{"id":11248,"date":"2026-10-29T12:09:46","date_gmt":"2026-10-29T03:09:46","guid":{"rendered":"https:\/\/venu-sys.co.jp\/jo-sys\/?p=11248"},"modified":"2026-10-29T12:09:46","modified_gmt":"2026-10-29T03:09:46","slug":"shadow-ai","status":"publish","type":"post","link":"https:\/\/venu-sys.co.jp\/jo-sys\/11248\/","title":{"rendered":"\u3010\u7dcf\u52d9\u7701\u30fbIPA\u30c7\u30fc\u30bf\u3011\u30b7\u30e3\u30c9\u30fcAI\u3068\u306f\uff5c\u751f\u6210AI\u696d\u52d9\u5229\u752886.4%\u306b\u5bfe\u3057\u691c\u77e5\u30c4\u30fc\u30eb\u5c0e\u5165\u306f10.4%\uff082025\u5e74\u5ea6\uff09"},"content":{"rendered":"<p>\u300c\u793e\u54e1\u304c\u500b\u4eba\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3067ChatGPT\u306a\u3069\u3092\u4f7f\u3063\u3066\u3044\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u300d\u3068\u611f\u3058\u3066\u3044\u3066\u3082\u3001\u3069\u3053\u304b\u3089\u624b\u3092\u4ed8\u3051\u308c\u3070\u3088\u3044\u304b\u8ff7\u3044\u307e\u3059\u3088\u306d\u3002\u60c5\u30b7\u30b9\u306e\u62c5\u5f53\u8005\u304b\u3089\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u58f0\u3092\u3088\u304f\u805e\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u793e\u54e1\u304c\u500b\u4eba\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u751f\u6210AI\u3092\u4f7f\u3063\u3066\u3044\u305d\u3046\u3060\u304c\u3001\u5b9f\u614b\u304c\u3064\u304b\u3081\u306a\u3044<\/li>\n<li>\u7981\u6b62\u3059\u3079\u304d\u304b\u3001\u8a8d\u3081\u308b\u3079\u304d\u304b\u3001\u5224\u65ad\u306e\u6750\u6599\u304c\u7121\u3044<\/li>\n<li>\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306f\u4f5c\u3063\u305f\u304c\u3001\u5b88\u3089\u308c\u3066\u3044\u308b\u304b\u78ba\u304b\u3081\u308b\u65b9\u6cd5\u304c\u7121\u3044<\/li>\n<\/ul>\n<p>\u5148\u306b\u7d50\u8ad6\u3092\u304a\u4f1d\u3048\u3057\u307e\u3059\u3002\u30b7\u30e3\u30c9\u30fcAI\u3068\u306f\u3001\u4f1a\u793e\u304c\u628a\u63e1\u30fb\u8a31\u53ef\u3057\u3066\u3044\u306a\u3044\u751f\u6210AI\u3092\u3001\u5f93\u696d\u54e1\u304c\u696d\u52d9\u306b\u4f7f\u3046\u3053\u3068\u3067\u3059\u3002\u7dcf\u52d9\u7701\u306e2025\u5e74\u5ea6\u8abf\u67fb\u3067\u306f\u3001\u4f55\u3089\u304b\u306e\u696d\u52d9\u3067\u751f\u6210AI\u3092\u4f7f\u3063\u3066\u3044\u308b\u4f01\u696d\u306f86.4%\u3067\u3057\u305f\u3002<\/p>\n<p>\u4e00\u65b9\u3067\u3001<mark>AI\u30ac\u30d0\u30ca\u30f3\u30b9\u30c4\u30fc\u30eb\u3067\u751f\u6210AI\u306e\u30ea\u30b9\u30af\u3092\u691c\u77e5\u3057\u3066\u3044\u308b\u4f01\u696d\u306f10.4%<\/mark>\u306b\u3068\u3069\u307e\u308a\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30b7\u30e3\u30c9\u30fcAI\u306e\u5b9a\u7fa9\u3068\u30b7\u30e3\u30c9\u30fcIT\u3068\u306e\u9055\u3044\u3001\u751f\u307e\u308c\u308b\u80cc\u666f\u3001\u65e5\u672c\u4f01\u696d\u306e\u5bfe\u7b56\u306e\u73fe\u72b6\u3092\u516c\u7684\u30c7\u30fc\u30bf\u3067\u78ba\u8a8d\u3057\u307e\u3059\u3002\u305d\u306e\u3046\u3048\u3067\u3001\u60c5\u30b7\u30b9\u304c\u9032\u3081\u308b\u7d71\u5236\u306e\u624b\u9806\u30924\u3064\u306b\u5206\u3051\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<div style=\"border:2px solid #2d4f8f;border-radius:8px;background:#f2f5fb;padding:14px 18px;margin:1.5em 0\">\n<p style=\"margin:0 0 8px;font-weight:700;color:#2d4f8f\">\u3053\u306e\u8a18\u4e8b\u306e\u30dd\u30a4\u30f3\u30c8<\/p>\n<ul style=\"margin:0;padding-left:20px\">\n<li>\u30b7\u30e3\u30c9\u30fcAI\u306f\u3001\u4f1a\u793e\u304c\u628a\u63e1\u30fb\u8a31\u53ef\u3057\u3066\u3044\u306a\u3044\u751f\u6210AI\u3092\u5f93\u696d\u54e1\u304c\u696d\u52d9\u306b\u4f7f\u3046\u3053\u3068\u3067\u3059\u3002IPA\u306e\u300c\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a310\u5927\u8105\u5a01 2026\u300d\u89e3\u8aac\u66f8\u3082\u3001\u5f93\u696d\u54e1\u304c\u500b\u4eba\u3067\u4f7f\u3046AI\u30b5\u30fc\u30d3\u30b9\u306e\u696d\u52d9\u5229\u7528\u3092\u300c\u30b7\u30e3\u30c9\u30fcAI\u300d\u3068\u3057\u3066\u53d6\u308a\u4e0a\u3052\u3066\u3044\u307e\u3059<\/li>\n<li>\u7dcf\u52d9\u7701\u306e2025\u5e74\u5ea6\u8abf\u67fb\u3067\u306f\u3001\u751f\u6210AI\u3092\u696d\u52d9\u3067\u4f7f\u3046\u4f01\u696d\u304c86.4%\u306a\u306e\u306b\u5bfe\u3057\u3001AI\u30ac\u30d0\u30ca\u30f3\u30b9\u30c4\u30fc\u30eb\u3067\u30ea\u30b9\u30af\u3092\u691c\u77e5\u3057\u3066\u3044\u308b\u4f01\u696d\u306f10.4%\u3067\u3057\u305f\uff08\u51fa\u5178: <a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.soumu.go.jp\/johotsusintokei\/whitepaper\/ja\/r08\/pdf\/n1210000.pdf\">\u7dcf\u52d9\u7701\u300c\u4ee4\u548c8\u5e74\u7248 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\/><\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30b7\u30e3\u30c9\u30fcAI\u3092\u300c\u4f1a\u793e\uff08\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\uff09\u304c\u628a\u63e1\u30fb\u8a31\u53ef\u3057\u3066\u3044\u306a\u3044\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u3084\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u3001\u5f93\u696d\u54e1\u304c\u696d\u52d9\u306b\u4f7f\u3046\u3053\u3068\u300d\u3068\u5b9a\u7fa9\u3057\u307e\u3059\u3002<strong>\u30dd\u30a4\u30f3\u30c8\u306f\u3001AI\u3092\u4f7f\u3046\u3053\u3068\u81ea\u4f53\u3067\u306f\u306a\u304f\u3001\u4f1a\u793e\u306e\u7ba1\u7406\u304c\u53ca\u3093\u3067\u3044\u306a\u3044\u3053\u3068<\/strong>\u3067\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u7121\u6599\u7248\u306e\u751f\u6210AI\u306b\u500b\u4eba\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u30ed\u30b0\u30a4\u30f3\u3057\u3001\u4f1a\u8b70\u30e1\u30e2\u3084\u9867\u5ba2\u3068\u306e\u3084\u308a\u53d6\u308a\u3092\u8cbc\u308a\u4ed8\u3051\u3066\u8981\u7d04\u3055\u305b\u308b\u30b1\u30fc\u30b9\u3067\u3059\u3002\u4f1a\u793e\u304c\u5951\u7d04\u3057\u3066\u3044\u306a\u3044AI\u6a5f\u80fd\u4ed8\u304d\u306eSaaS\u3092\u3001\u90e8\u7f72\u306e\u5224\u65ad\u3067\u4f7f\u3044\u59cb\u3081\u308b\u30b1\u30fc\u30b9\u3082\u5f53\u3066\u306f\u307e\u308a\u307e\u3059\u3002<\/p>\n<div style=\"border:2px solid #2d4f8f;border-radius:8px;background:#f2f5fb;padding:14px 18px;margin:1.5em 0\">\n<p style=\"margin:0 0 8px;font-weight:700;color:#2d4f8f\">\u30dd\u30a4\u30f3\u30c8<\/p>\n<ul style=\"margin:0;padding-left:20px\">\n<li><strong>\u8a31\u53ef\u306e\u6709\u7121<\/strong>: \u4f1a\u793e\u304c\u5229\u7528\u3092\u8a8d\u3081\u305f\u30b5\u30fc\u30d3\u30b9\u304b\u3069\u3046\u304b<\/li>\n<li><strong>\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u7ba1\u7406<\/strong>: \u4f1a\u793e\u304c\u7ba1\u7406\u3059\u308b\u30a2\u30ab\u30a6\u30f3\u30c8\u304b\u3001\u500b\u4eba\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u304b<\/li>\n<li><strong>\u60c5\u5831\u306e\u884c\u304d\u5148<\/strong>: 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2026\u300d\u89e3\u8aac\u66f8\uff3b\u7d44\u7e54\u7de8\uff3d\u306f\u3001\u5f93\u696d\u54e1\u304c\u500b\u4eba\u3067\u4f7f\u3063\u3066\u3044\u308bAI\u30b5\u30fc\u30d3\u30b9\u3092\u696d\u52d9\u306b\u4f7f\u3046\u3053\u3068\u3092\u300c\u30b7\u30e3\u30c9\u30fcAI\u300d\u3068\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002\u5bfe\u8c61\u306f\u751f\u6210AI\u306b\u9650\u3089\u305a\u3001AI\u30b5\u30fc\u30d3\u30b9\u5168\u822c\u3067\u3059\u3002<\/p>\n<p>\u540c\u3058\u554f\u984c\u306f\u3001IPA\u306e\u8cc7\u6599\u3067\u6b21\u306e\u3088\u3046\u306a\u8868\u73fe\u3067\u3082\u53d6\u308a\u4e0a\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u300c\u500b\u4eba\u5229\u7528\u306eAI\u3067\u696d\u52d9\u3092\u3084\u308b\u3001\u7b49\u306e\u30ac\u30d0\u30ca\u30f3\u30b9\u4e0d\u5099\u300d\uff08IPA\u300cAI\u306e\u52d5\u4f5c\u30fb\u5206\u6790\u30fb\u5229\u7528\u7b49\u306e\u8aac\u660e\u306b\u95a2\u3059\u308b\u610f\u8b58\u8abf\u67fb\u300d\u306e\u8a2d\u554f\uff09<\/li>\n<li>\u300c\u7d44\u7e54\u306b\u7ba1\u7406\u3055\u308c\u3066\u3044\u306a\u3044\u30a2\u30ab\u30a6\u30f3\u30c8\u300d\uff08IPA\u300c\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a310\u5927\u8105\u5a01 2026\u300d\u89e3\u8aac\u66f8\uff3b\u7d44\u7e54\u7de8\uff3d\uff09<\/li>\n<\/ul>\n<p>IPA\u306e\u300c\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a310\u5927\u8105\u5a01 2026\u300d\u3067\u306f\u3001<a href=\"https:\/\/venu-sys.co.jp\/jo-sys\/9318\/\">AI\u306e\u5229\u7528\u3092\u3081\u3050\u308b\u30b5\u30a4\u30d0\u30fc\u30ea\u30b9\u30af<\/a>\u304c\u7d44\u7e54\u5411\u3051\u306e3\u4f4d\u306b\u521d\u3081\u3066\u9078\u3070\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u89e3\u8aac\u66f8\u306f\u3001\u7c73\u56fd\u306eAI\u4f01\u696d\uff08LayerX\u793e\uff09\u306b\u3088\u308b2025\u5e74\u306e\u8abf\u67fb\u3092\u5f15\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8abf\u67fb\u3067\u306f\u3001\u696d\u52d9\u3067\u751f\u6210AI\u306b\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8\u3067\u5165\u529b\u3059\u308b\u5229\u7528\u8005\u304c77%\u3067\u3057\u305f\u3002\u305d\u3046\u3057\u305f\u5165\u529b\u306e82%\u306f\u3001\u7d44\u7e54\u306e\u7ba1\u7406\u5916\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u7d4c\u7531\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u8abf\u67fb\u306e\u5bfe\u8c61\u306f\u3001LayerX\u793e\u306e\u4e16\u754c\u4e2d\u306e\u6cd5\u4eba\u9867\u5ba2\u3067\u3059\u3002\u5bfe\u8c61\u4f01\u696d\u304c\u3069\u306e\u56fd\u306b\u3042\u308b\u304b\u306f\u539f\u5178\u306b\u66f8\u304b\u308c\u3066\u304a\u3089\u305a\u3001\u65e5\u672c\u4f01\u696d\u306e\u5024\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u56fd\u5185\u306e\u8abf\u67fb\u3082\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002IPA\u306e2026\u5e743\u6708\u306e\u8abf\u67fb\u3067\u306f\u3001AI\u3092\u696d\u52d9\u3067\u4f7f\u3046\u4eba\u306e42.9%\u304c\u300c\u500b\u4eba\u5229\u7528\u306eAI\u3067\u696d\u52d9\u3092\u3084\u308b\u3001\u7b49\u306e\u30ac\u30d0\u30ca\u30f3\u30b9\u4e0d\u5099\u300d\u306b\u4e0d\u5b89\u3092\u611f\u3058\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u3053\u304b\u3089\u8aad\u307f\u53d6\u308c\u308b\u306e\u306f\u3001\u4eca\u56de\u78ba\u8a8d\u3057\u305f\u56fd\u5185\u306e\u516c\u7684\u7d71\u8a08\u306b\u306f\u3001\u7121\u8a31\u53ef\u5229\u7528\u306e\u5272\u5408\u3092\u76f4\u63a5\u6e2c\u3063\u305f\u3082\u306e\u304c\u898b\u5f53\u305f\u3089\u306a\u3044\u3068\u3044\u3046\u70b9\u3067\u3059\u3002\u624b\u304c\u304b\u308a\u306f\u3001\u5229\u7528\u8005\u306e\u4e0d\u5b89\u3084\u5bfe\u7b56\u306e\u5b9f\u65bd\u7387\u3068\u3044\u3063\u305f\u5468\u8fba\u306e\u6307\u6a19\u306b\u9650\u3089\u308c\u307e\u3059\u3002<strong>\u3060\u304b\u3089\u3053\u305d\u3001\u81ea\u793e\u3067\u5229\u7528\u5b9f\u614b\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u304c\u5bfe\u7b56\u306e\u51fa\u767a\u70b9\u306b\u306a\u308a\u307e\u3059<\/strong>\u3002<\/p>\n<h3>\u30b7\u30e3\u30c9\u30fcAI\u306f\u30b7\u30e3\u30c9\u30fcIT\u306e\u3046\u3061\u751f\u6210AI\u306b\u7d5e\u3063\u305f\u3082\u306e\u3067\u3001\u5165\u529b\u3057\u305f\u60c5\u5831\u305d\u306e\u3082\u306e\u304c\u793e\u5916\u306b\u6e21\u308b\u70b9\u304c\u7570\u306a\u308b<\/h3>\n<p>\u30b7\u30e3\u30c9\u30fcAI\u306f\u3001<a href=\"https:\/\/venu-sys.co.jp\/jo-sys\/9705\/\">\u30b7\u30e3\u30c9\u30fcIT<\/a>\u306e\u3046\u3061\u751f\u6210AI\u306b\u7d5e\u3063\u305f\u3082\u306e\u3067\u3059\u3002\u30b7\u30e3\u30c9\u30fcIT\u3068\u306f\u3001\u4f1a\u793e\u304c\u628a\u63e1\u30fb\u8a31\u53ef\u3057\u3066\u3044\u306a\u3044IT\u6a5f\u5668\u3084\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u696d\u52d9\u306b\u4f7f\u3046\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n<p>\u7ba1\u7406\u5916\u306eIT\u6a5f\u5668\u3078\u306e\u61f8\u5ff5\u306f\u3001AI\u306b\u9650\u3089\u305a\u4ee5\u524d\u304b\u3089\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30bf\u30cb\u30a6\u30e0\u5408\u540c\u4f1a\u793e\u304c2026\u5e741\u6708\u306b\u884c\u3063\u305f\u6c11\u9593\u8abf\u67fb\u306f\u3001\u5f93\u696d\u54e11,000\u540d\u4ee5\u4e0a\u306e\u56fd\u5185\u4f01\u696d675\u793e\u304c\u5bfe\u8c61\u3067\u3059\u3002\u305d\u306e\u3046\u306172.3%\u304c\u3001\u7ba1\u7406\u5916\u306eIT\u6a5f\u5668\u304c\u3042\u308b\u3053\u3068\u306b\u4e0d\u5b89\u3092\u62b1\u3044\u3066\u3044\u307e\u3057\u305f\u3002\u3053\u306e\u5024\u306fAI\u306b\u9650\u3063\u305f\u6307\u6a19\u3067\u306f\u306a\u3044\u70b9\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6bd4\u8f03\u306e\u89b3\u70b9<\/th>\n<th>\u30b7\u30e3\u30c9\u30fcIT<\/th>\n<th>\u30b7\u30e3\u30c9\u30fcAI<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5bfe\u8c61<\/td>\n<td>\u4f1a\u793e\u304c\u628a\u63e1\u3057\u3066\u3044\u306a\u3044IT\u6a5f\u5668\u30fb\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u5168\u822c<\/td>\n<td>\u4f1a\u793e\u304c\u628a\u63e1\u30fb\u8a31\u53ef\u3057\u3066\u3044\u306a\u3044\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u3084\u30a2\u30ab\u30a6\u30f3\u30c8<\/td>\n<\/tr>\n<tr>\n<td>\u60c5\u5831\u304c\u793e\u5916\u306b\u6e21\u308b\u30bf\u30a4\u30df\u30f3\u30b0<\/td>\n<td>\u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58\u3084\u5171\u6709\u306a\u3069\u3001\u4f7f\u3044\u65b9\u306b\u3088\u308b<\/td>\n<td>\u4f9d\u983c\u6587\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u3092\u5165\u529b\u3057\u305f\u6642\u70b9<\/td>\n<\/tr>\n<tr>\n<td>\u4f1a\u793e\u304c\u5f8c\u304b\u3089\u78ba\u8a8d\u30fb\u524a\u9664\u3067\u304d\u308b\u304b<\/td>\n<td>\u7ba1\u7406\u5916\u306e\u305f\u3081\u96e3\u3057\u3044<\/td>\n<td>\u500b\u4eba\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u306f\u5165\u529b\u5c65\u6b74\u306e\u78ba\u8a8d\u3084\u524a\u9664\u304c\u96e3\u3057\u304f\u3001\u5b66\u7fd2\u306b\u4f7f\u308f\u308c\u308b\u8a2d\u5b9a\u306e\u5834\u5408\u3082\u3042\u308b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u30b7\u30e3\u30c9\u30fcAI\u3067\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5165\u529b\u3059\u308b\u3053\u3068\u81ea\u4f53\u304c\u793e\u5916\u306e\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u60c5\u5831\u63d0\u4f9b\u306b\u306a\u308a\u307e\u3059<\/strong>\u3002\u5229\u7528\u8005\u3082\u3053\u306e\u70b9\u3092\u610f\u8b58\u3057\u3066\u3044\u307e\u3059\u3002IPA\u306e2026\u5e743\u6708\u306e\u8abf\u67fb\u3067\u306f\u3001AI\u3092\u696d\u52d9\u3067\u4f7f\u3046\u4eba\u306e53.6%\u304c\u3001\u4e0d\u9069\u5207\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u5165\u529b\u306b\u3088\u308b\u60c5\u5831\u6f0f\u3048\u3044\u3092\u61f8\u5ff5\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p style=\"font-size:13px;color:#777;margin:1em 0 0\">\u51fa\u5178: <a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.ipa.go.jp\/security\/10threats\/omgdg50000008fi8-att\/kaisetsu_2026_soshiki.pdf\">IPA\u300c\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a310\u5927\u8105\u5a01 2026\u300d\u89e3\u8aac\u66f8\uff3b\u7d44\u7e54\u7de8\uff3d<\/a>\uff0f<a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.ipa.go.jp\/security\/reports\/technicalwatch\/rcu1hd000000u4q7-att\/appendix2_AIsurvey_data.pdf\">IPA\u300cAI\u306e\u52d5\u4f5c\u30fb\u5206\u6790\u30fb\u5229\u7528\u7b49\u306e\u8aac\u660e\u306b\u95a2\u3059\u308b\u610f\u8b58\u8abf\u67fb\u300d<\/a>\uff0f<a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.tanium.jp\/newsroom\/press-releases\/bcp-report\/\">\u30bf\u30cb\u30a6\u30e0\u5408\u540c\u4f1a\u793e\u300c\u30b5\u30a4\u30d0\u30fc\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u3068\u4e8b\u696d\u7d99\u7d9a\u6027\u306e\u5b9f\u614b\u8abf\u67fb\u30ec\u30dd\u30fc\u30c8\u300d<\/a><\/p>\n<hr \/>\n<h2>\u30b7\u30e3\u30c9\u30fcAI\u304c\u751f\u307e\u308c\u308b\u80cc\u666f\u306b\u306f\u3001\u7d44\u7e54\u306e\u7ba1\u7406\u3088\u308a\u5148\u306b\u500b\u4eba\u3067\u306e\u5229\u7528\u304c\u5e83\u304c\u3063\u305f\u3053\u3068\u304c\u3042\u308b<\/h2>\n<p><img decoding=\"async\" alt=\"\u5e83\u304c\u308b\u500b\u4eba\u5229\u7528\" src=\"https:\/\/venu-sys.co.jp\/jo-sys\/wp-content\/uploads\/sites\/2\/2026\/10\/h2-2-43.png\" \/><\/p>\n<p>\u30b7\u30e3\u30c9\u30fcAI\u306f\u300c\u751f\u6210AI\u304c\u624b\u8efd\u3060\u304b\u3089\u300d\u3060\u3051\u3067\u751f\u307e\u308c\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u516c\u7684\u30c7\u30fc\u30bf\u3092\u898b\u308b\u3068\u3001\u80cc\u666f\u306f3\u3064\u306b\u6574\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>1\u3064\u76ee\u306f\u3001\u4f01\u696d\u3067\u306e\u751f\u6210AI\u306e\u4f7f\u308f\u308c\u65b9\u304c\u500b\u4eba\u5358\u4f4d\u306b\u504f\u3063\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u30022\u3064\u76ee\u306f\u3001\u500b\u4eba\u3067\u306e\u5229\u7528\u304c\u696d\u52d9\u3067\u306e\u5229\u7528\u3088\u308a\u65e9\u3044\u6642\u671f\u304b\u3089\u5e83\u304c\u3063\u3066\u3044\u305f\u3053\u3068\u3067\u3059\u30023\u3064\u76ee\u306f\u3001\u4f1a\u793e\u306e\u65b9\u91dd\u304c\u4e00\u5f8b\u306e\u7981\u6b62\u3067\u306f\u306a\u304f\u300c\u7bc4\u56f2\u3092\u6c7a\u3081\u3066\u8a8d\u3081\u308b\u300d\u65b9\u5411\u306b\u9032\u3093\u3067\u3044\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u9806\u306b\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u751f\u6210AI\u306e\u5229\u7528\u306f\u300c\u500b\u4eba\u3067\u696d\u52d9\u5229\u7528\u300d\u304c63.3%\u3067\u3001AI\u72ec\u81ea\u306e\u30ea\u30b9\u30af\u7ba1\u7406\u306f14.2%\u306b\u3068\u3069\u307e\u308b\uff082025\u5e74\u5ea6\uff09<\/h3>\n<p>\u4f01\u696d\u3067\u306e\u751f\u6210AI\u306e\u4f7f\u308f\u308c\u65b9\u306f\u3001\u7d44\u7e54\u306e\u4ed5\u7d44\u307f\u3088\u308a\u3082\u500b\u4eba\u5358\u4f4d\u306e\u5229\u7528\u304c\u4e2d\u5fc3\u3067\u3059\u3002IPA\u300cDX\u52d5\u54112026\u300d\uff082025\u5e74\u5ea6\u8abf\u67fb\uff09\u306e\u7d50\u679c\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u751f\u6210AI\u306e\u7d44\u7e54\u3067\u306e\u5229\u7528\u72b6\u6cc1\uff08\u8907\u6570\u56de\u7b54\uff09<\/th>\n<th>\u5272\u5408<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u500b\u4eba\u3067\u696d\u52d9\u5229\u7528\u3057\u3066\u3044\u308b<\/td>\n<td>63.3%<\/td>\n<\/tr>\n<tr>\n<td>\u500b\u4eba\u3084\u90e8\u7f72\u3067\u8a66\u9a13\u5229\u7528\u3057\u3066\u3044\u308b<\/td>\n<td>44.8%<\/td>\n<\/tr>\n<tr>\n<td>\u5168\u793e\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u306b\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u308b<\/td>\n<td>18.6%<\/td>\n<\/tr>\n<tr>\n<td>\u90e8\u7f72\u306e\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u306b\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u308b<\/td>\n<td>11.9%<\/td>\n<\/tr>\n<tr>\n<td>\uff08\u5225\u8a2d\u554f\uff09AI\u3084\u751f\u6210AI\u72ec\u81ea\u306e\u30ea\u30b9\u30af\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3092\u5b9f\u65bd\u3057\u3066\u3044\u308b<\/td>\n<td>14.2%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p style=\"font-size:13px;color:#777;margin:0.5em 0 1em\">\u51fa\u5178: <a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.ipa.go.jp\/digital\/chousa\/dx-trend\/rcu1hd0000017uk8-att\/dx-trend-2026.pdf\">IPA\u300cDX\u52d5\u54112026\u300d<\/a><\/p>\n<p><strong>\u500b\u4eba\u5358\u4f4d\u3067\u306e\u696d\u52d9\u5229\u7528\u304c63.3%\u3068\u6700\u3082\u591a\u304f\u3001AI\u72ec\u81ea\u306e\u30ea\u30b9\u30af\u7ba1\u7406\u3092\u5b9f\u65bd\u3057\u3066\u3044\u308b\u4f01\u696d\u306f14.2%\u3067\u3059<\/strong>\u3002\u5168\u793e\u3084\u90e8\u7f72\u306e\u4ed5\u7d44\u307f\u306b\u7d44\u307f\u8fbc\u3093\u3060\u5229\u7528\u306f\u3001\u3044\u305a\u308c\u30822\u5272\u306b\u5c4a\u3044\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n<p>\u305f\u3060\u3057\u30012\u3064\u306e\u5024\u306f\u5206\u6bcd\u304c\u9055\u3044\u307e\u3059\u3002\u5229\u7528\u72b6\u6cc1\u306e4\u884c\u306f\u3001\u751f\u6210AI\u3092\u5c0e\u5165\u30fb\u8a66\u9a13\u5229\u7528\u3057\u3066\u3044\u308b\u4f01\u696d\u304b\u3001\u5229\u7528\u306b\u5411\u3051\u3066\u691c\u8a0e\u4e2d\u306e\u4f01\u696d\u304c\u5bfe\u8c61\u3067\u3059\u3002\u30ea\u30b9\u30af\u7ba1\u7406\u306e14.2%\u306f\u3001\u751f\u6210AI\u306b\u9650\u3089\u305aAI\u5168\u822c\u3092\u5c0e\u5165\u30fb\u8a66\u9a13\u5229\u7528\u30fb\u691c\u8a0e\u4e2d\u306e\u4f01\u696d\u304c\u5bfe\u8c61\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u6570\u5024\u304b\u3089\u8aad\u307f\u53d6\u308c\u308b\u306e\u306f\u3001\u7d44\u7e54\u3068\u3057\u3066\u7ba1\u7406\u3059\u308b\u5229\u7528\u3088\u308a\u3082\u3001\u500b\u4eba\u306e\u5224\u65ad\u306b\u4efb\u3055\u308c\u305f\u5229\u7528\u306e\u65b9\u304c\u5e83\u3044\u3053\u3068\u3067\u3059\u3002\u30ea\u30b9\u30af\u7ba1\u7406\u306f\u3001\u305d\u306e\u4e00\u90e8\u306b\u3057\u304b\u53ca\u3093\u3067\u3044\u306a\u3044\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<div style=\"border:2px solid #eb6834;border-radius:8px;background:#fdf3ee;padding:14px 18px;margin:1.5em 0\">\n<p style=\"margin:0 0 8px;font-weight:700;color:#c2521f\">\u6ce8\u610f<\/p>\n<p style=\"margin:0\">63.3%\u306f\u30b7\u30e3\u30c9\u30fcAI\u306e\u5272\u5408\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u300c\u500b\u4eba\u3067\u696d\u52d9\u5229\u7528\u3057\u3066\u3044\u308b\u300d\u306b\u306f\u3001\u4f1a\u793e\u304c\u8a8d\u3081\u305f\u30c4\u30fc\u30eb\u3092\u500b\u4eba\u304c\u4f7f\u3046\u5834\u5408\u3082\u542b\u307e\u308c\u307e\u3059\u3002\u307e\u305f\u8907\u6570\u56de\u7b54\u306e\u305f\u3081\u3001\u5168\u793e\u5c0e\u5165\u6e08\u307f\u306e\u4f01\u696d\u304c\u540c\u6642\u306b\u9078\u3093\u3067\u3044\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n<h3>AI\u3092\u696d\u52d9\u3067\u4f7f\u3046\u4eba\u306e\u56de\u7b54\u3067\u306f\u3001\u500b\u4eba\u3068\u3057\u3066\u306e\u5229\u7528\u304c\u696d\u52d9\u3067\u306e\u5229\u7528\u3088\u308a\u65e9\u304f\u5e83\u304c\u3063\u3066\u3044\u305f<\/h3>\n<p>AI\u3092\u696d\u52d9\u3067\u4f7f\u3046\u4eba\u306e\u56de\u7b54\u3092\u898b\u308b\u3068\u3001\u500b\u4eba\u3068\u3057\u3066\u306e\u5229\u7528\u306f\u696d\u52d9\u3067\u306e\u5229\u7528\u3088\u308a\u65e9\u3044\u6642\u671f\u304b\u3089\u5e83\u304c\u3063\u3066\u3044\u307e\u3057\u305f\u3002IPA\u304c2026\u5e743\u6708\u306b\u3001AI\u3092\u696d\u52d9\u3067\u5229\u7528\u3059\u308b\u4eba\u3092\u5bfe\u8c61\u306b\u884c\u3063\u305f\u8abf\u67fb\u306e\u7d50\u679c\u3067\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>AI\u306e\u5229\u7528\u958b\u59cb\u6642\u671f<\/th>\n<th>\u500b\u4eba\u3068\u3057\u3066\u306e\u5229\u7528<\/th>\n<th>\u696d\u52d9\u3067\u306e\u5229\u7528<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>2022\u5e74\u4ee5\u524d\u304b\u3089\u5229\u7528<\/td>\n<td>17.6%<\/td>\n<td>10.9%<\/td>\n<\/tr>\n<tr>\n<td>2023\u5e74\u306b\u5229\u7528\u958b\u59cb<\/td>\n<td>21.8%<\/td>\n<td>19.5%<\/td>\n<\/tr>\n<tr>\n<td>2023\u5e74\u307e\u3067\u306e\u5408\u8a08\uff08\u4e0a\u306e2\u884c\u306e\u8db3\u3057\u7b97\uff09<\/td>\n<td>39.4%<\/td>\n<td>30.4%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p style=\"font-size:13px;color:#777;margin:0.5em 0 1em\">\u51fa\u5178: <a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.ipa.go.jp\/security\/reports\/technicalwatch\/rcu1hd000000u4q7-att\/appendix2_AIsurvey_data.pdf\">IPA\u300cAI\u306e\u52d5\u4f5c\u30fb\u5206\u6790\u30fb\u5229\u7528\u7b49\u306e\u8aac\u660e\u306b\u95a2\u3059\u308b\u610f\u8b58\u8abf\u67fb\u300d<\/a><\/p>\n<p><strong>2023\u5e74\u307e\u3067\u306b\u4f7f\u3044\u59cb\u3081\u3066\u3044\u305f\u5272\u5408\u306f\u3001\u500b\u4eba\u3068\u3057\u3066\u306e\u5229\u7528\u304c39.4%\u3001\u696d\u52d9\u3067\u306e\u5229\u7528\u304c30.4%\u3067\u3059<\/strong>\u3002\u5408\u8a08\u306e\u5024\u306f\u3001\u8868\u306e\u5185\u8a33\u3092\u8db3\u3057\u3066\u6c42\u3081\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u7d50\u679c\u304b\u3089\u8aad\u307f\u53d6\u308c\u308b\u306e\u306f\u3001\u500b\u4eba\u3067\u6163\u308c\u305fAI\u30b5\u30fc\u30d3\u30b9\u3092\u3001\u4f1a\u793e\u306e\u74b0\u5883\u304c\u6574\u3046\u524d\u306b\u696d\u52d9\u3078\u6301\u3061\u8fbc\u3080\u6d41\u308c\u304c\u3042\u3063\u305f\u3053\u3068\u3067\u3059\u3002\u30b7\u30e3\u30c9\u30fcAI\u304c\u751f\u307e\u308c\u308b\u7d4c\u8def\u306e1\u3064\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u300c2022\u5e74\u4ee5\u524d\u300d\u306b\u306f\u3001\u7ffb\u8a33\u3084\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306a\u3069\u751f\u6210AI\u4ee5\u5916\u306eAI\u3082\u542b\u307e\u308c\u307e\u3059\u3002\u307e\u305f\u3001\u4f1a\u793e\u306e\u8a31\u53ef\u306a\u304f\u6301\u3061\u8fbc\u3093\u3060\u304b\u3069\u3046\u304b\u307e\u3067\u306f\u3001\u3053\u306e\u30c7\u30fc\u30bf\u3067\u306f\u78ba\u8a8d\u3067\u304d\u307e\u305b\u3093\u3002\u56de\u7b54\u8005\u5168\u4f53\u306e\u5272\u5408\u3092\u6bd4\u3079\u305f\u3082\u306e\u3067\u3001\u4e00\u4eba\u3072\u3068\u308a\u304c\u500b\u4eba\u3067\u306e\u5229\u7528\u3092\u5148\u306b\u59cb\u3081\u305f\u304b\u3069\u3046\u304b\u3092\u793a\u3059\u3082\u306e\u3067\u3082\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<h3>\u751f\u6210AI\u306e\u5229\u7528\u3092\u7981\u6b62\u3059\u308b\u4f01\u696d\u306f2025\u5e74\u5ea6\u306b3.5%\u3067\u3001\u300c\u7bc4\u56f2\u3092\u6c7a\u3081\u3066\u8a8d\u3081\u308b\u300d\u65b9\u91dd\u304c\u5897\u3048\u3066\u3044\u308b<\/h3>\n<p>\u751f\u6210AI\u3092\u7981\u6b62\u3067\u9632\u3050\u4f01\u696d\u306f\u5c11\u6570\u3067\u3059\u3002\u7dcf\u52d9\u7701\u306e\u60c5\u5831\u901a\u4fe1\u767d\u66f8\u306e\u4f01\u696d\u8abf\u67fb\u3067\u3001<mark>\u751f\u6210AI\u306e\u5229\u7528\u3092\u7981\u6b62\u3057\u3066\u3044\u308b\u4f01\u696d\u306f2025\u5e74\u5ea6\u30673.5%<\/mark>\u3067\u3057\u305f\u30022024\u5e74\u5ea6\u306e4.3%\u304b\u3089\u3001\u3055\u3089\u306b\u6e1b\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\u65e5\u672c\u4f01\u696d\u306e\u751f\u6210AI\u6d3b\u7528\u65b9\u91dd\u306e\u5185\u8a33\uff082024\u5e74\u5ea6\u21922025\u5e74\u5ea6\uff09\" src=\"https:\/\/venu-sys.co.jp\/jo-sys\/wp-content\/uploads\/sites\/2\/2026\/10\/fig2-policy-trend-1.png\" \/><\/p>\n<p>\u6d3b\u7528\u65b9\u91dd\u3092\u5b9a\u3081\u305f\u4f01\u696d\u306f\u30012023\u5e74\u5ea642.7%\u30012024\u5e74\u5ea649.7%\u30012025\u5e74\u5ea668.9%\u3068\u5897\u3048\u307e\u3057\u305f\u30022023\u30fb2024\u5e74\u5ea6\u306f\u4ee4\u548c7\u5e74\u7248\u30012025\u5e74\u5ea6\u306f\u4ee4\u548c8\u5e74\u7248\u306e\u767d\u66f8\u306e\u5024\u3067\u3059\u3002<\/p>\n<p>\u5897\u3048\u305f\u4e2d\u8eab\u30922024\u5e74\u5ea6\u304b\u30892025\u5e74\u5ea6\u3067\u6bd4\u3079\u308b\u3068\u3001<strong>\u300c\u6d3b\u7528\u3059\u308b\u9818\u57df\u3092\u9650\u5b9a\u3057\u3066\u5229\u7528\u3059\u308b\u300d\u304c26.0%\u304b\u308938.8%\u306b\u5897\u3048\u3001\u6700\u3082\u591a\u3044\u65b9\u91dd\u306b\u306a\u308a\u307e\u3057\u305f<\/strong>\u3002\u300c\u7a4d\u6975\u7684\u306b\u6d3b\u7528\u3059\u308b\u300d\u306f23.7%\u304b\u308930.1%\u3001\u300c\u65b9\u91dd\u3092\u660e\u78ba\u306b\u5b9a\u3081\u3066\u3044\u306a\u3044\u300d\u306f31.8%\u304b\u308920.2%\u3067\u3059\u3002\u5185\u8a33\u306e2024\u5e74\u5ea6\u306e\u5024\u306f\u3001\u4ee4\u548c8\u5e74\u7248\u306b\u53c2\u8003\u5024\u3068\u3057\u3066\u8f09\u3063\u3066\u3044\u308b\u3082\u306e\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u63a8\u79fb\u304b\u3089\u8aad\u307f\u53d6\u308c\u308b\u306e\u306f\u3001\u65e5\u672c\u4f01\u696d\u306e\u65b9\u91dd\u304c\u300c\u7981\u6b62\u3057\u3066\u9632\u3050\u300d\u3067\u306f\u306a\u304f\u300c\u7bc4\u56f2\u3092\u6c7a\u3081\u3066\u8a8d\u3081\u308b\u300d\u3078\u5411\u304b\u3063\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u3046\u306a\u308b\u3068\u3001\u8a8d\u3081\u305f\u7bc4\u56f2\u306e\u5916\u3067\u306e\u5229\u7528\u3092\u3069\u3046\u898b\u3064\u3051\u308b\u304b\u304c\u3001\u65b9\u91dd\u3092\u6c7a\u3081\u305f\u5f8c\u306e\u8ab2\u984c\u3068\u3057\u3066\u6b8b\u308a\u307e\u3059\u3002<\/p>\n<p style=\"font-size:13px;color:#777;margin:1em 0 0\">\u51fa\u5178: <a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.ipa.go.jp\/digital\/chousa\/dx-trend\/rcu1hd0000017uk8-att\/dx-trend-2026.pdf\">IPA\u300cDX\u52d5\u54112026\u300d<\/a>\uff0f<a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.ipa.go.jp\/security\/reports\/technicalwatch\/rcu1hd000000u4q7-att\/appendix2_AIsurvey_data.pdf\">IPA\u300cAI\u306e\u52d5\u4f5c\u30fb\u5206\u6790\u30fb\u5229\u7528\u7b49\u306e\u8aac\u660e\u306b\u95a2\u3059\u308b\u610f\u8b58\u8abf\u67fb\u300d<\/a>\uff0f<a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.soumu.go.jp\/johotsusintokei\/whitepaper\/ja\/r07\/pdf\/n1120000.pdf\">\u7dcf\u52d9\u7701\u300c\u4ee4\u548c7\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300d<\/a>\uff0f<a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.soumu.go.jp\/johotsusintokei\/whitepaper\/ja\/r08\/pdf\/n1210000.pdf\">\u7dcf\u52d9\u7701\u300c\u4ee4\u548c8\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300d<\/a><\/p>\n<hr \/>\n<h2>\u65e5\u672c\u4f01\u696d\u306e\u751f\u6210AI\u5bfe\u7b56\u306f\u3001\u30eb\u30fc\u30eb\u3065\u304f\u308a\u3088\u308a\u904b\u7528\u30fb\u691c\u77e5\u306e\u6bb5\u968e\u3067\u9045\u308c\u3066\u3044\u308b<\/h2>\n<p><img decoding=\"async\" alt=\"\u904b\u7528\u30fb\u691c\u77e5\u306e\u9045\u308c\" src=\"https:\/\/venu-sys.co.jp\/jo-sys\/wp-content\/uploads\/sites\/2\/2026\/10\/h2-3-43.png\" \/><\/p>\n<p>\u65e5\u672c\u4f01\u696d\u306e\u751f\u6210AI\u5bfe\u7b56\u306f\u3001\u30eb\u30fc\u30eb\u3092\u4f5c\u308b\u6bb5\u968e\u3088\u308a\u3082\u3001\u5b88\u3089\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\u6bb5\u968e\u3067\u9045\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u7dcf\u52d9\u7701\u300c\u4ee4\u548c8\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300d\u306e\u4f01\u696d\u8abf\u67fb\uff082025\u5e74\u5ea6\u3001\u65e5\u672c\u30fb\u7c73\u56fd\u30fb\u30c9\u30a4\u30c4\u30fb\u4e2d\u56fd\uff09\u3092\u4f7f\u3063\u3066\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<p>\u30b7\u30e3\u30c9\u30fcAI\u306f\u3001\u30eb\u30fc\u30eb\u306e\u5916\u3067\u4f7f\u308f\u308c\u308b\u3082\u306e\u3067\u3059\u3002\u305d\u306e\u305f\u3081<strong>\u30eb\u30fc\u30eb\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3088\u308a\u3001\u5b88\u3089\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\u4eba\u3068\u4ed5\u7d44\u307f\u304c\u3042\u308b\u304b\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059<\/strong>\u3002\u65e5\u672c\u5168\u4f53\u306e\u72b6\u6cc1\u30014\u304b\u56fd\u6bd4\u8f03\u3001\u300c\u5bfe\u7b56\u306a\u3057\u300d\u306e\u5272\u5408\u3001\u4f01\u696d\u898f\u6a21\u5225\u306e\u9806\u306b\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<div style=\"border:2px solid #2d4f8f;border-radius:8px;background:#f2f5fb;padding:14px 18px;margin:1.5em 0\">\n<p style=\"margin:0 0 8px;font-weight:700;color:#2d4f8f\">\u30dd\u30a4\u30f3\u30c8<\/p>\n<ul style=\"margin:0;padding-left:20px\">\n<li>\u7ba1\u7406\u304c\u5177\u4f53\u7684\u30fb\u6280\u8853\u7684\u306b\u306a\u308b\u307b\u3069\u3001\u5b9f\u65bd\u3057\u3066\u3044\u308b\u4f01\u696d\u306e\u5272\u5408\u306f\u4e0b\u304c\u308a\u307e\u3059<\/li>\n<li>\u5168\u793e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u6574\u5099\u7387\u306f4\u304b\u56fd\u30672\u4f4d\u3067\u3059\u304c\u3001\u8cac\u4efb\u8005\u30fb\u5be9\u67fb\u30fb\u8a55\u4fa1\u30fb\u691c\u77e5\u306f4\u304b\u56fd\u3067\u6700\u3082\u4f4e\u3044\u6c34\u6e96\u3067\u3059<\/li>\n<li>\u4e2d\u5c0f\u4f01\u696d\u306f\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3084\u691c\u77e5\u30c4\u30fc\u30eb\u3067\u3001\u5927\u4f01\u696d\u3068\u306e\u5dee\u304c\u6b8b\u3063\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n<\/div>\n<h3>\u696d\u52d9\u5229\u7528\u306f86.4%\u3060\u304c\u3001AI\u30ac\u30d0\u30ca\u30f3\u30b9\u30c4\u30fc\u30eb\u3067\u30ea\u30b9\u30af\u3092\u691c\u77e5\u3057\u3066\u3044\u308b\u4f01\u696d\u306f10.4%\uff082025\u5e74\u5ea6\uff09<\/h3>\n<p>\u65e5\u672c\u4f01\u696d\u3067\u306f\u3001\u751f\u6210AI\u306e\u5229\u7528\u306f\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u4f7f\u308f\u308c\u65b9\u3092\u30b7\u30b9\u30c6\u30e0\u3067\u628a\u63e1\u3057\u3066\u3044\u308b\u4f01\u696d\u306f\u5c11\u6570\u3067\u3059\u30022025\u5e74\u5ea6\u306e\u8abf\u67fb\u3067\u3001\u4f55\u3089\u304b\u306e\u696d\u52d9\u3067\u751f\u6210AI\u3092\u4f7f\u3063\u3066\u3044\u308b\u4f01\u696d\u306f86.4%\u3001\u6d3b\u7528\u65b9\u91dd\u3092\u5b9a\u3081\u3066\u3044\u308b\u4f01\u696d\u306f68.9%\u3067\u3057\u305f\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\u65e5\u672c\u4f01\u696d\u306e\u751f\u6210AI\u30ea\u30b9\u30af\u5bfe\u7b56\u306e\u5b9f\u65bd\u72b6\u6cc1\uff082025\u5e74\u5ea6\uff09\" src=\"https:\/\/venu-sys.co.jp\/jo-sys\/wp-content\/uploads\/sites\/2\/2026\/10\/fig1-risk-measures.png\" \/><\/p>\n<p>\u4e00\u65b9\u3001\u30ea\u30b9\u30af\u5bfe\u7b56\u3067\u6700\u3082\u591a\u3044\u306e\u306f\u300c\u5168\u793e\u7684\u306a\u6307\u91dd\u3084\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u6574\u5099\u300d\u306741.1%\u3067\u3059\u3002\u300c\u63a8\u9032\u3059\u308b\u90e8\u7f72\u3084\u8cac\u4efb\u8005\u304c\u660e\u78ba\u300d\u306f35.9%\u3001\u300c\u5c0e\u5165\u5f8c\u306e\u5b9a\u671f\u7684\u306a\u8a55\u4fa1\u30fb\u691c\u8a3c\u300d\u306f29.1%\u3067\u3057\u305f\u3002\u300c\u5c0e\u5165\u6bb5\u968e\u3067\u5c02\u9580\u7684\u306b\u5be9\u67fb\u3059\u308b\u4f53\u5236\u300d\u306f26.1%\u3001\u300c\u5165\u529b\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u306b\u4f7f\u308f\u305b\u306a\u3044\u4ed5\u7d44\u307f\u300d\u306f19.9%\u3067\u3059\u3002<\/p>\n<p><strong>\u300cAI\u30ac\u30d0\u30ca\u30f3\u30b9\u30c4\u30fc\u30eb\u3067\u30ea\u30b9\u30af\u3092\u691c\u77e5\u30fb\u9632\u5fa1\u3057\u3066\u3044\u308b\u300d\u4f01\u696d\u306f10.4%\u306b\u3068\u3069\u307e\u308a\u307e\u3057\u305f<\/strong>\u3002\u300c\u7279\u306b\u65bd\u7b56\u306f\u306a\u3044\u30fb\u628a\u63e1\u3057\u3066\u3044\u306a\u3044\u300d\u306f16.3%\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u4e26\u3073\u304b\u3089\u8aad\u307f\u53d6\u308c\u308b\u306e\u306f\u3001\u7ba1\u7406\u304c\u5177\u4f53\u7684\u30fb\u6280\u8853\u7684\u306b\u306a\u308b\u307b\u3069\u5b9f\u65bd\u7387\u304c\u4e0b\u304c\u308b\u3053\u3068\u3067\u3059\u3002\u591a\u304f\u306e\u4f01\u696d\u3067\u306f\u3001\u4f7f\u308f\u308c\u65b9\u3092\u628a\u63e1\u3059\u308b\u624b\u6bb5\u304c\u306a\u3044\u307e\u307e\u5229\u7528\u304c\u5e83\u304c\u3063\u3066\u3044\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002\u30b7\u30e3\u30c9\u30fcAI\u306e\u571f\u53f0\u306f\u3001\u3053\u306e\u300c\u4f7f\u308f\u308c\u3066\u3044\u308b\u306e\u306b\u898b\u3048\u3066\u3044\u306a\u3044\u300d\u72b6\u614b\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u306a\u304a\u3001\u696d\u52d9\u5229\u7528\u7387\u3068\u65b9\u91dd\u306e\u7b56\u5b9a\u7387\u306f\u3001\u30ea\u30b9\u30af\u5bfe\u7b56\u3068\u306f\u5225\u306e\u8a2d\u554f\u3067\u3059\u3002\u696d\u52d9\u5229\u7528\u7387\u306e86.4%\u306f\u3001\u6d3b\u7528\u65b9\u91dd\u306e\u8a2d\u554f\u3067\u300c\u308f\u304b\u3089\u306a\u3044\u300d\u3068\u7b54\u3048\u305f\u4eba\u3092\u9664\u3044\u3066\u96c6\u8a08\u3057\u305f\u5024\u3067\u3059\u3002\u307e\u305f\u3001\u30d7\u30ed\u30ad\u30b7\u306a\u3069\u65e2\u5b58\u306e\u4ed5\u7d44\u307f\u3067\u751f\u6210AI\u306e\u901a\u4fe1\u3092\u628a\u63e1\u3057\u3066\u3044\u308b\u4f01\u696d\u306f\u300110.4%\u306b\u5165\u3063\u3066\u3044\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>\u5168\u793e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u6574\u5099\u7387\u306f4\u304b\u56fd\u4e2d2\u4f4d\uff08\u72ec\u4e2d\u3068\u540c\u6c34\u6e96\uff09\u3060\u304c\u3001\u8cac\u4efb\u8005\u30fb\u5be9\u67fb\u30fb\u8a55\u4fa1\u30fb\u691c\u77e5\u306e4\u9805\u76ee\u306f4\u304b\u56fd\u3067\u6700\u3082\u4f4e\u3044<\/h3>\n<p>\u65e5\u672c\u306e\u5f31\u70b9\u306f\u3001\u30eb\u30fc\u30eb\u306e\u6587\u66f8\u5316\u3067\u306f\u306a\u304f\u3001\u30eb\u30fc\u30eb\u3092\u904b\u7528\u3059\u308b\u6bb5\u968e\u306b\u3042\u308a\u307e\u3059\u30022025\u5e74\u5ea6\u306e4\u304b\u56fd\u6bd4\u8f03\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\u751f\u6210AI\u306e\u30ea\u30b9\u30af\u5bfe\u7b56\u306e4\u304b\u56fd\u6bd4\u8f03\uff082025\u5e74\u5ea6\uff09\" src=\"https:\/\/venu-sys.co.jp\/jo-sys\/wp-content\/uploads\/sites\/2\/2026\/10\/fig3-country-comparison.png\" \/><\/p>\n<table>\n<thead>\n<tr>\n<th>\u751f\u6210AI\u306e\u30ea\u30b9\u30af\u5bfe\u7b56\uff082025\u5e74\u5ea6\uff09<\/th>\n<th><strong>\u65e5\u672c<\/strong><\/th>\n<th>\u7c73\u56fd<\/th>\n<th>\u30c9\u30a4\u30c4<\/th>\n<th>\u4e2d\u56fd<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5168\u793e\u7684\u306a\u6307\u91dd\u30fb\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u6574\u5099<\/td>\n<td>41.1%<\/td>\n<td>50.4%<\/td>\n<td>39.6%<\/td>\n<td>40.3%<\/td>\n<\/tr>\n<tr>\n<td>\u63a8\u9032\u3059\u308b\u90e8\u7f72\u30fb\u8cac\u4efb\u8005\u304c\u660e\u78ba<\/td>\n<td>35.9%<\/td>\n<td>44.9%<\/td>\n<td>49.6%<\/td>\n<td>58.4%<\/td>\n<\/tr>\n<tr>\n<td>\u5c0e\u5165\u6bb5\u968e\u3067\u5c02\u9580\u7684\u306b\u5be9\u67fb\u3059\u308b\u4f53\u5236<\/td>\n<td>26.1%<\/td>\n<td>52.5%<\/td>\n<td>38.1%<\/td>\n<td>59.0%<\/td>\n<\/tr>\n<tr>\n<td>\u5c0e\u5165\u5f8c\u306b\u5b9a\u671f\u7684\u306a\u8a55\u4fa1\u30fb\u691c\u8a3c<\/td>\n<td>29.1%<\/td>\n<td>45.7%<\/td>\n<td>42.2%<\/td>\n<td>51.9%<\/td>\n<\/tr>\n<tr>\n<td>AI\u30ac\u30d0\u30ca\u30f3\u30b9\u30c4\u30fc\u30eb\u3067\u30ea\u30b9\u30af\u691c\u77e5\u30fb\u9632\u5fa1<\/td>\n<td>10.4%<\/td>\n<td>19.9%<\/td>\n<td>20.7%<\/td>\n<td>31.4%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p style=\"font-size:13px;color:#777;margin:0.5em 0 1em\">\u51fa\u5178: <a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.soumu.go.jp\/johotsusintokei\/whitepaper\/ja\/r08\/pdf\/n1210000.pdf\">\u7dcf\u52d9\u7701\u300c\u4ee4\u548c8\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300d<\/a>\uff08\u8907\u6570\u56de\u7b54\uff09<\/p>\n<p>\u5168\u793e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3067\u306f\u3001\u65e5\u672c\u306f\u30c9\u30a4\u30c4\u3068\u4e2d\u56fd\u3092\u4e0a\u56de\u308a\u3001\u7c73\u56fd\u306b\u6b21\u30502\u4f4d\u3067\u3059\u3002\u3068\u3053\u308d\u304c<mark>\u8cac\u4efb\u8005\u30fb\u5c0e\u5165\u6642\u306e\u5be9\u67fb\u30fb\u5c0e\u5165\u5f8c\u306e\u8a55\u4fa1\u30fb\u30c4\u30fc\u30eb\u3067\u306e\u691c\u77e5\u306e4\u9805\u76ee\u306f\u3001\u65e5\u672c\u304c4\u304b\u56fd\u3067\u6700\u3082\u4f4e\u3044<\/mark>\u7d50\u679c\u3067\u3057\u305f\u3002<\/p>\n<p>\u3053\u306e\u5dee\u304b\u3089\u8aad\u307f\u53d6\u308c\u308b\u306e\u306f\u3001\u30eb\u30fc\u30eb\u306f\u6587\u66f8\u3068\u3057\u3066\u5b58\u5728\u3057\u3066\u3082\u3001\u5b88\u3089\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\u4eba\u3068\u4ed5\u7d44\u307f\u304c\u5f31\u3044\u3053\u3068\u3067\u3059\u3002\u30eb\u30fc\u30eb\u306e\u5916\u3067\u4f7f\u308f\u308c\u308b\u30b7\u30e3\u30c9\u30fcAI\u3092\u898b\u3064\u3051\u306b\u304f\u3044\u69cb\u9020\u3068\u91cd\u306a\u308a\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u56fd\u3054\u3068\u306e\u56de\u7b54\u8005\u306e\u69cb\u6210\u304c\u540c\u3058\u304b\u3069\u3046\u304b\u306f\u78ba\u8a8d\u3067\u304d\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n<h3>\u751f\u6210AI\u306e\u5bfe\u7b56\u3092\u300c\u7279\u306b\u3057\u3066\u3044\u306a\u3044\u30fb\u628a\u63e1\u3057\u3066\u3044\u306a\u3044\u300d\u4f01\u696d\u306f\u65e5\u672c16.3%\u3001\u7c73\u72ec\u4e2d\u306f1.0\u301c2.2%\uff082025\u5e74\u5ea6\uff09<\/h3>\n<p>4\u304b\u56fd\u306e\u5dee\u306f\u3001\u751f\u6210AI\u3092\u4f7f\u3063\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3088\u308a\u3001\u7ba1\u7406\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3067\u5927\u304d\u304f\u958b\u3044\u3066\u3044\u307e\u3059\u30022025\u5e74\u5ea6\u306e2\u3064\u306e\u6307\u6a19\u3092\u4e26\u3079\u3066\u307f\u307e\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u56fd\uff082025\u5e74\u5ea6\uff09<\/th>\n<th>\u4f55\u3089\u304b\u306e\u696d\u52d9\u3067\u751f\u6210AI\u3092\u5229\u7528<\/th>\n<th>\u30ea\u30b9\u30af\u5bfe\u7b56\u306f\u7279\u306b\u7121\u3044\u30fb\u628a\u63e1\u3057\u3066\u3044\u306a\u3044<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u65e5\u672c<\/td>\n<td>86.4%<\/td>\n<td>16.3%<\/td>\n<\/tr>\n<tr>\n<td>\u7c73\u56fd<\/td>\n<td>90.9%<\/td>\n<td>1.8%<\/td>\n<\/tr>\n<tr>\n<td>\u30c9\u30a4\u30c4<\/td>\n<td>91.6%<\/td>\n<td>2.2%<\/td>\n<\/tr>\n<tr>\n<td>\u4e2d\u56fd<\/td>\n<td>98.1%<\/td>\n<td>1.0%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p style=\"font-size:13px;color:#777;margin:0.5em 0 1em\">\u51fa\u5178: <a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.soumu.go.jp\/johotsusintokei\/whitepaper\/ja\/r08\/pdf\/n1210000.pdf\">\u7dcf\u52d9\u7701\u300c\u4ee4\u548c8\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300d<\/a>\uff082\u3064\u306e\u6307\u6a19\u306f\u5225\u306e\u8a2d\u554f\uff09<\/p>\n<p>\u696d\u52d9\u3067\u306e\u5229\u7528\u7387\u306f\u3001\u65e5\u672c\u3068\u7c73\u56fd\u30fb\u30c9\u30a4\u30c4\u306e\u5dee\u304c5\u30dd\u30a4\u30f3\u30c8\u524d\u5f8c\u3067\u3059\u3002\u4e00\u65b9\u3001<strong>\u300c\u7279\u306b\u65bd\u7b56\u306f\u306a\u3044\u30fb\u628a\u63e1\u3057\u3066\u3044\u306a\u3044\u300d\u306f\u65e5\u672c\u304c16.3%\u3067\u3001\u307b\u304b\u306e3\u304b\u56fd\u306f1.0\u301c2.2%\u3067\u3057\u305f<\/strong>\u3002<\/p>\n<p>\u3053\u306e\u6bd4\u8f03\u304b\u3089\u8aad\u307f\u53d6\u308c\u308b\u306e\u306f\u3001\u65e5\u672c\u3067\u306f\u30b7\u30e3\u30c9\u30fcAI\u306e\u554f\u984c\u304c\u8868\u306b\u51fa\u3084\u3059\u3044\u6761\u4ef6\u304c\u305d\u308d\u3063\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002\u4f7f\u3063\u3066\u3044\u308b\u5272\u5408\u306f\u7c73\u56fd\u30fb\u30c9\u30a4\u30c4\u3068\u5927\u304d\u304f\u5909\u308f\u3089\u306a\u3044\uff08\u4e2d\u56fd\u3068\u306f11.7\u30dd\u30a4\u30f3\u30c8\u5dee\uff09\u306e\u306b\u3001\u7ba1\u7406\u306e\u9762\u3067\u5dee\u304c\u958b\u3044\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u3053\u306e\u9078\u629e\u80a2\u306b\u306f\u300c\u628a\u63e1\u3057\u3066\u3044\u306a\u3044\u300d\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u5bfe\u7b56\u306f\u3042\u3063\u3066\u3082\u3001\u56de\u7b54\u8005\u304c\u81ea\u793e\u306e\u5bfe\u7b56\u3092\u77e5\u3089\u306a\u3044\u3060\u3051\u306e\u30b1\u30fc\u30b9\u3082\u5165\u3063\u3066\u3044\u308b\u70b9\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>\u4e2d\u5c0f\u4f01\u696d\u306f\u5168\u793e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f329.1%\u30fb\u691c\u77e5\u30c4\u30fc\u30eb6.3%\u3067\u3001\u5927\u4f01\u696d\u3068\u306e\u5dee\u304c\u6b8b\u3063\u3066\u3044\u308b\uff082025\u5e74\u5ea6\uff09<\/h3>\n<p>\u4e2d\u5c0f\u4f01\u696d\u306f\u6d3b\u7528\u65b9\u91dd\u306e\u7b56\u5b9a\u3067\u306f\u5927\u4f01\u696d\u306b\u8ffd\u3044\u3064\u304d\u3064\u3064\u3042\u308a\u307e\u3059\u304c\u3001\u5177\u4f53\u7684\u306a\u5bfe\u7b56\u3067\u306f\u307e\u3060\u5dee\u304c\u3042\u308a\u307e\u3059\u3002\u3072\u3068\u308a\u60c5\u30b7\u30b9\u306e\u65b9\u306f\u3001\u81ea\u793e\u3068\u6bd4\u3079\u306a\u304c\u3089\u898b\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\u751f\u6210AI\u30ea\u30b9\u30af\u5bfe\u7b56\u306e\u4f01\u696d\u898f\u6a21\u5225\u6bd4\u8f03\uff082025\u5e74\u5ea6\uff09\" src=\"https:\/\/venu-sys.co.jp\/jo-sys\/wp-content\/uploads\/sites\/2\/2026\/10\/fig4-company-size.png\" \/><\/p>\n<table>\n<thead>\n<tr>\n<th>\u9805\u76ee<\/th>\n<th>\u5927\u4f01\u696d<\/th>\n<th>\u4e2d\u5c0f\u4f01\u696d<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6d3b\u7528\u65b9\u91dd\u306e\u7b56\u5b9a\u7387\uff082024\u5e74\u5ea6\u3001\u5185\u8a332\u9805\u76ee\u306e\u5408\u8a08\uff09<\/td>\n<td>55.7%<\/td>\n<td>34.3%<\/td>\n<\/tr>\n<tr>\n<td>\u6d3b\u7528\u65b9\u91dd\u306e\u7b56\u5b9a\u7387\uff082025\u5e74\u5ea6\uff09<\/td>\n<td>74.0%<\/td>\n<td>58.1%<\/td>\n<\/tr>\n<tr>\n<td>\u5229\u7528\u3092\u7981\u6b62\uff082024\u5e74\u5ea6\uff09<\/td>\n<td>5.4%<\/td>\n<td>1.4%<\/td>\n<\/tr>\n<tr>\n<td>\u5168\u793e\u7684\u306a\u6307\u91dd\u30fb\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u6574\u5099\uff082025\u5e74\u5ea6\uff09<\/td>\n<td>44.9%<\/td>\n<td>29.1%<\/td>\n<\/tr>\n<tr>\n<td>\u63a8\u9032\u3059\u308b\u90e8\u7f72\u30fb\u8cac\u4efb\u8005\u304c\u660e\u78ba\uff082025\u5e74\u5ea6\uff09<\/td>\n<td>36.0%<\/td>\n<td>35.4%<\/td>\n<\/tr>\n<tr>\n<td>AI\u30ac\u30d0\u30ca\u30f3\u30b9\u30c4\u30fc\u30eb\u3067\u30ea\u30b9\u30af\u691c\u77e5\u30fb\u9632\u5fa1\uff082025\u5e74\u5ea6\uff09<\/td>\n<td>11.7%<\/td>\n<td>6.3%<\/td>\n<\/tr>\n<tr>\n<td>\u7279\u306b\u65bd\u7b56\u306f\u306a\u3044\u30fb\u628a\u63e1\u3057\u3066\u3044\u306a\u3044\uff082025\u5e74\u5ea6\uff09<\/td>\n<td>13.8%<\/td>\n<td>24.1%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p style=\"font-size:13px;color:#777;margin:0.5em 0 1em\">\u51fa\u5178: <a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.soumu.go.jp\/johotsusintokei\/whitepaper\/ja\/r08\/pdf\/n1210000.pdf\">\u7dcf\u52d9\u7701\u300c\u4ee4\u548c8\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300d<\/a>\uff082024\u5e74\u5ea6\u306e\u7b56\u5b9a\u7387\u306f\u300c\u7a4d\u6975\u7684\u306b\u6d3b\u7528\u300d\u3068\u300c\u9818\u57df\u3092\u9650\u5b9a\u3057\u3066\u5229\u7528\u300d\u306e\u5408\u8a08\uff09<\/p>\n<p><strong>\u4e2d\u5c0f\u4f01\u696d\u306f\u3001\u5168\u793e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u304c29.1%\u3001AI\u30ac\u30d0\u30ca\u30f3\u30b9\u30c4\u30fc\u30eb\u304c6.3%\u3067\u3001\u5927\u4f01\u696d\u3092\u4e0b\u56de\u3063\u3066\u3044\u307e\u3059<\/strong>\u3002\u4e00\u65b9\u3001\u63a8\u9032\u8cac\u4efb\u8005\u306e\u660e\u78ba\u5316\u306f36.0%\u306835.4%\u3067\u307b\u307c\u540c\u3058\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u7d50\u679c\u304b\u3089\u8aad\u307f\u53d6\u308c\u308b\u306e\u306f\u3001\u65b9\u91dd\u306f\u5148\u306b\u6c7a\u307e\u3063\u305f\u3082\u306e\u306e\u3001\u305d\u306e\u5148\u3067\u6b62\u307e\u3063\u3066\u3044\u308b\u4e2d\u5c0f\u4f01\u696d\u304c\u591a\u3044\u53ef\u80fd\u6027\u3067\u3059\u3002\u5177\u4f53\u7684\u306a\u30eb\u30fc\u30eb\u3084\u76e3\u8996\u306e\u4ed5\u7d44\u307f\u306b\u843d\u3068\u3057\u8fbc\u3080\u6bb5\u968e\u3067\u3059\u3002<\/p>\n<p>\u8cac\u4efb\u8005\u306b\u5dee\u304c\u7121\u3044\u306e\u306f\u3001\u7d4c\u55b6\u8005\u3084\u60c5\u30b7\u30b9\u62c5\u5f53\u8005\u304c\u81ea\u7136\u306b\u517c\u306d\u3066\u3044\u308b\u305f\u3081\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u305f\u3060\u3057\u3001\u3053\u308c\u306f\u4eee\u8aac\u3067\u30c7\u30fc\u30bf\u306e\u88cf\u4ed8\u3051\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p style=\"font-size:13px;color:#777;margin:1em 0 0\">\u51fa\u5178: <a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.soumu.go.jp\/johotsusintokei\/whitepaper\/ja\/r08\/pdf\/n1210000.pdf\">\u7dcf\u52d9\u7701\u300c\u4ee4\u548c8\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300d<\/a><\/p>\n<hr \/>\n<h2>\u30b7\u30e3\u30c9\u30fcAI\u306e\u4e3b\u306a\u30ea\u30b9\u30af\u306f\u3001\u5165\u529b\u3057\u305f\u60c5\u5831\u304c\u4f1a\u793e\u306e\u7ba1\u7406\u306e\u5916\u306b\u51fa\u308b\u3053\u3068<\/h2>\n<p><img decoding=\"async\" alt=\"\u60c5\u5831\u6f0f\u3048\u3044\u30ea\u30b9\u30af\" src=\"https:\/\/venu-sys.co.jp\/jo-sys\/wp-content\/uploads\/sites\/2\/2026\/10\/h2-4-44.png\" \/><\/p>\n<p>\u30b7\u30e3\u30c9\u30fcAI\u306e\u30ea\u30b9\u30af\u306f\u3001\u60c5\u5831\u304c\u4f1a\u793e\u306e\u7ba1\u7406\u306e\u5916\u306b\u51fa\u308b\u3053\u3068\u306b\u96c6\u7d04\u3055\u308c\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u5229\u7528\u8005\u81ea\u8eab\u3082\u4e0d\u5b89\u3092\u62b1\u3048\u305f\u307e\u307e\u4f7f\u3063\u3066\u3044\u308b\u3068\u3044\u3046\u70b9\u3082\u898b\u9003\u305b\u307e\u305b\u3093\u3002\u3053\u306e\u7ae0\u3067\u306f\u3001\u3053\u306e2\u70b9\u306b\u7d5e\u3063\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<p>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3084\u8457\u4f5c\u6a29\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u306a\u3069\u3001\u751f\u6210AI\u5168\u822c\u306e\u30ea\u30b9\u30af\u306f<a href=\"https:\/\/venu-sys.co.jp\/jo-sys\/8990\/\">\u751f\u6210AI\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af<\/a>\u306e\u8a18\u4e8b\u3067\u6574\u7406\u3057\u3066\u3044\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u78ba\u8a8d\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>AI\u3092\u696d\u52d9\u3067\u4f7f\u3046\u4eba\u306e53.6%\u304c\u3001\u4e0d\u9069\u5207\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u5165\u529b\u306b\u3088\u308b\u60c5\u5831\u6f0f\u3048\u3044\u3092\u61f8\u5ff5\u3057\u3066\u3044\u308b\uff082026\u5e743\u6708\uff09<\/h3>\n<p>\u60c5\u5831\u6f0f\u3048\u3044\u306f\u3001AI\u3092\u696d\u52d9\u3067\u4f7f\u3046\u672c\u4eba\u305f\u3061\u304c\u6700\u3082\u6c17\u306b\u3057\u3066\u3044\u308b\u30ea\u30b9\u30af\u306e1\u3064\u3067\u3059\u3002IPA\u306e2026\u5e743\u6708\u306e\u8abf\u67fb\u3067\u306f\u3001<strong>AI\u3092\u696d\u52d9\u3067\u4f7f\u3046\u4eba\u306e53.6%\u304c\u300c\u4e0d\u9069\u5207\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u5165\u529b\u306a\u3069\u306b\u3088\u308b\u60c5\u5831\u6f0f\u3048\u3044\u300d\u306e\u61f8\u5ff5\u304c\u5927\u304d\u3044\u3068\u7b54\u3048\u307e\u3057\u305f<\/strong>\u3002<\/p>\n<p>\u4f1a\u793e\u304c\u7ba1\u7406\u3057\u3066\u3044\u306a\u3044\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u306f\u3001\u6f0f\u3048\u3044\u306b\u3064\u306a\u304c\u308b\u6b21\u306e\u3088\u3046\u306a\u72b6\u614b\u304c\u8d77\u304d\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u5165\u529b\u3057\u305f\u5185\u5bb9\u3084\u5c65\u6b74\u3092\u3001\u4f1a\u793e\u304c\u78ba\u8a8d\u3067\u304d\u306a\u3044<\/li>\n<li>\u9000\u8077\u3084\u7570\u52d5\u306e\u5f8c\u3082\u3001\u5165\u529b\u3057\u305f\u30c7\u30fc\u30bf\u304c\u500b\u4eba\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u6b8b\u308a\u7d9a\u3051\u308b<\/li>\n<li>\u5165\u529b\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u306b\u4f7f\u3046\u8a2d\u5b9a\u306e\u307e\u307e\u3001\u696d\u52d9\u306e\u60c5\u5831\u304c\u5165\u529b\u3055\u308c\u308b<\/li>\n<\/ul>\n<p>\u4e00\u65b9\u3001\u7dcf\u52d9\u7701\u306e2025\u5e74\u5ea6\u306e\u500b\u4eba\u8abf\u67fb\u3082\u898b\u3066\u307f\u307e\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u751f\u6210AI\u3092\u4f7f\u308f\u306a\u3044\u7406\u7531\u306b\u300c\u60c5\u5831\u6f0f\u3048\u3044\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3078\u306e\u4e0d\u5b89\u300d\u3092\u6319\u3052\u305f\u4eba\u306f10.4%\u3067\u3057\u305f\u3002\u3053\u3061\u3089\u306f\u30c6\u30ad\u30b9\u30c8\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u3063\u305f\u3053\u3068\u304c\u306a\u3044\u500b\u4eba\u304c\u5bfe\u8c61\u3067\u3001IPA\u306e\u8abf\u67fb\u3068\u306f\u6bcd\u96c6\u56e3\u304c\u9055\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e2\u3064\u306e\u8abf\u67fb\u304b\u3089\u8aad\u307f\u53d6\u308c\u308b\u306e\u306f\u3001\u6f0f\u3048\u3044\u3078\u306e\u4e0d\u5b89\u304c\u3042\u3063\u3066\u3082\u3001\u305d\u308c\u304c\u751f\u6210AI\u3092\u4f7f\u308f\u306a\u3044\u7406\u7531\u3068\u3057\u3066\u6319\u304c\u308b\u3053\u3068\u306f\u5c11\u306a\u3044\u3068\u3044\u3046\u70b9\u3067\u3059\u3002\u305f\u3060\u3057\u30012\u3064\u306e\u8abf\u67fb\u306f\u5bfe\u8c61\u8005\u304c\u9055\u3044\u3001\u540c\u3058\u4eba\u306e\u884c\u52d5\u3092\u8ffd\u3063\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30b7\u30e3\u30c9\u30fcAI\u5bfe\u7b56\u306f\u3001\u4e0d\u5b89\u3092\u62b1\u3048\u305f\u307e\u307e\u4f7f\u308f\u308c\u308b\u3053\u3068\u3092\u524d\u63d0\u306b\u8003\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>\u5229\u7528\u8005\u306e42.9%\u304c\u500b\u4eba\u5229\u7528\u306eAI\u306b\u3088\u308b\u30ac\u30d0\u30ca\u30f3\u30b9\u4e0d\u5099\u3092\u4e0d\u5b89\u306b\u611f\u3058\u300132.2%\u306f\u8077\u5834\u3067\u751f\u6210AI\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u304c\u4fdd\u305f\u308c\u3066\u3044\u308b\u304b\u306e\u8aac\u660e\u3092\u6c42\u3081\u305f\u308a\u6c42\u3081\u3089\u308c\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u306a\u3044<\/h3>\n<p>\u30b7\u30e3\u30c9\u30fcAI\u306f\u3001\u4f1a\u793e\u3060\u3051\u304c\u56f0\u3063\u3066\u3044\u308b\u554f\u984c\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002IPA\u306e2026\u5e743\u6708\u306e\u8abf\u67fb\u3067\u3001AI\u3092\u696d\u52d9\u3067\u4f7f\u3046\u4eba\u306e\u56de\u7b54\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u8a2d\u554f\u3068\u56de\u7b54<\/th>\n<th>\u5272\u5408<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u300c\u500b\u4eba\u5229\u7528\u306eAI\u3067\u696d\u52d9\u3092\u3084\u308b\u3001\u7b49\u306e\u30ac\u30d0\u30ca\u30f3\u30b9\u4e0d\u5099\u304c\u4e0d\u5b89\u3060\u300d\u306b\u3042\u3066\u306f\u307e\u308b<\/td>\n<td>42.9%<\/td>\n<\/tr>\n<tr>\n<td>\u300c\u7d44\u7e54\u306eAI\u5229\u7528\u30eb\u30fc\u30eb\u3084\u7ba1\u7406\u4f53\u5236\u304c\u6574\u5099\u3067\u304d\u3066\u3044\u306a\u3044\u300d\u306b\u3042\u3066\u306f\u307e\u308b<\/td>\n<td>42.5%<\/td>\n<\/tr>\n<tr>\n<td>\u8077\u5834\u3067\u751f\u6210AI\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u304c\u4fdd\u305f\u308c\u3066\u3044\u308b\u304b\u306e\u8aac\u660e\u3092\u6c42\u3081\u305f\u30fb\u6c42\u3081\u3089\u308c\u305f\u3053\u3068\u304c\u300c\u3042\u308b\u300d\uff08\u81ea\u5206\u306f\u3069\u3061\u3089\u306e\u7acb\u5834\u3067\u3082\u306a\u3044\u5834\u5408\u3092\u542b\u3080\uff09<\/td>\n<td>56.3%<\/td>\n<\/tr>\n<tr>\n<td>\u540c\u300c\u306a\u3044\u300d<\/td>\n<td>32.2%<\/td>\n<\/tr>\n<tr>\n<td>\u540c\u300c\u308f\u304b\u3089\u306a\u3044\u300d\uff08\u305d\u306eAI\u3092\u4f7f\u3063\u3066\u3044\u306a\u3044\u5834\u5408\u3092\u542b\u3080\uff09<\/td>\n<td>11.5%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p style=\"font-size:13px;color:#777;margin:0.5em 0 1em\">\u51fa\u5178: <a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.ipa.go.jp\/security\/reports\/technicalwatch\/rcu1hd000000u4q7-att\/appendix2_AIsurvey_data.pdf\">IPA\u300cAI\u306e\u52d5\u4f5c\u30fb\u5206\u6790\u30fb\u5229\u7528\u7b49\u306e\u8aac\u660e\u306b\u95a2\u3059\u308b\u610f\u8b58\u8abf\u67fb\u300d<\/a><\/p>\n<p><strong>\u5229\u7528\u8005\u306e4\u5272\u5f37\u304c\u3001\u500b\u4eba\u5229\u7528\u306eAI\u3084\u793e\u5185\u30eb\u30fc\u30eb\u306e\u672a\u6574\u5099\u3092\u8ab2\u984c\u3068\u611f\u3058\u3066\u3044\u307e\u3059<\/strong>\u3002\u4e00\u65b9\u3067\u3001\u8077\u5834\u3067\u751f\u6210AI\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u304c\u4fdd\u305f\u308c\u3066\u3044\u308b\u304b\u306e\u8aac\u660e\u3092\u6c42\u3081\u305f\u308a\u6c42\u3081\u3089\u308c\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u300c\u306a\u3044\u300d\u3068\u7b54\u3048\u305f\u4eba\u306f32.2%\u3067\u3057\u305f\u3002<\/p>\n<p>\u3053\u306e\u7d50\u679c\u304b\u3089\u8aad\u307f\u53d6\u308c\u308b\u306e\u306f\u3001\u5229\u7528\u8005\u304c\u4e0d\u5b89\u3092\u62b1\u3048\u3066\u3044\u308b\u4e00\u65b9\u3067\u3001\u8077\u5834\u3067\u751f\u6210AI\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u3064\u3044\u3066\u78ba\u8a8d\u3057\u5408\u3046\u3084\u308a\u53d6\u308a\u81ea\u4f53\u304c\u7121\u3044\u3068\u7b54\u3048\u308b\u4eba\u3082\u5c11\u306a\u304f\u306a\u3044\u3053\u3068\u3067\u3059\u3002\u30eb\u30fc\u30eb\u306e\u6574\u5099\u3068\u3042\u308f\u305b\u3066\u3001\u76f8\u8ac7\u306e\u5834\u3092\u3064\u304f\u308b\u3053\u3068\u304c\u5bfe\u7b56\u306e\u5019\u88dc\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u306a\u304a\u3001\u3053\u308c\u3089\u306f\u5225\u3005\u306e\u8a2d\u554f\u3067\u3001\u540c\u3058\u4eba\u304c\u4e21\u65b9\u306b\u5f53\u3066\u306f\u307e\u308b\u304b\u306f\u5206\u304b\u308a\u307e\u305b\u3093\u3002\u8077\u5834\u3067\u306e\u3084\u308a\u53d6\u308a\u304c\u7121\u3044\u3053\u3068\u304c\u4e0d\u5b89\u306e\u539f\u56e0\u3060\u3068\u307e\u3067\u306f\u8a00\u3048\u306a\u3044\u70b9\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u307e\u305f\u300c\u306a\u3044\u300d\u306e32.2%\u306f\u3001\u7814\u4fee\u3084\u8aac\u660e\u3092\u53d7\u3051\u305f\u3053\u3068\u304c\u7121\u3044\u4eba\u306e\u5272\u5408\u3092\u793a\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p style=\"font-size:13px;color:#777;margin:1em 0 0\">\u51fa\u5178: <a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.ipa.go.jp\/security\/reports\/technicalwatch\/rcu1hd000000u4q7-att\/appendix2_AIsurvey_data.pdf\">IPA\u300cAI\u306e\u52d5\u4f5c\u30fb\u5206\u6790\u30fb\u5229\u7528\u7b49\u306e\u8aac\u660e\u306b\u95a2\u3059\u308b\u610f\u8b58\u8abf\u67fb\u300d<\/a>\uff0f<a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.soumu.go.jp\/johotsusintokei\/whitepaper\/ja\/r08\/pdf\/n1110000.pdf\">\u7dcf\u52d9\u7701\u300c\u4ee4\u548c8\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300d\uff08\u500b\u4eba\u306e\u751f\u6210AI\u5229\u7528\uff09<\/a><\/p>\n<hr \/>\n<h2>\u30b7\u30e3\u30c9\u30fcAI\u5bfe\u7b56\u306f\u300c\u5b9f\u614b\u628a\u63e1 \u2192 \u8a31\u53ef\u30c4\u30fc\u30eb\u3068\u7533\u8acb\u30eb\u30fc\u30eb \u2192 \u8cac\u4efb\u8005\u3068\u898b\u76f4\u3057 \u2192 \u76f8\u8ac7\u30fb\u6559\u80b2\u300d\u306e\u9806\u3067\u9032\u3081\u308b<\/h2>\n<p><img decoding=\"async\" alt=\"4\u3064\u306e\u5bfe\u7b56\u624b\u9806\" src=\"https:\/\/venu-sys.co.jp\/jo-sys\/wp-content\/uploads\/sites\/2\/2026\/10\/h2-5-41.png\" \/><\/p>\n<p>\u30b7\u30e3\u30c9\u30fcAI\u5bfe\u7b56\u306f\u3001\u751f\u6210AI\u3092\u4e00\u5f8b\u306b\u7981\u6b62\u3059\u308b\u3088\u308a\u3082\u3001\u4f7f\u308f\u308c\u65b9\u3092\u628a\u63e1\u3057\u3066\u8a8d\u3081\u308b\u7bc4\u56f2\u3092\u7ba1\u7406\u3059\u308b\u65b9\u5411\u3067\u9032\u3081\u307e\u3059\u30022025\u5e74\u5ea6\u306b\u751f\u6210AI\u306e\u5229\u7528\u3092\u7981\u6b62\u3057\u3066\u3044\u308b\u4f01\u696d\u306f3.5%\u3068\u5c11\u6570\u3067\u3001\u7981\u6b62\u3057\u3066\u3082\u500b\u4eba\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u306e\u5229\u7528\u306f\u6b62\u3081\u306b\u304f\u3044\u305f\u3081\u3067\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u8a8d\u3081\u305f\u7bc4\u56f2\u306e\u5916\u3067\u306e\u5229\u7528\u307e\u3067\u81ea\u7531\u306b\u3059\u308b\u3068\u3044\u3046\u610f\u5473\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002IPA\u306e\u89e3\u8aac\u66f8\u3082\u3001\u672a\u8a31\u53ef\u306eAI\u30b5\u30fc\u30d3\u30b9\u306e\u5229\u7528\u7981\u6b62\u3084\u3001\u500b\u4eba\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u306e\u696d\u52d9\u5229\u7528\u306e\u5236\u9650\u3092\u3001\u5229\u7528\u898f\u5b9a\u306e\u6574\u5099\u3068\u3042\u308f\u305b\u3066\u5bfe\u7b56\u306b\u6319\u3052\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u524d\u306e\u7ae0\u3067\u898b\u305f\u3068\u304a\u308a\u3001\u65e5\u672c\u4f01\u696d\u306e\u9045\u308c\u306f\u904b\u7528\u3068\u691c\u77e5\u306e\u6bb5\u968e\u306b\u3042\u308a\u307e\u3059\u3002AI\u30ac\u30d0\u30ca\u30f3\u30b9\u30c4\u30fc\u30eb\u3067\u691c\u77e5\u3057\u3066\u3044\u308b\u4f01\u696d\u306f10.4%\u3067\u3057\u305f\u3002<strong>\u30eb\u30fc\u30eb\u3092\u4f5c\u308b\u3060\u3051\u3067\u7d42\u308f\u3089\u305b\u305a\u3001\u4f7f\u308f\u308c\u65b9\u3092\u78ba\u304b\u3081\u308b\u4ed5\u7d44\u307f\u3068\u30bb\u30c3\u30c8\u306b\u3059\u308b\u3053\u3068<\/strong>\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\u30b7\u30e3\u30c9\u30fcAI\u5bfe\u7b56\u306e4\u3064\u306e\u624b\u9806\" src=\"https:\/\/venu-sys.co.jp\/jo-sys\/wp-content\/uploads\/sites\/2\/2026\/10\/fig5-process.png\" \/><\/p>\n<div style=\"border:2px solid #2d4f8f;border-radius:8px;background:#f2f5fb;padding:14px 18px;margin:1.5em 0\">\n<p style=\"margin:0 0 8px;font-weight:700;color:#2d4f8f\">\u30dd\u30a4\u30f3\u30c8<\/p>\n<ul style=\"margin:0;padding-left:20px\">\n<li>\u624b\u98061: \u793e\u5185\u3067\u3069\u306e\u751f\u6210AI\u304c\u3069\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\u304b\u3092\u628a\u63e1\u3059\u308b<\/li>\n<li>\u624b\u98062: \u4f1a\u793e\u304c\u8a8d\u3081\u308b\u751f\u6210AI\u3092\u7528\u610f\u3057\u3001\u5b66\u7fd2\u5229\u7528\u306e\u8a2d\u5b9a\u3068\u7533\u8acb\u306e\u7a93\u53e3\u3092\u6c7a\u3081\u308b<\/li>\n<li>\u624b\u98063: \u63a8\u9032\u3059\u308b\u8cac\u4efb\u8005\u3092\u6c7a\u3081\u3001\u8a31\u53ef\u30c4\u30fc\u30eb\u3068\u5229\u7528\u72b6\u6cc1\u3092\u5b9a\u671f\u7684\u306b\u898b\u76f4\u3059<\/li>\n<li>\u624b\u98064: 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3092\u62b1\u3048\u3066\u3044\u308b\u306a\u3089\u3001\u76f8\u8ac7\u306e\u5834\u306f\u5f93\u696d\u54e1\u306b\u3068\u3063\u3066\u3082\u5f79\u306b\u7acb\u3061\u307e\u3059\u3002\u5f93\u696d\u54e1\u306b\u4f1d\u3048\u308b\u5185\u5bb9\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u5177\u4f53\u7684\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<ul>\n<li>\u8ff7\u3063\u305f\u3089\u805e\u3051\u308b\u7a93\u53e3\uff08\u30c1\u30e3\u30c3\u30c8\u30c4\u30fc\u30eb\u306e\u5c02\u7528\u30c1\u30e3\u30f3\u30cd\u30eb\u306a\u3069\uff09\u306e\u5834\u6240<\/li>\n<li>\u5165\u529b\u3057\u3066\u306f\u3044\u3051\u306a\u3044\u60c5\u5831\u306e\u5177\u4f53\u4f8b\uff08\u9867\u5ba2\u540d\u3001\u500b\u4eba\u60c5\u5831\u3001\u672a\u516c\u958b\u306e\u58f2\u4e0a\u3084\u6570\u5024\u306a\u3069\uff09<\/li>\n<li>\u4f1a\u793e\u304c\u8a8d\u3081\u3066\u3044\u308b\u751f\u6210AI\u3068\u3001\u305d\u306e\u4f7f\u3044\u65b9<\/li>\n<li>\u65b0\u3057\u3044\u30c4\u30fc\u30eb\u3092\u4f7f\u3044\u305f\u3044\u3068\u304d\u306e\u7533\u8acb\u65b9\u6cd5<\/li>\n<\/ul>\n<p><strong>\u6559\u80b2\u306f\u4e00\u5ea6\u3067\u7d42\u308f\u3089\u305b\u305a\u3001\u77ed\u3044\u5185\u5bb9\u3092\u7e70\u308a\u8fd4\u3059\u65b9\u304c\u5b9a\u7740\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059<\/strong>\u3002\u305d\u306e\u305f\u3081\u306b\u306f\u3001\u60c5\u30b7\u30b9\u62c5\u5f53\u8005\u81ea\u8eab\u304c\u6559\u3048\u308b\u5074\u306b\u56de\u308c\u308b\u3088\u3046\u3001\u5b66\u3076\u6a5f\u4f1a\u3092\u6301\u3063\u3066\u304a\u304f\u3053\u3068\u3082\u5927\u5207\u3067\u3059\u3002<\/p>\n<p style=\"font-size:13px;color:#777;margin:1em 0 0\">\u51fa\u5178: <a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.soumu.go.jp\/johotsusintokei\/whitepaper\/ja\/r08\/pdf\/n1210000.pdf\">\u7dcf\u52d9\u7701\u300c\u4ee4\u548c8\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300d<\/a>\uff0f<a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.ipa.go.jp\/security\/reports\/technicalwatch\/rcu1hd000000u4q7-att\/appendix2_AIsurvey_data.pdf\">IPA\u300cAI\u306e\u52d5\u4f5c\u30fb\u5206\u6790\u30fb\u5229\u7528\u7b49\u306e\u8aac\u660e\u306b\u95a2\u3059\u308b\u610f\u8b58\u8abf\u67fb\u300d<\/a>\uff0f<a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.ipa.go.jp\/security\/10threats\/omgdg50000008fi8-att\/kaisetsu_2026_soshiki.pdf\">IPA\u300c\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a310\u5927\u8105\u5a01 2026\u300d\u89e3\u8aac\u66f8\uff3b\u7d44\u7e54\u7de8\uff3d<\/a><\/p>\n<hr \/>\n<h2>\u307e\u3068\u3081: \u30b7\u30e3\u30c9\u30fcAI\u306f\u751f\u6210AI\u306e\u5168\u9762\u7981\u6b62\u3067\u306f\u306a\u304f\u3001\u628a\u63e1\u3068\u8a31\u53ef\u306e\u4ed5\u7d44\u307f\u3067\u6e1b\u3089\u3059<\/h2>\n<p><img decoding=\"async\" alt=\"\u307e\u3068\u3081\" src=\"https:\/\/venu-sys.co.jp\/jo-sys\/wp-content\/uploads\/sites\/2\/2026\/10\/h2-6-37.png\" \/><\/p>\n<p>\u30b7\u30e3\u30c9\u30fcAI\u306f\u3001\u751f\u6210AI\u3092\u4e00\u5f8b\u306b\u7981\u6b62\u3059\u308b\u3060\u3051\u3067\u306f\u6e1b\u3089\u305b\u307e\u305b\u3093\u3002\u4f7f\u308f\u308c\u65b9\u3092\u628a\u63e1\u3057\u3001\u8a8d\u3081\u308b\u7bc4\u56f2\u3068\u76f8\u8ac7\u306e\u5834\u3092\u7528\u610f\u3059\u308b\u3053\u3068\u3067\u6e1b\u3089\u3057\u3066\u3044\u304f\u554f\u984c\u3067\u3059\u3002\u3053\u306e\u8a18\u4e8b\u306e\u8981\u70b9\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30b7\u30e3\u30c9\u30fcAI\u306f\u3001\u4f1a\u793e\u304c\u628a\u63e1\u30fb\u8a31\u53ef\u3057\u3066\u3044\u306a\u3044\u751f\u6210AI\u3092\u5f93\u696d\u54e1\u304c\u696d\u52d9\u306b\u4f7f\u3046\u3053\u3068\u3067\u3059\u3002\u5165\u529b\u3057\u305f\u60c5\u5831\u305d\u306e\u3082\u306e\u304c\u793e\u5916\u306b\u6e21\u308b\u70b9\u304c\u3001\u30b7\u30e3\u30c9\u30fcIT\u5168\u822c\u3068\u7570\u306a\u308a\u307e\u3059<\/li>\n<li>\u80cc\u666f\u306b\u306f\u3001\u500b\u4eba\u3067\u306e\u5229\u7528\u304c\u7d44\u7e54\u306e\u7ba1\u7406\u3088\u308a\u5148\u306b\u5e83\u304c\u3063\u305f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u751f\u6210AI\u306e\u5229\u7528\u3092\u7981\u6b62\u3059\u308b\u4f01\u696d\u306f2025\u5e74\u5ea6\u30673.5%\u3068\u5c11\u6570\u3067\u3059<\/li>\n<li>\u65e5\u672c\u4f01\u696d\u306e\u9045\u308c\u306f\u3001\u30eb\u30fc\u30eb\u3065\u304f\u308a\u3088\u308a\u904b\u7528\u30fb\u691c\u77e5\u306e\u6bb5\u968e\u306b\u3042\u308a\u307e\u3059\u3002AI\u30ac\u30d0\u30ca\u30f3\u30b9\u30c4\u30fc\u30eb\u3067\u30ea\u30b9\u30af\u3092\u691c\u77e5\u3057\u3066\u3044\u308b\u4f01\u696d\u306f2025\u5e74\u5ea6\u306710.4%\u3067\u3057\u305f<\/li>\n<li>\u5229\u7528\u8005\u306e42.9%\u3082\u3001\u500b\u4eba\u5229\u7528\u306eAI\u306b\u3088\u308b\u30ac\u30d0\u30ca\u30f3\u30b9\u4e0d\u5099\u3092\u4e0d\u5b89\u306b\u611f\u3058\u3066\u3044\u307e\u3059\uff082026\u5e743\u6708\uff09<\/li>\n<li>\u5bfe\u7b56\u306f\u300c\u5b9f\u614b\u628a\u63e1 \u2192 \u8a31\u53ef\u30c4\u30fc\u30eb\u3068\u7533\u8acb\u30eb\u30fc\u30eb \u2192 \u8cac\u4efb\u8005\u3068\u898b\u76f4\u3057 \u2192 \u76f8\u8ac7\u30fb\u6559\u80b2\u300d\u306e\u9806\u306b\u9032\u3081\u3001\u7e70\u308a\u8fd4\u3057\u56de\u3057\u307e\u3059<\/li>\n<\/ul>\n<p>\u307e\u305a\u306f\u3001\u81ea\u793e\u3067\u3069\u306e\u751f\u6210AI\u304c\u4f7f\u308f\u308c\u3066\u3044\u308b\u304b\u3092\u30ed\u30b0\u3067\u78ba\u304b\u3081\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u3081\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p style=\"font-size:13px;color:#777;margin:1em 0 0\">\u51fa\u5178: <a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.soumu.go.jp\/johotsusintokei\/whitepaper\/ja\/r08\/pdf\/n1210000.pdf\">\u7dcf\u52d9\u7701\u300c\u4ee4\u548c8\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300d<\/a>\uff0f<a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.ipa.go.jp\/security\/reports\/technicalwatch\/rcu1hd000000u4q7-att\/appendix2_AIsurvey_data.pdf\">IPA\u300cAI\u306e\u52d5\u4f5c\u30fb\u5206\u6790\u30fb\u5229\u7528\u7b49\u306e\u8aac\u660e\u306b\u95a2\u3059\u308b\u610f\u8b58\u8abf\u67fb\u300d<\/a><\/p>\n<hr \/>\n<h2>\u65b0\u4eba\u30fb\u3072\u3068\u308a\u60c5\u30b7\u30b9\u306e\u5b66\u7fd2\u306f\u60c5\u30b7\u30b9\u30ab\u30ec\u30c3\u30b8\u3067<\/h2>\n<p><a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.josys-college.com\/\"><img decoding=\"async\" src=\"https:\/\/venu-sys.co.jp\/jo-sys\/wp-content\/uploads\/sites\/2\/2026\/08\/cta-josys-college.jpg\" alt=\"\u60c5\u30b7\u30b9\u30ab\u30ec\u30c3\u30b8\uff5c\u65b0\u4eba\u30fb\u3072\u3068\u308a\u60c5\u30b7\u30b9\u306e\u305f\u3081\u306e\u30de\u30a4\u30af\u30ed\u30e9\u30fc\u30cb\u30f3\u30b0LMS\" 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style=\"text-align:center;margin:1.8em 0\"><a href=\"https:\/\/www.josys-college.com\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"display:inline-block;background:#2d4f8f;color:#fff;font-weight:700;padding:14px 36px;border-radius:6px;text-decoration:none\">\u60c5\u30b7\u30b9\u30ab\u30ec\u30c3\u30b8\u306e\u8a73\u7d30\u3092\u898b\u308b<\/a><\/p>\n<hr \/>\n<p>\u203b\u51fa\u5178<\/p>\n<ul>\n<li><a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.soumu.go.jp\/johotsusintokei\/whitepaper\/ja\/r08\/pdf\/n1210000.pdf\">\u7dcf\u52d9\u7701\u300c\u4ee4\u548c8\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300d\uff08\u4f01\u696d\u306e\u751f\u6210AI\u6d3b\u7528\uff09<\/a><\/li>\n<li><a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.soumu.go.jp\/johotsusintokei\/whitepaper\/ja\/r08\/pdf\/n1110000.pdf\">\u7dcf\u52d9\u7701\u300c\u4ee4\u548c8\u5e74\u7248 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href=\"https:\/\/www.ipa.go.jp\/security\/10threats\/omgdg50000008fi8-att\/kaisetsu_2026_soshiki.pdf\">IPA\u300c\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a310\u5927\u8105\u5a01 2026\u300d\u89e3\u8aac\u66f8\uff3b\u7d44\u7e54\u7de8\uff3d<\/a><\/li>\n<li><a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.tanium.jp\/newsroom\/press-releases\/bcp-report\/\">\u30bf\u30cb\u30a6\u30e0\u5408\u540c\u4f1a\u793e\u300c\u30b5\u30a4\u30d0\u30fc\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u3068\u4e8b\u696d\u7d99\u7d9a\u6027\u306e\u5b9f\u614b\u8abf\u67fb\u30ec\u30dd\u30fc\u30c8\u300d<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u30b7\u30e3\u30c9\u30fcAI\u3068\u306f\u3001\u4f1a\u793e\u304c\u628a\u63e1\u30fb\u8a31\u53ef\u3057\u3066\u3044\u306a\u3044\u751f\u6210AI\u3092\u5f93\u696d\u54e1\u304c\u696d\u52d9\u306b\u4f7f\u3046\u3053\u3068\u3067\u3059\u3002\u7dcf\u52d9\u7701\u30fbIPA\u306e2025\u5e74\u5ea6\u8abf\u67fb\u30c7\u30fc\u30bf\u3067\u3001\u751f\u6210AI\u696d\u52d9\u5229\u752886.4%\u306b\u5bfe\u3057\u691c\u77e5\u30c4\u30fc\u30eb\u5c0e\u5165\u306f10.4%\u3068\u3044\u3046\u5b9f\u614b\u3068\u3001\u60c5\u30b7\u30b9\u304c\u9032\u3081\u308b\u7d71\u5236\u306e\u624b\u9806\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":1,"featured_media":11247,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","footnotes":""},"categories":[15,41],"tags":[],"class_list":["post-11248","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-security","category-glossary"],"jetpack_featured_media_url":"https:\/\/venu-sys.co.jp\/jo-sys\/wp-content\/uploads\/sites\/2\/2026\/10\/00-eyecatch-90.png","_links":{"self":[{"href":"https:\/\/venu-sys.co.jp\/jo-sys\/wp-json\/wp\/v2\/posts\/11248","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/venu-sys.co.jp\/jo-sys\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/venu-sys.co.jp\/jo-sys\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/venu-sys.co.jp\/jo-sys\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/venu-sys.co.jp\/jo-sys\/wp-json\/wp\/v2\/comments?post=11248"}],"version-history":[{"count":1,"href":"https:\/\/venu-sys.co.jp\/jo-sys\/wp-json\/wp\/v2\/posts\/11248\/revisions"}],"predecessor-version":[{"id":11249,"href":"https:\/\/venu-sys.co.jp\/jo-sys\/wp-json\/wp\/v2\/posts\/11248\/revisions\/11249"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/venu-sys.co.jp\/jo-sys\/wp-json\/wp\/v2\/media\/11247"}],"wp:attachment":[{"href":"https:\/\/venu-sys.co.jp\/jo-sys\/wp-json\/wp\/v2\/media?parent=11248"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/venu-sys.co.jp\/jo-sys\/wp-json\/wp\/v2\/categories?post=11248"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/venu-sys.co.jp\/jo-sys\/wp-json\/wp\/v2\/tags?post=11248"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}