{"id":4079,"date":"2023-07-05T15:00:58","date_gmt":"2023-07-05T06:00:58","guid":{"rendered":"https:\/\/blog-github-com-develop.go-vip.co\/jp\/?p=4079"},"modified":"2023-07-05T16:52:25","modified_gmt":"2023-07-05T07:52:25","slug":"the-economic-impact-of-the-ai-powered-developer-lifecycle-and-lessons-from-github-copilot","status":"publish","type":"post","link":"https:\/\/blog-github-com-develop.go-vip.co\/jp\/2023-07-05-the-economic-impact-of-the-ai-powered-developer-lifecycle-and-lessons-from-github-copilot\/","title":{"rendered":"AI\u3092\u6d3b\u7528\u3057\u305f\u958b\u767a\u8005\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u304c\u3082\u305f\u3089\u3059\u7d4c\u6e08\u52b9\u679c\u3068GitHub Copilot\u304b\u3089\u306e\u5b66\u3073"},"content":{"rendered":"<p style=\"font-size: 14px;\">GitHub\u306f\u30016\u670827\u65e5(\u7c73\u56fd\u6642\u9593)\u3001\u30ab\u30ca\u30c0\u306e\u30c8\u30ed\u30f3\u30c8\u3067\u958b\u50ac\u3055\u308c\u305fCollision\u3000\u30ab\u30f3\u30d5\u30a1\u30ec\u30f3\u30b9\u306b\u304a\u3044\u3066\u751f\u6210\u7cfbAI\u3092\u642d\u8f09\u3057\u305f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u8005\u30c4\u30fc\u30eb\u304c\u7d4c\u6e08\u3068\u751f\u7523\u6027\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u306b\u95a2\u3059\u308b\u753b\u671f\u7684\u306a\u767a\u8868\u3092\u884c\u3044\u307e\u3057\u305f\u3002\u767a\u8868\u306e\u4e2d\u3067\u7d39\u4ecb\u3055\u308c\u305f\u8abf\u67fb\u3067\u3001AI\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306e\u751f\u7523\u6027\u304c\u5411\u4e0a\u3057\u3001\u4e16\u754c\u306eGDP\u30921.5\u5146\u30c9\u30eb\u4ee5\u4e0a\u3082\u62bc\u3057\u4e0a\u3052\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3057\u305f\u3002<\/p>\n<hr \/>\n<p>\u7d041\u5e74\u524d\u3001<a href=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/2022-06-22-github-copilot-is-generally-available-to-all-developers\/\" target=\"_blank\" rel=\"noopener\">\u79c1\u305f\u3061\u306f\u4e16\u754c\u306b\u5411\u3051\u3066GitHub Copilot\u3092\u30ea\u30ea\u30fc\u30b9\u3057\u307e\u3057\u305f<\/a>\u3002\u4e16\u754c\u4e2d\u306e\u958b\u767a\u8005\u3092\u5bfe\u8c61\u306b\u3001\u4e16\u754c\u521d\u306e\u5927\u898f\u6a21\u306aAI\u30da\u30a2\u30d7\u30ed\u30b0\u30e9\u30de\u30fc\u3092\u5c0e\u5165\u3057\u305f\u3053\u3068\u306f\u3001\u5f53\u6642\u3001\u672a\u77e5\u3078\u306e\u98db\u8e8d\u304b\u306e\u3088\u3046\u306b\u611f\u3058\u3089\u308c\u3064\u3064\u3082\u697d\u89b3\u7684\u304b\u3064\u7528\u5fc3\u6df1\u304f\u898b\u5b88\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u4eca\u3001\u30ea\u30ea\u30fc\u30b9\u304b\u30891\u5e74\u3067\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306b\u8d77\u304d\u305f\u5927\u304d\u306a\u5909\u5316\u3092\u76ee\u306e\u5f53\u305f\u308a\u306b\u3057\u3001\u79c1\u306f\u3053\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u9ad8\u3044\u5c06\u6765\u6027\u3092\u78ba\u4fe1\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u73fe\u5728\u3001GitHub Copilot\u306f\u4e16\u754c\u3067\u6700\u3082\u5e83\u304f\u63a1\u7528\u3055\u308c\u3066\u3044\u308bAI\u958b\u767a\u8005\u30c4\u30fc\u30eb\u3067\u3059\u3002100\u4e07\u4eba\u4ee5\u4e0a\u306e\u958b\u767a\u8005\u306b\u3088\u3063\u3066\u6709\u52b9\u5316\u3055\u308c\u30012\u4e07\u4ee5\u4e0a\u306e\u7d44\u7e54\u3067\u63a1\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u3053\u308c\u307e\u3067\u306b\u751f\u6210\u3055\u308c\u305f\u30b3\u30fc\u30c9\u306f30\u5104\u884c\u3092\u8d85\u3048\u307e\u3057\u305f\u3002<\/p>\n<p>\u751f\u7523\u6027\u306e\u5206\u6790\u304b\u3089\u3001GitHub Copilot\u304c\u958b\u767a\u8005\u306e\u5e78\u798f\u306b\u3069\u306e\u3088\u3046\u306b\u5f71\u97ff\u3059\u308b\u304b\u306b\u81f3\u308b\u307e\u3067\u3001\u79c1\u305f\u3061\u306f\u7814\u7a76\u3092\u91cd\u306d\u3001\u30e2\u30c7\u30eb\u306e\u6539\u5584\u3068\u9069\u5fdc\u3092\u7d9a\u3051\u306a\u304c\u3089\u5b66\u3093\u3067\u304d\u307e\u3057\u305f\u3002GitHub Copilot\u306e\u30ea\u30ea\u30fc\u30b9\u304b\u30891\u5e74\u3068\u3044\u3046\u7bc0\u76ee\u306b\u3001\u79c1\u305f\u3061\u304c\u3053\u308c\u307e\u3067\u306b\u5f97\u305f\u4e3b\u306a\u6d1e\u5bdf\u3068\u30016\u670827\u65e5\u306b\u516c\u958b\u3057\u305f\u6700\u65b0\u8abf\u67fb(AI\u3092\u6d3b\u7528\u3057\u305f\u958b\u767a\u8005\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u304c\u3082\u305f\u3089\u3059\u7d4c\u6e08\u52b9\u679c\u306a\u3069)\u306b\u3064\u3044\u3066\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\u3067\u306f\u3001\u59cb\u3081\u307e\u3057\u3087\u3046\u3002<\/p>\n<aside class=\"p-4 p-md-6 post-aside--large\">\n<div style=\"background-color:#f6f8fa; padding:20px;\">\n<p class=\"h5-mktg gh-aside-title\"><strong>\u8a73\u7d30\u306a\u8abf\u67fb\u5185\u5bb9<\/strong><\/p>\n<p>\u3053\u306e\u8abf\u67fb\u7d50\u679c\u306f\u3001\u5206\u6790\u4f1a\u793eKeystone.AI\u3068Harvard Business School\u306eMarco Iansiti\u6559\u6388\u3068\u306e\u5171\u540c\u7814\u7a76\u304b\u3089\u5f97\u3089\u308c\u305f\u3082\u306e\u3067\u3059\u3002\u79c1\u305f\u3061\u306e\u76ee\u6a19\u306f\u3001\u751f\u6210\u7cfbAI\u304c\u958b\u767a\u8005\u306e\u751f\u7523\u6027\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3001\u304a\u3088\u3073\u4e16\u754c\u7d4c\u6e08\u306b\u4e0e\u3048\u308b\u5373\u6642\u7684\u306a\u5f71\u97ff\u3068\u9577\u671f\u7684\u306a\u5f71\u97ff\u3092\u8abf\u67fb\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<p><i>\u8abf\u67fb\u306e\u8a73\u7d30\u306f<a href=\"https:\/\/arxiv.org\/abs\/2306.15033\" target=\"_blank\" rel=\"noopener\">\u3053\u3061\u3089<\/a><\/i><\/p>\n<\/div>\n<\/aside>\n<h2 id=\"%e7%94%9f%e6%88%90%e7%b3%bbai%e3%81%af%e3%82%bd%e3%83%95%e3%83%88%e3%82%a6%e3%82%a7%e3%82%a2%e9%96%8b%e7%99%ba%e3%81%ab%e5%a4%a7%e3%81%8d%e3%81%aa%e5%a4%89%e5%8c%96%e3%82%92%e3%82%82%e3%81%9f%e3%82%89\">\u751f\u6210\u7cfbAI\u306f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306b\u5927\u304d\u306a\u5909\u5316\u3092\u3082\u305f\u3089\u3059<a href=\"#%e7%94%9f%e6%88%90%e7%b3%bbai%e3%81%af%e3%82%bd%e3%83%95%e3%83%88%e3%82%a6%e3%82%a7%e3%82%a2%e9%96%8b%e7%99%ba%e3%81%ab%e5%a4%a7%e3%81%8d%e3%81%aa%e5%a4%89%e5%8c%96%e3%82%92%e3%82%82%e3%81%9f%e3%82%89\" class=\"heading-link\" aria-label=\"\u751f\u6210\u7cfbAI\u306f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306b\u5927\u304d\u306a\u5909\u5316\u3092\u3082\u305f\u3089\u3059\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p><b>GitHub Copilot\u306f\u958b\u767a\u8005\u306e\u751f\u7523\u6027\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/b>GitHub Copilot\u30e6\u30fc\u30b6\u30fc\u306e\u5927\u898f\u6a21\u306a\u30b5\u30f3\u30d7\u30eb(n = 934,533)\u3092\u5206\u6790\u3057\u305f\u7d50\u679c\u3001\u751f\u7523\u6027\u306b\u304b\u306a\u308a\u5927\u304d\u306a\u5f71\u97ff\u304c\u3042\u308b\u3053\u3068\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u5e73\u5747\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u306f\u63d0\u6848\u3055\u308c\u305f\u30b3\u30fc\u30c9\u306e\u7d0430%\u3092\u627f\u8afe\u3057\u3066\u304a\u308a\u3001\u305d\u308c\u306b\u3088\u308a\u751f\u7523\u6027\u304c\u5411\u4e0a\u3057\u305f\u3068\u5831\u544a\u3057\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u6642\u9593\u306e\u7d4c\u904e\u3068\u3068\u3082\u306b\u958b\u767a\u8005\u304c\u30c4\u30fc\u30eb\u306b\u6163\u308c\u3066\u304f\u308b\u3068\u3001\u30b3\u30fc\u30c9\u63d0\u6848\u306e\u627f\u8afe\u7387\u306f\u7740\u5b9f\u306b\u4e0a\u6607\u3059\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3057\u305f\u3002\u3053\u306e\u3053\u3068\u304b\u3089\u3001\u30e6\u30fc\u30b6\u30fc\u304cGitHub Copilot\u3092\u6d3b\u7528\u3057\u305f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306b\u6163\u308c\u308b\u306b\u3064\u308c\u3066\u3001\u958b\u767a\u8005\u306e\u751f\u7523\u6027\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u7d9a\u3051\u308b\u53ef\u80fd\u6027\u304c\u5927\u304d\u304f\u306a\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image5-1.png?w=1024&#038;resize=1024%2C538\" alt=\"\" width=\"1024\" height=\"538\" class=\"alignnone size-large wp-image-4093\" srcset=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image5-1.png?w=1999 1999w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image5-1.png?w=300 300w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image5-1.png?w=768 768w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image5-1.png?w=1024 1024w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image5-1.png?w=1536 1536w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<div style=\"color:#57606A; text-align:center;\">\u3053\u306e\u56f3\u306f\u3001GitHub Copilot\u306e\u63d0\u6848\u306e\u627f\u8afe\u7387\u3092\u6642\u7cfb\u5217\u3067\u793a\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/div>\n<p style=\"margin-top:30px;\"><b>AI\u958b\u767a\u8005\u306e\u751f\u7523\u6027\u5411\u4e0a\u306b\u3088\u308a\u3001\u4e16\u754c\u306eGDP\u304c1.5\u5146\u30c9\u30eb\u4ee5\u4e0a\u5897\u52a0\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/b>2030\u5e74\u306b\u306f\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u958b\u767a\u8005\u304c4,500\u4e07\u4eba\u306b\u306a\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u751f\u6210\u7cfbAI\u306e\u958b\u767a\u8005\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u751f\u7523\u6027\u304c30\uff05\u5411\u4e0a\u3057\u305f\u5834\u5408\u30012030\u5e74\u306b\u306f \u300c\u5b9f\u52d5\u53ef\u80fd\u306a\u958b\u767a\u8005\u300d 1,500\u4e07\u4eba\u5206\u306e\u751f\u7523\u6027\u5411\u4e0a\u304c\u3001\u4e16\u754c\u4e2d\u306e\u751f\u7523\u80fd\u529b\u306b\u52a0\u308f\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e1\u3064\u306e\u4f5c\u696d\u8005\u30b0\u30eb\u30fc\u30d7(\u5b9f\u52d5\u53ef\u80fd\u306a\u958b\u767a\u8005)\u304c\u751f\u307f\u51fa\u3059\u7d4c\u6e08\u6d3b\u52d5\u306e\u6069\u6075\u3068\u3057\u3066\u3001\u4e16\u754c\u306eGDP\u304c1.5\u5146\u30c9\u30eb\u4ee5\u4e0a\u5897\u52a0\u3059\u308b\u3068\u8a66\u7b97\u3055\u308c\u307e\u3057\u305f\u3002\u3055\u307e\u3056\u307e\u306a\u958b\u767a\u8005\u30c4\u30fc\u30eb\u306e\u6b74\u53f2\u304c\u305d\u3046\u3067\u3042\u3063\u305f\u3088\u3046\u306b\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u958b\u767a\u8005\u306b\u5bfe\u3059\u308b\u9700\u8981\u304c\u5897\u52a0\u3059\u308b\u898b\u8fbc\u307f\u304c\u9ad8\u304f\u3001\u958b\u767a\u8005\u304c\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u8a2d\u8a08\u306bAI\u3092\u6d3b\u7528\u3057\u3001\u4e16\u754c\u4e2d\u3067\u30c7\u30b8\u30bf\u30eb\u5909\u9769\u3092\u52a0\u901f\u3055\u305b\u308b\u65b0\u305f\u306a\u30c1\u30e3\u30f3\u30b9\u3092\u63b4\u3080\u3053\u3068\u3067\u3001\u3053\u3046\u3057\u305f\u751f\u7523\u6027\u306e\u5411\u4e0a\u306f\u4eca\u5f8c\u3082\u591a\u5927\u306a\u5f71\u97ff\u3092\u3082\u305f\u3089\u3059\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image3-3.png?w=1024&#038;resize=1024%2C538\" alt=\"\" width=\"1024\" height=\"538\" class=\"alignnone size-large wp-image-4091\" srcset=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image3-3.png?w=1999 1999w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image3-3.png?w=300 300w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image3-3.png?w=768 768w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image3-3.png?w=1024 1024w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image3-3.png?w=1536 1536w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<div style=\"color:#57606A; text-align:center;\">AI\u3092\u6d3b\u7528\u3057\u305f\u958b\u767a\u8005\u30c4\u30fc\u30eb\u306f\u3001\u300c1,500\u4e07\u4eba\u5206\u306e\u5b9f\u52d5\u53ef\u80fd\u306a\u958b\u767a\u8005\u300d\u306e\u751f\u7523\u6027\u5411\u4e0a\u306b\u3088\u308a\u3001\u4e16\u754c\u306eGDP\u306b1.5\u5146\u30c9\u30eb\u3082\u306e\u5229\u76ca\u3092\u3082\u305f\u3089\u3059\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/div>\n<p style=\"margin-top:30px;\"><b>\u7d4c\u9a13\u306e\u6d45\u3044\u958b\u767a\u8005\u306fGitHub Copilot\u304b\u3089\u3088\u308a\u5927\u304d\u306a\u6069\u6075\u3092\u7372\u5f97\u3067\u304d\u307e\u3057\u305f\u3002<\/b>\u3053\u306e\u8abf\u67fb\u306b\u3088\u308a\u3001\u7d4c\u9a13\u306e\u6d45\u3044\u958b\u767a\u8005\u306f\u3001GitHub Copilot\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u975e\u5e38\u306b\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3092\u5f97\u3089\u308c\u308b\u3053\u3068\u3082\u308f\u304b\u308a\u307e\u3057\u305f\u3002\u3053\u306e\u8003\u5bdf\u306f\u3001AI\u304c\u958b\u767a\u8005\u306e\u751f\u7523\u6027\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u306b\u95a2\u3059\u308b<a href=\"https:\/\/arxiv.org\/abs\/2302.06590\" target=\"_blank\" rel=\"noopener\"><b>\u79c1\u305f\u3061\u81ea\u8eab\u306e\u904e\u53bb\u306e\u5b9f\u9a13<\/b><\/a>\u3092\u542b\u3080\u3001\u4ed6\u306e\u8abf\u67fb\u306b\u3088\u3063\u3066\u88cf\u4ed8\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u3066\u30b9\u30ad\u30eb\u30a2\u30c3\u30d7\u3059\u308b\u3053\u3068\u3067\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3084AI\u3068\u306e\u3084\u308a\u53d6\u308a\u306b\u3055\u3089\u306b\u7cbe\u901a\u3057\u3001\u958b\u767a\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u304c\u5f37\u5316\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3055\u3089\u306b\u591a\u304f\u306e\u4eba\u3005\u306b\u5bfe\u3057\u3066\u300c\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u300d\u3068\u3044\u3046\u4f5c\u696d\u304c\u4e00\u822c\u7684\u306a\u3082\u306e\u306b\u306a\u308a\u3001\u52b4\u50cd\u529b\u306e\u683c\u5dee\u304c\u89e3\u6d88\u3055\u308c\u3001AI\u30da\u30a2\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30c4\u30fc\u30eb\u3092\u6a19\u6e96\u7684\u306a\u958b\u767a\u8005\u6559\u80b2\u306e\u4e00\u90e8\u3068\u3057\u3066\u78ba\u7acb\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image7-2.png?w=1024&#038;resize=1024%2C538\" alt=\"\" width=\"1024\" height=\"538\" class=\"alignnone size-large wp-image-4095\" srcset=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image7-2.png?w=1999 1999w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image7-2.png?w=300 300w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image7-2.png?w=768 768w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image7-2.png?w=1024 1024w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image7-2.png?w=1536 1536w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<div style=\"color:#57606A; text-align:center;\">\u3053\u306e\u56f3\u306f\u3001\u7d4c\u9a13\u306e\u6d45\u3044\u958b\u767a\u8005\u306e\u65b9\u304c\u3001\u7d4c\u9a13\u8c4a\u5bcc\u306a\u958b\u767a\u8005\u3088\u308a\u3082\u76f8\u5bfe\u7684\u306b\u591a\u304f\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u5f97\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/div>\n<p style=\"margin-top:30px;\"><b>GitHub\u306fAI\u6642\u4ee3\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002<\/b>\u3053\u306e\u6700\u65b0\u306e\u8abf\u67fb\u3067\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u6025\u5897\u306b\u3064\u3044\u3066\u3082\u8abf\u3079\u307e\u3057\u305f\u3002GitHub\u4e0a\u306eAI\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u5206\u6790\u306b\u3088\u308b\u3068\u3001\u751f\u6210\u7cfbAI\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u308b\u4eba\u3005\u306f\u3001\u5927\u624b\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u4f01\u696d\u304b\u3089\u500b\u4eba\u307e\u3067\u591a\u5c90\u306b\u308f\u305f\u308a\u307e\u3059\u3002\u307e\u305f\u3001GitHub\u30ea\u30dd\u30b8\u30c8\u30ea\u3068\u30b3\u30df\u30c3\u30c8\u306b\u95a2\u3059\u308b\u79c1\u305f\u3061\u306e\u5206\u6790\u3067\u306f\u3001\u751f\u6210\u7cfbAI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4e2d\u5fc3\u3068\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u6d3b\u52d5\u304c\u98db\u8e8d\u7684\u306b\u5897\u52a0\u3057\u3066\u304a\u308a\u3001GitHub\u4e0a\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u958b\u767a\u8005\u304cAI\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u6b21\u306e\u6ce2\u3092\u727d\u5f15\u3059\u308b\u3053\u3068\u3092\u671f\u5f85\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image2-5.png?w=1024&#038;resize=1024%2C538\" alt=\"\" width=\"1024\" height=\"538\" class=\"alignnone size-large wp-image-4090\" srcset=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image2-5.png?w=1999 1999w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image2-5.png?w=300 300w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image2-5.png?w=768 768w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image2-5.png?w=1024 1024w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image2-5.png?w=1536 1536w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<div style=\"color:#57606A; text-align:center;\">\u3053\u306e\u56f3\u306f\u3001GitHub.com\u4e0a\u306e\u751f\u6210\u7cfbAI\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u30b3\u30df\u30c3\u30c8\u6570\u306e\u6708\u3054\u3068\u306e\u4f38\u3073\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/div>\n<h2 id=\"%e4%bb%95%e4%ba%8b%e3%81%8c%e9%80%9f%e3%81%8f%e3%80%81%e5%b9%b8%e7%a6%8f%e5%ba%a6%e3%81%ae%e9%ab%98%e3%81%84%e9%96%8b%e7%99%ba%e8%80%85\">\u4ed5\u4e8b\u304c\u901f\u304f\u3001\u5e78\u798f\u5ea6\u306e\u9ad8\u3044\u958b\u767a\u8005<a href=\"#%e4%bb%95%e4%ba%8b%e3%81%8c%e9%80%9f%e3%81%8f%e3%80%81%e5%b9%b8%e7%a6%8f%e5%ba%a6%e3%81%ae%e9%ab%98%e3%81%84%e9%96%8b%e7%99%ba%e8%80%85\" class=\"heading-link\" aria-label=\"\u4ed5\u4e8b\u304c\u901f\u304f\u3001\u5e78\u798f\u5ea6\u306e\u9ad8\u3044\u958b\u767a\u8005\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p>\u4ee5\u524d\u306e\u8abf\u67fb\u3067\u306f\u3001\u627f\u8afe\u7387\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u958b\u767a\u8005\u304cGitHub Copilot\u3092\u4f7f\u7528\u3057\u3066\u30bf\u30b9\u30af\u3092\u5b8c\u4e86\u3059\u308b\u30b9\u30d4\u30fc\u30c9\u306b\u3064\u3044\u3066\u3082\u8abf\u3079\u307e\u3057\u305f\u3002\u4f8b\u3048\u3070\u3001\u3042\u308b\u5b9a\u91cf\u7684\u8abf\u67fb\u3067\u306f\u3001<a href=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/2022-09-15-research-quantifying-github-copilots-impact-on-developer-productivity-and-happiness\/\" target=\"_blank\" rel=\"noopener\">GitHub Copilot\u3092\u4f7f\u7528\u3059\u308b\u958b\u767a\u8005\u306f\u3001\u30bf\u30b9\u30af\u5b8c\u4e86\u304c55%\u3082\u901f\u3044<\/a>\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3057\u305f\u3002\u3055\u3089\u306b\u3001GitHub Copilot\u304c\u6709\u52b9\u306b\u306a\u3063\u3066\u3044\u308b\u30d5\u30a1\u30a4\u30eb\u3067\u306f\u3001\u30b3\u30fc\u30c9\u306e46%\u304cGitHub Copilot\u3067\u5b8c\u6210\u3055\u308c\u305f\u3053\u3068\u304c\u521d\u671f\u306e\u8abf\u67fb\u3067\u308f\u304b\u308a\u307e\u3057\u305f\u3002\u3053\u308c\u3089\u306f\u3059\u3070\u3089\u3057\u3044\u6570\u5024\u3067\u3059\u304c\u3001\u300c\u751f\u7523\u6027\u306e\u305f\u3081\u306e\u751f\u7523\u6027\u300d\u306b\u306f\u4f55\u306e\u610f\u5473\u3082\u3042\u308a\u307e\u305b\u3093\u3002\u79c1\u305f\u3061\u306f\u3001\u958b\u767a\u8005\u3092\u5e78\u305b\u306b\u3059\u308b\u305f\u3081\u306bGitHub Copilot\u3092\u4f5c\u6210\u3057\u3066\u3044\u308b\u306e\u3067\u3042\u308a\u3001\u3053\u308c\u3053\u305d\u3001GitHub Copilot\u306e\u672c\u6765\u306e\u76ee\u7684\u3067\u3059\u3002<\/p>\n<p>\u958b\u767a\u8005\u3092\u5e78\u305b\u306b\u3059\u308b\u300d\u3068\u3044\u3046\u70b9\u3067\u3082\u3001GitHub Copilot\u306f\u6210\u529f\u3057\u3066\u3044\u307e\u3059\u3002<a href=\"https:\/\/blog-github-com-develop.go-vip.co\/2022-09-07-research-quantifying-github-copilots-impact-on-developer-productivity-and-happiness\/\" target=\"_blank\" rel=\"noopener\">\u3042\u308b\u8abf\u67fb\u3067\u306f<\/a>\u3001\u958b\u767a\u8005\u306e75\uff05\u304c\u300cGitHub Copilot\u306e\u4f7f\u7528\u6642\u306b\u5145\u5b9f\u611f\u3092\u899a\u3048\u308b\u300d\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\u3002\u5225\u306e\u8abf\u67fb\u3067\u306f\u3001\u958b\u767a\u8005\u306f\u300cAI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u306e\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u8a00\u8a9e\u30b9\u30ad\u30eb\u306e\u5411\u4e0a\u3067\u3042\u308b\u300d\u3068\u56de\u7b54\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u3053\u308c\u306b\u3088\u308a\u3001\u300c\u3055\u3089\u306b\u524d\u5411\u304d\u306b\u4ed5\u4e8b\u306b\u53d6\u308a\u7d44\u3081\u308b\u3088\u3046\u306b\u306a\u308b\u300d\u3068\u3082\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002\u751f\u7523\u6027\u3082\u6e80\u8db3\u5ea6\u3082\u9ad8\u3044\u3001\u3088\u308a\u80fd\u529b\u304c\u9ad8\u3044\u958b\u767a\u8005\u3002\u3053\u308c\u304c\u307e\u3055\u306b\u3001GitHub Copilot\u304c\u76ee\u6307\u3059\u3068\u3053\u308d\u3067\u3059\u3002<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image1-3.png?w=1024&#038;resize=1024%2C538\" alt=\"\" width=\"1024\" height=\"538\" class=\"alignnone size-large wp-image-4089\" srcset=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image1-3.png?w=1999 1999w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image1-3.png?w=300 300w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image1-3.png?w=768 768w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image1-3.png?w=1024 1024w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image1-3.png?w=1536 1536w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<div style=\"color:#57606A; text-align:center;\">GitHub Copilot\u306b\u3088\u3063\u3066\u3001\u958b\u767a\u8005\u306e\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30b9\u30d4\u30fc\u30c9\u3092\u5411\u4e0a\u3055\u305b\u3001\u6700\u592746%\u306e\u30b3\u30fc\u30c9\u3092\u5b8c\u6210\u3055\u305b\u3001\u958b\u767a\u8005\u304c\u4ed5\u4e8b\u306b\u3088\u308a\u5145\u5b9f\u611f\u3092\u5f97\u3089\u308c\u308b\u3053\u3068\u3092\u793a\u3059\u8abf\u67fb\u7d50\u679c\u3067\u3059\u3002<\/div>\n<h2 id=\"github-copilot-for-business%e3%81%ab%e3%82%88%e3%82%8b%e5%bd%b1%e9%9f%bf\">GitHub Copilot for Business\u306b\u3088\u308b\u5f71\u97ff<a href=\"#github-copilot-for-business%e3%81%ab%e3%82%88%e3%82%8b%e5%bd%b1%e9%9f%bf\" class=\"heading-link\" aria-label=\"GitHub Copilot for Business\u306b\u3088\u308b\u5f71\u97ff\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p>\u4eca\u5f8c10\u5e74\u9593\u306b\u304a\u3051\u308b\u751f\u6210\u7cfbAI\u306e\u7d4c\u6e08\u52b9\u679c\u306f\u3001\u6975\u3081\u3066\u5927\u304d\u306a\u3082\u306e\u306b\u306a\u308b\u306f\u305a\u3067\u3059\u3002\u3059\u3067\u306b\u958b\u767a\u8005\u3084\u4f01\u696d\u306b\u3088\u3063\u3066\u3001GitHub Copilot\u306a\u3069\u306eAI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u304c\u5927\u898f\u6a21\u306b\u5c0e\u5165\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6700\u8fd1\u306e\u8abf\u67fb\u3067\u306f\u3001\u958b\u767a\u8005\u306e92\uff05\u304c\u300cAI\u30c4\u30fc\u30eb\u3092\u696d\u52d9\u5185\u5916\u3067\u4f7f\u7528\u3057\u3066\u3044\u308b\u300d\u3068\u56de\u7b54\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u7d50\u679c\u306f\u3001AI\u30c4\u30fc\u30eb\u304c<a href=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/2023-06-22-survey-reveals-ais-impact-on-the-developer-experience\/\">\u958b\u767a\u8005\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u5168\u4f53<\/a>\u3092\u3044\u304b\u306b\u3059\u3055\u307e\u3058\u3044\u901f\u3055\u3067\u518d\u5b9a\u7fa9\u3057\u3066\u3044\u308b\u304b\u3092\u8a3c\u660e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4eca\u5e74\u521d\u3081\u3001\u79c1\u305f\u3061\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306bGitHub\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u304b\u306b\u95a2\u4fc2\u306a\u304f\u3001\u3042\u3089\u3086\u308b\u898f\u6a21\u306e\u4f01\u696d\u306b\u751f\u6210\u7cfbAI\u306e\u30d1\u30ef\u30fc\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306b\u3001<a href=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/2023-02-15-copilot-for-business-is-now-available\/\" target=\"_blank\" rel=\"noopener\">GitHub Copilot for Business\u3092\u30ea\u30ea\u30fc\u30b9\u3057\u307e\u3057\u305f<\/a>\u3002\u30ea\u30ea\u30fc\u30b9\u304b\u3089\u308f\u305a\u304b3\u304b\u6708\u5f8c\u306e\u6642\u70b9\u3067\u3001\u3059\u3067\u306b1\u4e07\u793e\u4ee5\u4e0a\u306e\u7d44\u7e54\u304cGitHub\u3000Copilot\u3000for Business\u3092\u63a1\u7528\u3057\u3066\u304a\u308a\u3001\u73fe\u5728\u3067\u306f2\u4e07\u4ee5\u4e0a\u306e\u7d44\u7e54\u304c\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image4-2.png?w=1024&#038;resize=1024%2C538\" alt=\"\" width=\"1024\" height=\"538\" class=\"alignnone size-large wp-image-4092\" srcset=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image4-2.png?w=1999 1999w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image4-2.png?w=300 300w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image4-2.png?w=768 768w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image4-2.png?w=1024 1024w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/07\/image4-2.png?w=1536 1536w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<div style=\"color:#57606A; text-align:center;\">2\u4e07\u4ee5\u4e0a\u306e\u7d44\u7e54\u304cCopilot for Business\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306e\u5411\u4e0a\u3092\u52a0\u901f\u3055\u305b\u3066\u3044\u307e\u3059\u3002<\/div>\n<p style=\"margin-top:30px;\">\u305d\u3057\u3066\u3001GitHub Copilot\u3092\u6d3b\u7528\u3057\u3066\u3044\u308b\u7d44\u7e54\u306f\u3001\u5b9f\u969b\u306b\u6210\u679c\u3092\u4e0a\u3052\u3066\u3044\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001Duolingo\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30c1\u30fc\u30e0\u306f\u3001<a href=\"https:\/\/github.com\/customer-stories\/duolingo\" target=\"_blank\" rel=\"noopener\">GitHub Copilot for Business\u3092\u4f7f\u7528\u3057\u3066\u3001\u958b\u767a\u901f\u5ea6\u306e25%\u5411\u4e0a\u3092\u9054\u6210\u3057\u307e\u3057\u305f<\/a>\u3002Duolingo\u306e\u30b7\u30cb\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3067\u3042\u308bJohnathan Burket\u6c0f\u306f\u3001\u300cGitHub Copilot\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306f\u30b3\u30fc\u30c9\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u307e\u305f\u306f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u63a2\u3057\u56de\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30d5\u30ed\u30fc\u72b6\u614b\u3092\u7dad\u6301\u3057\u3001\u52e2\u3044\u3092\u4fdd\u3064\u3053\u3068\u304c\u3067\u304d\u308b\u300d\u3068\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u4ed6\u306b\u3082\u3001GitHub Copilot\u3092\u4f7f\u7528\u3057\u305f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u696d\u52d9\u306e\u30c6\u30b9\u30c8\u3092\u63a1\u7528\u5fdc\u52df\u8005\u306b\u8ab2\u3059\u7d44\u7e54\u304c\u5897\u3048\u3066\u304a\u308a\u3001AI\u30da\u30a2\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u304c\u5fdc\u52df\u8005\u3092\u30c6\u30b9\u30c8\u3059\u308b\u305f\u3081\u306e\u6a19\u6e96\u30c4\u30fc\u30eb\u306b\u306a\u308b\u3053\u3068\u3092\u793a\u5506\u3057\u3066\u3044\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u751f\u6210\u7cfbAI\u30c4\u30fc\u30eb\u306e\u300c\u4f7f\u3044\u65b9\u300d \u3092\u7fd2\u5f97\u3059\u308b\u3053\u3068\u304c\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u8005\u306e\u30b3\u30a2\u30b3\u30f3\u30d4\u30c6\u30f3\u30b7\u30fc\u306b\u306a\u308b\u65e5\u3082\u8fd1\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n<h2 id=\"%e5%88%87%e3%81%a3%e3%81%a6%e3%82%82%e5%88%87%e3%82%8c%e3%81%aa%e3%81%84%e3%81%a4%e3%81%aa%e3%81%8c%e3%82%8a\">\u5207\u3063\u3066\u3082\u5207\u308c\u306a\u3044\u3064\u306a\u304c\u308a<a href=\"#%e5%88%87%e3%81%a3%e3%81%a6%e3%82%82%e5%88%87%e3%82%8c%e3%81%aa%e3%81%84%e3%81%a4%e3%81%aa%e3%81%8c%e3%82%8a\" class=\"heading-link\" aria-label=\"\u5207\u3063\u3066\u3082\u5207\u308c\u306a\u3044\u3064\u306a\u304c\u308a\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p>\u3053\u308c\u307e\u3067\u306e\u8abf\u67fb\u304b\u3089\u5206\u304b\u3063\u305f\u306e\u306f\u3001\u751f\u6210\u7cfbAI\u304c\u958b\u767a\u8005\u306e\u751f\u7523\u6027\u3092\u98db\u8e8d\u7684\u306b\u5411\u4e0a\u3055\u305b\u3001\u305d\u306e\u7d50\u679c\u3001\u4e16\u754c\u7d4c\u6e08\u306eGDP\u306e\u6025\u6210\u9577\u3092\u4fc3\u9032\u3055\u305b\u3001\u305d\u3057\u3066\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u8005\u306e\u9700\u8981\u3092\u6025\u5897\u3055\u305b\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u79c1\u305f\u3061\u306f\u3001\u30b3\u30f3\u30d1\u30a4\u30e9\u30fc\u304b\u3089\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306b\u81f3\u308b\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u958b\u767a\u8005\u30c4\u30fc\u30eb\u306e\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u6b74\u53f2\u3092\u901a\u3057\u3066\u3001\u3053\u3046\u3057\u305f\u72b6\u6cc1\u3092\u76ee\u6483\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u307e\u305f\u3001GitHub Copilot\u3068GitHub Copilot X\u3067\u3082\u3001\u3059\u3067\u306b\u540c\u3058\u3053\u3068\u304c\u8d77\u3053\u3063\u3066\u3044\u307e\u3059\u3002\u30ea\u30ea\u30fc\u30b9\u304b\u30891\u5e74\u304c\u7d4c\u3061\u3001AI\u3068\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u8005\u306e\u885d\u7a81\u306f\u958b\u767a\u8005\u306e\u4ed5\u4e8b\u306e\u6e1b\u5c11\u306b\u3064\u306a\u304c\u308b\u3082\u306e\u3067\u306f\u306a\u304f\u3001\u3080\u3057\u308dAI\u304c\u958b\u767a\u8005\u306e\u53ef\u80fd\u6027\u3092\u5897\u5927\u3055\u305b\u3001\u4eba\u985e\u306e\u9032\u6b69\u3092\u52a0\u901f\u3055\u305b\u307e\u3059\u3002<\/p>\n<p>\u3088\u308a\u591a\u304f\u306e\u958b\u767a\u8005\u304c\u751f\u6210\u7cfbAI\u30c4\u30fc\u30eb\u3092\u63a1\u7528\u3057\u3001Copilot\u6a5f\u80fd\u3067\u30b9\u30e0\u30fc\u30ba\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u306b\u3064\u308c\u3066\u3001\u3053\u306e\u65b0\u3057\u3044\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u65b9\u6cd5\u304c\u4eba\u985e\u3068AI\u306e\u9593\u306b\u5207\u3063\u3066\u3082\u5207\u308c\u306a\u3044\u3064\u306a\u304c\u308a\u3092\u751f\u307f\u51fa\u3057\u3001\u4eca\u5f8c\u4f55\u4e16\u4ee3\u306b\u3082\u308f\u305f\u308b\u4e16\u754c\u4e2d\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u65b9\u6cd5\u3092\u6c7a\u5b9a\u3065\u3051\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3053\u3068\u306f\u660e\u3089\u304b\u3067\u3059\u3002<\/p>\n<p>\u305d\u3057\u3066\u3001\u305d\u306e\u304a\u304b\u3052\u3067\u3088\u308a\u826f\u3044\u4e16\u754c\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<h2 id=\"%e7%94%9f%e6%88%90%e7%b3%bbai%e3%81%ab%e3%82%88%e3%82%8b%e7%b5%8c%e6%b8%88%e5%8a%b9%e6%9e%9c%e3%81%ae%e8%a9%b3%e7%b4%b0\">\u751f\u6210\u7cfbAI\u306b\u3088\u308b\u7d4c\u6e08\u52b9\u679c\u306e\u8a73\u7d30<a href=\"#%e7%94%9f%e6%88%90%e7%b3%bbai%e3%81%ab%e3%82%88%e3%82%8b%e7%b5%8c%e6%b8%88%e5%8a%b9%e6%9e%9c%e3%81%ae%e8%a9%b3%e7%b4%b0\" class=\"heading-link\" aria-label=\"\u751f\u6210\u7cfbAI\u306b\u3088\u308b\u7d4c\u6e08\u52b9\u679c\u306e\u8a73\u7d30\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p>Keystone.AI\u3068\u5171\u540c\u5b9f\u65bd\u3057\u305f\u751f\u6210\u7cfbAI\u306e\u7d4c\u6e08\u52b9\u679c\u306b\u95a2\u3059\u308b<a href=\"https:\/\/arxiv.org\/abs\/2306.15033\" target=\"_blank\" rel=\"noopener\">\u6700\u65b0\u8abf\u67fb<\/a>\u3092\u516c\u958b\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001Collision \u30ab\u30f3\u30d5\u30a1\u30ec\u30f3\u30b9\u3067\u306e\u767a\u8868\u306f<a href=\"https:\/\/www.youtube.com\/watch?v=lFdbHW-8Nhc&amp;t=10086s\" target=\"_blank\" 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