96\u5024\u30fb\u50be\u5411\u30fb\u5dee\u306e\u6709\u7121\uff09\u3092\u4f5c\u308b\u6280\u8853\u3002<\/td>\n<\/tr>\n<tr>\n<td><strong>\u6a5f\u68b0\u5b66\u7fd2<\/strong><\/td>\n<td>\u300c\u5f53\u3066\u306b\u3044\u304f\u300d\u6280\u8853\u3060\u304c\u3001\u6b63\u89e3\u30c7\u30fc\u30bf\u3068\u8a55\u4fa1\u8a2d\u8a08\u304c\u306a\u3044\u3068\u59cb\u307e\u3089\u306a\u3044\u3002<\/td>\n<\/tr>\n<tr>\n<td><strong>\u751f\u6210AI<\/strong><\/td>\n<td>\u300c\u4e0b\u66f8\u304d\u751f\u6210\u300d\u304c\u5f37\u307f\u3067\u3001\u4eba\u306e\u78ba\u8a8d\u3092\u524d\u63d0\u306b\u3059\u308b\u3068\u73fe\u5834\u306e\u751f\u7523\u6027\u3092\u5927\u304d\u304f\u62bc\u3057\u4e0a\u3052\u3089\u308c\u308b\u4e00\u65b9\u3001\u4e8b\u5b9f\u4fdd\u8a3c\u306e\u88c5\u7f6e\u3067\u306f\u306a\u3044\u3002<\/td>\n<\/tr>\n<tr>\n<td><strong>AI<\/strong><\/td>\n<td>\u3053\u308c\u3089\u3092\u542b\u3080\u7dcf\u79f0\u3067\u3001\u4f1a\u8a71\u304c\u565b\u307f\u5408\u308f\u306a\u3044\u6700\u5927\u8981\u56e0\u306b\u306a\u308a\u3084\u3059\u3044\u3002<\/td>\n<\/tr>\n<tr>\n<td><strong>AGI<\/strong><\/td>\n<td>\u300c\u4f55\u3067\u3082\u3067\u304d\u308b\u77e5\u80fd\u300d\u306e\u7814\u7a76\u76ee\u6a19\u3067\u3001\u73fe\u5834\u306e\u8981\u4ef6\u3092\u4e38\u3054\u3068\u4efb\u305b\u308b\u524d\u63d0\u306b\u7f6e\u304f\u3068\u671f\u5f85\u5024\u304c\u7834\u7dbb\u3059\u308b\u3002<\/td>\n<\/tr>\n<\/table>\n<p>\u3060\u304b\u3089\u300cAI\u3067\u7cbe\u5ea6\u3092\u4e0a\u3052\u305f\u3044\u300d\u3092\u305d\u306e\u307e\u307e\u9032\u3081\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u307e\u305a<strong>(1)\u4f55\u3092\u6e1b\u3089\u3059\u304b (2)\u73fe\u72b6\u306e\u57fa\u6e96\u5024 (3)\u5931\u6557\u30b3\u30b9\u30c8 (4)\u6700\u7d42\u8cac\u4efb\u8005 (5)\u6210\u529f\u6307\u6a19<\/strong>\u3092\u8a00\u8a9e\u5316\u3057\u3001\u6280\u8853\u9078\u5b9a\u3068\u904b\u7528\u8a2d\u8a08\u306b\u843d\u3068\u3059\u306e\u304c\u826f\u3044\u3067\u3057\u3087\u3046\u3002\u5b9f\u52d9\u3067\u5805\u3044\u51fa\u767a\u70b9\u306f\u3001<strong>\u7d71\u8a08\u3067\u73fe\u72b6\u3092\u898b\u3048\u308b\u5316 \u2192 \u751f\u6210AI\u3067\u5b9a\u578b\u4f5c\u696d\u306e\u4e0b\u66f8\u304d\u3092\u9ad8\u901f\u5316\uff08\u4eba\u304c\u30c1\u30a7\u30c3\u30af\uff09 \u2192 \u52b9\u679c\u3068\u30c7\u30fc\u30bf\u304c\u63c3\u3063\u305f\u3068\u3053\u308d\u3067\u6a5f\u68b0\u5b66\u7fd2\u3092\u691c\u8a0e<\/strong>\u3002<br \/>\n\u3053\u306e\u9806\u3067\u9032\u3081\u308b\u3068\u3001<strong>\u671f\u5f85\u5024\u3092\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3057\u306a\u304c\u3089\u6210\u679c\u304c\u51fa\u308bAI\u6d3b\u7528<\/strong>\u306b\u8fd1\u3065\u3051\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/02\/summary-ai-basics-terms-expectations.png\" alt=\"\u307e\u3068\u3081\" class=\"content_img\" \/><\/p>\n<h3 id=\"section-14\" class=\"Heading Title Title--m\">\u751f\u6210AI\u6d3b\u7528\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u306e\u3054\u7d39\u4ecb<\/h3>\n<p>Tech Fun\u3067\u306f\u3001\u304a\u5ba2\u69d8\u306e\u30d5\u30a7\u30fc\u30ba\u306b\u5408\u308f\u305b\u3001\u751f\u6210AI\u6d3b\u7528\u306b\u5411\u3051\u305f\u652f\u63f4\u30923\u3064\u306e\u30d1\u30c3\u30af\u3067\u3054\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ol class=\"Base-list Base-list--ol\">\n<li class=\"Base-list__child\">\n        <a href=\"https:\/\/www.techfun.co.jp\/services\/ai\/diagnosis\/\" class=\"Ext\">\u7121\u6599\u8a3a\u65ad\u30d1\u30c3\u30af<\/a>\uff1a\u696d\u52d9\u30fb\u30d7\u30ed\u30bb\u30b9\u306e\u73fe\u72b6\u3092\u7121\u6599\u3067\u8a3a\u65ad\u3057\u3001\u751f\u6210AI\u6d3b\u7528\u306e\u53ef\u80fd\u6027\u3092\u30ec\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\n    <\/li>\n<li class=\"Base-list__child\">\n        <a href=\"https:\/\/www.techfun.co.jp\/services\/ai\/poc\/\" class=\"Ext\">\u691c\u8a3c\uff08PoC\uff09\u30d1\u30c3\u30af<\/a>\uff1a\u8a3a\u65ad\u3067\u6709\u52b9\u6027\u304c\u78ba\u8a8d\u3055\u308c\u305f\u696d\u52d9\u3092\u5bfe\u8c61\u306b\u3001\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u69cb\u7bc9\u3092\u652f\u63f4\u3057\u307e\u3059\u3002\n    <\/li>\n<li class=\"Base-list__child\">\n        <a href=\"https:\/\/www.techfun.co.jp\/services\/ai\/consulting\/\" class=\"Ext\">\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9<\/a>\uff1a\u751f\u6210AI\u5c0e\u5165\u6226\u7565\u306e\u7b56\u5b9a\u304b\u3089\u904b\u7528\u4f53\u5236\u69cb\u7bc9\u307e\u3067\u3092\u5305\u62ec\u7684\u306b\u652f\u63f4\u3057\u307e\u3059\u3002\n    <\/li>\n<\/ol>\n<p>\u751f\u6210AI\u306b\u9650\u3089\u305a\u3001Web\u30fb\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3084\u30a4\u30f3\u30d5\u30e9\u8a2d\u8a08\u306a\u3069\u3001\u6280\u8853\u9818\u57df\u3092\u554f\u308f\u305a\u3054\u76f8\u8ac7\u3092\u627f\u3063\u3066\u3044\u307e\u3059\u3002\u300c\u4f55\u304b\u3089\u59cb\u3081\u308c\u3070\u826f\u3044\u304b\u5206\u304b\u3089\u306a\u3044\u300d\u3068\u3044\u3046\u6bb5\u968e\u3067\u3082\u69cb\u3044\u307e\u305b\u3093\u306e\u3067\u3001\u305c\u3072\u304a\u6c17\u8efd\u306b\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u306f\u3058\u3081\u306b \u300cAI\u3092\u5165\u308c\u305f\u3044\u300d\u300cAI\u306b\u4e88\u6e2c\u3055\u305b\u305f\u3044\u300d\u300cAI\u3067\u691c\u54c1\u306e\u7cbe\u5ea6\u3092\u4e0a\u3052\u305f\u3044\u300d \u3053\u306e\u76f8\u8ac7\u3001\u3053\u3053\u6570\u5e74\u3067\u672c\u5f53\u306b\u5897\u3048\u307e\u3057\u305f\u3002 \u305f\u3060\u3001\u73fe\u5834\u3067\u3088\u304f\u8d77\u304d\u308b\u306e\u304c\u300cAI\u300d\u3068\u3044\u3046\u8a00\u8449\u304c\u5927\u304d\u3059\u304e\u3066\u3001\u4f1a\u8a71\u304c\u565b\u307f\u5408\u308f\u306a\u3044\u554f\u984c\u3067\u3059\u3002\u540c\u3058\u300cAI\u300d\u2026<\/p>\n","protected":false},"author":6,"featured_media":6782,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[91],"class_list":["post-6788","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-generative-ai"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/posts\/6788","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/comments?post=6788"}],"version-history":[{"count":2,"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/posts\/6788\/revisions"}],"predecessor-version":[{"id":6790,"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/posts\/6788\/revisions\/6790"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/media\/6782"}],"wp:attachment":[{"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/media?parent=6788"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/categories?post=6788"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}