{"id":10336,"date":"2026-09-14T14:01:28","date_gmt":"2026-09-14T05:01:28","guid":{"rendered":"https:\/\/japan-ai.geniee.co.jp\/media\/?p=10336"},"modified":"2026-09-14T14:01:32","modified_gmt":"2026-09-14T05:01:32","slug":"ai%e9%a7%86%e5%8b%95%e9%96%8b%e7%99%ba%e3%81%a8%e3%81%af%ef%bc%9f%e3%83%a1%e3%83%aa%e3%83%83%e3%83%88%e3%83%bb%e3%83%87%e3%83%a1%e3%83%aa%e3%83%83%e3%83%88%e3%81%8b%e3%82%89%e5%b0%8e%e5%85%a5%e3%82%b9","status":"publish","type":"post","link":"https:\/\/japan-ai.co.jp\/media\/10336\/","title":{"rendered":"AI\u99c6\u52d5\u958b\u767a\u3068\u306f\uff1f\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u304b\u3089\u5c0e\u5165\u30b9\u30c6\u30c3\u30d7\u307e\u3067\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac"},"content":{"rendered":"\n<p>AI\u99c6\u52d5\u958b\u767a\uff08AIDD\uff09\u3068\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3060\u3051\u3067\u306a\u304f\u8981\u4ef6\u5b9a\u7fa9\u304b\u3089\u904b\u7528\u307e\u3067\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306e\u5168\u5de5\u7a0b\u306bAI\u3092\u7d44\u307f\u8fbc\u307f\u3001\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u305d\u306e\u3082\u306e\u3092\u518d\u8a2d\u8a08\u3059\u308b\u624b\u6cd5\u3067\u3059\u30022026\u5e74\u73fe\u5728\u3001JetBrains\u306e\u300cDeveloper Ecosystem Survey 2026\u300d\uff082026\u5e745\u301c7\u6708\u8abf\u67fb\u3001\u30d7\u30ed\u958b\u767a\u80051\u4e075,000\u4eba\u8d85\uff09\u3067\u306f\u30d7\u30ed\u958b\u767a\u8005\u306e90\uff05\u304cAI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u90311\u56de\u4ee5\u4e0a\u696d\u52d9\u5229\u7528\u3057\u3066\u304a\u308a\u3001AI\u99c6\u52d5\u958b\u767a\u306f\u6025\u901f\u306b\u5e83\u304c\u308a\u3092\u898b\u305b\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001AI\u99c6\u52d5\u958b\u767a\u3068\u306f\u305d\u3082\u305d\u3082\u4f55\u3092\u610f\u5473\u3059\u308b\u306e\u304b\u3001\u5f93\u6765\u306eAI\u30a2\u30b7\u30b9\u30c8\u958b\u767a\u3068\u306f\u3069\u3046\u9055\u3046\u306e\u304b\u3001\u5c0e\u5165\u306b\u3088\u3063\u3066\u3069\u306e\u3088\u3046\u306a\u30e1\u30ea\u30c3\u30c8\u30fb\u30ea\u30b9\u30af\u304c\u3042\u308b\u306e\u304b\u3068\u3044\u3063\u305f\u7591\u554f\u3092\u6301\u3064\u65b9\u3082\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001<mark>AI\u99c6\u52d5\u958b\u767a\u306e\u5b9a\u7fa9\u3084AI\u30a2\u30b7\u30b9\u30c8\u958b\u767a\u3068\u306e\u9055\u3044\u3001\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u5b9f\u8df5\u30d7\u30ed\u30bb\u30b9\u3001\u4e3b\u8981\u30c4\u30fc\u30eb\u3001\u5c0e\u5165\u30b9\u30c6\u30c3\u30d7\u3001\u6d3b\u7528\u4e8b\u4f8b<\/mark>\u307e\u3067\u3001JAPAN AI\u304c\u7db2\u7f85\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"toc\">    <div id=\"toc_container\" class=\"toc_container toc-container sgb-toc--bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <a href=\"#i-0\">AI\u99c6\u52d5\u958b\u767a\u3068\u306f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-1\">AI\u99c6\u52d5\u958b\u767a\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u80cc\u666f<\/a>      <\/li>      <li>        <a href=\"#i-2\">AI\u30a2\u30b7\u30b9\u30c8\u958b\u767a\u3068\u306e\u9055\u3044<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-3\">\u5f93\u6765\u306e\u958b\u767a\u624b\u6cd5\u3068\u306e\u9055\u3044<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-4\">AI\u99c6\u52d5\u958b\u767a\u306e\u30e1\u30ea\u30c3\u30c8<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-5\">\u958b\u767a\u30b9\u30d4\u30fc\u30c9\u306e\u5411\u4e0a<\/a>      <\/li>      <li>        <a href=\"#i-6\">\u30b3\u30fc\u30c9\u54c1\u8cea\u306e\u5747\u4e00\u5316\u3068\u5c5e\u4eba\u5316\u306e\u89e3\u6d88<\/a>      <\/li>      <li>        <a href=\"#i-7\">\u958b\u767a\u30b3\u30b9\u30c8\u306e\u6700\u9069\u5316<\/a>      <\/li>      <li>        <a href=\"#i-8\">\u30c6\u30b9\u30c8\u5de5\u6570\u306e\u524a\u6e1b\u3068\u624b\u623b\u308a\u306e\u9632\u6b62<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-9\">\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u5275\u9020\u7684\u306a\u696d\u52d9\u306b\u96c6\u4e2d\u3067\u304d\u308b<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-11\">AI\u99c6\u52d5\u958b\u767a\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\u30fb\u8ab2\u984c\u30fb\u30ea\u30b9\u30af<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-12\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3068\u904e\u5927\u8a55\u4fa1\u306e\u7f60<\/a>      <\/li>      <li>        <a href=\"#i-13\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u60c5\u5831\u6f0f\u6d29\u30ea\u30b9\u30af<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-14\">\u7d44\u7e54\u6587\u5316\u306e\u5909\u9769\u3068\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30b9\u30ad\u30eb\u30b7\u30d5\u30c8<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-15\">AI\u99c6\u52d5\u958b\u767a\u306e\u5b9f\u8df5\u30d7\u30ed\u30bb\u30b9<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-16\">\u8981\u4ef6\u5b9a\u7fa9\u30fb\u8a2d\u8a08<\/a>      <\/li>      <li>        <a href=\"#i-17\">\u5b9f\u88c5\uff08\u30b3\u30fc\u30c9\u751f\u6210\u30fb\u88dc\u5b8c\uff09<\/a>      <\/li>      <li>        <a href=\"#i-18\">\u30c6\u30b9\u30c8\u30fb\u54c1\u8cea\u4fdd\u8a3c<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-19\">\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30fb\u904b\u7528<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-20\">AI\u99c6\u52d5\u958b\u767a\u3092\u652f\u3048\u308b\u30c4\u30fc\u30eb\u30fb\u6280\u8853<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-21\">\u30b3\u30fc\u30c9\u751f\u6210\u30fb\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u652f\u63f4\u30c4\u30fc\u30eb<\/a>      <\/li>      <li>        <a href=\"#i-22\">\u8981\u4ef6\u5b9a\u7fa9\u30fb\u8a2d\u8a08\u652f\u63f4\u30c4\u30fc\u30eb<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-23\">\u30c6\u30b9\u30c8\u30fb\u54c1\u8cea\u4fdd\u8a3c\u30c4\u30fc\u30eb<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-24\">AI\u99c6\u52d5\u958b\u767a\u306e\u5c0e\u5165\u30b9\u30c6\u30c3\u30d7<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-25\">\u5c0f\u898f\u6a21\u3067\u30d1\u30a4\u30ed\u30c3\u30c8\u904b\u7528\u3092\u884c\u3046<\/a>      <\/li>      <li>        <a href=\"#i-26\">\u30d7\u30ed\u30bb\u30b9\u3092\u6a19\u6e96\u5316\u3059\u308b<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-27\">\u7d44\u7e54\u5168\u4f53\u306b\u5e83\u3052\u308b<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-28\">AI\u99c6\u52d5\u958b\u767a\u306e\u6d3b\u7528\u4e8b\u4f8b<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-29\">\u65b0\u898f\u30b5\u30fc\u30d3\u30b9\u306e\u7acb\u3061\u4e0a\u3052<\/a>      <\/li>      <li>        <a href=\"#i-30\">\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u30de\u30a4\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-31\">\u793e\u5185\u696d\u52d9\u30a2\u30d7\u30ea\u306e\u5185\u88fd\u5316<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-32\">AI\u99c6\u52d5\u958b\u767a\u306b\u95a2\u3057\u3066\u3088\u304f\u3042\u308b\u8cea\u554f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-33\">AI\u99c6\u52d5\u958b\u767a\u3067\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u4e0d\u8981\u306b\u306a\u308a\u307e\u3059\u304b\uff1f<\/a>      <\/li>      <li>        <a href=\"#i-34\">AI\u99c6\u52d5\u958b\u767a\u306f\u3069\u306e\u3088\u3046\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u304b\uff1f<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-35\">AI\u99c6\u52d5\u958b\u767a\u306e\u5c0e\u5165\u306b\u306f\u3069\u306e\u304f\u3089\u3044\u306e\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308a\u307e\u3059\u304b\uff1f<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-36\">AI\u99c6\u52d5\u958b\u767a\u3092\u7d44\u7e54\u306b\u5b9a\u7740\u3055\u305b\u308b\u305f\u3081\u306b\u62bc\u3055\u3048\u308b\u3079\u304d\u30dd\u30a4\u30f3\u30c8<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><h2 class=\"wp-block-heading\" id=\"i-0\">AI\u99c6\u52d5\u958b\u767a\u3068\u306f<\/h2>\n\n\n\n<p>AI\u99c6\u52d5\u958b\u767a\uff08AI-Driven Development\uff09\u3068\u306f\u3001<mark>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u5168\u4f53\u306bAI\u3092\u7d44\u307f\u8fbc\u307f\u3001\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u3068\u7d44\u7e54\u306e\u52d5\u304d\u65b9\u3092\u518d\u8a2d\u8a08\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1<\/mark>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5f93\u6765\u306e\u958b\u767a\u3067\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u8981\u4ef6\u3092\u8aad\u307f\u89e3\u304d\u3001\u8a2d\u8a08\u66f8\u3092\u66f8\u304d\u3001\u30b3\u30fc\u30c9\u3092\u5b9f\u88c5\u3057\u3001\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3057\u3066\u3044\u307e\u3057\u305f\u3002AI\u99c6\u52d5\u958b\u767a\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u5de5\u7a0b\u3067AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5b9f\u88c5\u306e\u4e3b\u4f53\u3068\u306a\u308a\u3001\u4eba\u9593\u306f\u300c\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u3068\u76ee\u7684\u306e\u5b9a\u7fa9\u300d\u300c\u610f\u601d\u6c7a\u5b9a\u300d\u300c\u54c1\u8cea\u306e\u6700\u7d42\u5224\u65ad\u300d\u306b\u96c6\u4e2d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30dd\u30a4\u30f3\u30c8\u306f\u3001\u5358\u306b\u30b3\u30fc\u30c9\u88dc\u5b8c\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u306f\u306a\u304f\u3001\u300cAI\u306b\u4efb\u305b\u308b\u5de5\u7a0b\u300d\u3068\u300c\u4eba\u9593\u304c\u5224\u65ad\u3059\u308b\u5de5\u7a0b\u300d\u3092\u660e\u78ba\u306b\u5206\u3051\u3001\u958b\u767a\u30d5\u30ed\u30fc\u5168\u4f53\u3092AI\u524d\u63d0\u3067\u7d44\u307f\u76f4\u3059\u70b9\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-1\">AI\u99c6\u52d5\u958b\u767a\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u80cc\u666f<\/h3>\n\n\n\n<p>AI\u99c6\u52d5\u958b\u767a\u304c\u3053\u308c\u307b\u3069\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u308b\u80cc\u666f\u306b\u306f\u3001\u8907\u6570\u306e\u8981\u56e0\u304c\u91cd\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><mark>IT\u4eba\u6750\u4e0d\u8db3\u306e\u6df1\u523b\u5316\u3068DX\u63a8\u9032\u306e\u52a0\u901f<\/mark><\/p>\n\n\n\n<p>\u7d4c\u6e08\u7523\u696d\u7701\u304c2019\u5e743\u6708\u306b\u516c\u8868\u3057\u305f\u300cIT\u4eba\u6750\u9700\u7d66\u306b\u95a2\u3059\u308b\u8abf\u67fb\u300d\u3067\u306f\u30012030\u5e74\u306eIT\u4eba\u6750\u4e0d\u8db3\u306f\u4e2d\u4f4d\u30b7\u30ca\u30ea\u30aa\u3067\u7d0445\u4e07\u4eba\u3001IT\u9700\u8981\u304c\u9ad8\u304f\u4f38\u3073\u308b\u9ad8\u4f4d\u30b7\u30ca\u30ea\u30aa\u3067\u306f\u6700\u5927\u7d0479\u4e07\u4eba\u306b\u9054\u3059\u308b\u3068\u8a66\u7b97\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8a66\u7b97\u306f\u751f\u6210AI\u306b\u3088\u308b\u751f\u7523\u6027\u5411\u4e0a\u3092\u7e54\u308a\u8fbc\u3093\u3067\u3044\u306a\u3044\u305f\u3081\u3001\u4e0d\u8db3\u6570\u305d\u306e\u3082\u306e\u3088\u308a\u300c\u4eba\u54e1\u5897\u3067\u306f\u306a\u304f\u751f\u7523\u6027\u3067\u57cb\u3081\u308b\u3057\u304b\u306a\u3044\u300d\u3068\u3044\u3046\u69cb\u9020\u7684\u8ab2\u984c\u3092\u793a\u3059\u3082\u306e\u3068\u3057\u3066\u6349\u3048\u308b\u3079\u304d\u3067\u3057\u3087\u3046\u3002\u9650\u3089\u308c\u305f\u958b\u767a\u30ea\u30bd\u30fc\u30b9\u3067\u30d3\u30b8\u30cd\u30b9\u8981\u6c42\u306b\u5fdc\u3048\u308b\u306b\u306f\u3001\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u306e\u629c\u672c\u7684\u306a\u52b9\u7387\u5316\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/www.meti.go.jp\/policy\/it_policy\/jinzai\/houkokusyo.pdf\" rel=\"nofollow\">\u7d4c\u6e08\u7523\u696d\u7701\u300cIT\u4eba\u6750\u9700\u7d66\u306b\u95a2\u3059\u308b\u8abf\u67fb \u8abf\u67fb\u5831\u544a\u66f8\u300d<\/a><\/p>\n\n\n\n<p><mark>\u751f\u6210AI\u30fbLLM\u306e\u6025\u901f\u306a\u9032\u5316<\/mark><\/p>\n\n\n\n<p>2022\u5e74\u672b\u306eChatGPT\u767b\u5834\u4ee5\u964d\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u6027\u80fd\u306f\u98db\u8e8d\u7684\u306b\u5411\u4e0a\u3057\u307e\u3057\u305f\u3002\u30b3\u30fc\u30c9\u751f\u6210\u306e\u7cbe\u5ea6\u304c\u5b9f\u7528\u30ec\u30d9\u30eb\u306b\u9054\u3057\u3001\u8981\u4ef6\u5b9a\u7fa9\u3084\u8a2d\u8a08\u306e\u652f\u63f4\u307e\u3067\u53ef\u80fd\u306b\u306a\u3063\u305f\u3053\u3068\u3067\u3001\u958b\u767a\u5168\u5de5\u7a0b\u3078\u306eAI\u9069\u7528\u304c\u73fe\u5b9f\u7684\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><mark>AI\u958b\u767a\u652f\u63f4\u30c4\u30fc\u30eb\u306e\u7206\u767a\u7684\u666e\u53ca<\/mark><\/p>\n\n\n\n<p>Stack Overflow Developer Survey 2025\uff082025\u5e747\u6708\u516c\u8868\u3001\u56de\u7b54\u8005\u7d044.9\u4e07\u4eba\uff09\u306b\u3088\u308b\u3068\u3001AI\u30c4\u30fc\u30eb\u3092\u5229\u7528\u4e2d\u307e\u305f\u306f\u5c0e\u5165\u4e88\u5b9a\u306e\u958b\u767a\u8005\u306f84\uff05\u306b\u9054\u3057\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306bJetBrains\u306e\u300cDeveloper Ecosystem Survey 2026\u300d\uff082026\u5e745\u301c7\u6708\u8abf\u67fb\uff09\u3067\u306f\u3001\u30d7\u30ed\u958b\u767a\u8005\u306e90\uff05\u304cAI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u90311\u56de\u4ee5\u4e0a\u696d\u52d9\u5229\u7528\u3057\u3066\u304a\u308a\u3001AI\u3092\u4f7f\u3063\u305f\u958b\u767a\u306f\u300c\u7279\u5225\u306a\u53d6\u308a\u7d44\u307f\u300d\u304b\u3089\u300c\u5f53\u305f\u308a\u524d\u306e\u524d\u63d0\u300d\u3078\u3068\u5909\u308f\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/survey.stackoverflow.co\/2025\/ai\" rel=\"nofollow\">Stack Overflow\u300cDeveloper Survey 2025 \u2013 AI\u300d<\/a><br>\u51fa\u5178:<a href=\"https:\/\/blog.jetbrains.com\/research\/2026\/08\/ai-coding-agent-adoption-2026\/\" rel=\"nofollow\">JetBrains\u300cAI Coding Agent Adoption 2026\u300d<\/a><\/p>\n\n\n\n<p><mark>\u958b\u767a\u30b9\u30d4\u30fc\u30c9\u3078\u306e\u5e02\u5834\u8981\u6c42\u306e\u9ad8\u307e\u308a<\/mark><\/p>\n\n\n\n<p>\u30c7\u30b8\u30bf\u30eb\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u7af6\u4e89\u74b0\u5883\u304c\u6fc0\u5316\u3059\u308b\u4e2d\u3001\u30bf\u30a4\u30e0\u30fb\u30c8\u30a5\u30fb\u30de\u30fc\u30b1\u30c3\u30c8\u306e\u77ed\u7e2e\u306f\u7d4c\u55b6\u8ab2\u984c\u3067\u3059\u3002AI\u99c6\u52d5\u958b\u767a\u306f\u3001\u3053\u306e\u8ab2\u984c\u306b\u5bfe\u3059\u308b\u6709\u529b\u306a\u89e3\u6c7a\u7b56\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-2\">AI\u30a2\u30b7\u30b9\u30c8\u958b\u767a\u3068\u306e\u9055\u3044<\/h3>\n\n\n\n<p>AI\u99c6\u52d5\u958b\u767a\u3092\u7406\u89e3\u3059\u308b\u3046\u3048\u3067\u91cd\u8981\u306a\u306e\u304c\u3001\u300cAI\u30a2\u30b7\u30b9\u30c8\u958b\u767a\uff08AI-Assisted Development\uff09\u300d\u3068\u306e\u9055\u3044\u3067\u3059\u3002<\/p>\n\n\n<div id=\"id-daf4c3da-15a2-4227-8c90-ac354f2f59a8\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u89b3\u70b9<\/th><th>AI\u30a2\u30b7\u30b9\u30c8\u958b\u767a<\/th><th>AI\u99c6\u52d5\u958b\u767a\uff08AIDD\uff09<\/th><\/tr><\/thead><tbody><tr><td>\u5b9f\u88c5\u306e\u4e3b\u4f53<\/td><td>\u4eba\u9593<\/td><td>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/td><\/tr><tr><td>AI\u306e\u5f79\u5272<\/td><td>\u30b3\u30fc\u30c9\u88dc\u5b8c\u30fb\u5358\u767a\u306e\u751f\u6210<\/td><td>\u8a08\u753b\u30fb\u5b9f\u88c5\u30fb\u30c6\u30b9\u30c8\u30fb\u4fee\u6b63\u306e\u9023\u7d9a\u5b9f\u884c<\/td><\/tr><tr><td>\u4eba\u9593\u306e\u5f79\u5272<\/td><td>\u5b9f\u88c5\u3057\u306a\u304c\u3089AI\u3092\u9053\u5177\u3068\u3057\u3066\u5229\u7528<\/td><td>\u610f\u56f3\u306e\u63d0\u793a\u3001\u30ec\u30d3\u30e5\u30fc\u3001\u54c1\u8cea\u7d71\u5236<\/td><\/tr><tr><td>\u9069\u7528\u7bc4\u56f2<\/td><td>\u5b9f\u88c5\u5de5\u7a0b\u306e\u4e00\u90e8<\/td><td>\u8981\u4ef6\u5b9a\u7fa9\u304b\u3089\u904b\u7528\u307e\u3067\u5168\u5de5\u7a0b<\/td><\/tr><tr><td>\u7d44\u7e54\u3078\u306e\u5f71\u97ff<\/td><td>\u500b\u4eba\u306e\u751f\u7523\u6027\u5411\u4e0a<\/td><td>\u958b\u767a\u30d5\u30ed\u30fc\u30fb\u5f79\u5272\u5206\u62c5\u306e\u518d\u8a2d\u8a08<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<p>AI\u30a2\u30b7\u30b9\u30c8\u958b\u767a\u306f\u3001\u4eba\u9593\u306e\u958b\u767a\u4f5c\u696d\u3092AI\u304c\u652f\u63f4\u3059\u308b\u30e2\u30c7\u30eb\u3067\u3059\u3002GitHub Copilot\u306e\u30b3\u30fc\u30c9\u88dc\u5b8c\u6a5f\u80fd\u3092\u4f7f\u3044\u306a\u304c\u3089\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u4e3b\u5c0e\u3057\u3066\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u4f7f\u3044\u65b9\u304c\u3053\u308c\u306b\u3042\u305f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3001AI\u99c6\u52d5\u958b\u767a\u306f\u3001<mark>AI\u304c\u5b9f\u88c5\u306e\u4e3b\u4f53\u3067\u3042\u308a\u3001\u4eba\u9593\u304c\u610f\u56f3\u3092\u793a\u3057\u3066\u7d50\u679c\u3092\u78ba\u304b\u3081\u308b\u30e2\u30c7\u30eb<\/mark>\u3067\u3059\u3002\u4eba\u9593\u304cIssue\u306b\u300c\u4f55\u3092\u30fb\u306a\u305c\u4f5c\u308b\u304b\u300d\u3092\u8a18\u8ff0\u3057\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u3092\u8abf\u67fb\u3057\u3066\u5b9f\u88c5\u8a08\u753b\u3092\u7acb\u3066\u3001\u8907\u6570\u30d5\u30a1\u30a4\u30eb\u306b\u307e\u305f\u304c\u308b\u30b3\u30fc\u30c9\u5909\u66f4\u3092\u81ea\u5f8b\u7684\u306b\u5b9f\u884c\u3057\u307e\u3059\u3002\u4eba\u9593\u306f\u8a2d\u8a08\u5224\u65ad\u3068\u30ec\u30d3\u30e5\u30fc\u3001\u30de\u30fc\u30b8\u306e\u6700\u7d42\u627f\u8a8d\u3092\u62c5\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u9055\u3044\u306f\u5358\u306a\u308b\u7a0b\u5ea6\u306e\u5dee\u3067\u306f\u306a\u304f\u3001\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u3068\u7d44\u7e54\u306e\u5f79\u5272\u5206\u62c5\u3092\u6839\u672c\u304b\u3089\u5909\u3048\u308b\u8cea\u7684\u306a\u8ee2\u63db\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-3\">\u5f93\u6765\u306e\u958b\u767a\u624b\u6cd5\u3068\u306e\u9055\u3044<\/h3>\n\n\n\n<p>AI\u99c6\u52d5\u958b\u767a\u306f\u3001\u30a6\u30a9\u30fc\u30bf\u30fc\u30d5\u30a9\u30fc\u30eb\u3084\u30a2\u30b8\u30e3\u30a4\u30eb\u3068\u3044\u3063\u305f\u5f93\u6765\u306e\u958b\u767a\u624b\u6cd5\u3068\u300c\u5bfe\u7acb\u300d\u3059\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3080\u3057\u308d\u3001\u3053\u308c\u3089\u306e\u624b\u6cd5\u3092\u300c\u88dc\u5b8c\u30fb\u9032\u5316\u300d\u3055\u305b\u308b\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5f93\u6765\u306e\u958b\u767a\u3067\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4e3b\u306a\u4f5c\u696d\u306f\u300c\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u3053\u3068\u300d\u300c\u4ed5\u69d8\u3092\u8abf\u3079\u308b\u3053\u3068\u300d\u300c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u300d\u3067\u3057\u305f\u3002AI\u99c6\u52d5\u958b\u767a\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u4f5c\u696d\u306e\u591a\u304f\u3092AI\u304c\u62c5\u3044\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5f79\u5272\u306f\u300cAI\u306b\u7684\u78ba\u306a\u6307\u793a\u3092\u51fa\u3059\u3053\u3068\u300d\u300cAI\u306e\u751f\u6210\u7269\u3092\u898b\u6975\u3081\u308b\u3053\u3068\u300d\u300c\u30d3\u30b8\u30cd\u30b9\u8981\u4ef6\u3068\u306e\u6574\u5408\u6027\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u300d\u3078\u3068\u5909\u5316\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30a2\u30b8\u30e3\u30a4\u30eb\u958b\u767a\u306e\u30b9\u30d7\u30ea\u30f3\u30c8\u30b5\u30a4\u30af\u30eb\u306bAI\u99c6\u52d5\u958b\u767a\u3092\u7d44\u307f\u8fbc\u3081\u3070\u3001\u5404\u30b9\u30d7\u30ea\u30f3\u30c8\u5185\u3067\u306e\u30b3\u30fc\u30c9\u751f\u6210\u30fb\u30c6\u30b9\u30c8\u4f5c\u6210\u306e\u901f\u5ea6\u304c\u98db\u8e8d\u7684\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002\u30a6\u30a9\u30fc\u30bf\u30fc\u30d5\u30a9\u30fc\u30eb\u578b\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u3082\u3001\u5404\u5de5\u7a0b\u3067AI\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u5de5\u6570\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002\u91cd\u8981\u306a\u306e\u306f\u3001\u3069\u306e\u958b\u767a\u624b\u6cd5\u3092\u63a1\u7528\u3057\u3066\u3044\u308b\u304b\u306b\u95a2\u308f\u3089\u305a\u3001<mark>AI\u3092\u524d\u63d0\u3068\u3057\u305f\u30d7\u30ed\u30bb\u30b9\u306e\u518d\u8a2d\u8a08\u304c\u53ef\u80fd<\/mark>\u3060\u3068\u3044\u3046\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-4\">AI\u99c6\u52d5\u958b\u767a\u306e\u30e1\u30ea\u30c3\u30c8<\/h2>\n\n\n\n<p>AI\u99c6\u52d5\u958b\u767a\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u73fe\u5834\u304c\u62b1\u3048\u308b\u300c\u30b9\u30d4\u30fc\u30c9\u300d\u300c\u54c1\u8cea\u300d\u300c\u30b3\u30b9\u30c8\u300d\u300c\u4eba\u6750\u300d\u306e\u8ab2\u984c\u306b\u5bfe\u3057\u3066\u3001\u5177\u4f53\u7684\u306a\u6539\u5584\u52b9\u679c\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-5\">\u958b\u767a\u30b9\u30d4\u30fc\u30c9\u306e\u5411\u4e0a<\/h3>\n\n\n\n<p>AI\u99c6\u52d5\u958b\u767a\u306e\u6700\u3082\u76f4\u63a5\u7684\u306a\u30e1\u30ea\u30c3\u30c8\u306f\u3001<mark>\u958b\u767a\u901f\u5ea6\u306e\u98db\u8e8d\u7684\u306a\u5411\u4e0a<\/mark>\u3067\u3059\u3002<\/p>\n\n\n\n<p>Microsoft Research\u30fbGitHub\u30fbMIT\u306e\u7814\u7a76\u8005\u306b\u3088\u308b2023\u5e74\u306e\u5171\u540c\u7814\u7a76\uff08RCT\uff09\u3067\u306f\u3001GitHub Copilot\u3092JavaScript\u3067\u306eHTTP\u30b5\u30fc\u30d0\u30fc\u5b9f\u88c5\u3068\u3044\u3046\u7279\u5b9a\u30bf\u30b9\u30af\u306b\u4f7f\u3063\u305f\u958b\u767a\u8005\u7fa4\u304c\u3001\u5bfe\u7167\u7fa4\u3088\u308a\u7d0455\uff05\u901f\u304f\u5b8c\u4e86\u3057\u305f\u3068\u3044\u3046\u7d50\u679c\u304c\u51fa\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3053\u308c\u306f\u5358\u4e00\u306e\u5b9a\u578b\u30bf\u30b9\u30af\u3092\u5bfe\u8c61\u3068\u3057\u305f\u7d50\u679c\u3067\u3042\u308a\u30012025\u5e74\u306bMETR\u304c\u5b9f\u65bd\u3057\u305fRCT\u3067\u306f\u3001\u5927\u898f\u6a21OSS\u306b\u7fd2\u719f\u3057\u305f\u7d4c\u9a13\u8c4a\u5bcc\u306a\u958b\u767a\u8005\u306fAI\u5229\u7528\u6642\u306b\u3080\u3057\u308d19\uff05\u4f5c\u696d\u304c\u9045\u304f\u306a\u3063\u305f\u3068\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u52b9\u679c\u306f\u30bf\u30b9\u30af\u306e\u6027\u8cea\u3084\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u3078\u306e\u7fd2\u719f\u5ea6\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u5909\u52d5\u3059\u308b\u70b9\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>AI\u99c6\u52d5\u958b\u767a\u3067\u306f\u3001\u30b3\u30fc\u30c9\u751f\u6210\u3060\u3051\u3067\u306a\u304f\u8981\u4ef6\u5b9a\u7fa9\u306e\u7d20\u6848\u4f5c\u6210\u3001\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\u306e\u81ea\u52d5\u751f\u6210\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u4f5c\u6210\u307e\u3067\u542b\u3081\u3066\u52b9\u7387\u5316\u3055\u308c\u308b\u305f\u3081\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5168\u4f53\u306e\u30ea\u30fc\u30c9\u30bf\u30a4\u30e0\u77ed\u7e2e\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5b9f\u969b\u306e\u5c0e\u5165\u4e8b\u4f8b\u3067\u306f\u300120\u4e07\u884c\u8d85\u30fb5\u3064\u306e\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u6df7\u5728\u3059\u308b\u30ec\u30ac\u30b7\u30fc\u30b7\u30b9\u30c6\u30e0\u306e\u30e2\u30c0\u30ca\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u3001\u5f93\u6765\u624b\u6cd5\u3067\u306f\u7d042\u5e74\u304b\u304b\u308b\u60f3\u5b9a\u3060\u3063\u305f\u958b\u767a\u3092\u7d04\u534a\u5e74\u3067\u5b8c\u4e86\u3057\u3001\u958b\u767a\u30b9\u30d4\u30fc\u30c9\u304c\u7d044\u500d\u306b\u5411\u4e0a\u3057\u305f\u30b1\u30fc\u30b9\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\uff08KDDI\u30a2\u30a4\u30ec\u30c3\u30c8\u30012025\u5e7410\u6708\u516c\u8868\u3002\u63d0\u4f9b\u4f01\u696d\u306b\u3088\u308b\u81ea\u5df1\u7533\u544a\u5024\uff09\u3002<\/p>\n\n\n\n<p>\u8fc5\u901f\u306aPoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u958b\u767a\u3084\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u306b\u3082\u5f37\u307f\u3092\u767a\u63ee\u3057\u3001\u30bf\u30a4\u30e0\u30fb\u30c8\u30a5\u30fb\u30de\u30fc\u30b1\u30c3\u30c8\u306e\u77ed\u7e2e\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/arxiv.org\/abs\/2302.06590\" rel=\"nofollow\">Peng et al.\u300cThe Impact of AI on Developer Productivity: Evidence from GitHub Copilot\u300d<\/a><br>\u51fa\u5178:<a href=\"https:\/\/metr.org\/blog\/2025-07-10-early-2025-ai-experienced-os-dev-study\/\" rel=\"nofollow\">METR\u300cMeasuring the Impact of Early 2025 AI on Experienced Open-Source Developer Productivity\u300d<\/a><br>\u51fa\u5178:<a href=\"https:\/\/www.gaipack.ai\/column\/case-study-platform\" rel=\"nofollow\">KDDI\u30a2\u30a4\u30ec\u30c3\u30c8\u300cgaipack\u5c0e\u5165\u4e8b\u4f8b \u2013 \u4eba\u6750\u7ba1\u7406\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u300d<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-6\">\u30b3\u30fc\u30c9\u54c1\u8cea\u306e\u5747\u4e00\u5316\u3068\u5c5e\u4eba\u5316\u306e\u89e3\u6d88<\/h3>\n\n\n\n<p>AI\u99c6\u52d5\u958b\u767a\u3067\u306f\u3001AI\u304c\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u898f\u7d04\u3084\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306b\u57fa\u3065\u3044\u305f\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u3001<mark>\u958b\u767a\u8005\u9593\u306e\u54c1\u8cea\u306e\u3070\u3089\u3064\u304d\u3092\u6291\u5236<\/mark>\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5f93\u6765\u306e\u958b\u767a\u3067\u306f\u3001\u30b3\u30fc\u30c9\u306e\u54c1\u8cea\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u500b\u4eba\u306e\u30b9\u30ad\u30eb\u3084\u7d4c\u9a13\u306b\u5927\u304d\u304f\u4f9d\u5b58\u3057\u3066\u3044\u307e\u3057\u305f\u3002\u30d9\u30c6\u30e9\u30f3\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u66f8\u304f\u30b3\u30fc\u30c9\u3068\u3001\u7d4c\u9a13\u306e\u6d45\u3044\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u66f8\u304f\u30b3\u30fc\u30c9\u3067\u306f\u3001\u53ef\u8aad\u6027\u30fb\u4fdd\u5b88\u6027\u306b\u5dee\u304c\u751f\u3058\u304c\u3061\u3067\u3059\u3002AI\u99c6\u52d5\u958b\u767a\u3067\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u6574\u5099\u3059\u308b\u3053\u3068\u3067\u3001\u62c5\u5f53\u8005\u306b\u3088\u308b\u6210\u679c\u306e\u3070\u3089\u3064\u304d\u3092\u6291\u3048\u3001\u500b\u4eba\u306e\u6697\u9ed9\u77e5\u3092\u7d44\u7e54\u306e\u5f62\u5f0f\u77e5\u3078\u8ee2\u63db\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001AI\u304c\u4e00\u6b21\u30ec\u30d3\u30e5\u30fc\u3092\u62c5\u3046\u3053\u3068\u3067\u3001\u4eba\u9593\u306e\u30ec\u30d3\u30e5\u30fc\u8ca0\u8377\u304c\u8efd\u6e1b\u3055\u308c\u3001\u3088\u308a\u672c\u8cea\u7684\u306a\u8a2d\u8a08\u5224\u65ad\u3084\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u306e\u78ba\u8a8d\u306b\u96c6\u4e2d\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-7\">\u958b\u767a\u30b3\u30b9\u30c8\u306e\u6700\u9069\u5316<\/h3>\n\n\n\n<p>AI\u99c6\u52d5\u958b\u767a\u306f\u3001\u53cd\u5fa9\u7684\u306a\u4f5c\u696d\u306e\u81ea\u52d5\u5316\u3068\u4eba\u7684\u30ea\u30bd\u30fc\u30b9\u306e\u6709\u52b9\u6d3b\u7528\u306b\u3088\u308a\u3001\u958b\u767a\u30b3\u30b9\u30c8\u306e\u6700\u9069\u5316\u306b\u8ca2\u732e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5b9a\u578b\u7684\u306a\u30b3\u30fc\u30c9\u4f5c\u6210\u3001\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\u306e\u751f\u6210\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u4f5c\u6210\u3068\u3044\u3063\u305f\u53cd\u5fa9\u4f5c\u696d\u3092AI\u306b\u4efb\u305b\u308b\u3053\u3068\u3067\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5de5\u6570\u3092\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002KDDI\u30a2\u30a4\u30ec\u30c3\u30c8\u304c\u516c\u8868\u3057\u305f\u4e8b\u4f8b\u3067\u306f\u3001\u533b\u7642\u60c5\u5831\u57fa\u76e4\uff08FHIR\u5bfe\u5fdc\u30fb\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u9023\u643a\uff09\u306e\u958b\u767a\u306b\u304a\u3044\u3066\u3001\u5f53\u521d1\u5e74\u3068\u898b\u7a4d\u3082\u3089\u308c\u305f\u958b\u767a\u671f\u9593\u3092\u534a\u5e74\u306b\u77ed\u7e2e\u3057\u3001\u30b3\u30b9\u30c8\u3092\u7d044\u5206\u306e1\u306b\u6291\u3048\u305f\u5b9f\u7e3e\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\uff08\u63d0\u4f9b\u4f01\u696d\u306b\u3088\u308b\u81ea\u5df1\u7533\u544a\u5024\uff09\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001AI\u30c4\u30fc\u30eb\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u8cbb\u7528\u3084\u30c8\u30fc\u30af\u30f3\u6d88\u8cbb\u91cf\u30d9\u30fc\u30b9\u306e\u8ab2\u91d1\u3001\u5b66\u7fd2\u30b3\u30b9\u30c8\u3001\u30ec\u30d3\u30e5\u30fc\u4f53\u5236\u306e\u6574\u5099\u30b3\u30b9\u30c8\u306a\u3069\u3001\u5c0e\u5165\u306b\u4f34\u3046\u65b0\u305f\u306a\u30b3\u30b9\u30c8\u3082\u767a\u751f\u3057\u307e\u3059\u3002ROI\uff08\u6295\u8cc7\u5bfe\u52b9\u679c\uff09\u306e\u89b3\u70b9\u304b\u3089\u3001\u3069\u306e\u5de5\u7a0b\u306bAI\u3092\u9069\u7528\u3059\u308c\u3070\u6700\u3082\u52b9\u679c\u304c\u9ad8\u3044\u304b\u3092\u898b\u6975\u3081\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/www.gaipack.ai\/column\/case-study-aibtrust\" rel=\"nofollow\">KDDI\u30a2\u30a4\u30ec\u30c3\u30c8\u300cgaipack\u5c0e\u5165\u4e8b\u4f8b \u2013 AIBTRUST\u300d<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-8\">\u30c6\u30b9\u30c8\u5de5\u6570\u306e\u524a\u6e1b\u3068\u624b\u623b\u308a\u306e\u9632\u6b62<\/h3>\n\n\n\n<p>AI\u306b\u3088\u308b\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\u306e\u81ea\u52d5\u751f\u6210\u306f\u3001\u30c6\u30b9\u30c8\u5de5\u7a0b\u306e\u52b9\u7387\u5316\u306b\u5927\u304d\u304f\u8ca2\u732e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u304c\u5b9f\u88c5\u30b3\u30fc\u30c9\u306b\u5bfe\u5fdc\u3059\u308b\u30e6\u30cb\u30c3\u30c8\u30c6\u30b9\u30c8\u3092\u81ea\u52d5\u751f\u6210\u3057\u3001\u5b9f\u884c\u7d50\u679c\u3092\u78ba\u8a8d\u3057\u3066\u5931\u6557\u6642\u306b\u306f\u81ea\u52d5\u4fee\u6b63\u3092\u8a66\u307f\u308b\u3053\u3068\u3067\u3001\u30c6\u30b9\u30c8\u4f5c\u6210\u306b\u304b\u304b\u308b\u5de5\u6570\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u8981\u4ef6\u5b9a\u7fa9\u306e\u6bb5\u968e\u3067AI\u3092\u6d3b\u7528\u3057\u3066\u4ed5\u69d8\u306e\u77db\u76fe\u3084\u629c\u3051\u6f0f\u308c\u3092\u691c\u51fa\u3059\u308b\u3053\u3068\u3067\u3001\u5f8c\u5de5\u7a0b\u3067\u306e\u624b\u623b\u308a\u3092\u9632\u6b62\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>KDDI\u30a2\u30a4\u30ec\u30c3\u30c8\u304c\u516c\u8868\u3057\u305f\u4e8b\u4f8b\u3067\u306f\u3001AI\u99c6\u52d5\u958b\u767a\u3092\u5c0e\u5165\u3057\u305f\u8981\u4ef6\u5b9a\u7fa9\u30d7\u30ed\u30bb\u30b9\u306b\u304a\u3044\u3066\u3001\u624b\u623b\u308a\u56de\u6570\u3092\u7d043\u56de\u304b\u3089\u7d041\u56de\u306b\u524a\u6e1b\uff08\u7d0466\uff05\u524a\u6e1b\uff09\u3057\u3066\u3044\u307e\u3059\uff08\u63d0\u4f9b\u4f01\u696d\u306b\u3088\u308b\u81ea\u5df1\u7533\u544a\u5024\uff09\u3002\u30c6\u30b9\u30c8\u5de5\u7a0b\u306e\u52b9\u7387\u5316\u306f\u3001<mark>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5168\u4f53\u306e\u30b9\u30d4\u30fc\u30c9\u30a2\u30c3\u30d7\u3068\u30b3\u30b9\u30c8\u524a\u6e1b\u306b\u76f4\u7d50\u3059\u308b\u91cd\u8981\u306a\u30e1\u30ea\u30c3\u30c8<\/mark>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/www.gaipack.ai\/column\/case-study-requirements\" rel=\"nofollow\">KDDI\u30a2\u30a4\u30ec\u30c3\u30c8\u300cgaipack\u5c0e\u5165\u4e8b\u4f8b \u2013 \u8981\u4ef6\u5b9a\u7fa9\u300d<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-9\">\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u5275\u9020\u7684\u306a\u696d\u52d9\u306b\u96c6\u4e2d\u3067\u304d\u308b<\/h3>\n\n\n\n<p>AI\u99c6\u52d5\u958b\u767a\u306b\u3088\u308a\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u5b9a\u578b\u7684\u306a\u4f5c\u696d\u304b\u3089\u89e3\u653e\u3055\u308c\u3001<mark>\u3088\u308a\u5275\u9020\u7684\u3067\u4ed8\u52a0\u4fa1\u5024\u306e\u9ad8\u3044\u696d\u52d9\u306b\u96c6\u4e2d<\/mark>\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b3\u30fc\u30c9\u306e\u5b9f\u88c5\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u4f5c\u6210\u3001\u30c6\u30b9\u30c8\u306e\u4f5c\u6210\u3068\u3044\u3063\u305f\u53cd\u5fa9\u7684\u306a\u4f5c\u696d\u3092AI\u306b\u59d4\u306d\u308b\u3053\u3068\u3067\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\u3001\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u306e\u691c\u8a0e\u3001\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u306e\u6700\u9069\u5316\u3001\u6280\u8853\u7684\u306a\u610f\u601d\u6c7a\u5b9a\u306a\u3069\u3001\u4eba\u9593\u306e\u5224\u65ad\u529b\u3068\u5275\u9020\u6027\u304c\u6c42\u3081\u3089\u308c\u308b\u696d\u52d9\u306b\u6642\u9593\u3092\u5272\u3051\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306f\u5358\u306a\u308b\u300c\u4f5c\u696d\u306e\u52b9\u7387\u5316\u300d\u3067\u306f\u306a\u304f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5f79\u5272\u305d\u306e\u3082\u306e\u3092\u300c\u5b9f\u88c5\u8005\u300d\u304b\u3089\u300c\u8a2d\u8a08\u8005\u30fb\u610f\u601d\u6c7a\u5b9a\u8005\u300d\u3078\u3068\u9032\u5316\u3055\u305b\u308b\u5909\u5316\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u306a\u304a\u3001\u672c\u8a18\u4e8b\u3067\u7d39\u4ecb\u3057\u305f\u5b9a\u91cf\u7684\u306a\u5c0e\u5165\u52b9\u679c\u306f\u3001\u3044\u305a\u308c\u3082KDDI\u30a2\u30a4\u30ec\u30c3\u30c8\u304c\u516c\u8868\u3057\u305f\u81ea\u793e\u30b5\u30fc\u30d3\u30b9\u300cgaipack\u300d\u306e\u4e8b\u4f8b\u306b\u57fa\u3065\u304f\u81ea\u5df1\u7533\u544a\u5024\u3067\u3042\u308a\u3001\u7b2c\u4e09\u8005\u306b\u3088\u308b\u691c\u8a3c\u3092\u7d4c\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u81ea\u793e\u306b\u9069\u7528\u3059\u308b\u969b\u306f\u3001\u5fc5\u305a\u5c0e\u5165\u524d\u306e\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3092\u53d6\u5f97\u3057\u305f\u3046\u3048\u3067\u52b9\u679c\u3092\u6e2c\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<p><b>AI\u99c6\u52d5\u958b\u767a\u306e\u63a8\u9032\u3092\u652f\u3048\u308b\u300cJAPAN AI CONSULTING\u300d<\/b><\/p>\n\n\n\n<p>AI\u99c6\u52d5\u958b\u767a\u3092\u81ea\u793e\u306b\u5c0e\u5165\u3059\u308b\u969b\u306b\u306f\u3001AI\u30c4\u30fc\u30eb\u306e\u9078\u5b9a\u304b\u3089\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u306e\u518d\u8a2d\u8a08\u3001\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u7b56\u5b9a\u3001\u4eba\u6750\u80b2\u6210\u307e\u3067\u3001\u591a\u5c90\u306b\u308f\u305f\u308b\u691c\u8a0e\u304c\u5fc5\u8981\u3067\u3059\u3002<a href=\"https:\/\/japan-ai.co.jp\/consulting\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\">JAPAN AI CONSULTING<\/a>\u306f\u3001AI\u6d3b\u7528\u306e\u4e0a\u6d41\u8a2d\u8a08\u304b\u3089\u73fe\u5834\u5b9a\u7740\u307e\u3067\u3092\u4e00\u8cab\u3057\u3066\u4f34\u8d70\u652f\u63f4\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u751f\u6210AI\u7814\u4fee\u3084AI\u4eba\u6750\u80b2\u6210\u30d7\u30ed\u30b0\u30e9\u30e0\u3082\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u7d44\u7e54\u5168\u4f53\u306eAI\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\uff08AX\uff09\u3092\u52a0\u901f\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<div class=\"\"><div class=\"sgb-content-block post-8778 js-sgb-content-block\" data-id=\"8778\">\n<div class=\"wp-block-group cta_japan_ai_consulting_basics cta_japan_ai_consulting_case_studies cta_wh_type_b japanai-legacy-content-block is-layout-flow wp-block-group-is-layout-flow\">\n\n<figure class=\"wp-block-image size-full cta_logo\"><img decoding=\"async\" src=\"https:\/\/japan-ai.geniee.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/logo_cta_consulting.png\" alt=\"JAPAN AI\"><\/figure>\n\n\n<div class=\"wp-block-group cta_inner is-layout-flow wp-block-group-is-layout-flow\">\n\n<div class=\"wp-block-group cta_heading is-layout-flow wp-block-group-is-layout-flow\">\n\n<h4 class=\"wp-block-heading\" id=\"i-10\">3\u5206\u3067\u308f\u304b\u308b\uff01<br><span>JAPAN AI CONSULTING<\/span>\u306e<br>\u57fa\u790e\u77e5\u8b58<\/h4>\n\n<\/div>\n\n\n<div class=\"wp-block-group cta_content is-layout-flow wp-block-group-is-layout-flow\">\n\n<div class=\"wp-block-group cta_txt is-layout-flow wp-block-group-is-layout-flow\">\n\n<p>\u696d\u754c\u6700\u9ad8\u6c34\u6e96\u306eAI\u958b\u767a\u6280\u8853\u3068\u72ec\u81ea\u306e\u7d71\u5408\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u6d3b\u7528\u3057\u3001\u6226\u7565\u7b56\u5b9a\u304b\u3089\u958b\u767a\u3001\u793e\u5185\u5b9a\u7740\u307e\u3067\u4e00\u6c17\u901a\u8cab\u3067\u4f34\u8d70\u652f\u63f4\u3059\u308bJAPAN AI CONSULTING\u306e\u5168\u4f53\u50cf\u3068\u5177\u4f53\u7684\u306a\u652f\u63f4\u30d7\u30e9\u30f3\u3001\u305d\u3057\u3066\u8c4a\u5bcc\u306a\u5c0e\u5165\u4e8b\u4f8b\u3092\u3054\u78ba\u8a8d\u3044\u305f\u3060\u3051\u307e\u3059\u3002<\/p>\n\n\n<div class=\"wp-block-buttons japanai-legacy-inline-button is-layout-flex wp-block-buttons-is-layout-flex\">\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"#\" target=\"_blank\" rel=\"noreferrer noopener\"><span>\u8cc7\u6599\u8acb\u6c42\u306f\u3053\u3061\u3089<\/span><\/a><\/div>\n\n<\/div>\n\n<\/div>\n\n\n<figure class=\"wp-block-image size-full cta_imgbox\"><img decoding=\"async\" src=\"https:\/\/japan-ai.geniee.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/ai-consulting-cta_type_6.png\" alt=\"JAPAN AI CONSULTING\"><\/figure>\n\n\n<div class=\"wp-block-buttons sp_btnbox is-layout-flex wp-block-buttons-is-layout-flex\">\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"#\" target=\"_blank\" rel=\"noreferrer noopener\"><span>\u8cc7\u6599\u8acb\u6c42\u306f\u3053\u3061\u3089<\/span><\/a><\/div>\n\n<\/div>\n\n<\/div>\n\n<\/div>\n\n<\/div>\n<\/div><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"i-11\">AI\u99c6\u52d5\u958b\u767a\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\u30fb\u8ab2\u984c\u30fb\u30ea\u30b9\u30af<\/h2>\n\n\n\n<p>AI\u99c6\u52d5\u958b\u767a\u306b\u306f\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u4e00\u65b9\u3067\u3001\u5c0e\u5165\u524d\u306b\u7406\u89e3\u3057\u3066\u304a\u304f\u3079\u304d\u30c7\u30e1\u30ea\u30c3\u30c8\u3084\u8ab2\u984c\u3001\u30ea\u30b9\u30af\u3082\u5b58\u5728\u3057\u307e\u3059\u3002Stack Overflow Developer Survey 2025\u3067\u306f\u3001AI\u30c4\u30fc\u30eb\u306e\u5229\u7528\u30fb\u5c0e\u5165\u4e88\u5b9a\u304c84\uff05\u306b\u9054\u3059\u308b\u4e00\u65b9\u3001AI\u30c4\u30fc\u30eb\u306e\u51fa\u529b\u306e\u6b63\u78ba\u6027\u3092\u300c\u4fe1\u983c\u3057\u306a\u3044\u300d\u3068\u3057\u305f\u958b\u767a\u8005\u306f46\uff05\u306b\u9054\u3057\u3001\u300c\u4fe1\u983c\u3059\u308b\u300d33\uff05\u3092\u4e0a\u56de\u308a\u307e\u3057\u305f\u3002\u3053\u306e\u6570\u5b57\u304c\u793a\u3059\u3088\u3046\u306b\u3001AI\u306e\u6d3b\u7528\u304c\u5e83\u304c\u308b\u307b\u3069\u3001\u305d\u306e\u30ea\u30b9\u30af\u3078\u306e\u8a8d\u8b58\u3082\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/survey.stackoverflow.co\/2025\/ai\" rel=\"nofollow\">Stack Overflow\u300cDeveloper Survey 2025 \u2013 AI\u300d<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-12\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3068\u904e\u5927\u8a55\u4fa1\u306e\u7f60<\/h3>\n\n\n\n<p>AI\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306f\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u304c\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u60c5\u5831\u3092\u751f\u6210\u3059\u308b\u300c\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u300d\u3092\u8d77\u3053\u3059\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u30b3\u30fc\u30c9\u751f\u6210\u306b\u304a\u3044\u3066\u3082\u3001\u69cb\u6587\u7684\u306b\u306f\u6b63\u3057\u3044\u304c\u8ad6\u7406\u7684\u306b\u8aa4\u3063\u305f\u30b3\u30fc\u30c9\u3084\u3001\u5b58\u5728\u3057\u306a\u3044API\u3092\u547c\u3073\u51fa\u3059\u30b3\u30fc\u30c9\u304c\u751f\u6210\u3055\u308c\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>2025\u5e74\u306b\u547d\u540d\u3055\u308c\u30012026\u5e74\u73fe\u5728\u3082\u8b66\u6212\u304c\u7d9a\u3044\u3066\u3044\u308b\u306e\u304c\u300cslopsquatting\uff08\u30b9\u30ed\u30c3\u30d7\u30b9\u30af\u30ef\u30c3\u30c6\u30a3\u30f3\u30b0\uff09\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306f\u3001AI\u304c\u5b58\u5728\u3057\u306a\u3044\u30d1\u30c3\u30b1\u30fc\u30b8\u540d\u3084\u30e9\u30a4\u30d6\u30e9\u30ea\u540d\u3092\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3067\u751f\u6210\u3057\u3001\u653b\u6483\u8005\u304c\u305d\u306e\u67b6\u7a7a\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u540d\u3092\u516c\u5f0f\u30ec\u30b8\u30b9\u30c8\u30ea\u306b\u5148\u56de\u308a\u3057\u3066\u767b\u9332\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u304c\u610f\u56f3\u305b\u305a\u60aa\u610f\u3042\u308b\u30b3\u30fc\u30c9\u3092\u53d6\u308a\u8fbc\u3093\u3067\u3057\u307e\u3046\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8105\u5a01\u3067\u3059\u3002USENIX Security 2025\u3067\u767a\u8868\u3055\u308c\u305f\u7814\u7a76\u3067\u306f\u3001LLM\u304c\u63a8\u5968\u3057\u305f\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u3046\u3061\u3001\u5546\u7528\u30e2\u30c7\u30eb\u3067\u5c11\u306a\u304f\u3068\u30825.2\uff05\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u306721.7\uff05\u304c\u5b9f\u5728\u3057\u306a\u3044\u3082\u306e\u3067\u3042\u3063\u305f\u3068\u5831\u544a\u3055\u308c\u3066\u304a\u308a\u3001\u6c7a\u3057\u3066\u4f8b\u5916\u7684\u306a\u4e8b\u8c61\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u5bfe\u7b56\u3068\u3057\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u591a\u5c64\u7684\u306a\u54c1\u8cea\u30b2\u30fc\u30c8\u306e\u8a2d\u7f6e\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9759\u7684\u89e3\u6790\u30c4\u30fc\u30eb\u306b\u3088\u308b\u81ea\u52d5\u30c1\u30a7\u30c3\u30af<\/li>\n\n\n\n<li>\u81ea\u52d5\u30c6\u30b9\u30c8\u306b\u3088\u308b\u52d5\u4f5c\u691c\u8a3c<\/li>\n\n\n\n<li>\u4eba\u9593\u306b\u3088\u308b\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u3067\u306e\u6700\u7d42\u78ba\u8a8d<\/li>\n\n\n\n<li>AI\u304c\u63d0\u6848\u3057\u305f\u30d1\u30c3\u30b1\u30fc\u30b8\u540d\u304c\u5b9f\u5728\u3059\u308b\u304b\u306e\u4f9d\u5b58\u95a2\u4fc2\u306e\u691c\u8a3c<\/li>\n<\/ul>\n\n\n\n<p><mark>AI\u306e\u751f\u6210\u7269\u306f\u300c\u5b8c\u6210\u54c1\u300d\u3067\u306f\u306a\u304f\u300c\u30ec\u30d3\u30e5\u30fc\u5bfe\u8c61\u306e\u4e0b\u66f8\u304d\u300d\u3068\u3057\u3066\u6271\u3046\u59ff\u52e2<\/mark>\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/www.usenix.org\/conference\/usenixsecurity25\/presentation\/spracklen\" rel=\"nofollow\">USENIX Security 2025\u300cWe Have a Package for You! A Comprehensive Analysis of Package Hallucinations by Code Generating LLMs\u300d<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-13\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u60c5\u5831\u6f0f\u6d29\u30ea\u30b9\u30af<\/h3>\n\n\n\n<p>AI\u99c6\u52d5\u958b\u767a\u3067\u306f\u3001AI\u30c4\u30fc\u30eb\u306b\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3084\u4ed5\u69d8\u66f8\u3092\u5165\u529b\u3059\u308b\u5834\u9762\u304c\u591a\u304f\u306a\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u61f8\u5ff5\u3055\u308c\u308b\u306e\u304c\u3001\u6a5f\u5bc6\u60c5\u5831\u3084\u500b\u4eba\u60c5\u5831\u306e\u5916\u90e8\u9001\u4fe1\u30fb\u6f0f\u6d29\u30ea\u30b9\u30af\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001AI\u751f\u6210\u30b3\u30fc\u30c9\u306b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u8106\u5f31\u6027\u304c\u542b\u307e\u308c\u308b\u53ef\u80fd\u6027\u3082\u3042\u308a\u307e\u3059\u3002AI\u306f\u904e\u53bb\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u3001\u53e4\u3044\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4f7f\u7528\u3084\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u7684\u306b\u975e\u63a8\u5968\u306a\u30d1\u30bf\u30fc\u30f3\u306e\u30b3\u30fc\u30c9\u3092\u51fa\u529b\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5bfe\u7b56\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e\u53d6\u308a\u7d44\u307f\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5165\u529b\u3057\u3066\u3088\u3044\u60c5\u5831\u3068\u7981\u6b62\u3059\u308b\u60c5\u5831\u3092\u660e\u78ba\u306b\u5206\u985e\u3059\u308b\u30c7\u30fc\u30bf\u53d6\u308a\u6271\u3044\u30eb\u30fc\u30eb\u306e\u7b56\u5b9a<\/li>\n\n\n\n<li>\u6a5f\u5bc6\u60c5\u5831\u306e\u30de\u30b9\u30ad\u30f3\u30b0\u51e6\u7406\u306e\u5fb9\u5e95<\/li>\n\n\n\n<li>AI\u751f\u6210\u30b3\u30fc\u30c9\u306b\u5bfe\u3059\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ec\u30d3\u30e5\u30fc\u306e\u7d44\u307f\u8fbc\u307f<\/li>\n\n\n\n<li>AI\u30c4\u30fc\u30eb\u306e\u30c7\u30fc\u30bf\u5229\u7528\u30dd\u30ea\u30b7\u30fc\uff08\u5b66\u7fd2\u3078\u306e\u5229\u7528\u53ef\u5426\u306a\u3069\uff09\u306e\u78ba\u8a8d<\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/japan-ai.co.jp\/media\/4601\/\">\u751f\u6210AI\u6d3b\u7528\u306b\u304a\u3051\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u30683\u3064\u306e\u5bfe\u7b56<\/a>\u306e\u8a18\u4e8b\u3067\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306e\u5177\u4f53\u7684\u306a\u65b9\u6cd5\u3092\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-14\">\u7d44\u7e54\u6587\u5316\u306e\u5909\u9769\u3068\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30b9\u30ad\u30eb\u30b7\u30d5\u30c8<\/h3>\n\n\n\n<p>AI\u99c6\u52d5\u958b\u767a\u306e\u5c0e\u5165\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5f79\u5272\u3092\u5927\u304d\u304f\u5909\u3048\u307e\u3059\u3002\u5f93\u6765\u306e\u300c\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u5b9f\u88c5\u8005\u300d\u304b\u3089\u3001\u300cAI\u306b\u6307\u793a\u3092\u51fa\u3057\u3001\u751f\u6210\u7269\u3092\u30ec\u30d3\u30e5\u30fc\u30fb\u5224\u65ad\u3059\u308b\u76e3\u7763\u8005\u300d\u3078\u3068\u30b7\u30d5\u30c8\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u5909\u5316\u306b\u4f34\u3044\u3001\u4ee5\u4e0b\u306e\u65b0\u305f\u306a\u30b9\u30ad\u30eb\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\uff1aAI\u306b\u7684\u78ba\u306a\u6307\u793a\u3092\u51fa\u3057\u3001\u671b\u3080\u51fa\u529b\u3092\u5f97\u308b\u80fd\u529b<\/li>\n\n\n\n<li>AI\u51fa\u529b\u306e\u8a55\u4fa1\u80fd\u529b\uff1a\u751f\u6210\u3055\u308c\u305f\u30b3\u30fc\u30c9\u3084\u8a2d\u8a08\u6848\u306e\u6b63\u78ba\u6027\u30fb\u59a5\u5f53\u6027\u3092\u5224\u65ad\u3059\u308b\u80fd\u529b<\/li>\n\n\n\n<li>\u30d3\u30b8\u30cd\u30b9\u8981\u4ef6\u3068\u306e\u6574\u5408\u6027\u5224\u65ad\uff1a\u6280\u8853\u7684\u306a\u51fa\u529b\u304c\u30d3\u30b8\u30cd\u30b9\u76ee\u7684\u306b\u5408\u81f4\u3057\u3066\u3044\u308b\u304b\u3092\u898b\u6975\u3081\u308b\u80fd\u529b<\/li>\n<\/ul>\n\n\n\n<p>\u7d44\u7e54\u3068\u3057\u3066\u306f\u3001\u30b9\u30ad\u30eb\u30ae\u30e3\u30c3\u30d7\u3078\u306e\u5bfe\u5fdc\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u6574\u5099\u3001\u52c9\u5f37\u4f1a\u306e\u5b9f\u65bd\u3001\u30ca\u30ec\u30c3\u30b8\u5171\u6709\u306e\u4ed5\u7d44\u307f\u3065\u304f\u308a\u306a\u3069\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u65b0\u3057\u3044\u5f79\u5272\u306b\u30b9\u30e0\u30fc\u30ba\u306b\u79fb\u884c\u3067\u304d\u308b\u74b0\u5883\u3092\u6574\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u4f5c\u6210\u3084AI\u751f\u6210\u30b3\u30fc\u30c9\u306e\u30ec\u30d3\u30e5\u30fc\u80fd\u529b\u306b\u306f\u500b\u4eba\u5dee\u304c\u3042\u308b\u305f\u3081\u3001\u6210\u679c\u3084\u54c1\u8cea\u306b\u3070\u3089\u3064\u304d\u304c\u751f\u3058\u308b\u30ea\u30b9\u30af\u3082\u3042\u308a\u307e\u3059\u3002<mark>\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3084\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306e\u6a19\u6e96\u5316<\/mark>\u306b\u3088\u308a\u3001\u3053\u306e\u3070\u3089\u3064\u304d\u3092\u6291\u3048\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-15\">AI\u99c6\u52d5\u958b\u767a\u306e\u5b9f\u8df5\u30d7\u30ed\u30bb\u30b9<\/h2>\n\n\n\n<p>AI\u99c6\u52d5\u958b\u767a\u3067\u306f\u3001\u958b\u767a\u306e\u5404\u5de5\u7a0b\u3067\u4eba\u9593\u3068AI\u306e\u5f79\u5272\u5206\u62c5\u304c\u660e\u78ba\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u304b\u3089\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30fb\u904b\u7528\u307e\u3067\u3001\u5404\u30d5\u30a7\u30fc\u30ba\u3067\u306e\u5177\u4f53\u7684\u306aAI\u6d3b\u7528\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-16\">\u8981\u4ef6\u5b9a\u7fa9\u30fb\u8a2d\u8a08<\/h3>\n\n\n\n<p>\u8981\u4ef6\u5b9a\u7fa9\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001AI\u3092\u6d3b\u7528\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u30b9\u30c8\u30fc\u30ea\u30fc\u306e\u751f\u6210\u3001\u4ed5\u69d8\u66f8\u306e\u7d20\u6848\u4f5c\u6210\u3001\u8981\u4ef6\u306e\u77db\u76fe\u30c1\u30a7\u30c3\u30af\u306a\u3069\u3092\u52b9\u7387\u5316\u3067\u304d\u307e\u3059\u3002\u81ea\u7136\u8a00\u8a9e\u3067\u8a18\u8ff0\u3057\u305f\u8981\u4ef6\u304b\u3089\u3001AI\u304c\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3084\u53d7\u5165\u6761\u4ef6\u3092\u81ea\u52d5\u751f\u6210\u3057\u3001\u4eba\u9593\u304c\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u3068\u306e\u6574\u5408\u6027\u3092\u78ba\u8a8d\u3057\u3066\u627f\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8a2d\u8a08\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001AI\u304c\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u69cb\u6210\u6848\u3084DB\u8a2d\u8a08\u6848\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u4eba\u9593\u306f\u74b0\u5883\u30fb\u4e88\u7b97\u30fb\u6027\u80fd\u306a\u3069\u306e\u5236\u7d04\u6761\u4ef6\u3092\u8e0f\u307e\u3048\u3066\u6700\u7d42\u5224\u65ad\u3092\u4e0b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u91cd\u8981\u306b\u306a\u308b\u306e\u304c\u300c\u4ed5\u69d8\u99c6\u52d5\u958b\u767a\uff08Spec-Driven Development\uff09\u300d\u306e\u8003\u3048\u65b9\u3067\u3059\u3002AI\u306b\u5b9f\u88c5\u3092\u4efb\u305b\u308b\u524d\u306b\u3001\u300c\u4f55\u3092\u4f5c\u308b\u304b\u300d\u300c\u306a\u305c\u4f5c\u308b\u304b\u300d\u300c\u5b8c\u4e86\u6761\u4ef6\u306f\u4f55\u304b\u300d\u3092\u69cb\u9020\u5316\u3055\u308c\u305f\u4ed5\u69d8\u3068\u3057\u3066\u660e\u6587\u5316\u3057\u307e\u3059\u3002\u4ed5\u69d8\u306e\u54c1\u8cea\u304cAI\u751f\u6210\u7269\u306e\u54c1\u8cea\u3092\u5de6\u53f3\u3059\u308b\u305f\u3081\u3001<mark>\u3053\u306e\u4e0a\u6d41\u5de5\u7a0b\u306e\u7cbe\u5ea6\u304c\u958b\u767a\u5168\u4f53\u306e\u6210\u5426\u3092\u63e1\u308a\u307e\u3059<\/mark>\u3002<\/p>\n\n\n\n<p>KDDI\u30a2\u30a4\u30ec\u30c3\u30c8\u304c\u516c\u8868\u3057\u305f\u4e8b\u4f8b\u3067\u306f\u3001AI\u99c6\u52d5\u958b\u767a\u3067\u8981\u4ef6\u5b9a\u7fa9\u3092\u884c\u3063\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u304a\u3044\u3066\u3001\u30d2\u30a2\u30ea\u30f3\u30b0\u5185\u5bb9\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u5316\u3068AI\u6d3b\u7528\u306b\u3088\u308a\u3001\u624b\u623b\u308a\u56de\u6570\u3092\u7d0466\uff05\u524a\u6e1b\u3057\u3066\u3044\u307e\u3059\uff08\u63d0\u4f9b\u4f01\u696d\u306b\u3088\u308b\u81ea\u5df1\u7533\u544a\u5024\uff09\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-17\">\u5b9f\u88c5\uff08\u30b3\u30fc\u30c9\u751f\u6210\u30fb\u88dc\u5b8c\uff09<\/h3>\n\n\n\n<p>\u5b9f\u88c5\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u3092\u8abf\u67fb\u3057\u3001\u5b9f\u88c5\u8a08\u753b\u3092\u7acb\u3066\u3001\u8907\u6570\u30d5\u30a1\u30a4\u30eb\u306b\u307e\u305f\u304c\u308b\u30b3\u30fc\u30c9\u5909\u66f4\u3092\u81ea\u5f8b\u7684\u306b\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u52b9\u679c\u7684\u306a\u5b9f\u88c5\u306e\u30dd\u30a4\u30f3\u30c8\u306f\u3001\u300c\u30de\u30a4\u30eb\u30b9\u30c8\u30fc\u30f3\u5206\u5272\u300d\u3067\u3059\u3002\u5927\u898f\u6a21\u306a\u5b9f\u88c5\u3092\u4e00\u5ea6\u306bAI\u306b\u4efb\u305b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5909\u66f4\u3092\u5c0f\u3055\u306a\u5358\u4f4d\u306b\u5206\u5272\u3057\u3001\u5404\u30de\u30a4\u30eb\u30b9\u30c8\u30fc\u30f3\u3054\u3068\u306b\u30ec\u30d3\u30e5\u30fc\u30fb\u30de\u30fc\u30b8\u3092\u884c\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4ee5\u4e0b\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30ec\u30d3\u30e5\u30fc\u5bfe\u8c61\u304c\u5c0f\u3055\u304f\u306a\u308a\u3001\u54c1\u8cea\u78ba\u8a8d\u304c\u5bb9\u6613\u306b\u306a\u308b<\/li>\n\n\n\n<li>\u554f\u984c\u304c\u767a\u751f\u3057\u305f\u969b\u306e\u539f\u56e0\u7279\u5b9a\u3068\u4fee\u6b63\u304c\u8fc5\u901f\u306b\u306a\u308b<\/li>\n\n\n\n<li>\u5909\u66f4\u306e\u5f71\u97ff\u7bc4\u56f2\u3092\u9650\u5b9a\u3067\u304d\u308b<\/li>\n<\/ul>\n\n\n\n<p>AI\u304c\u751f\u6210\u3057\u305f\u30b3\u30fc\u30c9\u306f\u3001\u3042\u304f\u307e\u3067\u300c\u4e0b\u66f8\u304d\u300d\u3067\u3059\u3002\u4eba\u9593\u304c\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u306e\u6b63\u78ba\u6027\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u898f\u7d04\u3078\u306e\u6e96\u62e0\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3078\u306e\u5f71\u97ff\u3092\u78ba\u8a8d\u3057\u305f\u3046\u3048\u3067\u30de\u30fc\u30b8\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-18\">\u30c6\u30b9\u30c8\u30fb\u54c1\u8cea\u4fdd\u8a3c<\/h3>\n\n\n\n<p>\u30c6\u30b9\u30c8\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001AI\u304c\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\u306e\u81ea\u52d5\u751f\u6210\u3001\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u306e\u8a2d\u8a08\u652f\u63f4\u3001\u30d0\u30b0\u306e\u65e9\u671f\u767a\u898b\u3092\u62c5\u3044\u307e\u3059\u3002AI\u304c\u5b9f\u88c5\u30b3\u30fc\u30c9\u306b\u5bfe\u5fdc\u3059\u308b\u30e6\u30cb\u30c3\u30c8\u30c6\u30b9\u30c8\u3092\u81ea\u52d5\u751f\u6210\u3057\u3001\u5b9f\u884c\u7d50\u679c\u3092\u78ba\u8a8d\u3057\u3066\u3001\u5931\u6557\u6642\u306b\u306f\u81ea\u52d5\u4fee\u6b63\u3092\u8a66\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001AI\u306b\u3088\u308b\u30c6\u30b9\u30c8\u81ea\u52d5\u5316\u306b\u306f\u73fe\u6642\u70b9\u3067\u8ab2\u984c\u3082\u3042\u308a\u307e\u3059\u3002\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u306e\u629c\u3051\u6f0f\u308c\u304c\u751f\u3058\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u3001\u4e00\u5ea6\u306e\u6307\u793a\u3067\u306f\u8907\u96d1\u306a\u30c6\u30b9\u30c8\u30b7\u30ca\u30ea\u30aa\u3092\u5b8c\u9042\u3067\u304d\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u70b9\u306f\u8a8d\u8b58\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u305f\u3081\u3001AI\u304c\u751f\u6210\u3057\u305f\u30c6\u30b9\u30c8\u3092\u300c\u5341\u5206\u300d\u3068\u5224\u65ad\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u4eba\u9593\u304c\u30c6\u30b9\u30c8\u30ab\u30d0\u30ec\u30c3\u30b8\u3092\u78ba\u8a8d\u3057\u3001\u30a8\u30c3\u30b8\u30b1\u30fc\u30b9\u3084\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u306b\u95a2\u308f\u308b\u91cd\u8981\u306a\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u3092\u88dc\u5b8c\u3057\u3066\u304f\u3060\u3055\u3044\u3002<mark>\u9759\u7684\u89e3\u6790\u30c4\u30fc\u30eb\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308b\u591a\u5c64\u7684\u306a\u54c1\u8cea\u30b2\u30fc\u30c8\u306e\u69cb\u7bc9<\/mark>\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-19\">\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30fb\u904b\u7528<\/h3>\n\n\n\n<p>AI\u99c6\u52d5\u958b\u767a\u3067\u306f\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u4f5c\u6210\u3068\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u3067\u3082AI\u304c\u529b\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u4f5c\u6210\u306e\u52b9\u7387\u5316<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ed5\u69d8\u66f8\u30fb\u8a2d\u8a08\u66f8\u306e\u81ea\u52d5\u751f\u6210\u3068\u66f4\u65b0<\/li>\n\n\n\n<li>\u5b9f\u88c5\u5909\u66f4\u3092\u4ed5\u69d8\u306b\u53cd\u6620\u3059\u308b\u9006\u65b9\u5411\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u7ba1\u7406<\/li>\n\n\n\n<li>API\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084README\u306e\u81ea\u52d5\u751f\u6210<\/li>\n<\/ul>\n\n\n\n<p>\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u3067\u306eAI\u6d3b\u7528<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u969c\u5bb3\u767a\u751f\u6642\u306e\u521d\u52d5\u8abf\u67fb\u652f\u63f4\uff08\u30ed\u30b0\u5206\u6790\u3001\u539f\u56e0\u306e\u63a8\u5b9a\uff09<\/li>\n\n\n\n<li>\u30b7\u30b9\u30c6\u30e0\u306e\u81ea\u5f8b\u7684\u306a\u76e3\u8996\u30fb\u7570\u5e38\u691c\u77e5<\/li>\n\n\n\n<li>\u904b\u7528\u624b\u9806\u66f8\u306e\u81ea\u52d5\u66f4\u65b0<\/li>\n<\/ul>\n\n\n\n<p>\u7279\u306b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u7ba1\u7406\u306f\u3001\u5f93\u6765\u306e\u958b\u767a\u3067\u6700\u3082\u5f8c\u56de\u3057\u306b\u3055\u308c\u304c\u3061\u306a\u9818\u57df\u3067\u3059\u3002AI\u99c6\u52d5\u958b\u767a\u3067\u306f\u3001\u30b3\u30fc\u30c9\u5909\u66f4\u306b\u9023\u52d5\u3057\u3066\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u81ea\u52d5\u66f4\u65b0\u3059\u308b\u4ed5\u7d44\u307f\u3092\u6574\u3048\u308b\u3053\u3068\u3067\u3001\u300c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u5b9f\u88c5\u306e\u4e56\u96e2\u300d\u3068\u3044\u3046\u6162\u6027\u7684\u306a\u8ab2\u984c\u306e\u8efd\u6e1b\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-20\">AI\u99c6\u52d5\u958b\u767a\u3092\u652f\u3048\u308b\u30c4\u30fc\u30eb\u30fb\u6280\u8853<\/h2>\n\n\n\n<p>2026\u5e749\u6708\u6642\u70b9\u3067\u3001AI\u99c6\u52d5\u958b\u767a\u3092\u652f\u3048\u308b\u30c4\u30fc\u30eb\u306f\u6a5f\u80fd\u5206\u5316\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u5358\u4e00\u306e\u30c4\u30fc\u30eb\u3067\u958b\u767a\u306e\u5168\u5de5\u7a0b\u3092\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u306f\u96e3\u3057\u304f\u306a\u3063\u3066\u304a\u308a\u3001\u7528\u9014\u306b\u5fdc\u3058\u305f\u4f7f\u3044\u5206\u3051\u304c\u91cd\u8981\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u30c4\u30fc\u30eb\u30923\u3064\u306e\u30ab\u30c6\u30b4\u30ea\u306b\u5206\u3051\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001MCP\uff08Model Context Protocol\uff09\u306e\u666e\u53ca\u3082\u5927\u304d\u306a\u8ee2\u63db\u70b9\u3067\u3059\u3002MCP\u306f2024\u5e7411\u6708\u306bAnthropic\u304c\u516c\u958b\u3057\u305f\u30d7\u30ed\u30c8\u30b3\u30eb\u3067\u30012025\u5e7412\u6708\u306b\u306fLinux Foundation\u5098\u4e0b\u306eAgentic AI Foundation\uff08AAIF\uff09\u3078\u5bc4\u8d08\u3055\u308c\u3001OpenAI\u3084GitHub\u306a\u3069\u3082\u53c2\u753b\u3059\u308b\u4e2d\u7acb\u7684\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u3082\u3068\u3067\u904b\u55b6\u3055\u308c\u308b\u696d\u754c\u6a19\u6e96\u3078\u3068\u79fb\u884c\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u53c2\u7167\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u5b9f\u884c\u3001\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u9023\u643a\u3092\u6a19\u6e96\u5316\u3055\u308c\u305f\u30d7\u30ed\u30c8\u30b3\u30eb\u3067\u884c\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u7279\u5b9a\u30d9\u30f3\u30c0\u30fc\u3078\u306e\u30ed\u30c3\u30af\u30a4\u30f3\u3092\u907f\u3051\u3084\u3059\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/blog.modelcontextprotocol.io\/posts\/2025-12-09-mcp-joins-agentic-ai-foundation\/\" rel=\"nofollow\">Model Context Protocol Blog\u300cMCP joins the Agentic AI Foundation\u300d<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-21\">\u30b3\u30fc\u30c9\u751f\u6210\u30fb\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u652f\u63f4\u30c4\u30fc\u30eb<\/h3>\n\n\n\n<p>AI\u99c6\u52d5\u958b\u767a\u306e\u4e2d\u6838\u3092\u62c5\u3046\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u652f\u63f4\u30c4\u30fc\u30eb\u306f\u3001\u5927\u304d\u304f3\u3064\u306e\u30bf\u30a4\u30d7\u306b\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<div id=\"id-c9f58707-13c1-41a5-a335-443d64f23fa7\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u30bf\u30a4\u30d7<\/th><th>\u7279\u5fb4<\/th><th>\u4ee3\u8868\u7684\u306a\u30c4\u30fc\u30eb<\/th><th>\u5411\u3044\u3066\u3044\u308b\u7528\u9014<\/th><\/tr><\/thead><tbody><tr><td>IDE\u7d71\u5408\u578b<\/td><td>\u30a8\u30c7\u30a3\u30bf\u306bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u7d71\u5408\u3057\u3001\u540c\u3058\u753b\u9762\u3067\u5354\u50cd<\/td><td>Cursor\u3001VS Code\uff0bGitHub Copilot<\/td><td>\u65e5\u5e38\u306e\u5b9f\u88c5\u3001\u65e2\u5b58\u30b3\u30fc\u30c9\u306e\u6539\u4fee<\/td><\/tr><tr><td>CLI\u578b<\/td><td>\u30bf\u30fc\u30df\u30ca\u30eb\u3067\u52d5\u4f5c\u3057\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u3084CI\/CD\u306b\u7d44\u307f\u8fbc\u307f\u3084\u3059\u3044<\/td><td>Claude Code<\/td><td>\u81ea\u52d5\u5316\u3001\u5b9a\u578b\u30bf\u30b9\u30af\u306e\u4e00\u62ec\u51e6\u7406<\/td><\/tr><tr><td>\u30af\u30e9\u30a6\u30c9\u578b<\/td><td>\u30af\u30e9\u30a6\u30c9\u4e0a\u306e\u9694\u96e2\u74b0\u5883\u3067\u81ea\u5f8b\u4f5c\u696d\u3057\u3001\u4e26\u5217\u5b9f\u884c\u306b\u5f37\u3044<\/td><td>Devin\u3001GitHub Copilot\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/td><td>Issue\u5358\u4f4d\u306e\u59d4\u4efb\u3001\u4e26\u5217\u958b\u767a<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<p>\u306a\u304a\u3001\u3053\u306e3\u30bf\u30a4\u30d7\u306f\u30c4\u30fc\u30eb\u306e\u5b9f\u884c\u5f62\u614b\uff08\u30d5\u30a9\u30fc\u30e0\u30d5\u30a1\u30af\u30bf\uff09\u306b\u3088\u308b\u5206\u985e\u3067\u3042\u308a\u3001\u88fd\u54c1\u306e\u5206\u985e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u30022026\u5e74\u73fe\u5728\u3001\u4e3b\u8981\u88fd\u54c1\u306e\u591a\u304f\u306f\u8907\u6570\u306e\u5f62\u614b\u3092\u6a2a\u65ad\u3057\u3066\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u305f\u3068\u3048\u3070Claude Code\u306f\u30bf\u30fc\u30df\u30ca\u30eb\u306eCLI\u306b\u52a0\u3048\u3001VS Code\u30fbJetBrains\u5411\u3051IDE\u62e1\u5f35\u3001\u30d6\u30e9\u30a6\u30b6\u304b\u3089\u4f7f\u3048\u308bWeb\u7248\u3001GitHub Actions\u9023\u643a\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002GitHub Copilot\u3082\u540c\u69d8\u306bIDE\u30fbCLI\u30fb\u30af\u30e9\u30a6\u30c9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u6a2a\u65ad\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>JetBrains\u306e\u300cDeveloper Ecosystem Survey 2026\u300d\uff082026\u5e745\u301c7\u6708\u8abf\u67fb\uff09\u306b\u3088\u308b\u696d\u52d9\u5229\u7528\u7387\u3067\u306f\u3001Claude Code\u304c39\uff05\u3067\u9996\u4f4d\u306b\u6d6e\u4e0a\u3057\u3001GitHub Copilot\uff0821\uff05\uff09\u3001Cursor\uff0812\uff05\uff09\u3092\u4e0a\u56de\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u306a\u304a\u540c\u8abf\u67fb\u306fJetBrains\u88fdIDE\u306e\u5229\u7528\u8005\u5c64\u306b\u56de\u7b54\u304c\u504f\u308b\u305f\u3081\u3001\u696d\u754c\u5168\u4f53\u306e\u53b3\u5bc6\u306a\u30b7\u30a7\u30a2\u3067\u306f\u306a\u304f\u50be\u5411\u3068\u3057\u3066\u6349\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u30022025\u5e74\u6625\u6642\u70b9\u3067\u306f\u308f\u305a\u304b3\uff05\u30012026\u5e741\u6708\u3067\u308218\uff05\u3060\u3063\u305fClaude Code\u304c1\u5e74\u4f59\u308a\u3067\u9996\u4f4d\u306b\u7acb\u3063\u305f\u80cc\u666f\u306b\u306f\u3001\u30bf\u30fc\u30df\u30ca\u30eb\u30d9\u30fc\u30b9\u306e\u81ea\u5f8b\u7684\u306a\u5b9f\u88c5\u80fd\u529b\u304c\u8a55\u4fa1\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\uff08\u540c\u88fd\u54c1\u306f2025\u5e742\u6708\u306b\u30ea\u30b5\u30fc\u30c1\u30d7\u30ec\u30d3\u30e5\u30fc\u3001\u540c\u5e745\u6708\u306b\u4e00\u822c\u63d0\u4f9b\u958b\u59cb\uff09\u3002<\/p>\n\n\n\n<p>\u30c4\u30fc\u30eb\u9078\u5b9a\u3067\u306f\u3001\u300c\u3069\u306e\u88fd\u54c1\u3092\u4f7f\u3046\u304b\u300d\u3068\u300c\u3069\u306e\u5b9f\u884c\u5f62\u614b\u3067\u4f7f\u3046\u304b\u300d\u3092\u5206\u3051\u3066\u8003\u3048\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u65e5\u5e38\u7684\u306a\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u306fIDE\u7d71\u5408\u306e\u5f62\u614b\u3001CI\/CD\u9023\u643a\u3084\u5b9a\u578b\u30bf\u30b9\u30af\u306e\u4e00\u62ec\u51e6\u7406\u306b\u306fCLI\u306e\u5f62\u614b\u3001Issue\u5358\u4f4d\u306e\u4e26\u5217\u958b\u767a\u306b\u306f\u30af\u30e9\u30a6\u30c9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5f62\u614b\u304c\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u591a\u304f\u306e\u4e3b\u8981\u88fd\u54c1\u306f\u3053\u308c\u3089\u3092\u6a2a\u65ad\u63d0\u4f9b\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u307e\u305a\u88fd\u54c1\u30921\u3064\u9078\u3073\u3001\u5de5\u7a0b\u3054\u3068\u306b\u4f7f\u3046\u5f62\u614b\u3092\u5207\u308a\u66ff\u3048\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/blog.jetbrains.com\/research\/2026\/08\/ai-coding-agent-adoption-2026\/\" rel=\"nofollow\">JetBrains\u300cAI Coding Agent Adoption 2026\u300d<\/a><br>\u51fa\u5178:<a href=\"https:\/\/blog.jetbrains.com\/research\/2026\/04\/which-ai-coding-tools-do-developers-actually-use-at-work\/\" rel=\"nofollow\">JetBrains\u300cWhich AI Coding Tools Do Developers Actually Use at Work?\u300d<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-22\">\u8981\u4ef6\u5b9a\u7fa9\u30fb\u8a2d\u8a08\u652f\u63f4\u30c4\u30fc\u30eb<\/h3>\n\n\n\n<p>\u8981\u4ef6\u5b9a\u7fa9\u30fb\u8a2d\u8a08\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u6c4e\u7528LLM\uff08ChatGPT\u3001Claude\u7b49\uff09\u3092\u6d3b\u7528\u3057\u305f\u30e6\u30fc\u30b6\u30fc\u30b9\u30c8\u30fc\u30ea\u30fc\u306e\u751f\u6210\u3001\u4ed5\u69d8\u66f8\u306e\u7d20\u6848\u4f5c\u6210\u3001\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\u6848\u306e\u691c\u8a0e\u304c\u4e3b\u306a\u6d3b\u7528\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u52b9\u679c\u3092\u6700\u5927\u5316\u3059\u308b\u30dd\u30a4\u30f3\u30c8\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u57fa\u672c\u3092\u62bc\u3055\u3048\u308b\u3053\u3068\u3067\u3059\u3002\u300c\u4f55\u3092\u4f5c\u308b\u304b\u300d\u300c\u306a\u305c\u4f5c\u308b\u304b\u300d\u300c\u5236\u7d04\u6761\u4ef6\u306f\u4f55\u304b\u300d\u300c\u5b8c\u4e86\u6761\u4ef6\u306f\u4f55\u304b\u300d\u3092\u69cb\u9020\u5316\u3057\u3066\u6307\u793a\u3059\u308b\u3053\u3068\u3067\u3001AI\u306e\u51fa\u529b\u7cbe\u5ea6\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001MCP\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001AI\u304c\u65e2\u5b58\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u3092\u53c2\u7167\u3057\u306a\u304c\u3089\u8a2d\u8a08\u6848\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001<mark>\u3088\u308a\u6587\u8108\u306b\u5373\u3057\u305f\u63d0\u6848<\/mark>\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-23\">\u30c6\u30b9\u30c8\u30fb\u54c1\u8cea\u4fdd\u8a3c\u30c4\u30fc\u30eb<\/h3>\n\n\n\n<p>\u30c6\u30b9\u30c8\u5de5\u7a0b\u3067\u306f\u3001AI\u306b\u3088\u308b\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\u81ea\u52d5\u751f\u6210\u30c4\u30fc\u30eb\u306b\u52a0\u3048\u3001\u9759\u7684\u89e3\u6790\u30c4\u30fc\u30eb\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308b\u591a\u5c64\u54c1\u8cea\u30b2\u30fc\u30c8\u306e\u69cb\u7bc9\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001\u4ee5\u4e0b\u306e3\u5c64\u3067\u54c1\u8cea\u3092\u62c5\u4fdd\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u9759\u7684\u89e3\u6790\uff1a\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u898f\u7d04\u9055\u53cd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8106\u5f31\u6027\u3001\u30b3\u30fc\u30c9\u306e\u8907\u96d1\u5ea6\u3092\u81ea\u52d5\u30c1\u30a7\u30c3\u30af<\/li>\n\n\n\n<li>AI\u81ea\u52d5\u30c6\u30b9\u30c8\uff1a\u30e6\u30cb\u30c3\u30c8\u30c6\u30b9\u30c8\u30fb\u7d50\u5408\u30c6\u30b9\u30c8\u306e\u81ea\u52d5\u751f\u6210\u3068\u5b9f\u884c<\/li>\n\n\n\n<li>\u4eba\u9593\u306b\u3088\u308b\u30ec\u30d3\u30e5\u30fc\uff1a\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u306e\u6b63\u78ba\u6027\u3001\u8a2d\u8a08\u5224\u65ad\u306e\u59a5\u5f53\u6027\u3092\u6700\u7d42\u78ba\u8a8d<\/li>\n<\/ol>\n\n\n\n<p>\u3053\u306e\u591a\u5c64\u69cb\u9020\u306b\u3088\u308a\u3001AI\u306e\u751f\u6210\u7269\u306b\u542b\u307e\u308c\u308b\u6f5c\u5728\u7684\u306a\u554f\u984c\u3092\u6bb5\u968e\u7684\u306b\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3057\u3001<mark>\u672c\u756a\u74b0\u5883\u306b\u5230\u9054\u3059\u308b\u30ea\u30b9\u30af\u3092\u6700\u5c0f\u5316<\/mark>\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-24\">AI\u99c6\u52d5\u958b\u767a\u306e\u5c0e\u5165\u30b9\u30c6\u30c3\u30d7<\/h2>\n\n\n\n<p>AI\u99c6\u52d5\u958b\u767a\u3092\u7d44\u7e54\u306b\u5c0e\u5165\u3059\u308b\u969b\u306f\u3001\u3044\u304d\u306a\u308a\u5168\u793e\u5c55\u958b\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u6bb5\u968e\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u6210\u529f\u306e\u9375\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u300cPoC30\u65e5\u2192\u62e1\u592730\u65e5\u2192\u8a55\u4fa130\u65e5\u300d\u306e90\u65e5\u30b5\u30a4\u30af\u30eb\u3092\u4e00\u4f8b\u3068\u3057\u305f\u5c0e\u5165\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-25\">\u5c0f\u898f\u6a21\u3067\u30d1\u30a4\u30ed\u30c3\u30c8\u904b\u7528\u3092\u884c\u3046<\/h3>\n\n\n\n<p>\u671f\u9593\u306e\u76ee\u5b89\uff1a1\u301c30\u65e5\u76ee<\/p>\n\n\n\n<p>\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u306f\u30011\u90e8\u9580\u30fb1\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306e\u30d1\u30a4\u30ed\u30c3\u30c8\u904b\u7528\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u3001AI\u99c6\u52d5\u958b\u767a\u3067\u89e3\u6c7a\u3057\u305f\u3044\u8ab2\u984c\u3068\u91cd\u70b9\u7684\u306b\u6539\u5584\u3059\u308b\u5de5\u7a0b\u3092\u660e\u78ba\u306b\u3057\u307e\u3059\u3002\u6b21\u306b\u3001\u5f71\u97ff\u7bc4\u56f2\u304c\u9650\u5b9a\u3055\u308c\u305f\u30ea\u30dd\u30b8\u30c8\u30ea\u3084\u30c1\u30fc\u30e0\u3092\u30d1\u30a4\u30ed\u30c3\u30c8\u5bfe\u8c61\u306b\u9078\u5b9a\u3057\u307e\u3059\u3002\u672c\u756a\u57fa\u5e79\u7cfb\u304b\u3089\u306f\u59cb\u3081\u305a\u3001\u30ea\u30b9\u30af\u306e\u4f4e\u3044\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u8a66\u884c\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30d1\u30a4\u30ed\u30c3\u30c8\u958b\u59cb\u524d\u306b\u6574\u5099\u3059\u3079\u304d\u4e8b\u9805\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u76ee\u7684\u3068KPI\u306e\u6574\u7406\uff1a\u4f55\u3092\u6e2c\u5b9a\u3057\u3001\u4f55\u3092\u3082\u3063\u3066\u6210\u529f\u3068\u3059\u308b\u304b\u3092\u5b9a\u7fa9<\/li>\n\n\n\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30eb\u30fc\u30eb\u306e\u521d\u671f\u7b56\u5b9a\uff1a\u5165\u529b\u3057\u3066\u3088\u3044\u60c5\u5831\u3068\u7981\u6b62\u3059\u308b\u60c5\u5831\u306e\u5206\u985e<\/li>\n\n\n\n<li>\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u306e\u4f5c\u6210\uff1a\u5c0e\u5165\u524d\u306e\u6570\u9031\u9593\u301c1\u304b\u6708\u5206\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u6bd4\u8f03\u57fa\u6e96\u3092\u78ba\u4fdd<\/li>\n\n\n\n<li>AI\u30c4\u30fc\u30eb\u306e\u9078\u5b9a\uff1a\u30d1\u30a4\u30ed\u30c3\u30c8\u3067\u8a66\u7528\u3059\u308b\u30c4\u30fc\u30eb\u306e\u5019\u88dc\u3092\u6c7a\u5b9a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-26\">\u30d7\u30ed\u30bb\u30b9\u3092\u6a19\u6e96\u5316\u3059\u308b<\/h3>\n\n\n\n<p>\u671f\u9593\u306e\u76ee\u5b89\uff1a31\u301c60\u65e5\u76ee<\/p>\n\n\n\n<p>\u30d1\u30a4\u30ed\u30c3\u30c8\u904b\u7528\u306e\u7d50\u679c\u3092\u8e0f\u307e\u3048\u3001\u958b\u767a\u30eb\u30fc\u30eb\u30fb\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u7b56\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001AI\u306b\u4efb\u305b\u308b\u7bc4\u56f2\u3068\u4eba\u9593\u304c\u78ba\u8a8d\u3059\u308b\u7bc4\u56f2\u3092\u660e\u6587\u5316\u3057\u3001\u30ec\u30d3\u30e5\u30fc\u4f53\u5236\u3092\u6574\u5099\u3057\u307e\u3059\u3002\u52b9\u679c\u306e\u9ad8\u3044\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u62e1\u5927\u3057\u3001\u52b9\u679c\u306e\u8584\u3044\u3082\u306e\u306f\u898b\u76f4\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u6a19\u6e96\u5316\u3059\u3079\u304d\u4e3b\u306a\u9805\u76ee\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI\u3078\u306e\u6307\u793a\u65b9\u6cd5\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\uff09<\/li>\n\n\n\n<li>AI\u751f\u6210\u7269\u306e\u30ec\u30d3\u30e5\u30fc\u57fa\u6e96\u3068\u627f\u8a8d\u30d5\u30ed\u30fc<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u30eb\u30fc\u30eb\uff08\u6a5f\u5bc6\u60c5\u5831\u306e\u6271\u3044\uff09<\/li>\n\n\n\n<li>\u6709\u52b9\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u5931\u6557\u4f8b\u3001\u30a2\u30f3\u30c1\u30d1\u30bf\u30fc\u30f3\u306e\u30ca\u30ec\u30c3\u30b8\u5316<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u306e\u6bb5\u968e\u3067\u306f\u3001\u73fe\u5834\u304b\u3089\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u7a4d\u6975\u7684\u306b\u53ce\u96c6\u3057\u3001\u30eb\u30fc\u30eb\u3068\u73fe\u5834\u5b9f\u614b\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u8abf\u6574\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-27\">\u7d44\u7e54\u5168\u4f53\u306b\u5e83\u3052\u308b<\/h3>\n\n\n\n<p>\u671f\u9593\u306e\u76ee\u5b89\uff1a61\u301c90\u65e5\u76ee<\/p>\n\n\n\n<p>\u6a19\u6e96\u5316\u3057\u305f\u30d7\u30ed\u30bb\u30b9\u3092\u4ed6\u30c1\u30fc\u30e0\u30fb\u4ed6\u90e8\u9580\u306b\u5c55\u958b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d1\u30a4\u30ed\u30c3\u30c8\u3067\u5f97\u305f\u77e5\u898b\u3092\u7d44\u7e54\u306e\u6a19\u6e96\u30d7\u30ed\u30bb\u30b9\u3068\u3057\u3066\u6574\u7406\u3057\u3001\u5c55\u958b\u8a08\u753b\u3092\u7b56\u5b9a\u3057\u307e\u3059\u3002\u30c1\u30fc\u30e0\u3054\u3068\u306e\u5c0e\u5165\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3084\u652f\u63f4\u65b9\u6cd5\u3092\u691c\u8a0e\u3057\u3001\u6bb5\u968e\u7684\u306b\u9069\u7528\u7bc4\u56f2\u3092\u62e1\u5927\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6a2a\u5c55\u958b\u3092\u6210\u529f\u3055\u305b\u308b\u30dd\u30a4\u30f3\u30c8\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30ca\u30ec\u30c3\u30b8\u5171\u6709\u306e\u4ed5\u7d44\u307f\uff1a\u6210\u529f\u30d1\u30bf\u30fc\u30f3\u3068\u5931\u6557\u30d1\u30bf\u30fc\u30f3\u3092\u7d44\u7e54\u5168\u4f53\u3067\u5171\u6709<\/li>\n\n\n\n<li>\u52b9\u679c\u6e2c\u5b9a\u3068\u7d99\u7d9a\u7684\u6539\u5584\uff1aKPI\u306b\u57fa\u3065\u304f\u5b9a\u671f\u7684\u306a\u632f\u308a\u8fd4\u308a\u3068\u30d7\u30ed\u30bb\u30b9\u306e\u6539\u5584<\/li>\n\n\n\n<li>\u30b9\u30ad\u30eb\u80b2\u6210\u306e\u4e26\u884c\u5b9f\u65bd\uff1a\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u7814\u4fee\u3001AI\u751f\u6210\u30b3\u30fc\u30c9\u306e\u30ec\u30d3\u30e5\u30fc\u7814\u4fee<\/li>\n<\/ul>\n\n\n\n<p>\u6700\u521d\u304b\u3089\u5b8c\u74a7\u3092\u76ee\u6307\u3059\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5c0f\u898f\u6a21\u306a\u30d1\u30a4\u30ed\u30c3\u30c8\u3067\u6210\u529f\u30d1\u30bf\u30fc\u30f3\u3092\u4f5c\u308a\u3001\u691c\u8a3c\u30fb\u6539\u5584\u3057\u305f\u3046\u3048\u3067\u6a19\u6e96\u5316\u3057\u3001\u6bb5\u968e\u7684\u306b\u6a2a\u5c55\u958b\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u3001<mark>AI\u99c6\u52d5\u958b\u767a\u306e\u5b9a\u7740\u306b\u306f\u6709\u52b9<\/mark>\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-28\">AI\u99c6\u52d5\u958b\u767a\u306e\u6d3b\u7528\u4e8b\u4f8b<\/h2>\n\n\n\n<p>AI\u99c6\u52d5\u958b\u767a\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u958b\u767a\u30b7\u30fc\u30f3\u3067\u6210\u679c\u3092\u4e0a\u3052\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u4ee3\u8868\u7684\u306a3\u3064\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-29\">\u65b0\u898f\u30b5\u30fc\u30d3\u30b9\u306e\u7acb\u3061\u4e0a\u3052<\/h3>\n\n\n\n<p>AI\u99c6\u52d5\u958b\u767a\u306f\u3001\u65b0\u898f\u30b5\u30fc\u30d3\u30b9\u306e\u8fc5\u901f\u306a\u7acb\u3061\u4e0a\u3052\u306b\u7279\u306b\u5f37\u307f\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>PoC\u3084\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u306e\u958b\u767a\u3067\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u30b3\u30fc\u30c9\u306e\u5927\u90e8\u5206\u3092\u81ea\u52d5\u751f\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30a4\u30c7\u30a2\u304b\u3089\u52d5\u304f\u30d7\u30ed\u30c0\u30af\u30c8\u307e\u3067\u306e\u671f\u9593\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3067\u304d\u307e\u3059\u3002\u5f93\u6765\u306f\u6570\u9031\u9593\u304b\u304b\u3063\u3066\u3044\u305f\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u958b\u767a\u304c\u3001\u6570\u65e5\u3067\u5b8c\u4e86\u3059\u308b\u30b1\u30fc\u30b9\u3082\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>KDDI\u30a2\u30a4\u30ec\u30c3\u30c8\u304c\u516c\u8868\u3057\u305f\u4e8b\u4f8b\u3067\u306f\u3001\u5546\u696d\u65bd\u8a2d\u306eDX\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u304a\u3044\u3066\u3001Figma\u3067\u306e\u5168\u753b\u9762\u30c7\u30b6\u30a4\u30f3\u4f5c\u6210\u3092\u539f\u5247\u5ec3\u6b62\u3057\u3001\u30c7\u30b6\u30a4\u30f3\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u3068AI\u306b\u3088\u308bUI\u751f\u6210\u306b\u5207\u308a\u66ff\u3048\u305f\u3053\u3068\u3067\u3001\u958b\u767a\u5de5\u6570\u3092\u7d0450\uff05\u77ed\u7e2e\u3057\u3066\u3044\u307e\u3059\uff08\u63d0\u4f9b\u4f01\u696d\u306b\u3088\u308b\u81ea\u5df1\u7533\u544a\u5024\uff09\u3002<\/p>\n\n\n\n<p>\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3084\u65b0\u898f\u4e8b\u696d\u90e8\u9580\u306b\u3068\u3063\u3066\u3001\u30bf\u30a4\u30e0\u30fb\u30c8\u30a5\u30fb\u30de\u30fc\u30b1\u30c3\u30c8\u306e\u77ed\u7e2e\u306f\u7af6\u4e89\u512a\u4f4d\u306b\u76f4\u7d50\u3059\u308b\u305f\u3081\u3001AI\u99c6\u52d5\u958b\u767a\u306e\u5c0e\u5165\u52b9\u679c\u304c\u6700\u3082\u5b9f\u611f\u3057\u3084\u3059\u3044\u9818\u57df\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-30\">\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u30de\u30a4\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3<\/h3>\n\n\n\n<p>\u30ec\u30ac\u30b7\u30fc\u30b7\u30b9\u30c6\u30e0\u306e\u5237\u65b0\u30fb\u30e2\u30c0\u30ca\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3082\u3001AI\u99c6\u52d5\u958b\u767a\u304c\u5927\u304d\u306a\u6210\u679c\u3092\u4e0a\u3052\u3066\u3044\u308b\u9818\u57df\u3067\u3059\u3002<\/p>\n\n\n\n<p>AI\u306f\u65e2\u5b58\u30b3\u30fc\u30c9\u306e\u89e3\u6790\u3001\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u3001\u79fb\u884c\u8a08\u753b\u306e\u7b56\u5b9a\u3092\u652f\u63f4\u3057\u307e\u3059\u3002KDDI\u30a2\u30a4\u30ec\u30c3\u30c8\u304c\u516c\u8868\u3057\u305f\u4e8b\u4f8b\u3067\u306f\u300120\u4e07\u884c\u8d85\u30fb5\u3064\u306e\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u6df7\u5728\u3059\u308b\u30ec\u30ac\u30b7\u30fc\u30b7\u30b9\u30c6\u30e0\u306e\u30e2\u30c0\u30ca\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u3001\u5f93\u6765\u624b\u6cd5\u3067\u306f\u7d042\u5e74\u304b\u304b\u308b\u60f3\u5b9a\u3060\u3063\u305f\u958b\u767a\u3092\u7d04\u534a\u5e74\u3067\u5b8c\u4e86\u3057\u3001\u958b\u767a\u30b9\u30d4\u30fc\u30c9\u3092\u7d044\u500d\u306b\u5411\u4e0a\u3055\u305b\u3066\u3044\u307e\u3059\uff08\u63d0\u4f9b\u4f01\u696d\u306b\u3088\u308b\u81ea\u5df1\u7533\u544a\u5024\uff09\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u533b\u7642\u60c5\u5831\u57fa\u76e4\uff08FHIR\u5bfe\u5fdc\u30fb\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u9023\u643a\uff09\u306e\u958b\u767a\u3067\u306f\u3001\u5f53\u521d1\u5e74\u3068\u898b\u7a4d\u3082\u3089\u308c\u305f\u958b\u767a\u671f\u9593\u3092\u534a\u5e74\u306b\u77ed\u7e2e\u3057\u3001\u30b3\u30b9\u30c8\u3092\u7d044\u5206\u306e1\u306b\u6291\u3048\u305f\u5b9f\u7e3e\u3082\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\uff08AIBTRUST\uff0fKDDI\u30a2\u30a4\u30ec\u30c3\u30c8\u516c\u8868\u4e8b\u4f8b\u3002\u63d0\u4f9b\u4f01\u696d\u306b\u3088\u308b\u81ea\u5df1\u7533\u544a\u5024\uff09\u3002<\/p>\n\n\n\n<p>\u30ec\u30ac\u30b7\u30fc\u30b7\u30b9\u30c6\u30e0\u306e\u5237\u65b0\u306f\u591a\u304f\u306e\u4f01\u696d\u304c\u62b1\u3048\u308b\u8ab2\u984c\u3067\u3042\u308a\u3001<mark>AI\u99c6\u52d5\u958b\u767a\u306f\u305d\u306e\u89e3\u6c7a\u3092\u52a0\u901f\u3059\u308b\u6709\u529b\u306a\u624b\u6bb5<\/mark>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/www.gaipack.ai\/column\/case-study-platform\" rel=\"nofollow\">KDDI\u30a2\u30a4\u30ec\u30c3\u30c8\u300cgaipack\u5c0e\u5165\u4e8b\u4f8b \u2013 \u4eba\u6750\u7ba1\u7406\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u300d<\/a><br>\u51fa\u5178:<a href=\"https:\/\/www.gaipack.ai\/column\/case-study-aibtrust\" rel=\"nofollow\">KDDI\u30a2\u30a4\u30ec\u30c3\u30c8\u300cgaipack\u5c0e\u5165\u4e8b\u4f8b \u2013 AIBTRUST\u300d<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-31\">\u793e\u5185\u696d\u52d9\u30a2\u30d7\u30ea\u306e\u5185\u88fd\u5316<\/h3>\n\n\n\n<p>AI\u99c6\u52d5\u958b\u767a\u306f\u3001\u5c02\u9580\u7684\u306a\u958b\u767a\u30b9\u30ad\u30eb\u3092\u6301\u305f\u306a\u3044\u30e1\u30f3\u30d0\u30fc\u3067\u3082\u696d\u52d9\u30a2\u30d7\u30ea\u3092\u5185\u88fd\u5316\u3067\u304d\u308b\u53ef\u80fd\u6027\u3092\u5e83\u3052\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u304c\u8981\u4ef6\u5b9a\u7fa9\u306e\u652f\u63f4\u304b\u3089\u30b3\u30fc\u30c9\u751f\u6210\u3001\u30c6\u30b9\u30c8\u307e\u3067\u3092\u62c5\u3046\u3053\u3068\u3067\u3001\u696d\u52d9\u90e8\u9580\u306e\u30e1\u30f3\u30d0\u30fc\u304c\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u5354\u50cd\u3057\u306a\u304c\u3089\u3001\u81ea\u90e8\u9580\u306e\u8ab2\u984c\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u30c4\u30fc\u30eb\u3092\u958b\u767a\u3067\u304d\u307e\u3059\u3002KDDI\u30a2\u30a4\u30ec\u30c3\u30c8\u304c\u516c\u8868\u3057\u305f\u4e8b\u4f8b\u3067\u306f\u3001AI CMS\u3092\u6d3b\u7528\u3057\u3066\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3088\u308b\u516c\u5f0f\u30b5\u30a4\u30c8\u306e\u81ea\u5f8b\u904b\u7528\u3092\u5b9f\u73fe\u3057\u3001\u958b\u767a\u30fb\u904b\u7528\u8ca0\u8377\u3092\u7d0450\uff05\u8efd\u6e1b\u3057\u3066\u3044\u307e\u3059\uff08\u63d0\u4f9b\u4f01\u696d\u306b\u3088\u308b\u81ea\u5df1\u7533\u544a\u5024\uff09\u3002<\/p>\n\n\n\n<p>\u793e\u5185\u696d\u52d9\u30a2\u30d7\u30ea\u306e\u5185\u88fd\u5316\u306f\u3001\u5916\u6ce8\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u3060\u3051\u3067\u306a\u304f\u3001<mark>\u696d\u52d9\u8981\u4ef6\u306e\u5909\u5316\u306b\u8fc5\u901f\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u67d4\u8edf\u6027<\/mark>\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u30b7\u30b9\u30c6\u30e0\u306e\u81ea\u793e\u958b\u767a\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u3001\u300c<a href=\"https:\/\/japan-ai.co.jp\/media\/4406\/\">AI\u30b7\u30b9\u30c6\u30e0\u306e\u81ea\u793e\u958b\u767a\u304c\u9032\u3080\u7406\u7531\u3068\u306f\uff1f\u30e1\u30ea\u30c3\u30c8\u3084\u30c7\u30e1\u30ea\u30c3\u30c8\u3092\u89e3\u8aac<\/a>\u300d\u306e\u8a18\u4e8b\u3082\u3042\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-32\">AI\u99c6\u52d5\u958b\u767a\u306b\u95a2\u3057\u3066\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-33\">AI\u99c6\u52d5\u958b\u767a\u3067\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u4e0d\u8981\u306b\u306a\u308a\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u4e0d\u8981\u306b\u306a\u308a\u307e\u305b\u3093\u3002AI\u99c6\u52d5\u958b\u767a\u306b\u3088\u308a\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5f79\u5272\u306f\u300c\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u5b9f\u88c5\u8005\u300d\u304b\u3089\u300cAI\u306b\u6307\u793a\u3092\u51fa\u3057\u3001\u751f\u6210\u7269\u3092\u30ec\u30d3\u30e5\u30fc\u30fb\u5224\u65ad\u3059\u308b\u76e3\u7763\u8005\u30fb\u8a2d\u8a08\u8005\u300d\u3078\u3068\u5909\u5316\u3057\u307e\u3059\u3002AI\u306e\u51fa\u529b\u3092\u8a55\u4fa1\u30fb\u4fee\u6b63\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u8981\u4ef6\u3068\u306e\u6574\u5408\u6027\u3092\u5224\u65ad\u3059\u308b\u4eba\u9593\u306e\u5f79\u5272\u306f\u3001\u3080\u3057\u308d\u91cd\u8981\u6027\u304c\u5897\u3057\u3066\u3044\u307e\u3059\u3002AI\u304c\u5f97\u610f\u306a\u53cd\u5fa9\u4f5c\u696d\u3092\u4efb\u305b\u3001\u4eba\u9593\u306f\u5275\u9020\u7684\u306a\u5224\u65ad\u306b\u96c6\u4e2d\u3059\u308b\u3001\u3053\u306e\u5f79\u5272\u5206\u62c5\u304cAI\u99c6\u52d5\u958b\u767a\u306e\u672c\u8cea\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-34\">AI\u99c6\u52d5\u958b\u767a\u306f\u3069\u306e\u3088\u3046\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>PoC\u958b\u767a\u3001\u65b0\u898f\u30b5\u30fc\u30d3\u30b9\u306e\u8fc5\u901f\u306a\u7acb\u3061\u4e0a\u3052\u3001\u30ec\u30ac\u30b7\u30fc\u30b7\u30b9\u30c6\u30e0\u306e\u5237\u65b0\u3001\u793e\u5185\u30c4\u30fc\u30eb\u306e\u5185\u88fd\u5316\u306b\u7279\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002\u53cd\u5fa9\u7684\u306a\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3084\u30c6\u30b9\u30c8\u4f5c\u6210\u304c\u591a\u3044\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307b\u3069\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002\u4e00\u65b9\u3001\u9ad8\u3044\u5b89\u5168\u6027\u304c\u6c42\u3081\u3089\u308c\u308b\u30df\u30c3\u30b7\u30e7\u30f3\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u306a\u30b7\u30b9\u30c6\u30e0\uff08\u91d1\u878d\u57fa\u5e79\u7cfb\u3001\u533b\u7642\u6a5f\u5668\u5236\u5fa1\u306a\u3069\uff09\u3067\u306f\u3001AI\u751f\u6210\u7269\u306e\u691c\u8a3c\u4f53\u5236\u3092\u5341\u5206\u306b\u6574\u3048\u305f\u3046\u3048\u3067\u306e\u614e\u91cd\u306a\u5c0e\u5165\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-35\">AI\u99c6\u52d5\u958b\u767a\u306e\u5c0e\u5165\u306b\u306f\u3069\u306e\u304f\u3089\u3044\u306e\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308a\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>\u57fa\u672c\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u8cbb\u7528\u306f\u6708\u984d\u6570\u5343\u5186\u301c\u6570\u4e07\u5186\/\u4eba\u304c\u76ee\u5b89\u3067\u3059\u304c\u30012026\u5e74\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30c4\u30fc\u30eb\u306e\u666e\u53ca\u306b\u4f34\u3044\u3001GitHub Copilot\u3001Anthropic\u3001OpenAI\u306a\u3069\u4e3b\u8981\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u304c\u76f8\u6b21\u3044\u3067\u5b9a\u984d\u5236\u304b\u3089\u30c8\u30fc\u30af\u30f3\u6d88\u8cbb\u91cf\u30d9\u30fc\u30b9\u306e\u5f93\u91cf\u8ab2\u91d1\u30fb\u30af\u30ec\u30b8\u30c3\u30c8\u5236\u3078\u79fb\u884c\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u5b9f\u969b\u306e\u652f\u51fa\u306f\u30b7\u30fc\u30c8\u5358\u4fa1\u3067\u306f\u8aad\u307f\u5207\u308c\u305a\u3001\u5229\u7528\u91cf\u6b21\u7b2c\u3067\u5927\u304d\u304f\u5909\u52d5\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>Gartner\u306f2026\u5e746\u6708\u3001AI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u30c8\u30fc\u30af\u30f3\u8cbb\u7528\u304c2028\u5e74\u307e\u3067\u306b\u958b\u767a\u8005\u306e\u5e73\u5747\u7d66\u4e0e\u3092\u4e0a\u56de\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3068\u4e88\u6e2c\u3057\u3066\u304a\u308a\u3001\u4e88\u7b97\u4e0a\u9650\uff08\u30af\u30a9\u30fc\u30bf\uff09\u306e\u8a2d\u5b9a\u3068\u5229\u7528\u91cf\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u4ed5\u7d44\u307f\u3092\u3001\u5c0e\u5165\u3068\u540c\u6642\u306b\u6574\u3048\u308b\u3053\u3068\u304c\u5fc5\u9808\u3067\u3059\u3002\u30c4\u30fc\u30eb\u8cbb\u7528\u306b\u52a0\u3048\u3001\u5b66\u7fd2\u30b3\u30b9\u30c8\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u7814\u4fee\u306a\u3069\uff09\u3001\u30ec\u30d3\u30e5\u30fc\u4f53\u5236\u306e\u6574\u5099\u30b3\u30b9\u30c8\u3001\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u7b56\u5b9a\u306e\u5de5\u6570\u3082\u8003\u616e\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u307e\u305a\u306f\u5c0f\u898f\u6a21\u306a\u30d1\u30a4\u30ed\u30c3\u30c8\u3067\u52b9\u679c\u3092\u691c\u8a3c\u3057\u3001ROI\u3092\u78ba\u8a8d\u3057\u3066\u304b\u3089\u6bb5\u968e\u7684\u306b\u62e1\u5927\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2026-06-24-gartner-predicts-ai-coding-costs-will-surpass-average-developer-salary-by-2028-as-token-consumption-surges\" rel=\"nofollow\">Gartner\u300cGartner Predicts AI Coding Costs Will Surpass Average Developer Salary by 2028\u300d<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" 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2025\u3067\u3082\u3001AI\u306f\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u6539\u5584\u3059\u308b\u4e00\u65b9\u3001\u958b\u767a\u57fa\u76e4\u304c\u6574\u3063\u3066\u3044\u306a\u3044\u7d44\u7e54\u3067\u306f\u5b89\u5b9a\u6027\u3092\u72a0\u7272\u306b\u3059\u308b\u3053\u3068\u3001\u305d\u3057\u3066\u300cAI\u306f\u65e2\u5b58\u306e\u5f37\u307f\u3068\u6a5f\u80fd\u4e0d\u5168\u306e\u4e21\u65b9\u3092\u5897\u5e45\u3059\u308b\u300d\u3053\u3068\u304c\u78ba\u8a8d\u3055\u308c\u3066\u3044\u307e\u3059\u3002<mark>\u500b\u4eba\u306e\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u901f\u5ea6\u5411\u4e0a\u3092\u7d44\u7e54\u306e\u6210\u679c\u306b\u5909\u3048\u308b\u306b\u306f\u3001\u591a\u5c64\u7684\u306a\u54c1\u8cea\u30b2\u30fc\u30c8\u306e\u8a2d\u7f6e\u304c\u4e0d\u53ef\u6b20<\/mark>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/dora.dev\/ai\/gen-ai-report\/\" rel=\"nofollow\">DORA\u300cImpact of Generative AI in Software 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