{"id":3890,"date":"2023-04-25T11:00:02","date_gmt":"2023-04-25T02:00:02","guid":{"rendered":"https:\/\/github.blog\/jp\/?p=3890"},"modified":"2023-04-25T10:59:03","modified_gmt":"2023-04-25T01:59:03","slug":"what-developers-need-to-know-about-generative-ai","status":"publish","type":"post","link":"https:\/\/github.blog\/jp\/2023-04-25-what-developers-need-to-know-about-generative-ai\/","title":{"rendered":"\u751f\u6210\u7cfbAI\u306b\u3064\u3044\u3066\u958b\u767a\u8005\u304c\u77e5\u3063\u3066\u304a\u304f\u3079\u304d\u3053\u3068"},"content":{"rendered":"<p style=\"font-size: 14px;\">\u6628\u4eca\u306e\u30cb\u30e5\u30fc\u30b9\u3092\u5e2d\u6372\u3059\u308b\u300c\u751f\u6210\u7cfbAI\uff08Generative AI\uff09\u300d\u3067\u3059\u304c\u3001\u53b3\u5bc6\u306b\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<br \/>\n\u751f\u6210\u7cfbAI\u306b\u3064\u3044\u3066\u77e5\u3063\u3066\u304a\u304f\u3079\u304d\u3053\u3068\u3001\u307e\u305f\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u3069\u306e\u3088\u3046\u306a\u610f\u5473\u3092\u6301\u3064\u306e\u304b\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<hr \/>\n<p>\u7686\u3055\u3093\u306f\u3053\u308c\u307e\u3067\u306b\u3001<a href=\"https:\/\/chat.openai.com\/chat\" rel=\"noopener\" target=\"_blank\">ChatGPT<\/a>\u3001<a href=\"https:\/\/openai.com\/product\/dall-e-2\" rel=\"noopener\" target=\"_blank\">DALL-E<\/a>\u3001<a href=\"https:\/\/github.com\/features\/copilot\/\" rel=\"noopener\" target=\"_blank\">GitHub Copilot<\/a>\u3068\u3044\u3063\u305f\u751f\u6210\u7cfbAI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u805e\u3044\u305f\u3053\u3068\u304c\u3042\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u3002\u751f\u6210\u7cfbAI\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u3068\u3001\u30e1\u30fc\u30eb\u306e\u4ef6\u540d\u304b\u3089\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b3\u30fc\u30c9\u306e\u95a2\u6570\u3001\u30a2\u30fc\u30c8\u306b\u81f3\u308b\u307e\u3067\u3001\u8ab0\u3067\u3082\u77ac\u6642\u306b\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5e45\u5e83\u3044\u95a2\u5fc3\u3092\u96c6\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u69d8\u3005\u306a\u696d\u754c\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u5236\u4f5c\u306b\u9769\u547d\u3092\u3082\u305f\u3089\u3059\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u304b\u3089\u3001\u751f\u6210\u7cfbAI\u3068\u306f\u4f55\u304b\u3001\u3069\u306e\u3088\u3046\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u304b\u3001\u8ab0\u304c\u5229\u7528\u3057\u3066\u3044\u308b\u304b\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u4eca\u56de\u306f\u3001\u751f\u6210\u7cfbAI\u3068\u306f\u4f55\u304b\u3001\u3069\u306e\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304b\u3001\u5b9f\u969b\u306e\u5fdc\u7528\u4f8b\u3001\u65e2\u306b\u4eba\u3005\uff08\u304a\u3088\u3073\u958b\u767a\u8005\uff09\u306e\u50cd\u304d\u65b9\u3092\u3069\u306e\u3088\u3046\u306b\u5909\u3048\u3066\u3044\u308b\u304b\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<figure class=\"gh-full-blockquote mx-0 pl-6 mt-6 mt-md-7 mb-7 mb-md-8\">\n<blockquote>\n<p style=\"color:#000; font-size:23px; font-weight:bold; margin-bottom:14px\">\u751f\u6210\u7cfbAI\u3068\u306f<\/p>\n<p>\u7c21\u5358\u306b\u8a00\u3046\u3068\u3001\u30c6\u30ad\u30b9\u30c8\u3001\u753b\u50cf\u3001\u52d5\u753b\u3001\u97f3\u697d\u3001\u30b3\u30fc\u30c9\u306a\u3069\u306e\u65b0\u3057\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306e\u3001AI\u30e2\u30c7\u30eb\u3068\u30c4\u30fc\u30eb\u306e1\u3064\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u3067\u3059\u3002\u751f\u6210\u7cfbAI\u306f\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3084\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306a\u3069\u306e\u69d8\u3005\u306a\u624b\u6cd5\u3092\u99c6\u4f7f\u3057\u3066\u30d1\u30bf\u30fc\u30f3\u3092\u8b58\u5225\u3057\u3001\u305d\u306e\u30d1\u30bf\u30fc\u30f3\u306b\u57fa\u3065\u3044\u3066\u65b0\u305f\u306a\u7d50\u679c\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u30b3\u30f3\u30c6\u30f3\u30c4\u3001\u30b3\u30fc\u30c9\u3001\u753b\u50cf\u306a\u3069\u306e\u4f5c\u6210\u306b\u95a2\u3057\u3066\u3001\u4f01\u696d\u3084\u4eba\u3005\uff08\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u8005\u3084\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u542b\u3080\uff09\u306f\u751f\u6210\u7cfbAI\u30c4\u30fc\u30eb\u306b\u307e\u3059\u307e\u3059\u671f\u5f85\u3092\u5bc4\u305b\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/blockquote>\n<\/figure>\n<h3 id=\"%e7%94%9f%e6%88%90%e7%b3%bbai%e3%81%ae%e4%bd%bf%e7%94%a8%e7%9b%ae%e7%9a%84\">\u751f\u6210\u7cfbAI\u306e\u4f7f\u7528\u76ee\u7684<a href=\"#%e7%94%9f%e6%88%90%e7%b3%bbai%e3%81%ae%e4%bd%bf%e7%94%a8%e7%9b%ae%e7%9a%84\" class=\"heading-link\" aria-label=\"\u751f\u6210\u7cfbAI\u306e\u4f7f\u7528\u76ee\u7684\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h3>\n<p>ChatGPT\u3084<a href=\"https:\/\/www.microsoft.com\/en-us\/bing\" rel=\"noopener\" target=\"_blank\">\u65b0\u3057\u3044Bing<\/a>\u3068\u3044\u3063\u305f\u65b0\u3057\u3044\u751f\u6210\u7cfbAI\u30c4\u30fc\u30eb\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u8033\u306b\u3057\u305f\u3053\u3068\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u751f\u6210\u7cfbAI\u306b\u306f\u3001\u5358\u4e00\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u307e\u305f\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3088\u308a\u3082\u591a\u304f\u306e\u3082\u306e\u304c\u5b58\u5728\u3057\u307e\u3059\u3002<\/p>\n<p>\u5f93\u6765\u578b\u306eAI\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30d1\u30bf\u30fc\u30f3\u3092\u8b58\u5225\u3059\u308b\u305f\u3081\u306b\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u3084\u4f01\u696d\u3092\u652f\u63f4\u3059\u308b\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u4e00\u65b9\u3001\u751f\u6210\u7cfbAI\u306f\u4e00\u6b69\u5148\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u8907\u96d1\u306a\u30b7\u30b9\u30c6\u30e0\u3068\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3001\u81ea\u7136\u8a00\u8a9e\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u57fa\u3065\u3044\u3066\u753b\u50cf\u3001\u30c6\u30ad\u30b9\u30c8\u3001\u307e\u305f\u306f\u97f3\u58f0\u306e\u5f62\u5f0f\u3067\u3001\u4eca\u307e\u3067\u306b\u306a\u304b\u3063\u305f\u51fa\u529b\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u751f\u6210\u7cfbAI\u30e2\u30c7\u30eb\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u6b21\u306e\u7528\u9014\u306b\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30c6\u30ad\u30b9\u30c8\u306e\u751f\u6210<\/strong>\uff1aAI\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u306f<a href=\"https:\/\/www.deep-talk.ai\/post\/history-and-present-of-natural-language-processing\" rel=\"noopener\" target=\"_blank\">1970\u5e74\u4ee3\u304b\u3089\u958b\u767a\u3055\u308c\u3066\u304d\u305f<\/a>\u5206\u91ce\u3067\u3059\u304c\u3001\u6700\u8fd1\u3067\u306f\u3001AI\u7814\u7a76\u8005\u304c\u6575\u5bfe\u7684\u751f\u6210\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08GAN\uff09\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3066\u3001\u4eba\u9593\u306e\u3088\u3046\u306a\u4f1a\u8a71\u3092\u30e2\u30c7\u30eb\u5316\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u4e3b\u306a\u4f8b\u3068\u3057\u3066\u3001<a href=\"https:\/\/openai.com\/blog\/chatgpt\" rel=\"noopener\" target=\"_blank\">OpenAI\u793e\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3042\u308bChatGPT<\/a>\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002ChatGPT\u306f\u4f55\u5343\u3082\u306e\u30c6\u30ad\u30b9\u30c8\u3001\u66f8\u7c4d\u3001\u8ad6\u6587\u3001\u30b3\u30fc\u30c9\u30ea\u30dd\u30b8\u30c8\u30ea\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u3001\u81ea\u7136\u8a00\u8a9e\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u8cea\u554f\u306b\u5bfe\u3057\u3066\u5b8c\u5168\u306a\u56de\u7b54\u3092\u8fd4\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image5-1.png?w=1024&#038;resize=1024%2C391\" alt=\"An example of text generation in ChatGPT\" width=\"1024\" height=\"391\" class=\"alignnone size-large wp-image-3904\" srcset=\"https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image5-1.png?w=1442 1442w, https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image5-1.png?w=300 300w, https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image5-1.png?w=768 768w, https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image5-1.png?w=1024 1024w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><br \/>\n<span style=\"font-size:14px;\">\u4f8b\uff1aChatGPT\u3067\u306e\u30c6\u30ad\u30b9\u30c8\u751f\u6210<\/span><\/p>\n<ul>\n<li><strong>\u753b\u50cf\u306e\u751f\u6210<\/strong>\uff1a\u751f\u6210\u7cfbAI\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3059\u308b\u3068\u3001\u81ea\u7136\u8a00\u8a9e\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u65b0\u3057\u3044\u753b\u50cf\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u73fe\u5728\u306e\u30c4\u30fc\u30eb\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u6700\u3082\u4eba\u6c17\u306e\u3042\u308b\u624b\u6cd5\u306e1\u3064\u3067\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u969b\u306e\u76ee\u6a19\u306f\u3001\u4e0e\u3048\u3089\u308c\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5185\u5bb9\u3092\u6b63\u78ba\u306b\u8868\u73fe\u3057\u305f\u753b\u50cf\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001<a href=\"https:\/\/openai.com\/product\/dall-e-2\" rel=\"noopener\" target=\"_blank\">\u4eba\u6c17\u306eAI\u753b\u50cf\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u3067\u3042\u308bDALL-E 2<\/a>\u306b\u300c\u30bf\u30ed\u30c3\u30c8\u30ab\u30fc\u30c9\u5360\u3044\u3092\u3057\u3066\u3044\u308b\u67f4\u72ac\u3092\u63cf\u3044\u305f\u5370\u8c61\u6d3e\u98a8\u6cb9\u7d75\u300d\u3068\u3044\u3046\u30c6\u30ad\u30b9\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4e0e\u3048\u308b\u3068\u3001\u4e0b\u306e\u7d75\u306e\u3088\u3046\u306a\u7d50\u679c\u304c\u5f97\u3089\u308c\u307e\u3059\uff08\u7d20\u6674\u3089\u3057\u3044\u4f5c\u54c1\u3067\u3059\u306d\uff09\u3002<\/li>\n<\/ul>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image1-1.png?w=1024&#038;resize=1024%2C1024\" alt=\"An AI-generated image from DALL-E 2 of a Shiba Inu dog giving a tarot card reading\" width=\"1024\" height=\"1024\" class=\"alignnone size-large wp-image-3901\" srcset=\"https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image1-1.png?w=1024 1024w, https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image1-1.png?w=150 150w, https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image1-1.png?w=300 300w, https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image1-1.png?w=768 768w, https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image1-1.png?w=90 90w, https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image1-1.png?w=116 116w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><br \/>\n<span style=\"font-size:14px;\">\u4f8b\uff1aDALL-E 2\u3067AI\u304c\u751f\u6210\u3057\u305f\u753b\u50cf\u300c\u30bf\u30ed\u30c3\u30c8\u30ab\u30fc\u30c9\u5360\u3044\u3092\u3059\u308b\u67f4\u72ac\u300d<\/span><\/p>\n<ul>\n<li><strong>\u52d5\u753b\u306e\u751f\u6210<\/strong>\uff1aStable Diffusion\u306a\u3069\u306e\u751f\u6210\u7cfbAI\u30e2\u30c7\u30eb\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u753b\u50cf\u53c2\u7167\u3092\u901a\u3058\u3066\u6307\u5b9a\u3055\u308c\u305f\u30b9\u30bf\u30a4\u30eb\u3092\u9069\u7528\u3059\u308b\u3053\u3068\u3067\u3001<a href=\"https:\/\/stablediffusionweb.com\/\" rel=\"noopener\" target=\"_blank\">\u65e2\u5b58\u306e\u52d5\u753b\u304b\u3089\u65b0\u3057\u3044\u52d5\u753b\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/a>GitHub\u306b\u3042\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e1\u3064\u3067\u3042\u308b<a href=\"https:\/\/github.com\/nateraw\/stable-diffusion-videos\" rel=\"noopener\" target=\"_blank\">stable-diffusion-videos<\/a>\u3067\u306f\u3001Stable Diffusion\u3092\u4f7f\u7528\u3057\u3066\u30c6\u30ad\u30b9\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8\u9593\u3067\u30e2\u30fc\u30d5\u30a3\u30f3\u30b0\u3067\u304d\u308b\u30df\u30e5\u30fc\u30b8\u30c3\u30af\u30d3\u30c7\u30aa\u3068\u52d5\u753b\u306e\u4f5c\u6210\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3001\u5f79\u7acb\u3064\u4f8b\u3068\u30d2\u30f3\u30c8\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\n<\/li>\n<\/ul>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image3.gif?w=600&#038;resize=600%2C360\" alt=\"An example of a video created with a text prompt using diffusion models from [Imagen Video](https:\/\/imagen.research.google\/).\" width=\"600\" height=\"360\" class=\"alignnone size-large wp-image-3902\" \/><\/p>\n<ul>\n<li><strong>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b3\u30fc\u30c9\u306e\u751f\u6210<\/strong>\uff1a\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3092\u6c42\u3081\u3066\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3084\u958b\u767a\u8005\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30b0\u30eb\u30fc\u30d7\u3092\u63a2\u3057\u56de\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u751f\u6210\u7cfbAI\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3059\u308b\u3068\u3001\u81ea\u7136\u8a00\u8a9e\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u65b0\u3057\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u305f\u308a\u3001\u30b3\u30fc\u30c9\u63d0\u6848\u6a5f\u80fd\u3092\u4f7f\u3063\u3066\u90e8\u5206\u7684\u306b\u8a18\u8ff0\u3055\u308c\u305f\u30b3\u30fc\u30c9\u3092\u5b8c\u6210\u3055\u305b\u305f\u308a\u3001\u3042\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u304b\u3089\u5225\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306b\u7ffb\u8a33\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<a href=\"https:\/\/github.com\/features\/copilot\/\" rel=\"noopener\" target=\"_blank\">GitHub Copilot<\/a>\u306e\u4ed5\u7d44\u307f\u3092\u7c21\u5358\u306b\u7d39\u4ecb\u3059\u308b\u3068\u3001GitHub Copilot\u306f<a href=\"https:\/\/github.blog\/2023-02-14-github-copilot-now-has-a-better-ai-model-and-new-capabilities\/\" rel=\"noopener\" target=\"_blank\">OpenAI\u793e\u306eCodex\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u304a\u308a\u3001\u958b\u767a\u8005\u306e\u30a8\u30c7\u30a3\u30bf\u30fc\u304b\u3089\u76f4\u63a5\u30b3\u30fc\u30c9\u63d0\u6848\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/a>\u305f\u3060\u3057\u3001\u3069\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u30c4\u30fc\u30eb\u306b\u3082\u8a00\u3048\u308b\u3053\u3068\u3067\u3059\u304c\u3001\u751f\u6210\u3055\u308c\u305f\u30b3\u30fc\u30c9\u3092\u672c\u756a\u74b0\u5883\u306b\u30de\u30fc\u30b8\u3059\u308b\u524d\u306b\u5fc5\u305a\u30ec\u30d3\u30e5\u30fc\u3059\u308b\u3088\u3046\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n<li><strong>\u30c7\u30fc\u30bf\u306e\u751f\u6210<\/strong>\uff1a\u751f\u6210\u7cfbAI\u306e\u4e00\u822c\u7684\u306a\u6d3b\u7528\u4f8b\u3068\u3057\u3066\u6319\u3052\u3089\u308c\u308b\u306e\u304c\u3001<a href=\"https:\/\/mostly.ai\/synthetic-data\/what-is-synthetic-data\/\" rel=\"noopener\" target=\"_blank\">\u5408\u6210\u30c7\u30fc\u30bf<\/a>\u3068\u547c\u3070\u308c\u308b\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u306e\u4f5c\u6210\u3068\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u62e1\u5f35\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u65b0\u305f\u306a\u30b5\u30f3\u30d7\u30eb\u3092\u751f\u6210\u3057\u3066\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30b5\u30a4\u30ba\u3092\u5897\u3084\u3057\u3001\u305d\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3066\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u30e2\u30c7\u30eb\u3092\u6539\u826f\u3059\u308b\u3053\u3068\u304c\u542b\u307e\u308c\u307e\u3059\u304c\u3001\u5b9f\u969b\u306e\u30e6\u30fc\u30b6\u30fc\u30c7\u30fc\u30bf\u306f\u30e2\u30c7\u30eb\u306e\u5f37\u5316\u306b\u5229\u7528\u3055\u308c\u306a\u3044\u305f\u3081\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306f\u78ba\u5b9f\u306b\u5b88\u3089\u308c\u307e\u3059\u3002\u5408\u6210\u30c7\u30fc\u30bf\u306e\u751f\u6210\u3092\u5229\u7528\u3059\u308b\u3068\u3001\u5358\u306a\u308b\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u306f\u306a\u304f\u3001\u6709\u610f\u7fa9\u3067\u6709\u7528\u306a\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<a href=\"https:\/\/getcruise.com\/\" rel=\"noopener\" target=\"_blank\">Cruise\u793e<\/a>\u3001<a href=\"https:\/\/waymo.com\/\" rel=\"noopener\" target=\"_blank\">Waymo\u793e<\/a>\u306a\u3069\u3001\u81ea\u52d5\u904b\u8ee2\u306e\u958b\u767a\u306b\u643a\u308f\u308b\u591a\u304f\u306e\u4f01\u696d\u304c<a href=\"https:\/\/techcrunch.com\/2022\/11\/16\/parallel-domain-says-autonomous-driving-wont-scale-without-synthetic-data\/\" rel=\"noopener\" target=\"_blank\">AI\u3067\u751f\u6210\u3055\u308c\u305f\u5408\u6210\u30c7\u30fc\u30bf\u3092\u8a8d\u77e5\u30b7\u30b9\u30c6\u30e0\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u5229\u7528\u3057\u3001<\/a>\u8d70\u884c\u4e2d\u3082\u8eca\u4e21\u304c\u73fe\u5b9f\u4e16\u754c\u306e\u72b6\u6cc1\u306b\u5408\u308f\u305b\u3066\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<li><strong>\u8a00\u8a9e\u7ffb\u8a33<\/strong>\uff1a\u751f\u6210\u7cfbAI\u3068\u7d44\u307f\u5408\u308f\u305b\u305f\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09\u30e2\u30c7\u30eb\u306f\u3001\u307e\u3059\u307e\u3059\u4e00\u822c\u7684\u306b\u5229\u7528\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u8a00\u8a9e\u7ffb\u8a33\u3092\u305d\u306e\u5834\u3067\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306a\u3069\u3092\u9867\u5ba2\u306e\u6bcd\u56fd\u8a9e\u3067\u63d0\u4f9b\u3067\u304d\u308b\u305f\u3081\u3001\u4f01\u696d\u306f\u8a00\u8a9e\u306e\u58c1\u3092\u6253\u3061\u7834\u308a\u3001\u9867\u5ba2\u57fa\u76e4\u3092\u62e1\u5927\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u751f\u6210\u7cfbAI\u306f\u3001\u8907\u96d1\u306a\u6df1\u5c64\u5b66\u7fd2\uff08DL\uff09\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u3066\u30bd\u30fc\u30b9\u30c6\u30ad\u30b9\u30c8\u306e\u6587\u8108\u3092\u7406\u89e3\u3057\u3001\u6587\u7ae0\u3092\u5225\u306e\u8a00\u8a9e\u3067\u8a00\u8a9e\u5b66\u7684\u306b\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u4f8b\u3048\u3070\u95a2\u6570\u3092Python\u304b\u3089Java\u306b\u5909\u63db\u3059\u308b\u306a\u3069\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u8a00\u8a9e\u306b\u3082\u5fdc\u7528\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<figure class=\"gh-full-blockquote mx-0 pl-6 mt-6 mt-md-7 mb-7 mb-md-8\">\n<blockquote>\n<p><strong>\u3053\u308c\u307e\u3067\u306e\u8981\u70b9<\/strong>\uff1a\u751f\u6210\u7cfbAI\u306f\u6bd4\u8f03\u7684\u65b0\u3057\u3044\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3067\u3059\u304c\u3001\u6d88\u8cbb\u8005\u3084\u30d3\u30b8\u30cd\u30b9\u5411\u3051\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u65e2\u306b\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u3088\u308a\u660e\u78ba\u3067\u5177\u4f53\u7684\u306a\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u305f\u3081\u306b\u3001\u751f\u6210\u7cfbAI\u306e\u6d3b\u7528\u4f8b\u306f\u4eca\u5f8c\u3082\u767a\u5c55\u3092\u7d9a\u3051\u3001\u751f\u6210\u7cfbAI\u3092\u4f7f\u7528\u3057\u3066\u4f5c\u6210\u3055\u308c\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u6570\u3082\u5897\u3048\u7d9a\u3051\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<\/blockquote>\n<\/figure>\n<h2 id=\"%e7%94%9f%e6%88%90%e7%b3%bbai%e3%81%ae%e4%bb%95%e7%b5%84%e3%81%bf\">\u751f\u6210\u7cfbAI\u306e\u4ed5\u7d44\u307f<a href=\"#%e7%94%9f%e6%88%90%e7%b3%bbai%e3%81%ae%e4%bb%95%e7%b5%84%e3%81%bf\" class=\"heading-link\" aria-label=\"\u751f\u6210\u7cfbAI\u306e\u4ed5\u7d44\u307f\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p>\u751f\u6210\u7cfbAI\u30e2\u30c7\u30eb\u306f\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u4f7f\u7528\u3057\u3066\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3092\u8b58\u5225\u3057\u3001\u65b0\u3057\u3044\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u30c7\u30fc\u30bf\u307e\u305f\u306f\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n<p>\u3067\u306f\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u306f\u4f55\u3067\u3057\u3087\u3046\u304b\uff1f\u7c21\u5358\u306b\u8a00\u3046\u3068\u3001\u4eba\u9593\u306e\u8133\u306e\u795e\u7d4c\u7d30\u80de\u304b\u3089\u30a4\u30f3\u30b9\u30d4\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5f97\u305f\u3001\u76f8\u4e92\u306b\u9023\u7d50\u3055\u308c\u305f\u30ce\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u30e2\u30c7\u30eb\u3084\u6df1\u5c64\u5b66\u7fd2\uff08DL\uff09\u30e2\u30c7\u30eb\u306e\u57fa\u76e4\u3067\u3042\u308a\u3001\u8907\u96d1\u306a\u69cb\u9020\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u3066\u5927\u91cf\u306e\u30c7\u30fc\u30bf\uff08\u30c6\u30ad\u30b9\u30c8\u3001\u30b3\u30fc\u30c9\u3001\u753b\u50cf\u306a\u3069\uff09\u3092\u51e6\u7406\u3057\u307e\u3059\u3002\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u3057\u3066\u3001\u4e88\u6e2c\u3055\u308c\u308b\u51fa\u529b\u3068\u5fc5\u8981\u306a\u51fa\u529b\u306e\u5dee\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u308b\u305f\u3081\u306b\u3001\u30cb\u30e5\u30fc\u30ed\u30f3\u9593\u306e\u63a5\u7d9a\u306e\u91cd\u307f\u307e\u305f\u306f\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8abf\u6574\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u9593\u9055\u3044\u304b\u3089\u5b66\u7fd2\u3057\u3001\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u3088\u308a\u6b63\u78ba\u306b\u4e88\u6e2c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<figure class=\"gh-full-blockquote mx-0 pl-6 mt-6 mt-md-7 mb-7 mb-md-8\">\n<blockquote>\n<p style=\"color:#000; font-size:23px; font-weight:bold; margin-bottom:14px\">\u6a5f\u68b0\u5b66\u7fd2\u3068AI\u306e\u9055\u3044\u3068\u306f<\/p>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u306fAI\u306e\u4e0b\u4f4d\u5206\u91ce\u306e1\u3064\u3067\u3042\u308a\u3001\u8907\u96d1\u306a\u4e00\u9023\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u3066\u30d1\u30bf\u30fc\u30f3\u3092\u8b58\u5225\u3057\u3001\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u7fd2\u3057\u307e\u3059\u3002AI\u3068\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30b7\u30b9\u30c6\u30e0\u3067\u4eba\u9593\u306e\u77e5\u6027\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3059\u308b\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3067\u304d\u308b\u30e2\u30c7\u30eb\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3059\u308b\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n<\/blockquote>\n<\/figure>\n<p>\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u6a5f\u68b0\u5b66\u7fd2\u3084\u751f\u6210\u7cfbAI\u30e2\u30c7\u30eb\u306b\u304a\u3044\u3066\u4e3b\u8981\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3067\u3042\u308a\u3001\u6a5f\u68b0\u304c\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u7fd2\u3059\u308b\u306e\u3092\u652f\u63f4\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u51fa\u529b\u306e\u7cbe\u5ea6\u3092\u6700\u9069\u5316\u3057\u305f\u308a\u3001\u5165\u529b\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u610f\u601d\u6c7a\u5b9a\u3084\u30ec\u30b3\u30e1\u30f3\u30c9\u3092\u3059\u308b\u305f\u3081\u306b\u3082\u4f7f\u308f\u308c\u307e\u3059\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u30d7\u30ed\u30bb\u30b9\u306e\u81ea\u52d5\u5316\u306b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u5f79\u7acb\u3061\u307e\u3059\u304c\u3001\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3068\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\u304c\u5fc5\u8981\u3067\u3042\u308b\u305f\u3081\u3001\u751f\u6210\u7cfbAI\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u306e\u306f\u6975\u3081\u3066\u8907\u96d1\u3067\u3059\u3002\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u306f\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u9ad8\u54c1\u8cea\u306e\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3059\u308b\u306b\u306f\u6642\u9593\u3068\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u7e70\u308a\u8fd4\u3057\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u8907\u96d1\u306a\u306e\u3067\u3001\u6539\u3081\u3066\u4e00\u822c\u7684\u306a\u751f\u6210\u7cfbAI\u30e2\u30c7\u30eb\u3068\u305d\u306e\u4ed5\u7d44\u307f\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09<\/strong>\uff1a\u81ea\u7136\u8a00\u8a9e\u30c6\u30ad\u30b9\u30c8\u3092\u51e6\u7406\u30fb\u751f\u6210\u3059\u308b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u4e00\u7a2e\u3067\u3059\u3002\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u958b\u767a\u306b\u304a\u3051\u308b\u6700\u3082\u91cd\u8981\u306a\u9032\u6b69\u306e\u3072\u3068\u3064\u306b\u3001\u66f8\u7c4d\u3001Web\u30b5\u30a4\u30c8\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u3078\u306e\u6295\u7a3f\u306a\u3069\u3001\u81a8\u5927\u306a\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u70b9\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u81ea\u7136\u8a00\u8a9e\u306e\u5fdc\u7b54\u3092\u69d8\u3005\u306a\u6587\u8108\u3067\u4e88\u6e2c\u30fb\u751f\u6210\u3067\u304d\u308b\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306fChatGPT\u306e\u3088\u3046\u306b\u3001\u4eee\u60f3\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3001\u30c6\u30ad\u30b9\u30c8\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306a\u3069\u3001\u8907\u6570\u306e\u65b9\u6cd5\u3067\u5b9f\u7528\u7684\u306b\u5fdc\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/li>\n<li><strong>\u6575\u5bfe\u7684\u751f\u6210\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08GAN\uff09<\/strong>\uff1a\u751f\u6210\u7cfbAI\u3067\u6700\u3082\u3088\u304f\u4f7f\u308f\u308c\u308b\u30e2\u30c7\u30eb\u306e1\u3064\u3067\u3042\u308a\u30012\u7a2e\u985e\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u3068\u30c7\u30a3\u30b9\u30af\u30ea\u30df\u30cd\u30fc\u30bf\uff09\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u30e9\u30f3\u30c0\u30e0\u306a\u30ce\u30a4\u30ba\u4fe1\u53f7\u304b\u3089\u753b\u50cf\u3084\u97f3\u58f0\u306a\u3069\u306e\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u4e00\u65b9\u3001\u30c7\u30a3\u30b9\u30af\u30ea\u30df\u30cd\u30fc\u30bf\u30fc\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30bb\u30c3\u30c8\u306e\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u3068\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306b\u3088\u3063\u3066\u751f\u6210\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u533a\u5225\u3059\u308b\u3088\u3046\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u307e\u3059\u3002\n<\/li>\n<\/ul>\n<p>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4e2d\u3001\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u30c7\u30a3\u30b9\u30af\u30ea\u30df\u30cd\u30fc\u30bf\u30fc\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u3060\u307e\u3057\u3066\u672c\u7269\u3060\u3068\u601d\u308f\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3057\u3088\u3046\u3068\u3057\u307e\u3059\u3002\u3053\u306e\u300c\u6575\u5bfe\u7684\u300d\u30d7\u30ed\u30bb\u30b9\u306f\u3001\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30bb\u30c3\u30c8\u5185\u306e\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u3068\u307e\u3063\u305f\u304f\u533a\u5225\u3067\u304d\u306a\u3044\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u307e\u3067\u7d9a\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u3088\u308a\u3001\u3069\u3061\u3089\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3082\u305d\u308c\u305e\u308c\u306e\u30bf\u30b9\u30af\u3092\u3088\u308a\u9069\u5207\u306b\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u7d50\u679c\u7684\u306b\u3088\u308a\u73fe\u5b9f\u7684\u3067\u9ad8\u54c1\u8cea\u306a\u30c7\u30fc\u30bf\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image4-1.png?w=1024&#038;resize=1024%2C447\" alt=\"A diagram illustrating how a generative adversarial network works. Image [CC BY-SA 4.0](https:\/\/creativecommons.org\/licenses\/by-sa\/4.0\/deed.en) \u05d4\u05d0\u05d3\u05dd-\u05d4\u05d7\u05d5\u05e9\u05d1 on wikipedia\" width=\"1024\" height=\"447\" class=\"alignnone size-large wp-image-3903\" srcset=\"https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image4-1.png?w=1694 1694w, https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image4-1.png?w=300 300w, https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image4-1.png?w=768 768w, https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image4-1.png?w=1024 1024w, https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image4-1.png?w=1536 1536w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><br \/>\n<span style=\"font-size:14px;\">\u56f3\uff1a\u6575\u5bfe\u7684\u751f\u6210\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u3069\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3059\u308b\u304b\u3092\u793a\u3059<br \/>\nWikipedia\u306b\u63b2\u8f09\u3055\u308c\u3066\u3044\u308b\u05d4\u05d0\u05d3\u05dd-\u05d4\u05d7\u05d5\u05e9\u05d1\u753b\u50cf[CC BY-SA 4.0]<br \/>\n(https:\/\/creativecommons.org\/licenses\/by-sa\/4.0\/deed.en)<br \/>\n<\/span><\/p>\n<ul>\n<li><strong>Transformer\u30d9\u30fc\u30b9\u306e\u30e2\u30c7\u30eb<\/strong>\uff1aTransformer\u3092\u30d9\u30fc\u30b9\u3068\u3057\u305f\u30e2\u30c7\u30eb\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u9023\u7d9a\u3057\u305f\u30c7\u30fc\u30bf\u306e\u95a2\u4fc2\u6027\u3092\u8ffd\u8de1\u3057\u3001\u6587\u8108\u3084\u610f\u5473\u3092\u5b66\u7fd2\u3059\u308b\u3053\u3068\u3067\u52d5\u4f5c\u3057\u307e\u3059\u3002\u3064\u307e\u308a\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u6a5f\u68b0\u7ffb\u8a33\u3001\u8a00\u8a9e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u8cea\u554f\u3078\u306e\u56de\u7b54\u306a\u3069\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30bf\u30b9\u30af\u3092\u975e\u5e38\u306b\u5f97\u610f\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001<a href=\"https:\/\/openai.com\/research\/gpt-4\" rel=\"noopener\" target=\"_blank\">GPT-4<\/a>\uff08Generative Pre-trained Transformer 4\uff09\u306a\u3069\u306e\u4eba\u6c17\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u4f7f\u308f\u308c\u3066\u304a\u308a\u3001\u753b\u50cf\u8a8d\u8b58\u306a\u3069\u9023\u7d9a\u3057\u305f\u30c7\u30fc\u30bf\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u5fc5\u8981\u3068\u3059\u308b\u30bf\u30b9\u30af\u306b\u3082\u5fdc\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<li><strong>\u5909\u5206\u30aa\u30fc\u30c8\u30a8\u30f3\u30b3\u30fc\u30c0\u30e2\u30c7\u30eb\uff08VAE\uff09<\/strong>\uff1a2\u7a2e\u985e\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08\u30a8\u30f3\u30b3\u30fc\u30c0\u3068\u30c7\u30b3\u30fc\u30c0\uff09\u3092\u4f7f\u7528\u3057\u3066\u6a5f\u80fd\u3059\u308b\u3068\u3044\u3046\u70b9\u3067GAN\u306b\u4f3c\u3066\u3044\u307e\u3059\u3002VAE\u3067\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3066\u3088\u308a\u5c0f\u3055\u306a\u8868\u73fe\u306b\u5727\u7e2e\u3057\u305f\u4e0a\u3067\u3001\u30aa\u30ea\u30b8\u30ca\u30eb\u30c7\u30fc\u30bf\u306b\u985e\u4f3c\u3057\u305f\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002VAE\u306f\u3001\u753b\u50cf\u3001\u52d5\u753b\u3001\u97f3\u58f0\u306e\u751f\u6210\u306b\u3088\u304f\u4f7f\u308f\u308c\u3066\u304a\u308a\u3001\u300c20\u4e07\u679a\u3092\u8d85\u3048\u308b\u6709\u540d\u4eba\u306e\u753b\u50cf\u304c\u542b\u307e\u308c\u3066\u3044\u308b<a href=\"http:\/\/mmlab.ie.cuhk.edu.hk\/projects\/CelebA.html\" rel=\"noopener\" target=\"_blank\">CelebA<\/a>\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u3068\u3001\u5b9f\u5728\u3057\u306a\u3044\u4eba\u306e\u307e\u3063\u305f\u304f\u65b0\u3057\u3044\u30dd\u30fc\u30c8\u30ec\u30fc\u30c8\u3092\u4f5c\u6210\u3067\u304d\u308b\u300d\u3068\u3044\u3046\u9762\u767d\u3044\u4e8b\u5b9f\u3082\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image6.png?w=539&#038;resize=539%2C220\" alt=\" The smile vector, a concept vector discovered by [Tom White](https:\/\/aiartists.org\/tom-white) using VAEs trained on the CelebA dataset.\" width=\"539\" height=\"220\" class=\"alignnone size-large wp-image-3905\" srcset=\"https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image6.png?w=539 539w, https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2023\/04\/image6.png?w=300 300w\" sizes=\"auto, (max-width: 539px) 100vw, 539px\" \/><br \/>\n<span style=\"font-size:14px;\">\u56f3\uff1a\u30b9\u30de\u30a4\u30eb\u30d9\u30af\u30c8\u30eb<br \/>\nCelebA\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305fVAE\u3092\u4f7f\u7528\u3057\u3001<a href=\"https:\/\/aiartists.org\/tom-white\" rel=\"noopener\" target=\"_blank\">\u30c8\u30e0\u30fb\u30db\u30ef\u30a4\u30c8\u6c0f<\/a>\u304c\u767a\u898b\u3057\u305f\u6982\u5ff5\u30d9\u30af\u30c8\u30eb<br \/>\n<\/span><\/p>\n<h2 id=\"%e7%8f%be%e5%ae%9f%e4%b8%96%e7%95%8c%e3%81%a7%e3%81%ae%e7%94%9f%e6%88%90%e7%b3%bbai%e3%81%ae%e5%bf%9c%e7%94%a8\">\u73fe\u5b9f\u4e16\u754c\u3067\u306e\u751f\u6210\u7cfbAI\u306e\u5fdc\u7528<a href=\"#%e7%8f%be%e5%ae%9f%e4%b8%96%e7%95%8c%e3%81%a7%e3%81%ae%e7%94%9f%e6%88%90%e7%b3%bbai%e3%81%ae%e5%bf%9c%e7%94%a8\" class=\"heading-link\" aria-label=\"\u73fe\u5b9f\u4e16\u754c\u3067\u306e\u751f\u6210\u7cfbAI\u306e\u5fdc\u7528\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p>\u751f\u6210\u7cfbAI\u306e\u5f71\u97ff\u304c\u6025\u901f\u306b\u9855\u5728\u5316\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u307e\u3060\u521d\u671f\u6bb5\u968e\u306b\u904e\u304e\u307e\u305b\u3093\u3002\u306b\u3082\u95a2\u308f\u3089\u305a\u3001\uff08\u958b\u767a\u8005\u3092\u542b\u3080\uff09\u30e6\u30fc\u30b6\u30fc\u3068\u4f01\u696d\u3092\u5bfe\u8c61\u3068\u3057\u305f\u3001\u751f\u6210\u7cfbAI\u30e2\u30c7\u30eb\u306e\u5229\u7528\u306b\u3088\u3063\u3066\u5177\u4f53\u7684\u306a\u6210\u679c\u3092\u3082\u305f\u3089\u3059\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u88fd\u54c1\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u65e2\u306b\u6ca2\u5c71\u4f5c\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<figure class=\"gh-full-blockquote mx-0 pl-6 mt-6 mt-md-7 mb-7 mb-md-8\">\n<blockquote>\n<p style=\"color:#000; font-size:23px; font-weight:bold; margin-bottom:14px\">\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u751f\u6210\u7cfbAI\u306e\u95a2\u4fc2<\/p>\n<p>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306f\u9577\u5e74\u306b\u308f\u305f\u3063\u3066\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u3092\u652f\u3048\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u4eca\u3067\u306fAI\u306e\u672a\u6765\u3082\u652f\u3048\u3066\u3044\u307e\u3059\u3002\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af(<a href=\"https:\/\/github.com\/pytorch\/pytorch\" rel=\"noopener\" target=\"_blank\">PyTorch<\/a>\u3001<a href=\"https:\/\/github.com\/tensorflow\/tensorflow\" rel=\"noopener\" target=\"_blank\">TensorFlow<\/a>\u306a\u3069)\u306f\u3001\u591a\u304f\u306eAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5f37\u5316\u306b\u4f7f\u308f\u308c\u3066\u304a\u308a\u3001\u3053\u3046\u3057\u305f\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u69cb\u7bc9\u3055\u308c\u305f\u4e00\u90e8\u306eAI\u30e2\u30c7\u30eb\u3082\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5f53\u7136\u306e\u3053\u3068\u306a\u304c\u3089\u3001\u305d\u306e\u3046\u3061\u306e\u591a\u304f\u304cGitHub\u4e0a\u3067\u5b9f\u65bd\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001<a href=\"https:\/\/github.com\/Stability-AI\/stablediffusion\" rel=\"noopener\" target=\"_blank\">Stable Diffusion\u30e2\u30c7\u30eb<\/a>\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3067\u958b\u767a\u3055\u308c\u305f\u30e9\u30a4\u30d6\u30e9\u30ea\u3001\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3001\u30c4\u30fc\u30eb\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u30b3\u30b9\u30c8\u9762\u3067\u306e\u5178\u578b\u7684\u306a\u969c\u58c1\u3092\u56de\u907f\u3057\u306a\u304c\u3089\u3001\u751f\u6210\u7cfbAI\u30e2\u30c7\u30eb\u3067\u69cb\u7bc9\u3001\u5b9f\u9a13\u3001\u5171\u540c\u4f5c\u696d\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u72ec\u81ea\u306e\u30e2\u30c7\u30eb\u3092\u958b\u767a\u3059\u308b\u30ea\u30bd\u30fc\u30b9\u3092\u6301\u305f\u306a\u3044\u500b\u4eba\u304a\u3088\u3073\u4e2d\u5c0f\u4f01\u696d\u304c\u5229\u7528\u3057\u3084\u3059\u304f\u306a\u308a\u3001AI\u306e\u6c11\u4e3b\u5316\u304c\u4fc3\u9032\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<blockquote><\/figure>\n<p>\u751f\u6210\u7cfbAI\u306f\u7d76\u3048\u305a\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u65e2\u306b\u73fe\u5b9f\u4e16\u754c\u3067\u306f\u3044\u304f\u3064\u304b\u306e\u7528\u9014\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u305d\u306e\u4e00\u90e8\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h2 id=\"%e3%82%b3%e3%83%bc%e3%83%89%e4%bd%9c%e6%88%90\">\u30b3\u30fc\u30c9\u4f5c\u6210<a href=\"#%e3%82%b3%e3%83%bc%e3%83%89%e4%bd%9c%e6%88%90\" class=\"heading-link\" aria-label=\"\u30b3\u30fc\u30c9\u4f5c\u6210\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p>\u65b0\u4eba\u958b\u767a\u8005\u3082\u30d9\u30c6\u30e9\u30f3\u958b\u767a\u8005\u3082\u540c\u3058\u3088\u3046\u306b\u3001\u751f\u6210\u7cfbAI\u3092\u5229\u7528\u3057\u3066\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30d7\u30ed\u30bb\u30b9\u3092\u6539\u5584\u3067\u304d\u307e\u3059\u3002\u751f\u6210\u7cfbAI\u3092\u5229\u7528\u3057\u305f\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u306f\u3001\u30c6\u30b9\u30c8\u4f5c\u696d\u306e\u3088\u3046\u306a\u53cd\u5fa9\u6027\u306e\u9ad8\u3044\u30bf\u30b9\u30af\u306e\u4e00\u90e8\u3092\u81ea\u52d5\u5316\u3057\u305f\u308a\u3001\u30b3\u30fc\u30c9\u3092\u5b8c\u6210\u3055\u305b\u305f\u308a\u3001\u307e\u3063\u305f\u304f\u65b0\u3057\u3044\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u305f\u308a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002GitHub\u3067\u306f\u3001AI\u3092\u5229\u7528\u3057\u305f\u72ec\u81ea\u306e\u30da\u30a2\u30d7\u30ed\u30b0\u30e9\u30de\u30fc\u3068\u3057\u3066<a href=\"https:\/\/github.com\/features\/copilot\/\" rel=\"noopener\" target=\"_blank\">GitHub Copilot<\/a>\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u751f\u6210\u7cfbAI\u306b\u3088\u3063\u3066\u958b\u767a\u8005\u306b\u30b3\u30fc\u30c9\u3092\u63d0\u6848\u3057\u307e\u3059\u3002\u307e\u305f\u30012023\u5e743\u670822\u65e5\u306b\u306f<a href=\"https:\/\/github.blog\/jp\/2023-03-23-github-copilot-x-the-ai-powered-developer-experience\/\" rel=\"noopener\" target=\"_blank\">GitHub Copilot X\u3082\u767a\u8868\u3057\u307e\u3057\u305f\u3002<\/a>\u3053\u308c\u306b\u3088\u308a\u3001\u30a8\u30c7\u30a3\u30bf\u30fc\u3001\u30d7\u30eb\u30ea\u30af\u30a8\u30b9\u30c8\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001CLI\u306a\u3069\u3001\u591a\u304f\u306e\u5834\u9762\u3067\u751f\u6210\u7cfbAI\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 id=\"%e3%82%a2%e3%82%af%e3%82%bb%e3%82%b7%e3%83%93%e3%83%aa%e3%83%86%e3%82%a3\">\u30a2\u30af\u30bb\u30b7\u30d3\u30ea\u30c6\u30a3<a href=\"#%e3%82%a2%e3%82%af%e3%82%bb%e3%82%b7%e3%83%93%e3%83%aa%e3%83%86%e3%82%a3\" class=\"heading-link\" aria-label=\"\u30a2\u30af\u30bb\u30b7\u30d3\u30ea\u30c6\u30a3\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p>\u751f\u6210\u7cfbAI\u306f\u3001\u97f3\u58f0\u304b\u3089\u30c6\u30ad\u30b9\u30c8\u3078\u306e\u6587\u5b57\u8d77\u3053\u3057\u3001\u97f3\u58f0\u5408\u6210\u3001\u652f\u63f4\u6280\u8853\u306a\u3069\u3001\u69d8\u3005\u306a\u65b9\u6cd5\u3092\u901a\u3058\u3066\u969c\u304c\u3044\u306e\u3042\u308b\u4eba\u3005\u306e\u30a2\u30af\u30bb\u30b7\u30d3\u30ea\u30c6\u30a3\u306b\u5927\u304d\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u3001\u6539\u5584\u3067\u304d\u308b\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u307e\u3059\u3002GitHub Copilot\u30c4\u30fc\u30eb\u306e\u4e2d\u3067\u7279\u306b\u7d20\u6674\u3089\u3057\u3044\u306e\u304c\u97f3\u58f0\u8d77\u52d5\u6a5f\u80fd\uff08\u30c6\u30af\u30cb\u30ab\u30eb\u30d7\u30ec\u30d3\u30e5\u30fc\u7248\uff09\u3067\u3042\u308a\u3001\u3053\u308c\u306b\u3088\u3063\u3066<a href=\"https:\/\/githubnext.com\/projects\/copilot-voice\/\" rel=\"noopener\" target=\"_blank\">\u30ad\u30fc\u30dc\u30fc\u30c9\u3092\u4f7f\u3046\u3053\u3068\u304c\u96e3\u3057\u3044\u958b\u767a\u8005\u304c\u97f3\u58f0\u3067\u30b3\u30fc\u30c9\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/a>\u3053\u306e\u7a2e\u306e\u30c4\u30fc\u30eb\u306f\u3001\u751f\u6210\u7cfbAI\u306e\u529b\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u5305\u62ec\u7684\u3067\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u3044\u672a\u6765\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3078\u306e\u9053\u3092\u5207\u308a\u958b\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"%e3%82%b2%e3%83%bc%e3%83%a0\">\u30b2\u30fc\u30e0<a href=\"#%e3%82%b2%e3%83%bc%e3%83%a0\" class=\"heading-link\" aria-label=\"\u30b2\u30fc\u30e0\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p>\u751f\u6210\u7cfbAI\u306f\u3001\u65b0\u3057\u3044\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3001\u30b9\u30c8\u30fc\u30ea\u30fc\u5c55\u958b\u3001\u8a2d\u8a08\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306a\u3069\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u30b2\u30fc\u30e0\u3092\u65b0\u305f\u306a\u30ec\u30d9\u30eb\u306b\u5f15\u304d\u4e0a\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u300c<a href=\"https:\/\/store.steampowered.com\/app\/2095900\/This_Girl_Does_Not_Exist\/\" rel=\"noopener\" target=\"_blank\">This Girl Does Not Exist<\/a>\u300d\u306b\u643a\u308f\u3063\u305f\u958b\u767a\u8005\u306f\u3001\u300c\u30b9\u30c8\u30fc\u30ea\u30fc\u5c55\u958b\u304b\u3089\u30d3\u30b8\u30e5\u30a2\u30eb\u30a2\u30fc\u30c8\u3001\u3055\u3089\u306b\u306f\u97f3\u697d\u306b\u81f3\u308b\u307e\u3067\u3001\u3042\u3089\u3086\u308b\u69cb\u6210\u8981\u7d20\u304c\u5168\u3066AI\u306b\u3088\u3063\u3066\u751f\u6210\u3055\u308c\u305f\u300d\u3068\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002\u751f\u6210\u7cfbAI\u3092\u3053\u306e\u3088\u3046\u306b\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30b2\u30fc\u30e0\u88fd\u4f5c\u4f1a\u793e\u306f\u958b\u767a\u8005\u306e\u4f5c\u696d\u8ca0\u8377\u3092\u5897\u3084\u3059\u3053\u3068\u306a\u304f\u3001\u9b45\u529b\u7684\u306a\u65b0\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u306f\u30b2\u30fc\u30e0\u306e\u4ed6\u306e\u5074\u9762\uff08\u30b9\u30c8\u30fc\u30ea\u30fc\u958b\u767a\u306a\u3069\uff09\u306b\u53d6\u308a\u7d44\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 id=\"web%e3%83%87%e3%82%b6%e3%82%a4%e3%83%b3\">Web\u30c7\u30b6\u30a4\u30f3<a href=\"#web%e3%83%87%e3%82%b6%e3%82%a4%e3%83%b3\" class=\"heading-link\" aria-label=\"Web\u30c7\u30b6\u30a4\u30f3\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p>\u30c7\u30b6\u30a4\u30ca\u30fc\u306f\u751f\u6210\u7cfbAI\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3057\u3066\u8a2d\u8a08\u30d7\u30ed\u30bb\u30b9\u3092\u81ea\u52d5\u5316\u3057\u3001\u6642\u9593\u3068\u30ea\u30bd\u30fc\u30b9\u3092\u5927\u5e45\u306b\u7bc0\u7d04\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3055\u3089\u306b\u5408\u7406\u5316\u3055\u308c\u305f\u52b9\u7387\u7684\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u3053\u3046\u3057\u305f\u30c4\u30fc\u30eb\u3092\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3067\u3001\u9ad8\u5ea6\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30b6\u30a4\u30f3\u3068\u30ed\u30b4\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u5168\u4f53\u7684\u306a\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\uff08UX\uff09\u304c\u5411\u4e0a\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306b\u3088\u308bWeb\u30b5\u30a4\u30c8\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u6d3b\u7528\u304c\u4fc3\u9032\u3055\u308c\u307e\u3059\u3002\u69d8\u3005\u306a\u30c7\u30d0\u30a4\u30b9\u306b\u9069\u7528\u3067\u304d\u308b\u6700\u9069\u5316\u3055\u308c\u305f\u30c7\u30b6\u30a4\u30f3\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u4f5c\u6210\u306a\u3069\u3001\u751f\u6210\u7cfbAI\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u624b\u9593\u306e\u304b\u304b\u308b\u4f5c\u696d\u306e\u4e00\u90e8\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<a href=\"https:\/\/designs.ai\/\" rel=\"noopener\" target=\"_blank\">\u4f8b\u3048\u3070\u3001designs.ai\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001Web\u30b5\u30a4\u30c8\u306e\u30ed\u30b4\u3001\u30d0\u30ca\u30fc\u3001\u30e2\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u77ed\u6642\u9593\u3067\u751f\u6210\u3067\u304d\u307e\u3059\u3002<\/a><\/p>\n<h2 id=\"web%e6%a4%9c%e7%b4%a2\">Web\u691c\u7d22<a href=\"#web%e6%a4%9c%e7%b4%a2\" class=\"heading-link\" aria-label=\"Web\u691c\u7d22\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p>Microsoft\u3084\u305d\u306e\u4ed6\u306e\u696d\u754c\u5404\u793e\u306f\u3001\u3088\u308a\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u9867\u5ba2\u4f53\u9a13\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u3001\u751f\u6210\u7cfbAI\u30e2\u30c7\u30eb\u3092\u691c\u7d22\u306b\u591a\u7528\u3059\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u3046\u3061\u306e1\u3064\u304c\u3001\u95a2\u9023\u3059\u308b\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u751f\u6210\u3057\u3066\u691c\u7d22\u6570\u3092\u6e1b\u3089\u3059\u30af\u30a8\u30ea\u62e1\u5f35\u3067\u3059\u3002\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u304c\u30ea\u30f3\u30af\u306e\u30ea\u30b9\u30c8\u3092\u8fd4\u3059\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306b\u3068\u3069\u307e\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u751f\u6210\u7cfbAI\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u6539\u5584\u3055\u308c\u305f\u65b0\u30e2\u30c7\u30eb\u304c\u81ea\u7136\u8a00\u8a9e\u5fdc\u7b54\u306e\u5f62\u5f0f\u3067\u691c\u7d22\u7d50\u679c\u3092\u8fd4\u3059\u3088\u3046\u306b\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u307e\u3059\u3002\u73fe\u5728\u3001<a href=\"https:\/\/www.bing.com\/new\" rel=\"noopener\" target=\"_blank\">Bing<\/a>\u306fOpenAI\u793e\u3068\u306e\u63d0\u643a\u306b\u3088\u3063\u3066AI\u3092\u5229\u7528\u3057\u305f\u6a5f\u80fd\u304c\u642d\u8f09\u3055\u308c\u3001\u8907\u96d1\u306a\u8cea\u554f\u306b\u56de\u7b54\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u307e\u305f\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30af\u30b9\u3067\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u306e\u8cea\u554f\u3092\u3057\u3066\u3001\u3088\u308a\u6b63\u78ba\u306a\u5fdc\u7b54\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 id=\"%e3%83%98%e3%83%ab%e3%82%b9%e3%82%b1%e3%82%a2\">\u30d8\u30eb\u30b9\u30b1\u30a2<a href=\"#%e3%83%98%e3%83%ab%e3%82%b9%e3%82%b1%e3%82%a2\" class=\"heading-link\" aria-label=\"\u30d8\u30eb\u30b9\u30b1\u30a2\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p>\u751f\u6210\u7cfbAI\u3092\u30d8\u30eb\u30b9\u30b1\u30a2\u5206\u91ce\u3067\u5fdc\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u75c5\u6c17\u306e\u767a\u898b\u3084\u8a3a\u65ad\u306e\u5411\u4e0a\u3001\u533b\u5b66\u7814\u7a76\u306e\u524d\u9032\u3001\u88fd\u85ac\u5206\u91ce\u3067\u306e\u9032\u6b69\u3092\u52a0\u901f\u3055\u305b\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3068\u3057\u3066\u95a2\u5fc3\u304c\u96c6\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u751f\u6210\u7cfbAI\u306b\u3088\u3063\u3066\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u5316\u5b66\u69cb\u9020\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3057\u305f\u308a\u3001\u65b0\u3057\u3044\u5316\u5408\u7269\u304c\u65b0\u85ac\u958b\u767a\u306b\u6700\u3082\u52b9\u679c\u7684\u3067\u3042\u308b\u3068\u4e88\u6e2c\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<a href=\"https:\/\/www.nvidia.com\/en-us\/clara\/\" rel=\"noopener\" target=\"_blank\">NVIDIA Clara<\/a>\u306f\u3001\u533b\u7642\u7528\u753b\u50cf\u51e6\u7406\u3084\u30d8\u30eb\u30b9\u30b1\u30a2\u7814\u7a76\u5411\u3051\u306b\u7279\u5225\u306b\u8a2d\u8a08\u3055\u308c\u305f\u751f\u6210\u7cfbAI\u30e2\u30c7\u30eb\u306e\u4e00\u4f8b\u3067\u3059\uff08\u52a0\u3048\u3066\u3001Gartner\u306f\u300c<a href=\"https:\/\/www.gartner.com\/en\/articles\/beyond-chatgpt-the-future-of-generative-ai-for-enterprises\" rel=\"noopener\" target=\"_blank\">2025\u5e74\u307e\u3067\u306b\u65b0\u3057\u3044\u8abf\u5408\u85ac\u3068\u6750\u6599\u306e30%\u4ee5\u4e0a\u304c\u751f\u6210\u7cfbAI\u30e2\u30c7\u30eb\u3092\u4ecb\u3057\u3066\u767a\u898b\u3055\u308c\u308b<\/a>\u300d\u3068\u63d0\u8a00\u3057\u3066\u3044\u307e\u3059\uff09\u3002<\/p>\n<figure class=\"gh-full-blockquote mx-0 pl-6 mt-6 mt-md-7 mb-7 mb-md-8\">\n<blockquote>\n<p><strong>\u9762\u767d\u3044\u4e8b\u5b9f<\/strong>\uff1a\u6700\u8fd1\u3001<a href=\"https:\/\/healthitanalytics.com\/news\/chatgpt-passes-us-medical-licensing-exam-without-clinician-input\" rel=\"noopener\" target=\"_blank\">ChatGPT\u304c\u81e8\u5e8a\u533b\u306e\u529b\u3092\u501f\u308a\u308b\u3053\u3068\u306a\u304f\u3001\u7c73\u56fd\u533b\u5e2b\u56fd\u5bb6\u8a66\u9a13\u306b\u5408\u683c\u3057\u305f<\/a>\u3053\u3068\u3092\u3054\u5b58\u77e5\u3067\u3059\u304b\uff1f<\/p>\n<\/blockquote>\n<\/figure>\n<h2 id=\"%e3%83%9e%e3%83%bc%e3%82%b1%e3%83%86%e3%82%a3%e3%83%b3%e3%82%b0%e3%81%a8%e5%ba%83%e5%91%8a\">\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3068\u5e83\u544a<a href=\"#%e3%83%9e%e3%83%bc%e3%82%b1%e3%83%86%e3%82%a3%e3%83%b3%e3%82%b0%e3%81%a8%e5%ba%83%e5%91%8a\" class=\"heading-link\" aria-label=\"\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3068\u5e83\u544a\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306b\u304a\u3044\u3066\u6700\u3082\u91cd\u8981\u306a\u306e\u304c\u30b3\u30f3\u30c6\u30f3\u30c4\u3067\u3059\u3002\u751f\u6210\u7cfbAI\u306b\u3088\u308a\u3001\u3053\u308c\u307e\u3067\u4ee5\u4e0a\u306b\u5927\u91cf\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u8fc5\u901f\u306b\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u306b\u6295\u7a3f\u3059\u308b\u305f\u3081\u306e\u753b\u50cf\u3092\u4f5c\u6210\u3057\u305f\u308a\u3001\u5b57\u5e55\u3001\u88fd\u54c1\u8aac\u660e\u3001\u30d6\u30ed\u30b0\u6295\u7a3f\u3001\u30e1\u30fc\u30eb\u306e\u4ef6\u540d\u306a\u3069\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306b\u3001\u591a\u304f\u306e\u4f01\u696d\u3001\u4ee3\u7406\u5e97\u3001\u30af\u30ea\u30a8\u30a4\u30bf\u30fc\u304c\u65e2\u306b\u751f\u6210\u7cfbAI\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u751f\u6210\u7cfbAI\u306f\u3001\u500b\u4eba\u5411\u3051\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u305f\u9b45\u529b\u7684\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u8fc5\u901f\u306b\u4f5c\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306b\u3088\u308b\u5e83\u544a\u4f53\u9a13\u306e\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3092\u652f\u63f4\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u30e9\u30a4\u30bf\u30fc\u3001\u30de\u30fc\u30b1\u30bf\u30fc\u3001\u30af\u30ea\u30a8\u30a4\u30bf\u30fc\u306f\u3001<a href=\"https:\/\/www.jasper.ai\/bossmode?fpr=omid85\" rel=\"noopener\" target=\"_blank\">Jasper<\/a>\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u3066\u30b3\u30d4\u30fc\u3092\u751f\u6210\u3057\u305f\u308a\u3001<a href=\"https:\/\/surferseo.com\/?fpr=marketer79\" rel=\"noopener\" target=\"_blank\">Surfer SEO<\/a>\u3092\u5229\u7528\u3057\u3066\u30aa\u30fc\u30ac\u30cb\u30c3\u30af\u691c\u7d22\u3092\u6700\u9069\u5316\u3057\u305f\u308a\u3001<a href=\"https:\/\/albert.ai\/\" rel=\"noopener\" target=\"_blank\">albert.ai<\/a>\u3092\u5229\u7528\u3057\u3066\u30c7\u30b8\u30bf\u30eb\u5e83\u544a\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 id=\"%e3%82%a2%e3%83%bc%e3%83%88%e3%81%a8%e3%83%87%e3%82%b6%e3%82%a4%e3%83%b3\">\u30a2\u30fc\u30c8\u3068\u30c7\u30b6\u30a4\u30f3<a href=\"#%e3%82%a2%e3%83%bc%e3%83%88%e3%81%a8%e3%83%87%e3%82%b6%e3%82%a4%e3%83%b3\" class=\"heading-link\" aria-label=\"\u30a2\u30fc\u30c8\u3068\u30c7\u30b6\u30a4\u30f3\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p>\u524d\u8ff0\u306e\u901a\u308a\u3001AI\u306e\u529b\u3092\u5229\u7528\u3057\u3066\u7d20\u6674\u3089\u3057\u3044\u30dd\u30fc\u30c8\u30ec\u30fc\u30c8\u3092\u4e00\u77ac\u306e\u3046\u3061\u306b\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002\u30a2\u30fc\u30c6\u30a3\u30b9\u30c8\u3084\u30c7\u30b6\u30a4\u30ca\u30fc\u3082\u3001\u3053\u3046\u3057\u305fAI\u30c4\u30fc\u30eb\u3092\u30a4\u30f3\u30b9\u30d4\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u6e90\u3068\u3057\u3066\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u5efa\u7bc9\u5bb6\u306f\u7269\u4f53\u3084\u74b0\u5883\u306e3D\u30e2\u30c7\u30eb\u3092\u77ed\u6642\u9593\u3067\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002\u30a2\u30fc\u30c6\u30a3\u30b9\u30c8\u306f\u3001\u5143\u306e\u753b\u50cf\u306b\u30ad\u30e5\u30d3\u30ba\u30e0\u69d8\u5f0f\u3092\u8ffd\u52a0\u3059\u308b\u306a\u3069\u3001AI\u3092\u4f7f\u3063\u3066\u69d8\u3005\u306a\u30b9\u30bf\u30a4\u30eb\u3092\u9069\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30dd\u30fc\u30c8\u30ec\u30fc\u30c8\u306b\u65b0\u3057\u3044\u547d\u3092\u5439\u304d\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u305d\u306e\u8a3c\u62e0\u3068\u3057\u3066\u3001\u30c7\u30b6\u30a4\u30ca\u30fc\u306f\u65e2\u306b\u3001<a href=\"https:\/\/www.midjourney.com\/home\/\" rel=\"noopener\" target=\"_blank\">Midjourney<\/a>\u3001<a href=\"https:\/\/designer.microsoft.com\/\" rel=\"noopener\" target=\"_blank\">Microsoft Designer<\/a>\u306a\u3069\u306eAI\u753b\u50cf\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u3092\u4f7f\u3044\u59cb\u3081\u3066\u304a\u308a\u3001Discord\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u9ad8\u54c1\u8cea\u306e\u753b\u50cf\u3092\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"%e9%87%91%e8%9e%8d\">\u91d1\u878d<a href=\"#%e9%87%91%e8%9e%8d\" class=\"heading-link\" aria-label=\"\u91d1\u878d\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p>MIT Sloan School Initiative on the Digital Economy\u306e\u7279\u5225\u7814\u7a76\u54e1\u3067\u3042\u308b\u30de\u30a4\u30b1\u30eb\u30fb\u30b7\u30e5\u30e9\u30fc\u30b8\u6c0f\u306f\u3001<a href=\"https:\/\/fortune.com\/2023\/01\/25\/future-of-finance-generative-ai-mit-researcher\/\" rel=\"noopener\" target=\"_blank\">\u6280\u8853\u52d5\u5411\u3068\u305d\u308c\u3089\u304c\u91d1\u878d\u5206\u91ce\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u306b\u95a2\u3059\u308b\u6700\u8fd1\u306e\u8b70\u8ad6\u306e\u4e2d\u3067\u3001<\/a>\u300c\u4eca\u5f8c\u307e\u3059\u307e\u3059\u3001\u751f\u6210\u7cfbAI\u304c\u8ca1\u52d9\u4e88\u6e2c\u3084\u30b7\u30ca\u30ea\u30aa\u751f\u6210\u306b\u4f7f\u308f\u308c\u308b\u3088\u3046\u306b\u306a\u308b\u3068\u601d\u3046\u300d\u3068\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u9032\u6b69\u306f\u7d9a\u304d\u3001\u751f\u6210\u7cfbAI\u3092\u5229\u7528\u3057\u3066\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u4e0d\u6b63\u884c\u70ba\u306e\u691c\u51fa\u3001\u30ea\u30b9\u30af\u7ba1\u7406\u3001\u610f\u601d\u6c7a\u5b9a\u3078\u306e\u60c5\u5831\u63d0\u4f9b\u3082\u53ef\u80fd\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u696d\u754c\u306b\u5fdc\u7528\u3067\u304d\u308b\u3053\u3068\u3082\u660e\u3089\u304b\u3067\u3059\u3002<\/p>\n<h2 id=\"%e8%a3%bd%e9%80%a0%e6%a5%ad\">\u88fd\u9020\u696d<a href=\"#%e8%a3%bd%e9%80%a0%e6%a5%ad\" class=\"heading-link\" aria-label=\"\u88fd\u9020\u696d\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p>\u30e1\u30fc\u30ab\u30fc\u306f\u3001\u88fd\u54c1\u8a2d\u8a08\u3001\u54c1\u8cea\u7ba1\u7406\u3001\u4e88\u77e5\u4fdd\u5168\u3092\u652f\u63f4\u3059\u308b\u305f\u3081\u306b\u3001\u751f\u6210\u7cfbAI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u5c0e\u5165\u3092\u59cb\u3081\u3066\u3044\u307e\u3059\u3002\u751f\u6210\u7cfbAI\u306b\u3088\u3063\u3066\u3001\u5c65\u6b74\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u6a5f\u68b0\u306e\u6545\u969c\u4e88\u6e2c\u306e\u6539\u5584\u3084\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u8a08\u753b\u306e\u52b9\u7387\u7684\u306a\u7acb\u6848\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<a href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2019\/12\/AI-in-manufacturing-operations.pdf\" rel=\"noopener\" target=\"_blank\">Capgemini\u304c\u5b9f\u65bd\u3057\u305f\u8abf\u67fb\u306b\u3088\u308b\u3068\u3001<\/a>\u30e8\u30fc\u30ed\u30c3\u30d1\u306e\u30e1\u30fc\u30ab\u30fc\u306e\u534a\u6570\u4ee5\u4e0a\u304c\u4f55\u3089\u304b\u306eAI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u88c5\u3057\u3066\u3044\u307e\u3059\uff08\u3053\u308c\u307e\u3067\u306e\u3068\u3053\u308d\u3001\u751f\u6210\u7cfbAI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3042\u308a\u307e\u305b\u3093\uff09\u3002\u4eba\u9593\u3088\u308a\u3082\u6a5f\u68b0\u306e\u65b9\u304c\u81a8\u5927\u306a\u91cf\u306e\u88fd\u9020\u30c7\u30fc\u30bf\u3092\u7c21\u5358\u304b\u3064\u9ad8\u901f\u306b\u5206\u6790\u3067\u304d\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n<p><strong>\u30d1\u30fc\u30c8\u30ca\u30fc\u3068\u3057\u3066\u306eAI<\/strong>\uff1a\u751f\u6210\u7cfbAI\u30e2\u30c7\u30eb\u3068\u30c4\u30fc\u30eb\u306f\u76ee\u7684\u304c\u7d5e\u3089\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u3001\u30b3\u30fc\u30c9\u3001\u753b\u50cf\u306e\u751f\u6210\u306b\u6700\u9069\u3067\u3059\u3002GitHub\u306e\u8abf\u67fb\u306b\u3088\u308a\u3001<a href=\"https:\/\/github.blog\/2022-09-07-research-quantifying-github-copilots-impact-on-developer-productivity-and-happiness\/\" rel=\"noopener\" target=\"_blank\">GitHub Copilot\u306b\u3088\u3063\u3066\u958b\u767a\u8005\u306e\u30b3\u30fc\u30c9\u4f5c\u6210\u304c\u6700\u592755%\u9ad8\u901f\u5316\u3055\u308c\u308b<\/a>\u3068\u3044\u3046\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001\u751f\u6210\u7cfbAI\u30e2\u30c7\u30eb\u3068\u30c4\u30fc\u30eb\u304c\u5168\u4f53\u7684\u306a\u751f\u7523\u6027\u3092\u5411\u4e0a\u3055\u305b\u3001\u52b9\u7387\u6027\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3053\u3068\u3092\u660e\u78ba\u306b\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u6307\u6a19\u306f\u3001\u751f\u6210\u7cfbAI\u30c4\u30fc\u30eb\u304c\u500b\u4eba\u3084\u30c1\u30fc\u30e0\u306e\u50cd\u304d\u65b9\u3092\u65e2\u306b\u3069\u306e\u3088\u3046\u306b\u5909\u3048\u3066\u3044\u308b\u304b\u3092\u793a\u3059\u3068\u540c\u6642\u306b\u3001\u3053\u3046\u3057\u305f\u30c4\u30fc\u30eb\u304c\u4eba\u9593\u306e\u53d6\u308a\u7d44\u307f\u3092\u3069\u306e\u3088\u3046\u306b\u88dc\u5b8c\u3059\u308b\u304b\u3082\u660e\u78ba\u306b\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<figure class=\"gh-full-blockquote mx-0 pl-6 mt-6 mt-md-7 mb-7 mb-md-8\">\n<blockquote>\n<p style=\"color:#000; font-size:23px; font-weight:bold; margin-bottom:14px\">\u751f\u6210\u7cfbAI\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u306b\u304a\u3051\u308b\u969c\u5bb3<\/p>\n<p>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5f37\u5316\u306e\u65b9\u6cd5\u3068\u3057\u3066\u751f\u6210\u7cfbAI\u30e2\u30c7\u30eb\u304c\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u751f\u6210\u7cfbAI\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u307e\u305f\u306f\u4f7f\u7528\u3059\u308b\u4f01\u696d\u306f\u6b21\u306e2\u3064\u306e\u91cd\u8981\u306a\u8ab2\u984c\u306b\u76f4\u9762\u3059\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<ul style=\"color:#2f363d\">\n<li><strong>\u8a08\u7b97\u80fd\u529b\u3068\u30c7\u30fc\u30bf\u91cf\uff0f\u8cea<\/strong>\uff1a\u751f\u6210\u7cfbAI\u306b\u306f\u5927\u91cf\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\u3001\u5f37\u529b\u306aGPU\u3001\u5927\u91cf\u306e\u30e1\u30e2\u30ea\u30fc\u304c\u5fc5\u8981\u3067\u3059\u3002\u3053\u306e\u30bf\u30a4\u30d7\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306f\u9ad8\u984d\u3067\u3042\u308a\u3001\u591a\u304f\u306e\u500b\u4eba\u307e\u305f\u306f\u4f01\u696d\u304c\u793e\u5185\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u969b\u306e\u969c\u58c1\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n<li><strong>\u751f\u6210\u7cfbAI\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3066\u6b63\u78ba\u306a\u7d50\u679c\u3092\u4f5c\u6210\u3059\u308b\u306b\u306f\u3001\u5927\u91cf\u306e\u9ad8\u54c1\u8cea\u30c7\u30fc\u30bf\u3082\u5fc5\u8981<\/strong>\uff1a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306b\u504f\u308a\u304c\u3042\u3063\u305f\u308a\u4e0d\u5b8c\u5168\u3067\u3042\u308b\u5834\u5408\u3001\u30e2\u30c7\u30eb\u306f\u5f79\u306b\u7acb\u305f\u306a\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u307e\u305f\u306f\u4e0d\u6b63\u78ba\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\uff08\u305d\u306e\u305f\u3081\u3001\u751f\u6210\u7cfbAI\u3092\u5229\u7528\u3057\u305f\u30c7\u30b6\u30a4\u30f3\u30c4\u30fc\u30eb\u3067<a href=\"https:\/\/petapixel.com\/2023\/03\/02\/why-ai-image-generators-cant-get-hands-right\/\" rel=\"noopener\" target=\"_blank\">\u4eba\u9593\u306e\u624b<\/a>\u3092\u518d\u73fe\u3059\u308b\u3053\u3068\u306f\u7279\u306b\u56f0\u96e3\u3067\u3059\uff09\u3002<\/li>\n<\/ul>\n<\/blockquote>\n<\/figure>\n<h2 id=\"%e3%81%be%e3%81%a8%e3%82%81\">\u307e\u3068\u3081<a href=\"#%e3%81%be%e3%81%a8%e3%82%81\" class=\"heading-link\" aria-label=\"\u307e\u3068\u3081\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p>\u5e83\u544a\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u7528\u306e\u30d3\u30b8\u30e5\u30a2\u30eb\u8cc7\u6599\u3092\u4f5c\u6210\u3059\u308b\u5834\u5408\u3084\u3001\u75c5\u6c17\u306e\u8a3a\u65ad\u306b\u5f79\u7acb\u3064\u533b\u7642\u7528\u753b\u50cf\u306e\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u5834\u5408\u306a\u3069\u3001\u751f\u6210\u7cfbAI\u306f\u8907\u96d1\u306a\u554f\u984c\u3092\u8fc5\u901f\u306b\u89e3\u6c7a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3063\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u751f\u6210\u7cfbAI\u3092\u30d9\u30fc\u30b9\u3068\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30c4\u30fc\u30eb\u304c\u767b\u5834\u3057\u305f\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306b\u3088\u308b\u30b3\u30fc\u30c9\u306e\u8a18\u8ff0\u65b9\u6cd5\u304c\u5927\u304d\u304f\u5909\u5316\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>GitHub\u306f\u3001\u958b\u767a\u8005\u304c\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u8fc5\u901f\u306a\u8a2d\u8a08\u3068\u958b\u767a\u3092\u6c42\u3081\u3066\u3044\u308b\u3053\u3068\u3092\u7406\u89e3\u3057\u3066\u304a\u308a\u3001GitHub Copilot\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u3001\u958b\u767a\u8005\u304c\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3088\u308a\u52b9\u7387\u7684\u306a\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3057\u3001\u751f\u7523\u6027\u3092\u5411\u4e0a\u3067\u304d\u308b\u3088\u3046\u652f\u63f4\u3057\u3066\u3044\u307e\u3059\u3002\u5b9f\u969b\u3001<a href=\"https:\/\/github.blog\/2022-09-07-research-quantifying-github-copilots-impact-on-developer-productivity-and-happiness\/\" rel=\"noopener\" target=\"_blank\">\u8abf\u67fb\u5bfe\u8c61\u306e\u958b\u767a\u8005\u306e96%\u304cGitHub Copilot\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u53cd\u5fa9\u7684\u306a\u30bf\u30b9\u30af\u306b\u8cbb\u3084\u3059\u6642\u9593\u304c\u6e1b\u3063\u305f\u3068\u56de\u7b54\u3057\u3066\u304a\u308a\u3001<\/a>\u305d\u306e\u7d50\u679c\u300174%\u304c\u3088\u308a\u3084\u308a\u304c\u3044\u306e\u3042\u308b\u4ed5\u4e8b\u306b\u5c02\u5ff5\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u307e\u3060\u5b8c\u74a7\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u65e5\u306b\u65e5\u306b\u6539\u826f\u3055\u308c\u3066\u304a\u308a\u3001\u958b\u767a\u8005\u3068\u751f\u6210\u7cfbAI\u306b\u3068\u3063\u3066\u3001\u3068\u3066\u3082\u697d\u3057\u307f\u306a\u8fd1\u672a\u6765\u3092\u5275\u308a\u51fa\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6628\u4eca\u306e\u30cb\u30e5\u30fc\u30b9\u3092\u5e2d\u6372\u3059\u308b\u300c\u751f\u6210\u7cfbAI\uff08Generative AI\uff09\u300d\u3067\u3059\u304c\u3001\u53b3\u5bc6\u306b\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<br \/>\n\u751f\u6210\u7cfbAI\u306b\u3064\u3044\u3066\u77e5\u3063\u3066\u304a\u304f\u3079\u304d\u3053\u3068\u3001\u307e\u305f\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u3069\u306e\u3088\u3046\u306a\u610f\u5473\u3092\u6301\u3064\u306e\u304b\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":1941,"featured_media":3900,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_wpas_customize_per_network":false},"categories":[31,16,33],"tags":[161,173,122,172],"coauthors":[174],"class_list":["post-3890","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-engineering","category-enterprise","category-opensource","tag-ai","tag-generative-ai","tag-github-copilot","tag-rtificial-intelligence"],"yoast_head":"<!-- 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