{"id":714,"date":"2026-08-10T17:13:50","date_gmt":"2026-08-10T08:13:50","guid":{"rendered":"https:\/\/www.wetch.co.jp\/ai\/?p=714"},"modified":"2026-08-10T17:13:50","modified_gmt":"2026-08-10T08:13:50","slug":"%e3%80%8c%e5%b0%8e%e5%85%a5%e3%81%97%e3%81%9f9%e5%89%b2%e3%81%af%e6%88%90%e6%9e%9c%e3%82%bc%e3%83%ad%e3%80%8d%e3%81%ae%e8%a3%8f%e5%81%b4%e2%80%95%e2%80%95%e3%82%b7%e3%83%a3%e3%83%89%e3%83%bcai","status":"publish","type":"post","link":"https:\/\/www.wetch.co.jp\/ai\/2026\/08\/10\/%e3%80%8c%e5%b0%8e%e5%85%a5%e3%81%97%e3%81%9f9%e5%89%b2%e3%81%af%e6%88%90%e6%9e%9c%e3%82%bc%e3%83%ad%e3%80%8d%e3%81%ae%e8%a3%8f%e5%81%b4%e2%80%95%e2%80%95%e3%82%b7%e3%83%a3%e3%83%89%e3%83%bcai\/","title":{"rendered":"\u300c\u5c0e\u5165\u3057\u305f9\u5272\u306f\u6210\u679c\u30bc\u30ed\u300d\u306e\u88cf\u5074\u2015\u2015\u30b7\u30e3\u30c9\u30fcAI\u3068\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5316\u3001\u73fe\u5834\u304c\u4eca\u3059\u3050\u76f4\u305b\u308b\u3064\u307e\u305a\u304d\u3069\u3053\u308d"},"content":{"rendered":"<p><em>\u4f01\u696d\u306eAI\u6d3b\u7528\u306f\u300c\u5c0e\u5165\u3057\u305f\u6570\u300d\u3067\u306f\u78ba\u5b9f\u306b\u5897\u3048\u3066\u3044\u308b\u304c\u3001\u305d\u308c\u304c\u6210\u679c\u306b\u3064\u306a\u304c\u3063\u3066\u3044\u308b\u304b\u306f\u5225\u554f\u984c\u3060\u3002MIT\u306e\u8abf\u67fb\u306f\u751f\u6210AI\u5c0e\u5165\u4f01\u696d\u306e9\u5272\u304c\u640d\u76ca\u3078\u306e\u52b9\u679c\u3092\u6e2c\u5b9a\u3067\u304d\u3066\u3044\u306a\u3044\u3068\u5831\u544a\u3057\u3001\u4e00\u65b9\u3067\u5f93\u696d\u54e1\u306f\u4f1a\u793e\u306e\u8a31\u53ef\u306a\u304fAI\u30c4\u30fc\u30eb\u3092\u4f7f\u3046\u300c\u30b7\u30e3\u30c9\u30fcAI\u300d\u3092\u5e83\u3052\u3066\u3044\u308b\u3002\u672c\u7a3f\u3067\u306f\u3053\u306e\u4e8c\u3064\u306e\u8abf\u67fb\u30c7\u30fc\u30bf\u3068\u3001\u73fe\u5834\u3067\u5b9f\u969b\u306b\u52b9\u679c\u3092\u4e0a\u3052\u3066\u3044\u308b\u7acb\u3066\u76f4\u3057\u7b56\u3092\u6574\u7406\u3059\u308b\u3002<\/em><\/p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.wetch.co.jp\/ai\/wp-content\/uploads\/2026\/06\/ill-practice.png\" alt=\"AI\u6d3b\u7528\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30a4\u30e1\u30fc\u30b8\u30a4\u30e9\u30b9\u30c8\"\/><\/figure>\n<h2>\u300c9\u5272\u306f\u5931\u6557\u300d\u3068\u3044\u3046MIT\u8abf\u67fb\u306e\u885d\u6483<\/h2>\n<p>MIT\u30e1\u30c7\u30a3\u30a2\u30e9\u30dc\u767a\u306e\u7814\u7a76\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<a href=\"https:\/\/nanda.mit.edu\/\" target=\"_blank\" rel=\"noopener\">NANDA<\/a>\u304c\u516c\u8868\u3057\u305f\u300cThe GenAI Divide: State of AI in Business\u300d\u306f\u3001300\u4ef6\u8d85\u306e\u516c\u958bAI\u5c0e\u5165\u4e8b\u4f8b\u306e\u5206\u6790\u3068150\u4eba\u306e\u7d4c\u55b6\u5c64\u3078\u306e\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc\u3092\u3082\u3068\u306b\u3001\u751f\u6210AI\u30d1\u30a4\u30ed\u30c3\u30c8\u306e<strong>95%\u304c\u640d\u76ca\u3078\u306e\u6e2c\u5b9a\u53ef\u80fd\u306a\u52b9\u679c\u3092\u751f\u3093\u3067\u3044\u306a\u3044<\/strong>\u3068\u7d50\u8ad6\u3065\u3051\u305f\u3002\u6025\u901f\u306a\u53ce\u76ca\u62e1\u5927\u3092\u9054\u6210\u3067\u304d\u305f\u306e\u306f\u308f\u305a\u304b5%\u306b\u3068\u3069\u307e\u308b\u3002<\/p>\n<p>\u8208\u5473\u6df1\u3044\u306e\u306f\u5931\u6557\u306e\u7406\u7531\u3060\u3002\u5831\u544a\u66f8\u306f\u300c\u58c1\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u306f\u30a4\u30f3\u30d5\u30e9\u3067\u3082\u898f\u5236\u3067\u3082\u4eba\u6750\u3067\u3082\u306a\u304f\u3001\u201c\u5b66\u7fd2\u201d\u3060\u300d\u3068\u6307\u6458\u3059\u308b\u3002ChatGPT\u306e\u3088\u3046\u306a\u6c4e\u7528\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u5358\u7d14\u4f5c\u696d\u3067\u306f83%\u3068\u3044\u3046\u30b9\u30d4\u30fc\u30c9\u3067\u5c0e\u5165\u304c\u9032\u3080\u4e00\u65b9\u3001\u696d\u52d9\u56fa\u6709\u306e\u6587\u8108\u3084\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u5fc5\u8981\u306b\u306a\u3063\u305f\u9014\u7aef\u306b\u6b62\u307e\u3063\u3066\u3057\u307e\u3046\u3002\u30c4\u30fc\u30eb\u304c\u73fe\u5834\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u84c4\u7a4d\u30fb\u5b66\u7fd2\u305b\u305a\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7d44\u307f\u8fbc\u307e\u308c\u306a\u3044\u307e\u307e\u7d42\u308f\u308b\u30b1\u30fc\u30b9\u304c\u5927\u534a\u3060\u3068\u3044\u3046\u3002<\/p>\n<p>\u306a\u304a\u540c\u30ec\u30dd\u30fc\u30c8\u306fMIT\u672c\u4f53\u306e\u67fb\u8aad\u8ad6\u6587\u3067\u306f\u306a\u304f\u3001NANDA\u3068\u3044\u3046\u7523\u5b66\u9023\u643a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u72ec\u81ea\u8abf\u67fb\u3067\u3042\u308b\u70b9\u306b\u306f\u7559\u610f\u3057\u305f\u3044\u3002\u6570\u5b57\u306e\u4e00\u4eba\u6b69\u304d\u3092\u8b66\u6212\u3059\u308b\u58f0\u3082\u3042\u308b\u304c\u3001\u300c\u5c0e\u5165\u3057\u305f\u3060\u3051\u3067\u6e80\u8db3\u3057\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u7d71\u5408\u307e\u3067\u8e0f\u307f\u8fbc\u3081\u3066\u3044\u306a\u3044\u300d\u3068\u3044\u3046\u6307\u6458\u81ea\u4f53\u306f\u591a\u304f\u306e\u73fe\u5834\u611f\u899a\u3068\u4e00\u81f4\u3059\u308b\u3002<\/p>\n<h2>\u898b\u3048\u306a\u3044\u3068\u3053\u308d\u3067\u5e83\u304c\u308b\u300c\u30b7\u30e3\u30c9\u30fcAI\u300d<\/h2>\n<p>\u6210\u679c\u304c\u51fa\u306a\u3044\u4e00\u65b9\u3067\u3001\u5f93\u696d\u54e1\u306f\u4f1a\u793e\u306e\u7ba1\u7406\u304c\u53ca\u3070\u306a\u3044\u3068\u3053\u308d\u3067AI\u3092\u4f7f\u3044\u7d9a\u3051\u3066\u3044\u308b\u3002<a href=\"https:\/\/www.verizon.com\/business\/resources\/reports\/dbir\/\" target=\"_blank\" rel=\"noopener\">Verizon\u306e2026\u5e74\u7248\u30c7\u30fc\u30bf\u4fb5\u5bb3\u8abf\u67fb\u5831\u544a\u66f8\uff08DBIR\uff09<\/a>\u306b\u3088\u308c\u3070\u3001\u793e\u7528\u7aef\u672b\u3067\u65e5\u5e38\u7684\u306bAI\u3092\u4f7f\u3046\u5f93\u696d\u54e1\u306f45%\u306b\u9054\u3057\u524d\u5e74\u306e15%\u304b\u3089\u6025\u5897\u3001\u3057\u304b\u3082\u305d\u306e67%\u306f\u4f1a\u793e\u652f\u7d66\u3067\u306f\u306a\u3044\u500b\u4eba\u30a2\u30ab\u30a6\u30f3\u30c8\u7d4c\u7531\u3060\u3068\u3044\u3046\u3002\u6301\u3061\u51fa\u3055\u308c\u308b\u30c7\u30fc\u30bf\u3067\u6700\u3082\u591a\u3044\u306e\u306f\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3060\u3002<\/p>\n<p>\u5f79\u8077\u304c\u4e0a\u304c\u308b\u307b\u3069\u7121\u8a31\u53ef\u5229\u7528\u304c\u5897\u3048\u308b\u50be\u5411\u3082\u660e\u3089\u304b\u306b\u306a\u3063\u3066\u3044\u308b\u3002TrustedTech\u306e\u8abf\u67fb\u3092\u5831\u3058\u305f<a href=\"https:\/\/www.cio.com\/article\/4195782\/senior-executives-abuse-shadow-ai-twice-as-much-as-regular-employees-do.html\" target=\"_blank\" rel=\"noopener\">CIO\u8a8c\u306e\u8a18\u4e8b<\/a>\u3067\u306f\u3001\u672a\u627f\u8a8dAI\u30c4\u30fc\u30eb\u3092\u4f7f\u3046\u7d4c\u55b6\u5c64\u306f\u7d043\u5206\u306e2\u306b\u306e\u307c\u308a\u3001\u4e00\u822c\u793e\u54e1\uff0831%\uff09\u306e2\u500d\u4ee5\u4e0a\u3068\u3044\u3046\u7d50\u679c\u304c\u51fa\u3066\u3044\u308b\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578bAI\u306b\u306a\u308b\u3068\u30ea\u30b9\u30af\u306f\u3055\u3089\u306b\u5e83\u304c\u308b\u3002Cloud Security Alliance\u3068Token Security\u306e\u8abf\u67fb\u3067\u306f\u3001\u7d44\u7e54\u306e82%\u304c\u300c\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u90e8\u9580\u304c\u628a\u63e1\u3057\u3066\u3044\u306a\u304b\u3063\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3084\u81ea\u52d5\u5316\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u300d\u3092\u767a\u898b\u3057\u300165%\u304c\u904e\u53bb1\u5e74\u9593\u306bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u95a2\u9023\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u3092\u7d4c\u9a13\u3057\u305f\u3068\u56de\u7b54\u3057\u305f\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u8abf\u67fb<\/th>\n<th>\u6307\u6a19<\/th>\n<th>\u6570\u5024<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Verizon DBIR 2026<\/td>\n<td>\u696d\u52d9\u3067AI\u3092\u65e5\u5e38\u7684\u306b\u4f7f\u3046\u5f93\u696d\u54e1\uff08\u524d\u5e74\u6bd4\uff09<\/td>\n<td>45%\uff08\u524d\u5e7415%\uff09<\/td>\n<\/tr>\n<tr>\n<td>Verizon DBIR 2026<\/td>\n<td>\u975e\u516c\u5f0f\u30a2\u30ab\u30a6\u30f3\u30c8\u7d4c\u7531\u3067\u306e\u5229\u7528<\/td>\n<td>67%<\/td>\n<\/tr>\n<tr>\n<td>TrustedTech\u8abf\u67fb\uff08CIO\u8a8c\uff09<\/td>\n<td>\u672a\u627f\u8a8dAI\u5229\u7528\uff08\u7d4c\u55b6\u5c64 \/ \u4e00\u822c\u793e\u54e1\uff09<\/td>\n<td>\u7d0465% \/ 31%<\/td>\n<\/tr>\n<tr>\n<td>Cloud Security Alliance \u00d7 Token Security<\/td>\n<td>\u672a\u628a\u63e1\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u767a\u898b\u3057\u305f\u7d44\u7e54<\/td>\n<td>82%<\/td>\n<\/tr>\n<tr>\n<td>\u540c\u4e0a<\/td>\n<td>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u95a2\u9023\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u7d4c\u9a13<\/td>\n<td>65%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.wetch.co.jp\/ai\/wp-content\/uploads\/2026\/08\/photo-11.jpg\" alt=\"\u30aa\u30d5\u30a3\u30b9\u3067\u306e\u30df\u30fc\u30c6\u30a3\u30f3\u30b0\u98a8\u666f\"\/><figcaption><small>Photo: <a href=\"https:\/\/www.flickr.com\/photos\/25220804@N08\/2838557885\" target=\"_blank\" rel=\"noopener\">Pedro Lozano<\/a> \/ CC BY 2.0\uff08Openverse\u7d4c\u7531\uff09<\/small><\/figcaption><\/figure>\n<h2>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5316\u306e\u6ce2\u3068\u3001Databricks\u304c\u793a\u3059\u6210\u529f\u6761\u4ef6<\/h2>\n<p><a href=\"https:\/\/www.databricks.com\/resources\/ebook\/state-of-ai-agents\" target=\"_blank\" rel=\"noopener\">Databricks\u306e\u300cState of AI Agents 2026\u300d\u30ec\u30dd\u30fc\u30c8<\/a>\uff08Fortune 500\u4f01\u696d\u306e6\u5272\u8d85\u3092\u542b\u30802\u4e07organization\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\uff09\u306f\u3001\u5358\u4f53\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304b\u3089\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u3078\u79fb\u884c\u3059\u308b\u7d44\u7e54\u304c4\u30ab\u6708\u8db3\u3089\u305a\u3067327%\u5897\u52a0\u3057\u305f\u3068\u5831\u544a\u3059\u308b\u3002\u305f\u3060\u3057\u540c\u30ec\u30dd\u30fc\u30c8\u306f\u540c\u6642\u306b\u8b66\u544a\u3082\u6dfb\u3048\u3066\u3044\u308b\u2015\u2015\u300c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5897\u3084\u3059\u3053\u3068\u304c\u81ea\u52d5\u7684\u306b\u4fa1\u5024\u3092\u5897\u3084\u3059\u308f\u3051\u3067\u306f\u306a\u3044\u3002\u8a2d\u8a08\u306e\u7518\u3044\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u304b\u3048\u3063\u3066\u8907\u96d1\u3055\u3092\u5897\u3057\u3001\u30a8\u30e9\u30fc\u306e\u8ffd\u8de1\u3092\u96e3\u3057\u304f\u3057\u3001\u904b\u7528\u30b3\u30b9\u30c8\u3092\u62bc\u3057\u4e0a\u3052\u308b\u300d\u3002<\/p>\n<p>\u6210\u5426\u3092\u5206\u3051\u308b\u306e\u306f\u8a55\u4fa1\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6709\u7121\u3060\u3002\u540c\u30ec\u30dd\u30fc\u30c8\u306b\u3088\u308c\u3070\u3001\u8a55\u4fa1\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u3066\u3044\u308b\u4f01\u696d\u306f\u672c\u756a\u6295\u5165\u306b\u81f3\u308bAI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6570\u304c\u7d046\u500d\u591a\u304f\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u307e\u3067\u6574\u3048\u3066\u3044\u308b\u4f01\u696d\u3067\u306f12\u500d\u4ee5\u4e0a\u306b\u9054\u3059\u308b\u3068\u3044\u3046\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6570\u3088\u308a\u5148\u306b\u3001\u696d\u52d9\u30eb\u30fc\u30eb\u30fb\u5f15\u304d\u7d99\u304e\u30fb\u671f\u5f85\u3059\u308b\u6210\u679c\u3092\u660e\u78ba\u306b\u3059\u308b\u3053\u3068\u304c\u512a\u5148\u4e8b\u9805\u306b\u306a\u308b\u3002<\/p>\n<h2>\u73fe\u5834\u3067\u6a5f\u80fd\u3055\u305b\u308b4\u3064\u306e\u30b9\u30c6\u30c3\u30d7<\/h2>\n<p>\u30b7\u30e3\u30c9\u30fcAI\u3078\u306e\u5bfe\u5fdc\u306f\u300c\u7981\u6b62\u300d\u3067\u306f\u6a5f\u80fd\u3057\u306a\u3044\u3002\u30d6\u30ed\u30c3\u30af\u306f\u5229\u7528\u3092\u5730\u4e0b\u306b\u6f5c\u3089\u305b\u308b\u3060\u3051\u3067\u3001\u591a\u304f\u306e\u73fe\u5834\u30ac\u30a4\u30c9\u304c\u300c\u901f\u304f\u3066\u5b89\u5168\u306a\u516c\u5f0f\u306e\u4ee3\u66ff\u624b\u6bb5\u3092\u7528\u610f\u3059\u308b\u3053\u3068\u300d\u306e\u65b9\u304c\u52b9\u679c\u7684\u3060\u3068\u3057\u3066\u3044\u308b\u3002\u5b9f\u8df5\u7684\u306b\u306f\u6b21\u306e4\u6bb5\u968e\uff08See \u2192 Sanction \u2192 Set boundaries \u2192 Supervise\uff09\u3067\u9032\u3081\u308b\u3068\u3088\u3044\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u30b9\u30c6\u30c3\u30d7<\/th>\n<th>\u5185\u5bb9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>1. See\uff08\u68da\u5378\u3057\uff09<\/td>\n<td>\u307e\u305a\u51e6\u7f70\u306a\u3057\u306e\u300c\u30a2\u30e0\u30cd\u30b9\u30c6\u30a3\u300d\u5f62\u5f0f\u3067\u3001\u90e8\u7f72\u30fb\u696d\u52d9\u3054\u3068\u306b\u5b9f\u969b\u4f7f\u308f\u308c\u3066\u3044\u308bAI\u30c4\u30fc\u30eb\u3068\u89e6\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u6d17\u3044\u51fa\u3059<\/td>\n<\/tr>\n<tr>\n<td>2. Sanction\uff08\u627f\u8a8d\uff09<\/td>\n<td>\u6d17\u3044\u51fa\u3057\u305f\u7528\u9014\u3092\u300c\u627f\u8a8d\u300d\u300c\u4ee3\u66ff\u300d\u300c\u505c\u6b62\u300d\u306b\u4ed5\u5206\u3051\u3001\u512a\u5148\u5ea6\u306f\u30c4\u30fc\u30eb\u306e\u4eba\u6c17\u3067\u306f\u306a\u304f\u30c7\u30fc\u30bf\u306e\u6a5f\u5fae\u5ea6\u3067\u6c7a\u3081\u308b<\/td>\n<\/tr>\n<tr>\n<td>3. Set boundaries\uff08\u5883\u754c\u8a2d\u5b9a\uff09<\/td>\n<td>\u793e\u5916\u306b\u51fa\u3057\u3066\u3088\u3044\u30c7\u30fc\u30bf\u306e\u7bc4\u56f2\u3092\u660e\u6587\u5316\u3057\u3001\u5c11\u306a\u304f\u3068\u3082\u4e3b\u8981\u696d\u52d9\uff08\u4e0b\u66f8\u304d\u30fb\u8981\u7d04\u30fb\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u652f\u63f4\u306a\u3069\uff09\u5411\u3051\u306b\u516c\u5f0f\u30c4\u30fc\u30eb\u30921\u3064\u7528\u610f\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>4. Supervise\uff08\u7d99\u7d9a\u76e3\u7763\uff09<\/td>\n<td>\u30ed\u30b0\u3068\u5b9a\u671f\u30ec\u30d3\u30e5\u30fc\u306e\u4ed5\u7d44\u307f\u3092\u8a2d\u3051\u3001\u6a29\u9650\u3092\u6301\u3063\u3066\u884c\u52d5\u3059\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u306f\u7279\u306b\u7d99\u7d9a\u7684\u306a\u76e3\u7763\u3092\u8ab2\u3059<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5c0e\u5165\u305d\u306e\u3082\u306e\u306b\u3064\u3044\u3066\u3082\u300c\u4e00\u6c17\u306b\u5168\u696d\u52d9\u3092\u81ea\u52d5\u5316\u3057\u306a\u3044\u300d\u306e\u304c\u5b9a\u77f3\u3060\u3002\u53cd\u5fa9\u7684\u3067\u624b\u9806\u304c\u660e\u78ba\u306a\u696d\u52d9\u30921\u3064\u9078\u3073\u3001\u6700\u521d\u306f\u51fa\u529b\u3092\u5168\u4ef6\u4eba\u304c\u30ec\u30d3\u30e5\u30fc\u3059\u308b\u4f53\u5236\uff08human-in-the-loop\uff09\u3067\u56de\u3057\u3001\u7cbe\u5ea6\u304c\u5b89\u5b9a\u3057\u3066\u304b\u3089\u5bfe\u8c61\u3092\u5e83\u3052\u3066\u3044\u304f\u3084\u308a\u65b9\u304c\u3001\u591a\u304f\u306e\u5b9f\u52d9\u5bb6\u306e\u9593\u3067\u5171\u901a\u3057\u3066\u63a8\u5968\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<h2>\u672c\u756a\u6295\u5165\u5f8c\u3082\u201c\u898b\u3048\u308b\u5316\u201d\u3092\u7d9a\u3051\u308b<\/h2>\n<p>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7d44\u307f\u8fbc\u3093\u3060\u5f8c\u3082\u653e\u7f6e\u306f\u7981\u7269\u3060\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6319\u52d5\u3092\u8ffd\u8de1\u3057\u3001\u51fa\u529b\u306e\u54c1\u8cea\u3092\u7d99\u7d9a\u7684\u306b\u8a55\u4fa1\u3059\u308b\u300c\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\u300d\u30c4\u30fc\u30eb\u306e\u5229\u7528\u304c\u3001Databricks\u306e\u8abf\u67fb\u3067\u3082\u672c\u756a\u7a3c\u50cd\u7387\u3068\u5f37\u304f\u76f8\u95a2\u3057\u3066\u3044\u305f\u3002\u4ee3\u8868\u7684\u306a\u3082\u306e\u306b\u3001LangChain\u7cfb\u5217\u306e<a href=\"https:\/\/www.langchain.com\/langsmith\" target=\"_blank\" rel=\"noopener\">LangSmith<\/a>\u3001OpenTelemetry\u30d9\u30fc\u30b9\u3067\u30bb\u30eb\u30d5\u30db\u30b9\u30c8\u3082\u53ef\u80fd\u306a<a href=\"https:\/\/langfuse.com\/\" target=\"_blank\" rel=\"noopener\">Langfuse<\/a>\u3001RAG\u306e\u691c\u7d22\u54c1\u8cea\u30c7\u30d0\u30c3\u30b0\u306b\u5f37\u3044<a href=\"https:\/\/arize.com\/\" target=\"_blank\" rel=\"noopener\">Arize<\/a>\u306a\u3069\u304c\u3042\u308b\u3002\u30c8\u30ec\u30fc\u30b9\u30fb\u8a55\u4fa1\u30fb\u76e3\u8996\u3092\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6570\u3092\u5897\u3084\u3059\u4ee5\u4e0a\u306b\u300c\u672c\u756a\u3067\u4f7f\u3048\u308bAI\u300d\u3078\u306e\u8fd1\u9053\u306b\u306a\u308b\u3002<\/p>\n<p>\u307e\u3068\u3081\u308b\u3068\u3001AI\u6d3b\u7528\u306e\u5b9f\u52d9\u30ce\u30a6\u30cf\u30a6\u306f\u610f\u5916\u306b\u30b7\u30f3\u30d7\u30eb\u3060\u3002\u2460\u6210\u679c\u304c\u51fa\u306a\u3044\u4e3b\u56e0\u306f\u6280\u8853\u3067\u306f\u306a\u304f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u7d71\u5408\u306e\u7518\u3055\u3067\u3042\u308b\u3068\u8a8d\u8b58\u3059\u308b\u3001\u2461\u30b7\u30e3\u30c9\u30fcAI\u3092\u7981\u6b62\u3067\u306f\u306a\u304f\u53ef\u8996\u5316\u3068\u516c\u5f0f\u4ee3\u66ff\u3067\u53d7\u3051\u6b62\u3081\u308b\u3001\u2462\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5897\u3084\u3059\u524d\u306b\u696d\u52d9\u8a2d\u8a08\u3068\u30ac\u30d0\u30ca\u30f3\u30b9\u3092\u6574\u3048\u308b\u3001\u2463\u672c\u756a\u6295\u5165\u5f8c\u3082\u8a55\u4fa1\u30fb\u76e3\u8996\u3092\u7d9a\u3051\u308b\u3002\u3053\u306e4\u70b9\u3092\u62bc\u3055\u3048\u308b\u3060\u3051\u3067\u3001\u591a\u304f\u306e\u4f01\u696d\u304c\u3064\u307e\u305a\u3044\u3066\u3044\u308b\u5834\u6240\u3092\u907f\u3051\u3089\u308c\u308b\u3002<\/p>\n<hr \/>\n<h2>\u4e3b\u306a\u60c5\u5831\u6e90<\/h2>\n<ul>\n<li><a href=\"https:\/\/nanda.mit.edu\/\" target=\"_blank\" rel=\"noopener\">Project NANDA\uff08MIT Media Lab\uff09<\/a><\/li>\n<li><a href=\"https:\/\/www.databricks.com\/resources\/ebook\/state-of-ai-agents\" target=\"_blank\" rel=\"noopener\">Databricks\u300c2026 State of AI Agents\u300d<\/a><\/li>\n<li><a href=\"https:\/\/www.verizon.com\/business\/resources\/reports\/dbir\/\" target=\"_blank\" rel=\"noopener\">Verizon\u300c2026 Data Breach Investigations Report\u300d<\/a><\/li>\n<li><a href=\"https:\/\/www.cio.com\/article\/4195782\/senior-executives-abuse-shadow-ai-twice-as-much-as-regular-employees-do.html\" target=\"_blank\" rel=\"noopener\">CIO: Senior executives abuse shadow AI twice as much as regular employees do<\/a><\/li>\n<li><a href=\"https:\/\/www.adaptivesecurity.com\/blog\/shadow-saas-definition-risks-governance\" target=\"_blank\" rel=\"noopener\">Adaptive Security: Shadow SaaS governance\uff08Cloud Security Alliance\u8abf\u67fb\u5f15\u7528\uff09<\/a><\/li>\n<li><a href=\"https:\/\/ontracsolutions.net\/en\/news\/shadow-ai-governance-enterprise-guide\" target=\"_blank\" rel=\"noopener\">Ontrac Solutions: Shadow AI Governance Guide<\/a><\/li>\n<\/ul>\n<p><small>\u5404\u30c4\u30fc\u30eb\u306f\u63d0\u4f9b\u5143\u306e\u898f\u7d04\u306b\u5f93\u3063\u3066\u3054\u5229\u7528\u304f\u3060\u3055\u3044\u3002\u60c5\u5831\u306f\u5404\u60c5\u5831\u6e90\u306e\u516c\u958b\u6642\u70b9\u306e\u3082\u306e\u3067\u3059\u3002\u53ce\u96c6\u30fb\u8981\u7d04\u306fAI\u3001\u516c\u958b\u5224\u65ad\u306f\u4eba\u3002<\/small><\/p>\n","protected":false},"excerpt":{"rendered":"<p>MIT\u306e\u6700\u65b0\u8abf\u67fb\u306f\u4f01\u696d\u306eGenAI\u5c0e\u5165\u306e9\u5272\u304c\u6210\u679c\u306b\u7d50\u3073\u3064\u3044\u3066\u3044\u306a\u3044\u3068\u5831\u544a\u3057\u305f\u3002\u305d\u306e\u88cf\u3067\u6025\u62e1\u5927\u3059\u308b\u300c\u30b7\u30e3\u30c9\u30fcAI\u300d\u554f\u984c\u3068\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5316\u306e\u843d\u3068\u3057\u7a74\u3001\u73fe\u5834\u3067\u4eca\u65e5\u304b\u3089\u52b9\u304f4\u3064\u306e\u7acb\u3066\u76f4\u3057\u30b9\u30c6\u30c3\u30d7\u3092\u307e\u3068\u3081\u305f\u3002<\/p>\n","protected":false},"author":1,"featured_media":44,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"page_builder":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-714","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-14"],"_links":{"self":[{"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/posts\/714","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/comments?post=714"}],"version-history":[{"count":1,"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/posts\/714\/revisions"}],"predecessor-version":[{"id":750,"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/posts\/714\/revisions\/750"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/media\/44"}],"wp:attachment":[{"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/media?parent=714"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/categories?post=714"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wetch.co.jp\/ai\/wp-json\/wp\/v2\/tags?post=714"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}