{"id":6306,"date":"2026-07-06T10:00:47","date_gmt":"2026-07-06T01:00:47","guid":{"rendered":"https:\/\/biz.moneyforward.com\/ai\/basic\/?p=6306"},"modified":"2026-07-06T10:00:47","modified_gmt":"2026-07-06T01:00:47","slug":"%e7%94%9f%e6%88%90ai%e3%81%ae%e4%bb%95%e7%b5%84%e3%81%bf%e3%81%a8%e3%81%af%ef%bc%9f%e7%a8%ae%e9%a1%9e%e3%83%bb%e3%83%a2%e3%83%87%e3%83%ab%e3%83%bb%e6%a5%ad%e5%8b%99%e6%b4%bb%e7%94%a8%e3%81%be%e3%81%a7","status":"publish","type":"post","link":"https:\/\/biz.moneyforward.com\/ai\/basic\/6306\/","title":{"rendered":"\u751f\u6210AI\u306e\u4ed5\u7d44\u307f\u3068\u306f\uff1f\u7a2e\u985e\u30fb\u30e2\u30c7\u30eb\u30fb\u696d\u52d9\u6d3b\u7528\u307e\u3067\u521d\u5fc3\u8005\u306b\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac"},"content":{"rendered":"<div class=\"summary-box\">\n<div class=\"summary-box__title\"><span class=\"summary-box__title_tag\">Point<\/span>\u751f\u6210AI\u306e\u4ed5\u7d44\u307f\u306f\uff1f<\/div>\n<p><strong>\u751f\u6210AI\u306f\u5927\u91cf\u30c7\u30fc\u30bf\u304b\u3089\u78ba\u7387\u5206\u5e03\u3092\u5b66\u7fd2\u3057\u3001\u5165\u529b\u306b\u7d9a\u304f\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u51fa\u529b\u3092\u78ba\u7387\u7684\u306b\u9078\u3073\u306a\u304c\u3089\u51fa\u529b\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/strong><\/p>\n<ul>\n<li>\u78ba\u7387\u5206\u5e03\u306e\u5b66\u7fd2\u3067\u6b21\u306e\u5358\u8a9e\u3084\u753b\u7d20\u3092\u4e88\u6e2c<\/li>\n<li>\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u304c\u6587\u8108\u3092\u7406\u89e3<\/li>\n<li>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3067\u7279\u5fb4\u3092\u62bd\u51fa<\/li>\n<\/ul>\n<p>Q. \u306a\u305c\u81ea\u7136\u306a\u6587\u7ae0\u3092\u751f\u6210\u3067\u304d\u308b\u306e\u304b\uff1f<\/p>\n<p>A. 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AI\uff09\u304c\u3069\u306e\u3088\u3046\u306a\u6280\u8853\u7684\u69cb\u9020\u3067\u52d5\u4f5c\u3057\u3001\u306a\u305c\u81ea\u7136\u306a\u6587\u7ae0\u3084\u753b\u50cf\u3092\u4f5c\u308a\u51fa\u305b\u308b\u306e\u304b\u3092\u3001\u5c02\u9580\u77e5\u8b58\u304c\u306a\u3044\u65b9\u306b\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002\u78ba\u7387\u5206\u5e03\u306e\u5b66\u7fd2\u3068\u3044\u3046\u57fa\u790e\u539f\u7406\u304b\u3089\u3001ChatGPT\u306a\u3069\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u52d5\u4f5c\u539f\u7406\u3001\u4e3b\u8981\u30e2\u30c7\u30eb\uff08Transformer\u3001GAN\u3001VAE\u3001\u62e1\u6563\u30e2\u30c7\u30eb\uff09\u3001\u696d\u52d9\u3067\u306e\u6d3b\u7528\u4e8b\u4f8b\u3001\u5c0e\u5165\u6642\u306e\u6ce8\u610f\u70b9\u307e\u3067\u7db2\u7f85\u7684\u306b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<div id=\"post-below-intro\"><\/div><h2>\u305d\u3082\u305d\u3082\u751f\u6210AI\u3068\u306f\u4f55\u304b\uff1f\u5f93\u6765\u306eAI\u3068\u306e\u9055\u3044\u306f\uff1f<\/h2>\n<p><span style=\"background-color: #ffff99;\"><strong>\u751f\u6210AI\uff08\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u3001Generative AI\uff09\u3068\u306f\u3001\u5b66\u7fd2\u3057\u305f\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u65b0\u3057\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u81ea\u3089\u4f5c\u308a\u51fa\u3059\u4eba\u5de5\u77e5\u80fd\u306e\u3053\u3068\u3067\u3059\u3002<\/strong><\/span>\u6587\u7ae0\u3001\u753b\u50cf\u3001\u97f3\u58f0\u3001\u52d5\u753b\u3001\u30b3\u30fc\u30c9\u306a\u3069\u591a\u69d8\u306a\u6210\u679c\u7269\u3092\u751f\u6210\u3067\u304d\u308b\u70b9\u304c\u6700\u5927\u306e\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<p>\u5f93\u6765\u306eAI\u304c\u300c\u8a8d\u8b58\u30fb\u8b58\u5225\u30fb\u5206\u985e\u30fb\u4e88\u6e2c\u300d\u3092\u4e3b\u306a\u5f79\u5272\u3068\u3057\u3066\u3044\u305f\u306e\u306b\u5bfe\u3057\u3001\u751f\u6210AI\u306f\u300c\u5275\u4f5c\u30fb\u751f\u6210\u300d\u3092\u62c5\u3046\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u5f93\u6765\u578bAI\u306f\u30e1\u30fc\u30eb\u3092\u300c\u30b9\u30d1\u30e0\u304b\u3069\u3046\u304b\u5224\u5b9a\u3059\u308b\u300d\u5f79\u5272\u3067\u3057\u305f\u304c\u3001\u751f\u6210AI\u306f\u300c\u30e1\u30fc\u30eb\u6587\u305d\u306e\u3082\u306e\u3092\u66f8\u304f\u300d\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u8b58\u5225AI\uff08\u5f93\u6765\u578bAI\uff09\u3068\u751f\u6210AI\u306e\u5f79\u5272\u306e\u9055\u3044<\/h3>\n<p>\u8b58\u5225AI\u306f\u5165\u529b\u30c7\u30fc\u30bf\u3092\u5206\u985e\u30fb\u5224\u5225\u3059\u308b\u4e00\u65b9\u3001\u751f\u6210AI\u306f\u65b0\u305f\u306a\u30c7\u30fc\u30bf\u3092\u51fa\u529b\u3059\u308b\u70b9\u3067\u6a5f\u80fd\u304c\u5927\u304d\u304f\u5206\u304b\u308c\u307e\u3059\u3002\u4e21\u8005\u306e\u9055\u3044\u3092\u4ee5\u4e0b\u306e\u8868\u306b\u6574\u7406\u3057\u307e\u3057\u305f\u3002<\/p>\n<table>\n<colgroup>\n<col style=\"width: 30.4%;\">\n<col style=\"width: 30.1%;\">\n<col style=\"width: 39.6%;\">\n<\/colgroup>\n<tr>\n<th style=\"text-align: center;\"><strong>\u6bd4\u8f03\u9805\u76ee<\/strong><\/th>\n<th style=\"text-align: center;\"><strong>\u8b58\u5225AI\uff08\u5f93\u6765\u578b\uff09<\/strong><\/th>\n<th style=\"text-align: center;\"><strong>\u751f\u6210AI\uff08\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\uff09<\/strong><\/th>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u4e3b\u306a\u5f79\u5272<\/td>\n<td style=\"text-align: left;\">\u30c7\u30fc\u30bf\u306e\u5206\u985e\u30fb\u4e88\u6e2c<\/td>\n<td style=\"text-align: left;\">\u65b0\u898f\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u751f\u6210<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u5165\u529b\u306b\u5bfe\u3059\u308b\u51fa\u529b\u60c5\u5831\u91cf<\/td>\n<td style=\"text-align: left;\">\u5c11\u306a\u3044\uff08\u30e9\u30d9\u30eb\u7b49\uff09<\/td>\n<td style=\"text-align: left;\">\u5927\u304d\u3044\uff08\u6587\u7ae0\u30fb\u753b\u50cf\u7b49\uff09<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u4f7f\u3044\u65b9<\/td>\n<td style=\"text-align: left;\">\u5883\u754c\u7dda\u3092\u5b66\u3076<\/td>\n<td style=\"text-align: left;\">\u30c7\u30fc\u30bf\u306e\u78ba\u7387\u5206\u5e03\u3092\u5b66\u3076<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u4ee3\u8868\u4f8b<\/td>\n<td style=\"text-align: left;\">\u30b9\u30d1\u30e0\u30d5\u30a3\u30eb\u30bf\u3001\u9854\u8a8d\u8b58<\/td>\n<td style=\"text-align: left;\">ChatGPT\u3001Gemini\u3001Midjourney<\/td>\n<\/tr>\n<\/table>\n<h3>AI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30fb\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30fb\u751f\u6210AI\u306e\u95a2\u4fc2<\/h3>\n<p>AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u306f\u6700\u3082\u5e83\u3044\u6982\u5ff5\u3067\u3001\u305d\u306e\u4e2d\u306b\u6a5f\u68b0\u5b66\u7fd2\u3001\u3055\u3089\u306b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3001\u305d\u3057\u3066\u751f\u6210AI\u304c\u542b\u307e\u308c\u308b\u5165\u308c\u5b50\u69cb\u9020\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u751f\u6210AI\u306f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u5fdc\u7528\u5206\u91ce\u306e\u4e00\u3064\u306b\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n<h3>\u751f\u6210AI\u304c\u6025\u901f\u306b\u666e\u53ca\u3057\u305f\u80cc\u666f<\/h3>\n<p>\u751f\u6210AI\u304c2022\u5e74\u4ee5\u964d\u306b\u7206\u767a\u7684\u306b\u5e83\u304c\u3063\u305f\u80cc\u666f\u306b\u306f\u3001\u8a08\u7b97\u8cc7\u6e90\uff08GPU\uff09\u306e\u9032\u5316\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u91cf\u306e\u5897\u5927\u3001\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u3068\u3044\u3046\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u69cb\u9020\u306e\u767b\u5834\u3001\u305d\u3057\u30662022\u5e7411\u6708\u306eChatGPT\u516c\u958b\u3068\u3044\u30464\u3064\u306e\u8981\u7d20\u304c\u91cd\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f\u3053\u3068\u3067\u3001\u4eba\u9593\u304c\u66f8\u3044\u305f\u304b\u306e\u3088\u3046\u306a\u81ea\u7136\u306a\u6587\u7ae0\u3092\u51fa\u529b\u3067\u304d\u308b\u6c34\u6e96\u306b\u5230\u9054\u3057\u307e\u3057\u305f\u3002<\/p>\n<h2>\u751f\u6210AI\u306e\u4ed5\u7d44\u307f\u306f\u3069\u3046\u52d5\u3044\u3066\u3044\u308b\u306e\u304b\uff1f<\/h2>\n<p><span style=\"background-color: #ffff99;\"><strong>\u751f\u6210AI\u306e\u52d5\u4f5c\u539f\u7406\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u304b\u3089\u300c\u78ba\u7387\u5206\u5e03\u300d\u3092\u5b66\u7fd2\u3057\u3001\u5165\u529b\u306b\u5bfe\u3057\u3066\u6700\u3082\u81ea\u7136\u306a\u51fa\u529b\u3092\u78ba\u7387\u7684\u306b\u5c0e\u304d\u51fa\u3059\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/strong><\/span>\u7c21\u5358\u306b\u8a00\u3048\u3070\u300c\u6b21\u306b\u304f\u308b\u5358\u8a9e\u3084\u753b\u7d20\u3092\u4e88\u6e2c\u3059\u308b\u300d\u51e6\u7406\u3092\u9ad8\u901f\u304b\u3064\u5927\u898f\u6a21\u306b\u7e70\u308a\u8fd4\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u51e6\u7406\u306e\u4e2d\u5fc3\u306b\u3042\u308b\u306e\u304c\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff08\u6df1\u5c64\u5b66\u7fd2\uff09\u3068\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u547c\u3070\u308c\u308b\u6280\u8853\u3067\u3059\u3002<\/p>\n<h3>\u78ba\u7387\u5206\u5e03\u3092\u5b66\u7fd2\u3059\u308b\u3068\u3044\u3046\u57fa\u672c\u539f\u7406<\/h3>\n<p>\u751f\u6210AI\u306f\u3001\u5927\u91cf\u306e\u753b\u50cf\u3084\u6587\u7ae0\u30c7\u30fc\u30bf\u304b\u3089\u300c\u3042\u308b\u5165\u529b\u306b\u5bfe\u3057\u3066\u3001\u6b21\u306b\u3069\u3093\u306a\u30c7\u30fc\u30bf\u304c\u51fa\u73fe\u3057\u3084\u3059\u3044\u304b\u300d\u3068\u3044\u3046\u78ba\u7387\u5206\u5e03\u3092\u5b66\u7fd2\u3057\u307e\u3059\u3002\u5b66\u7fd2\u304c\u5b8c\u4e86\u3057\u305f\u30e2\u30c7\u30eb\u306f\u3001\u305d\u306e\u5206\u5e03\u306b\u5f93\u3063\u3066\u30c7\u30fc\u30bf\u3092\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3059\u308b\u3053\u3068\u3067\u3001\u65b0\u3057\u3044\u6587\u7ae0\u3084\u753b\u50cf\u3092\u751f\u6210\u3067\u304d\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u300c\u65e5\u672c\u306e\u9996\u90fd\u306f\u6771\u4eac\u3001\u7c73\u56fd\u306e\u9996\u90fd\u306f\u300d\u3068\u3044\u3046\u5165\u529b\u304c\u3042\u308c\u3070\u3001\u6b21\u306b\u300c\u30ef\u30b7\u30f3\u30c8\u30f3\u300d\u304c\u6765\u308b\u78ba\u7387\u304c\u6700\u3082\u9ad8\u3044\u3068\u5224\u65ad\u3057\u3001\u305d\u306e\u5358\u8a9e\u3092\u51fa\u529b\u3057\u307e\u3059\u3002<\/p>\n<h3>\u30c7\u30a3\u30fc\u30d7\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5f79\u5272<\/h3>\n<p>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u4eba\u9593\u306e\u8133\u306e\u795e\u7d4c\u7d30\u80de\uff08\u30cb\u30e5\u30fc\u30ed\u30f3\uff09\u3092\u6a21\u3057\u305f\u6570\u7406\u30e2\u30c7\u30eb\u3067\u3001\u8907\u6570\u306e\u5c64\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3092\u62bd\u51fa\u3057\u307e\u3059\u3002\u5404\u5c64\u304c\u5165\u529b\u30c7\u30fc\u30bf\u3092\u5c11\u3057\u305a\u3064\u5909\u63db\u3057\u3001\u6700\u7d42\u7684\u306b\u610f\u5473\u306e\u3042\u308b\u51fa\u529b\u3092\u751f\u307f\u51fa\u3057\u307e\u3059\u3002<\/p>\n<p>100\u4e07\u6b21\u5143\u3068\u3044\u3063\u305f\u975e\u5e38\u306b\u8907\u96d1\u306a\u78ba\u7387\u5206\u5e03\u306e\u5b66\u7fd2\u306f\u3001\u5f93\u6765\u306f\u4e0d\u53ef\u80fd\u3068\u601d\u308f\u308c\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u30cb\u30e5\u30fc\u30ed\u30f3\u3092\u5927\u91cf\u306b\u63a5\u7d9a\u3057\u305f\u30c7\u30a3\u30fc\u30d7\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08\u6df1\u5c64\u5b66\u7fd2\uff09\u306e\u767b\u5834\u3067\u3053\u308c\u304c\u5b9f\u73fe\u3057\u307e\u3057\u305f\u3002\u5b66\u7fd2\u306e\u6d41\u308c\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<div class=\"summary-box\">\n<ol>\n<li>\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u3084\u753b\u50cf\u30c7\u30fc\u30bf\u3092\u5165\u529b\u3059\u308b<\/li>\n<li>\u30e2\u30c7\u30eb\u304c\u7279\u5fb4\u3092\u62bd\u51fa\u3057\u3001\u5185\u90e8\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8abf\u6574\u3059\u308b<\/li>\n<li>\u6b63\u89e3\u3068\u306e\u8aa4\u5dee\u3092\u8a08\u7b97\u3057\u3001\u518d\u5ea6\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u5fae\u8abf\u6574\u3059\u308b<\/li>\n<li>\u3053\u306e\u30b5\u30a4\u30af\u30eb\u3092\u4f55\u767e\u4e07\u56de\u3082\u7e70\u308a\u8fd4\u3057\u3001\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b<\/li>\n<\/ol>\n<\/div>\n<h3>\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\uff08Transformer\uff09\u3068\u3044\u3046\u4e2d\u6838\u6280\u8853<\/h3>\n<p><span style=\"background-color: #ffff99;\"><strong>\u73fe\u5728\u306e\u751f\u6210AI\u306e\u591a\u304f\u306f\u30012017\u5e74\u306bGoogle\u306e\u7814\u7a76\u8005\u304c\u767a\u8868\u3057\u305f\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\uff08Transformer\uff09\u3068\u3044\u3046\u30e2\u30c7\u30eb\u69cb\u9020\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002<\/strong><\/span>\u6587\u7ae0\u5168\u4f53\u306e\u6587\u8108\u3092\u4e00\u5ea6\u306b\u628a\u63e1\u3067\u304d\u308b\u300c\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u6a5f\u69cb\uff08Attention Mechanism\uff09\u300d\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u9577\u3044\u6587\u7ae0\u3067\u3082\u81ea\u7136\u306a\u3064\u306a\u304c\u308a\u3092\u4fdd\u3066\u308b\u70b9\u304c\u5f37\u307f\u3067\u3059\u3002<\/p>\n<p>\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u6a5f\u69cb\u3068\u306f\u3001\u73fe\u5728\u51e6\u7406\u3057\u3066\u3044\u308b\u5358\u8a9e\u3068\u95a2\u9023\u306e\u6df1\u3044\u5225\u306e\u5358\u8a9e\u306b\u300c\u6ce8\u610f\u3092\u5411\u3051\u308b\u300d\u4ed5\u7d44\u307f\u3067\u3001\u6587\u982d\u306e\u5358\u8a9e\u3068\u6587\u672b\u306e\u5358\u8a9e\u306e\u95a2\u4fc2\u3082\u6b63\u3057\u304f\u6349\u3048\u3089\u308c\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u300c\u592a\u90ce\u306f\u6b21\u90ce\u304c\u8cb7\u3063\u305f\u672c\u3092\u8aad\u3093\u3060\u300d\u3068\u3044\u3046\u6587\u3067\u3001\u300c\u8aad\u3093\u3060\u300d\u306e\u4e3b\u8a9e\u304c\u300c\u592a\u90ce\u300d\u3060\u3068\u6b63\u78ba\u306b\u7406\u89e3\u3067\u304d\u308b\u306e\u306f\u3053\u306e\u6a5f\u69cb\u306e\u304a\u304b\u3052\u3067\u3059\u3002<\/p>\n<h3>\u30c8\u30fc\u30af\u30f3\u5316\u3068\u78ba\u7387\u4e88\u6e2c\u306e\u95a2\u4fc2<\/h3>\n<p>\u751f\u6210AI\u306f\u6587\u7ae0\u3092\u305d\u306e\u307e\u307e\u51e6\u7406\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30c8\u30fc\u30af\u30f3\u3068\u547c\u3070\u308c\u308b\u5c0f\u3055\u306a\u5358\u4f4d\u306b\u5206\u5272\u3057\u3066\u6271\u3044\u307e\u3059\u3002\u30c8\u30fc\u30af\u30f3\u306f\u5358\u8a9e\u306e\u4e00\u90e8\u3084\u8a18\u53f7\u306a\u3069\u3001\u6570\u5343\u301c\u6570\u5341\u4e07\u7a2e\u985e\u306e\u30d1\u30bf\u30fc\u30f3\u306b\u5206\u3051\u3089\u308c\u3001\u305d\u308c\u305e\u308c\u306b\u756a\u53f7\u304c\u5272\u308a\u632f\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u300c\u751f\u6210AI\u306f\u4fbf\u5229\u300d\u3068\u3044\u3046\u6587\u306f\u300c\u751f\u6210\u300d\u300cAI\u300d\u300c\u306f\u300d\u300c\u4fbf\u5229\u300d\u306e\u3088\u3046\u306b\u5206\u3051\u3089\u308c\u3001\u30e2\u30c7\u30eb\u306f\u3053\u306e\u4e26\u3073\u304b\u3089\u6b21\u306b\u6765\u308b\u78ba\u7387\u306e\u9ad8\u3044\u30c8\u30fc\u30af\u30f3\u3092\u4e88\u6e2c\u3057\u3066\u51fa\u529b\u3057\u307e\u3059\u3002<\/p>\n<h3>\u610f\u5473\u306e\u5206\u6563\u8868\u73fe\uff08\u30d9\u30af\u30c8\u30eb\u5316\uff09<\/h3>\n<p>\u5358\u8a9e\u306e\u610f\u5473\u306f\u3001\u6570\u767e\u301c\u6570\u5343\u6b21\u5143\u306e\u30d9\u30af\u30c8\u30eb\uff08\u6570\u5024\u306e\u7d44\u307f\u5408\u308f\u305b\uff09\u3068\u3057\u3066\u8868\u73fe\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u3092\u300c\u5206\u6563\u8868\u73fe\u300d\u307e\u305f\u306f\u300c\u57cb\u3081\u8fbc\u307f\u8868\u73fe\uff08\u30a8\u30f3\u30d9\u30c7\u30a3\u30f3\u30b0\uff09\u300d\u3068\u547c\u3073\u307e\u3059\u3002\u610f\u5473\u304c\u8fd1\u3044\u5358\u8a9e\u306f\u30d9\u30af\u30c8\u30eb\u7a7a\u9593\u4e0a\u3067\u8fd1\u3044\u4f4d\u7f6e\u306b\u914d\u7f6e\u3055\u308c\u3001\u300c\u738b\u69d8 \u2212 \u7537\u6027 + \u5973\u6027 = \u5973\u738b\u300d\u306e\u3088\u3046\u306a\u6f14\u7b97\u3082\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3068\u306f\u3069\u306e\u3088\u3046\u306a\u4ed5\u7d44\u307f\uff1f<\/h2>\n<p><span style=\"background-color: #ffff99;\"><strong>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff1aLarge Language Model\uff09\u3068\u306f\u3001\u81a8\u5927\u306a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3057\u305f\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u7528\u306e\u751f\u6210AI\u3067\u3059\u3002<\/strong><\/span>ChatGPT\u3001Claude\u3001Gemini\u306a\u3069\u306f\u3053\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u306b\u5c5e\u3057\u307e\u3059\u3002<\/p>\n<p>LLM\u306f\u6570\u5343\u5104\u301c\u6570\u5146\u500b\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6301\u3061\u3001\u3053\u308c\u304c\u6587\u7ae0\u751f\u6210\u306e\u7cbe\u5ea6\u3092\u652f\u3048\u3066\u3044\u307e\u3059\u3002GPT-3\u30671,750\u5104\u3001GPT-4\u4ee5\u964d\u306f1\u5146\u3092\u8d85\u3048\u308b\u3068\u63a8\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u4e8b\u524d\u5b66\u7fd2\u30fb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30fbRLHF\u306e3\u6bb5\u968e<\/h3>\n<p>LLM\u306e\u69cb\u7bc9\u306f\u5927\u304d\u304f3\u3064\u306e\u6bb5\u968e\u3067\u884c\u308f\u308c\u308b\u3053\u3068\u304c\u4e00\u822c\u7684\u3067\u3059\u3002\u305d\u308c\u305e\u308c\u306e\u5f79\u5272\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<table>\n<colgroup>\n<col style=\"width: 42.0%;\">\n<col style=\"width: 33.2%;\">\n<col style=\"width: 24.8%;\">\n<\/colgroup>\n<tr>\n<th style=\"text-align: center;\"><strong>\u5b66\u7fd2\u6bb5\u968e<\/strong><\/th>\n<th style=\"text-align: center;\"><strong>\u5185\u5bb9<\/strong><\/th>\n<th style=\"text-align: center;\"><strong>\u76ee\u7684<\/strong><\/th>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u4e8b\u524d\u5b66\u7fd2\uff08Pre-training\uff09<\/td>\n<td style=\"text-align: left;\">\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306e\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3067\u5b66\u7fd2<\/td>\n<td style=\"text-align: left;\">\u8a00\u8a9e\u306e\u6c4e\u7528\u7684\u306a\u7406\u89e3\u529b\u3092\u7372\u5f97<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/td>\n<td style=\"text-align: left;\">\u7279\u5b9a\u30bf\u30b9\u30af\u7528\u306e\u30c7\u30fc\u30bf\u3067\u8ffd\u52a0\u5b66\u7fd2<\/td>\n<td style=\"text-align: left;\">\u7528\u9014\u306b\u5408\u308f\u305b\u305f\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">RLHF\uff08\u4eba\u9593\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306b\u3088\u308b\u5f37\u5316\u5b66\u7fd2\uff09<\/td>\n<td style=\"text-align: left;\">\u4eba\u9593\u306e\u8a55\u4fa1\u3092\u3082\u3068\u306b\u8abf\u6574<\/td>\n<td style=\"text-align: left;\">\u81ea\u7136\u3067\u5b89\u5168\u306a\u5fdc\u7b54\u306b\u6700\u9069\u5316<\/td>\n<\/tr>\n<\/table>\n<h3>\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306f\u4f55\u304b<\/h3>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306f\u3001\u751f\u6210AI\u306b\u5165\u529b\u3059\u308b\u6307\u793a\u6587\u306e\u3053\u3068\u3067\u3059\u3002LLM\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5185\u5bb9\u3092\u6587\u8108\u3068\u3057\u3066\u8aad\u307f\u53d6\u308a\u3001\u305d\u308c\u306b\u7d9a\u304f\u6700\u9069\u306a\u5fdc\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u8cea\u554f\u3060\u3051\u3067\u306a\u304f\u3001\u5f79\u5272\u8a2d\u5b9a\u3084\u6761\u4ef6\u6307\u5b9a\u3001\u51fa\u529b\u5f62\u5f0f\u3092\u542b\u3081\u308b\u3053\u3068\u3067\u51fa\u529b\u306e\u7cbe\u5ea6\u304c\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n<h3>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u30b3\u30c4<\/h3>\n<p>\u7cbe\u5ea6\u306e\u9ad8\u3044\u56de\u7b54\u3092\u5f15\u304d\u51fa\u3059\u306b\u306f\u3001\u5165\u529b\u6587\u306e\u66f8\u304d\u65b9\u304c\u91cd\u8981\u3067\u3059\u3002\u4ee3\u8868\u7684\u306a\u30b3\u30c4\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<div class=\"summary-box\">\n<ol>\n<li>\u30bf\u30b9\u30af\u3092\u660e\u793a\u3059\u308b\uff08\u4f8b\uff1a\u300c\u4ee5\u4e0b\u306e\u6587\u7ae0\u3092\u8981\u7d04\u3057\u3066\u304f\u3060\u3055\u3044\u300d\uff09<\/li>\n<li>\u5f79\u5272\u3092\u4e0e\u3048\u308b\uff08\u4f8b\uff1a\u300c\u3042\u306a\u305f\u306f\u7d4c\u7406\u306e\u5c02\u9580\u5bb6\u3067\u3059\u300d\uff09<\/li>\n<li>\u51fa\u529b\u5f62\u5f0f\u3092\u6307\u5b9a\u3059\u308b\uff08\u4f8b\uff1a\u300c\u7b87\u6761\u66f8\u304d\u3067\u300d\u300c\u8868\u5f62\u5f0f\u3067\u300d\uff09<\/li>\n<li>\u5236\u7d04\u6761\u4ef6\u3092\u4f1d\u3048\u308b\uff08\u4f8b\uff1a\u300c300\u5b57\u4ee5\u5185\u3067\u300d\u300c\u5c02\u9580\u7528\u8a9e\u3092\u907f\u3051\u3066\u300d\uff09<\/li>\n<li>\u4e00\u5ea6\u3067\u7d42\u308f\u3089\u305b\u305a\u3001\u5bfe\u8a71\u7684\u306b\u8cea\u554f\u3092\u91cd\u306d\u3066\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b<\/li>\n<\/ol>\n<\/div>\n<h3>\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u5247\uff08Scaling Law\uff09\u3068\u306f<\/h3>\n<p>\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u3068\u5b66\u7fd2\u30c7\u30fc\u30bf\u91cf\u3092\u5897\u3084\u3059\u307b\u3069\u3001\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u304c\u4e88\u6e2c\u53ef\u80fd\u306a\u5f62\u3067\u5411\u4e0a\u3059\u308b\u3068\u3044\u3046\u7d4c\u9a13\u5247\u3067\u3059\u3002GPT\u30b7\u30ea\u30fc\u30ba\u306e\u6025\u901f\u306a\u9032\u5316\u306f\u3053\u306e\u6cd5\u5247\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u751f\u6210AI\u306b\u306f\u3069\u3093\u306a\u7a2e\u985e\u304c\u3042\u308b\uff1f<\/h2>\n<p>\u751f\u6210AI\u306f\u51fa\u529b\u3059\u308b\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u306b\u3088\u3063\u3066\u3001\u30c6\u30ad\u30b9\u30c8\u30fb\u753b\u50cf\u30fb\u52d5\u753b\u30fb\u97f3\u58f0\u30fb\u30b3\u30fc\u30c9\u306a\u3069\u8907\u6570\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u306b\u5206\u304b\u308c\u307e\u3059\u3002\u305d\u308c\u305e\u308c\u5f97\u610f\u306a\u5206\u91ce\u3068\u4ee3\u8868\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u304c\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u4e3b\u306a\u751f\u6210AI\u306e\u7a2e\u985e\u3068\u7528\u9014<\/h3>\n<table>\n<colgroup>\n<col style=\"width: 18.5%;\">\n<col style=\"width: 43.6%;\">\n<col style=\"width: 37.9%;\">\n<\/colgroup>\n<tr>\n<th style=\"text-align: center;\"><strong>\u7a2e\u985e<\/strong><\/th>\n<th style=\"text-align: center;\"><strong>\u4e3b\u306a\u7528\u9014<\/strong><\/th>\n<th style=\"text-align: center;\"><strong>\u4ee3\u8868\u30b5\u30fc\u30d3\u30b9<\/strong><\/th>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u30c6\u30ad\u30b9\u30c8\u751f\u6210<\/td>\n<td style=\"text-align: left;\">\u6587\u7ae0\u4f5c\u6210\u3001\u8981\u7d04\u3001\u7ffb\u8a33<\/td>\n<td style=\"text-align: left;\">ChatGPT\u3001Claude\u3001Gemini<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u753b\u50cf\u751f\u6210<\/td>\n<td style=\"text-align: left;\">\u30a4\u30e9\u30b9\u30c8\u3001\u30c7\u30b6\u30a4\u30f3\u3001\u5199\u771f\u98a8\u753b\u50cf<\/td>\n<td style=\"text-align: left;\">Midjourney\u3001Stable Diffusion\u3001DALL\u00b7E<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u52d5\u753b\u751f\u6210<\/td>\n<td style=\"text-align: left;\">\u77ed\u5c3a\u52d5\u753b\u3001\u30d7\u30ed\u30e2\u6620\u50cf<\/td>\n<td style=\"text-align: left;\">Sora\u3001Runway Gen-4\u3001Kaiber<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u97f3\u58f0\u751f\u6210<\/td>\n<td style=\"text-align: left;\">\u30ca\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u97f3\u58f0\u5408\u6210<\/td>\n<td style=\"text-align: left;\">Amazon Polly\u3001VALL-E\u3001ElevenLabs<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u97f3\u697d\u751f\u6210<\/td>\n<td style=\"text-align: left;\">BGM\u3001\u697d\u66f2\u5236\u4f5c<\/td>\n<td style=\"text-align: left;\">Suno\u3001Udio<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u30b3\u30fc\u30c9\u751f\u6210<\/td>\n<td style=\"text-align: left;\">\u30d7\u30ed\u30b0\u30e9\u30e0\u4f5c\u6210\u3001\u30c7\u30d0\u30c3\u30b0<\/td>\n<td style=\"text-align: left;\">GitHub Copilot\u3001Cursor<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">3D\u751f\u6210<\/td>\n<td style=\"text-align: left;\">3D\u30e2\u30c7\u30eb\u3001CAD\u88dc\u52a9<\/td>\n<td style=\"text-align: left;\">Luma AI\u3001Meshy<\/td>\n<\/tr>\n<\/table>\n<h3>\u30c6\u30ad\u30b9\u30c8\u751f\u6210AI\u306e\u4ee3\u8868\u30e2\u30c7\u30eb\u300cGPT\u300d<\/h3>\n<p>GPT\uff08Generative Pre-trained Transformer\uff09\u306fOpenAI\u304c\u958b\u767a\u3057\u305f\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30e2\u30c7\u30eb\u3067\u3001Transformer\u306e\u30c7\u30b3\u30fc\u30c0\u90e8\u5206\u3092\u4f7f\u3044\u300c\u6b21\u306e\u5358\u8a9e\u3092\u4e88\u6e2c\u3059\u308b\u300d\u30bf\u30b9\u30af\u3092\u5b66\u7fd2\u3057\u307e\u3059\u3002ChatGPT\u306e\u4e2d\u6838\u6280\u8853\u3068\u3057\u3066\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u753b\u50cf\u751f\u6210\u306e\u4ee3\u8868\u30e2\u30c7\u30eb\u300c\u62e1\u6563\u30e2\u30c7\u30eb\uff08Diffusion Model\uff09\u300d<\/h3>\n<p>\u62e1\u6563\u30e2\u30c7\u30eb\u306f\u3001\u753b\u50cf\u306b\u30ce\u30a4\u30ba\u3092\u52a0\u3048\u308b\u300c\u9806\u904e\u7a0b\u300d\u3068\u3001\u30ce\u30a4\u30ba\u304b\u3089\u753b\u50cf\u3092\u5fa9\u5143\u3059\u308b\u300c\u9006\u904e\u7a0b\u300d\u3092\u5b66\u7fd2\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002\u5b66\u7fd2\u304c\u5b8c\u4e86\u3057\u305f\u30e2\u30c7\u30eb\u306f\u3001\u30e9\u30f3\u30c0\u30e0\u306a\u30ce\u30a4\u30ba\u304b\u3089\u6307\u793a\u901a\u308a\u306e\u753b\u50cf\u3092\u4f5c\u308a\u51fa\u305b\u307e\u3059\u3002\u753b\u50cf\u751f\u6210AI\u306e\u4ee3\u8868\u4f8b\u3068\u3057\u3066\u3001Stable Diffusion\u3001Midjourney\u3001DALL\u00b7E\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002 <\/p>\n<h3>\u305d\u306e\u4ed6\u306e\u4e3b\u8981\u30e2\u30c7\u30eb\uff08GAN\u30fbVAE\uff09<\/h3>\n<p>\u904e\u53bb\u306b\u4e3b\u6d41\u3060\u3063\u305f\u753b\u50cf\u751f\u6210\u30e2\u30c7\u30eb\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<div class=\"summary-box\">\n<ol>\n<li>GAN\uff08\u6575\u5bfe\u7684\u751f\u6210\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\uff1a\u751f\u6210\u5668\u3068\u8b58\u5225\u5668\u3092\u7af6\u308f\u305b\u3066\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u4ed5\u7d44\u307f<\/li>\n<li>VAE\uff08\u5909\u5206\u30aa\u30fc\u30c8\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\uff09\uff1a\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3092\u5727\u7e2e\u30fb\u5fa9\u5143\u3059\u308b\u3053\u3068\u3067\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u3092\u751f\u6210<\/li>\n<li>Flow-based\u30e2\u30c7\u30eb\uff1a\u53ef\u9006\u5909\u63db\u3092\u7528\u3044\u3066\u78ba\u7387\u5206\u5e03\u3092\u76f4\u63a5\u5b66\u7fd2\u3059\u308b\u65b9\u5f0f<\/li>\n<li>WaveNet\uff1a\u97f3\u58f0\u6ce2\u5f62\u3092\u81ea\u5df1\u56de\u5e30\u7684\u306b\u4e88\u6e2c\u3059\u308b\u97f3\u58f0\u751f\u6210\u30e2\u30c7\u30eb<\/li>\n<\/ol>\n<\/div>\n<h2>\u4ee3\u8868\u7684\u306a\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306b\u306f\u3069\u3093\u306a\u3082\u306e\u304c\u3042\u308b\uff1f<\/h2>\n<p>\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306f\u591a\u6570\u5b58\u5728\u3057\u3001\u7528\u9014\u3084\u7279\u6027\u306b\u5fdc\u3058\u3066\u4f7f\u3044\u5206\u3051\u308b\u306e\u304c\u52b9\u679c\u7684\u3067\u3059\u3002\u30d0\u30c3\u30af\u30aa\u30d5\u30a3\u30b9\u696d\u52d9\u3067\u5229\u7528\u3055\u308c\u308b\u4ee3\u8868\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u6bd4\u8f03\u8868\u3067\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<table>\n<colgroup>\n<col style=\"width: 19.5%;\">\n<col style=\"width: 22.6%;\">\n<col style=\"width: 28.7%;\">\n<col style=\"width: 29.2%;\">\n<\/colgroup>\n<tr>\n<th style=\"text-align: center;\"><strong>\u30b5\u30fc\u30d3\u30b9\u540d<\/strong><\/th>\n<th style=\"text-align: center;\"><strong>\u63d0\u4f9b\u5143<\/strong><\/th>\n<th style=\"text-align: center;\"><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/th>\n<th style=\"text-align: center;\"><strong>\u4e3b\u306a\u7528\u9014<\/strong><\/th>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">ChatGPT<\/td>\n<td style=\"text-align: left;\">OpenAI<\/td>\n<td style=\"text-align: left;\">\u6c4e\u7528\u6027\u304c\u9ad8\u304f\u3001\u5bfe\u8a71\u578b\u306b\u5f37\u3044<\/td>\n<td style=\"text-align: left;\">\u6587\u7ae0\u4f5c\u6210\u3001\u8981\u7d04\u3001\u30b3\u30fc\u30c9\u751f\u6210<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">Claude<\/td>\n<td style=\"text-align: left;\">Anthropic<\/td>\n<td style=\"text-align: left;\">\u9577\u6587\u51e6\u7406\u3068\u5b89\u5168\u6027\u306b\u5f37\u307f<\/td>\n<td style=\"text-align: left;\">\u5951\u7d04\u66f8\u5206\u6790\u3001\u9577\u6587\u8981\u7d04<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">Gemini<\/td>\n<td style=\"text-align: left;\">Google\uff0fDeepMind<\/td>\n<td style=\"text-align: left;\">\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5bfe\u5fdc<\/td>\n<td style=\"text-align: left;\">\u691c\u7d22\u3001\u753b\u50cf\u30fb\u52d5\u753b\u7406\u89e3<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">Copilot<\/td>\n<td style=\"text-align: left;\">Microsoft<\/td>\n<td style=\"text-align: left;\">Office\u88fd\u54c1\u3068\u7d71\u5408<\/td>\n<td style=\"text-align: left;\">Word\u30fbExcel\u696d\u52d9\u652f\u63f4<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">Midjourney<\/td>\n<td style=\"text-align: left;\">Midjourney\u793e<\/td>\n<td style=\"text-align: left;\">\u82b8\u8853\u6027\u306e\u9ad8\u3044\u753b\u50cf\u751f\u6210<\/td>\n<td style=\"text-align: left;\">\u30c7\u30b6\u30a4\u30f3\u3001\u5e83\u544a\u7d20\u6750<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">Stable Diffusion<\/td>\n<td style=\"text-align: left;\">Stability AI<\/td>\n<td style=\"text-align: left;\">\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9<\/td>\n<td style=\"text-align: left;\">\u30ed\u30fc\u30ab\u30eb\u904b\u7528\u3001\u5546\u7528\u5229\u7528<\/td>\n<\/tr>\n<\/table>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/www.ibm.com\/jp-ja\/think\/topics\/generative-ai\" target=\"_blank\" rel=\"noopener\">\u751f\u6210AI\u3068\u306f\uff5cIBM<\/a><\/p>\n<h2>\u751f\u6210AI\u304c\u753b\u50cf\u3084\u97f3\u58f0\u3092\u4f5c\u308b\u4ed5\u7d44\u307f\u306f\uff1f<\/h2>\n<p>\u753b\u50cf\u751f\u6210AI\u306f\u62e1\u6563\u30e2\u30c7\u30eb\u3092\u4e2d\u5fc3\u3068\u3057\u305f\u6280\u8853\u3092\u4f7f\u3044\u3001\u30c6\u30ad\u30b9\u30c8\u6307\u793a\u304b\u3089\u6bb5\u968e\u7684\u306b\u753b\u50cf\u3092\u300c\u5fa9\u5143\u300d\u3057\u3066\u3044\u304f\u4ed5\u7d44\u307f\u3067\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u3068\u306f\u7570\u306a\u308b\u539f\u7406\u3067\u3059\u304c\u3001\u6839\u5e95\u306b\u3042\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u8003\u3048\u65b9\u306f\u5171\u901a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u62e1\u6563\u30e2\u30c7\u30eb\uff08Diffusion Model\uff09\u306e\u52d5\u4f5c\u30d7\u30ed\u30bb\u30b9<\/h3>\n<p>\u62e1\u6563\u30e2\u30c7\u30eb\u304c\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u307e\u3067\u306e\u6d41\u308c\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<div class=\"summary-box\">\n<ol>\n<li>\u5143\u753b\u50cf\u306b\u5c11\u3057\u305a\u3064\u30ce\u30a4\u30ba\u3092\u52a0\u3048\u3066\u3044\u304d\u3001\u6700\u7d42\u7684\u306b\u5b8c\u5168\u306a\u30ce\u30a4\u30ba\u306b\u3059\u308b\uff08\u9806\u904e\u7a0b\uff09<\/li>\n<li>\u3053\u306e\u30ce\u30a4\u30ba\u5316\u306e\u6d41\u308c\u3092\u5b66\u7fd2\u3057\u3001\u9006\u5411\u304d\u306b\u5fa9\u5143\u3059\u308b\u65b9\u6cd5\u3092\u7372\u5f97\u3059\u308b\uff08\u9006\u904e\u7a0b\uff09<\/li>\n<li>\u5b8c\u5168\u306a\u30e9\u30f3\u30c0\u30e0\u30ce\u30a4\u30ba\u304b\u3089\u3001\u30c6\u30ad\u30b9\u30c8\u6307\u793a\u306b\u6cbf\u3063\u3066\u5f90\u3005\u306b\u30ce\u30a4\u30ba\u3092\u9664\u53bb\u3059\u308b<\/li>\n<li>\u6570\u5341\u301c\u6570\u767e\u30b9\u30c6\u30c3\u30d7\u3092\u7d4c\u3066\u3001\u6307\u793a\u901a\u308a\u306e\u753b\u50cf\u3092\u5b8c\u6210\u3055\u305b\u308b<\/li>\n<\/ol>\n<\/div>\n<h3>\u97f3\u58f0\u30fb\u52d5\u753b\u751f\u6210\u306e\u57fa\u672c\u69cb\u9020<\/h3>\n<p>\u97f3\u58f0\u751f\u6210AI\u3084\u52d5\u753b\u751f\u6210AI\u3082\u57fa\u672c\u7684\u306a\u767a\u60f3\u306f\u540c\u3058\u3067\u3001\u6ce2\u5f62\u3084\u6620\u50cf\u30d5\u30ec\u30fc\u30e0\u3092\u78ba\u7387\u7684\u306b\u4e88\u6e2c\u30fb\u751f\u6210\u3057\u307e\u3059\u3002\u8fd1\u5e74\u3067\u306f\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u9ad8\u54c1\u8cea\u306a\u52d5\u753b\u3092\u751f\u6210\u3059\u308bOpenAI\u306eSora\uff08\u203b\uff09\u306e\u3088\u3046\u306a\u30e2\u30c7\u30eb\u3082\u767b\u5834\u3057\u307e\u3057\u305f\u3002\uff08\u203b2026\u5e746\u6708\u6642\u70b9\u3067\u3001\u30b5\u30fc\u30d3\u30b9\u7d42\u4e86\u3057\u3066\u3044\u307e\u3059\uff09<\/p>\n<h2>\u751f\u6210AI\u3092\u30d0\u30c3\u30af\u30aa\u30d5\u30a3\u30b9\u696d\u52d9\u306b\u6d3b\u7528\u3059\u308b\u306b\u306f\uff1f<\/h2>\n<p><span style=\"background-color: #ffff99;\"><strong>\u751f\u6210AI\u306f\u30d0\u30c3\u30af\u30aa\u30d5\u30a3\u30b9\u696d\u52d9\u306b\u304a\u3051\u308b\u6587\u66f8\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u6574\u7406\u3001\u30e1\u30fc\u30eb\u5bfe\u5fdc\u306a\u3069\u3001\u5b9a\u578b\u696d\u52d9\u306e\u81ea\u52d5\u5316\u306b\u5927\u304d\u304f\u8ca2\u732e\u3057\u307e\u3059\u3002<\/strong><\/span>\u5c0e\u5165\u306b\u3088\u3063\u3066\u4f5c\u696d\u6642\u9593\u3092\u534a\u6e1b\u3067\u304d\u308b\u30b1\u30fc\u30b9\u3082\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<h3>\u66f8\u985e\u4f5c\u6210\u30fb\u5951\u7d04\u66f8\u30c1\u30a7\u30c3\u30af\u3067\u306e\u6d3b\u7528<\/h3>\n<p>\u5951\u7d04\u66f8\u306e\u30c9\u30e9\u30d5\u30c8\u4f5c\u6210\u3001\u8b70\u4e8b\u9332\u306e\u8981\u7d04\u3001\u7a1f\u8b70\u66f8\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u751f\u6210\u306a\u3069\u3001\u6587\u66f8\u7cfb\u306e\u696d\u52d9\u306f\u751f\u6210AI\u306e\u5f97\u610f\u5206\u91ce\u3067\u3059\u3002\u793e\u5185\u30eb\u30fc\u30eb\u306b\u6cbf\u3063\u305f\u6587\u4f53\u3084\u7528\u8a9e\u306b\u5408\u308f\u305b\u3066\u51fa\u529b\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u8868\u8a08\u7b97\u30bd\u30d5\u30c8\u3068\u306e\u9023\u643a\u306b\u3088\u308b\u52b9\u7387\u5316<\/h3>\n<p>Microsoft Excel\uff08\u30a8\u30af\u30bb\u30eb\uff09\u3084Google\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff08Google\u30b7\u30fc\u30c8\uff09\u3068\u9023\u643a\u3059\u308b\u3053\u3068\u3067\u3001\u95a2\u6570\u306e\u81ea\u52d5\u751f\u6210\u3001\u30c7\u30fc\u30bf\u6574\u5f62\u3001\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u306e\u81ea\u52d5\u5316\u304c\u53ef\u80fd\u3067\u3059\u3002Copilot for Excel\u3084Google Workspace\u306eGemini\u306a\u3069\u304c\u4ee3\u8868\u4f8b\u3067\u3059\u3002<\/p>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/www.microsoft.com\/ja-jp\/microsoft-365\/excel\" target=\"_blank\" rel=\"noopener\">Microsoft 365 Copilot\uff5cMicrosoft\u516c\u5f0f<\/a><\/p>\n<h3>\u30e1\u30fc\u30eb\u5bfe\u5fdc\u30fb\u554f\u3044\u5408\u308f\u305b\u696d\u52d9\u3067\u306e\u6d3b\u7528<\/h3>\n<p>\u5b9a\u578b\u7684\u306a\u30e1\u30fc\u30eb\u8fd4\u4fe1\u3001FAQ\u4f5c\u6210\u3001\u793e\u5185\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u5316\u306a\u3069\u3082\u751f\u6210AI\u304c\u5f97\u610f\u3068\u3059\u308b\u9818\u57df\u3067\u3059\u3002\u5fc5\u8981\u306a\u793e\u5185\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u81ea\u793e\u306e\u6587\u4f53\u3084\u30eb\u30fc\u30eb\u306b\u6cbf\u3063\u305f\u5fdc\u7b54\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u8b70\u4e8b\u9332\u30fb\u6587\u5b57\u8d77\u3053\u3057\u696d\u52d9\u306e\u81ea\u52d5\u5316<\/h3>\n<p>\u4f1a\u8b70\u97f3\u58f0\u3092\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u3001\u81ea\u52d5\u3067\u6587\u5b57\u8d77\u3053\u3057\u30fb\u8981\u7d04\u30fb\u30a2\u30af\u30b7\u30e7\u30f3\u30a2\u30a4\u30c6\u30e0\u62bd\u51fa\u307e\u3067\u884c\u3048\u307e\u3059\u3002Notion AI\u3084Microsoft Teams Premium\u306a\u3069\u306b\u540c\u7a2e\u306e\u6a5f\u80fd\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u696d\u52d9\u5225\u30fb\u6d3b\u7528\u30b7\u30fc\u30f3\u65e9\u898b\u8868<\/h3>\n<p>\u30d0\u30c3\u30af\u30aa\u30d5\u30a3\u30b9\u696d\u52d9\u3067\u306e\u4ee3\u8868\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\u3092\u6574\u7406\u3057\u307e\u3057\u305f\u3002<\/p>\n<table>\n<colgroup>\n<col style=\"width: 32.0%;\">\n<col style=\"width: 68.0%;\">\n<\/colgroup>\n<tr>\n<th style=\"text-align: center;\"><strong>\u696d\u52d9\u9818\u57df<\/strong><\/th>\n<th style=\"text-align: center;\"><strong>\u6d3b\u7528\u4f8b<\/strong><\/th>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\">\u6587\u66f8\u4f5c\u6210<\/td>\n<td style=\"text-align: center;\">\u5951\u7d04\u66f8\u30c9\u30e9\u30d5\u30c8\u3001\u7a1f\u8b70\u66f8<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\">\u7d4c\u7406<\/td>\n<td style=\"text-align: center;\">\u4ed5\u8a33\u88dc\u52a9\u3001\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\">\u4eba\u4e8b<\/td>\n<td style=\"text-align: center;\">\u6c42\u4eba\u7968\u4f5c\u6210\u3001\u9762\u63a5\u8cea\u554f\u751f\u6210<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\">\u7dcf\u52d9<\/td>\n<td style=\"text-align: center;\">\u793e\u5185\u901a\u77e5\u6587\u3001\u898f\u7a0b\u6574\u5099<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\">\u60c5\u5831\u30b7\u30b9\u30c6\u30e0<\/td>\n<td style=\"text-align: center;\">FAQ\u4f5c\u6210\u3001\u793e\u5185\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/td>\n<\/tr>\n<\/table>\n<h2>\u751f\u6210AI\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3068\u6ce8\u610f\u70b9\u306f\uff1f<\/h2>\n<p>\u751f\u6210AI\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u306f\u696d\u52d9\u52b9\u7387\u5316\u3068\u30a2\u30a4\u30c7\u30a2\u5275\u51fa\u306e\u652f\u63f4\u306b\u3042\u308a\u3001\u6ce8\u610f\u70b9\u306f\u8aa4\u60c5\u5831\u751f\u6210\u3084\u60c5\u5831\u6f0f\u3048\u3044\u30ea\u30b9\u30af\u3078\u306e\u5bfe\u7b56\u3067\u3059\u3002\u4e21\u9762\u3092\u7406\u89e3\u3057\u305f\u3046\u3048\u3067\u5c0e\u5165\u3092\u9032\u3081\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<h3>\u4e3b\u306a\u30e1\u30ea\u30c3\u30c8<\/h3>\n<p>\u751f\u6210AI\u5c0e\u5165\u306e\u4ee3\u8868\u7684\u306a\u30e1\u30ea\u30c3\u30c8\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<div class=\"summary-box\">\n<ol>\n<li>\u4f5c\u696d\u6642\u9593\u306e\u5927\u5e45\u306a\u77ed\u7e2e\uff08\u6587\u66f8\u4f5c\u6210\u30fb\u8981\u7d04\u30fb\u7ffb\u8a33\u306a\u3069\uff09<\/li>\n<li>24\u6642\u9593\u7a3c\u50cd\u3059\u308b\u81ea\u52d5\u5316\u304c\u53ef\u80fd<\/li>\n<li>\u30a2\u30a4\u30c7\u30a2\u51fa\u3057\u3084\u30c9\u30e9\u30d5\u30c8\u4f5c\u6210\u306e\u652f\u63f4<\/li>\n<li>\u5c02\u9580\u77e5\u8b58\u306e\u88dc\u5b8c\uff08\u6cd5\u5f8b\u30fb\u7a0e\u52d9\u306a\u3069\uff09<\/li>\n<li>\u591a\u8a00\u8a9e\u5bfe\u5fdc\u306e\u5bb9\u6613\u5316<\/li>\n<\/ol>\n<\/div>\n<h3>\u4e3b\u306a\u6ce8\u610f\u70b9\u30fb\u30ea\u30b9\u30af<\/h3>\n<p>\u4e00\u65b9\u3067\u3001\u4ee5\u4e0b\u306e\u30ea\u30b9\u30af\u306b\u306f\u5341\u5206\u306a\u914d\u616e\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<table>\n<colgroup>\n<col style=\"width: 22.4%;\">\n<col style=\"width: 40.1%;\">\n<col style=\"width: 37.5%;\">\n<\/colgroup>\n<tr>\n<th style=\"text-align: center;\"><strong>\u30ea\u30b9\u30af\u9805\u76ee<\/strong><\/th>\n<th style=\"text-align: center;\"><strong>\u5185\u5bb9<\/strong><\/th>\n<th style=\"text-align: center;\"><strong>\u5bfe\u7b56<\/strong><\/th>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3<\/td>\n<td style=\"text-align: left;\">\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u60c5\u5831\u3092\u751f\u6210\u3059\u308b<\/td>\n<td style=\"text-align: left;\">\u51fa\u529b\u7d50\u679c\u3092\u4eba\u304c\u78ba\u8a8d<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u60c5\u5831\u6f0f\u3048\u3044<\/td>\n<td style=\"text-align: left;\">\u6a5f\u5bc6\u60c5\u5831\u304c\u5b66\u7fd2\u306b\u4f7f\u308f\u308c\u308b\u61f8\u5ff5<\/td>\n<td style=\"text-align: left;\">\u6cd5\u4eba\u5411\u3051\u30d7\u30e9\u30f3\u5229\u7528\u3001\u5165\u529b\u898f\u5236<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u8457\u4f5c\u6a29\u4fb5\u5bb3<\/td>\n<td style=\"text-align: left;\">\u5b66\u7fd2\u30c7\u30fc\u30bf\u3084\u51fa\u529b\u7269\u306e\u6a29\u5229\u554f\u984c<\/td>\n<td style=\"text-align: left;\">\u5546\u7528\u5229\u7528\u53ef\u306e\u30b5\u30fc\u30d3\u30b9\u9078\u629e<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u30d0\u30a4\u30a2\u30b9<\/td>\n<td style=\"text-align: left;\">\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u504f\u308a\u304c\u51fa\u529b\u306b\u53cd\u6620<\/td>\n<td style=\"text-align: left;\">\u591a\u69d8\u306a\u8996\u70b9\u3067\u691c\u8a3c<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u30b5\u30a4\u30d0\u30fc\u653b\u6483<\/td>\n<td style=\"text-align: left;\">\u30d5\u30a3\u30c3\u30b7\u30f3\u30b0\u6587\u66f8\u751f\u6210\u7b49\u3078\u306e\u60aa\u7528<\/td>\n<td style=\"text-align: left;\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6559\u80b2\u306e\u5fb9\u5e95<\/td>\n<\/tr>\n<\/table>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/www.digital.go.jp\/resources\/standard_guidelines#ds920\" target=\"_blank\" rel=\"noopener\">DS-920 \u884c\u653f\u306e\u9032\u5316\u3068\u9769\u65b0\u306e\u305f\u3081\u306e\u751f\u6210AI\u306e\u8abf\u9054\u30fb\u5229\u6d3b\u7528\u306b\u4fc2\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\uff5c\u30c7\u30b8\u30bf\u30eb\u5e81<\/a><\/p>\n<h3>\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u6574\u5099\u306e\u30dd\u30a4\u30f3\u30c8<\/h3>\n<p>\u5c0e\u5165\u6642\u306b\u306f\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u6574\u5099\u3057\u3001\u4f7f\u3063\u3066\u3088\u3044\u696d\u52d9\u30fb\u4f7f\u3063\u3066\u306f\u3044\u3051\u306a\u3044\u60c5\u5831\u30fb\u78ba\u8a8d\u30d5\u30ed\u30fc\u3092\u660e\u6587\u5316\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002\u65e5\u672c\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u5354\u4f1a\uff08JDLA\uff09\u304c\u516c\u958b\u3057\u3066\u3044\u308b\u751f\u6210AI\u5229\u7528\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u96db\u5f62\u3082\u53c2\u8003\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/www.jdla.org\/document\/\" target=\"_blank\" rel=\"noopener\">\u751f\u6210AI\u306e\u5229\u7528\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\uff5cJDLA<\/a><\/p>\n<h2>\u751f\u6210AI\u306e\u5c0e\u5165\u306f\u3069\u306e\u3088\u3046\u306a\u624b\u9806\u3067\u9032\u3081\u308b\u3079\u304d\u304b\uff1f<\/h2>\n<p><span style=\"background-color: 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Enterprise\u3084Microsoft Copilot\u306a\u3069\u306e\u6cd5\u4eba\u5411\u3051\u30d7\u30e9\u30f3\u3092\u691c\u8a0e\u3057\u307e\u3059\u3002<\/p>\n<h3>STEP3\uff1a\u30d1\u30a4\u30ed\u30c3\u30c8\u5c0e\u5165\u3068\u52b9\u679c\u6e2c\u5b9a<\/h3>\n<p>\u5c0f\u898f\u6a21\u306a\u30c1\u30fc\u30e0\u3067\u8a66\u9a13\u904b\u7528\u3057\u3001\u524a\u6e1b\u6642\u9593\u30fb\u54c1\u8cea\u30fb\u30c8\u30e9\u30d6\u30eb\u4e8b\u4f8b\u3092\u8a18\u9332\u3057\u307e\u3059\u30021\u301c3\u304b\u6708\u7a0b\u5ea6\u3092\u76ee\u5b89\u306b\u5b9f\u65bd\u3059\u308b\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/p>\n<h3>STEP4\uff1a\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u6574\u5099\u3068\u5168\u793e\u5c55\u958b<\/h3>\n<p>\u30d1\u30a4\u30ed\u30c3\u30c8\u306e\u7d50\u679c\u3092\u8e0f\u307e\u3048\u3001\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u6574\u5099\u3057\u305f\u3046\u3048\u3067\u5168\u793e\u3078\u5c55\u958b\u3057\u307e\u3059\u3002\u4e26\u884c\u3057\u3066\u3001\u793e\u54e1\u5411\u3051\u306e\u7814\u4fee\u3084\u30d7\u30ed\u30f3\u30d7\u30c8\u5171\u6709\u306e\u4ed5\u7d44\u307f\u3065\u304f\u308a\u3082\u9032\u3081\u307e\u3059\u3002<\/p>\n<h2>\u751f\u6210AI\u306e\u4eca\u5f8c\u306f\u3069\u3046\u9032\u5316\u3057\u3066\u3044\u304f\u306e\u304b\uff1f<\/h2>\n<p>\u751f\u6210AI\u306f\u4eca\u5f8c\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5316\u30fb\u81ea\u5f8b\u5316\uff08AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5316\uff09\u30fb\u5c0f\u578b\u9ad8\u52b9\u7387\u5316\u306e3\u65b9\u5411\u306b\u9032\u5316\u3057\u3066\u3044\u304f\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6700\u7d42\u7684\u306b\u306fAGI\uff08\u6c4e\u7528\u4eba\u5de5\u77e5\u80fd\uff09\u3078\u3068\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u8b70\u8ad6\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5316\u306e\u52a0\u901f<\/h3>\n<p>\u30c6\u30ad\u30b9\u30c8\u30fb\u753b\u50cf\u30fb\u97f3\u58f0\u30fb\u52d5\u753b\u3092\u4e00\u5ea6\u306b\u6271\u3048\u308b\u300c\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u300d\u304c\u3059\u3067\u306b\u767b\u5834\u3057\u3066\u3044\u307e\u3059\u3002Gemini\u3084GPT-4o\uff08\u30aa\u30e0\u30cb\uff09\u306a\u3069\u304c\u4ee3\u8868\u4f8b\u3067\u3001\u3088\u308a\u4eba\u9593\u306b\u8fd1\u3044\u60c5\u5831\u51e6\u7406\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5316<\/h3>\n<p>\u5358\u306b\u8cea\u554f\u306b\u7b54\u3048\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u81ea\u5f8b\u7684\u306b\u30bf\u30b9\u30af\u3092\u5206\u89e3\u3057\u3001\u30c4\u30fc\u30eb\u3092\u4f7f\u3044\u5206\u3051\u3066\u76ee\u7684\u3092\u9054\u6210\u3059\u308b\u300cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u300d\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30d0\u30c3\u30af\u30aa\u30d5\u30a3\u30b9\u696d\u52d9\u306e\u81ea\u52d5\u5316\u3092\u4e00\u6bb5\u3068\u9032\u3081\u308b\u6280\u8853\u3068\u3057\u3066\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>AGI\uff08\u6c4e\u7528\u4eba\u5de5\u77e5\u80fd\uff09\u3078\u306e\u5c55\u671b<\/h3>\n<p>AGI\uff08Artificial General 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