{"id":3349,"date":"2024-03-09T20:36:58","date_gmt":"2024-03-09T11:36:58","guid":{"rendered":"https:\/\/usknet.com\/dxgo\/?p=3349"},"modified":"2025-02-20T11:25:16","modified_gmt":"2025-02-20T02:25:16","slug":"what-is-hallucination","status":"publish","type":"post","link":"https:\/\/usknet.com\/dxgo\/contents\/dx-technology\/what-is-hallucination\/","title":{"rendered":"\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3068\u306f\uff1f\u751f\u6210AI\u3092\u5229\u7528\u3059\u308b\u30ea\u30b9\u30af\u3068\u5bfe\u7b56\u3092\u8003\u3048\u308b"},"content":{"rendered":"\n<p>\u3042\u3089\u3086\u308b\u4f01\u696d\u306b\u6c42\u3081\u3089\u308c\u308bDX\u63a8\u9032\u306b\u5fc5\u8981\u306a\u6280\u8853\u300cAI\u300d\u3002\u3057\u304b\u3057AI\u304c\u767a\u9054\u3059\u308b\u306b\u3064\u308c\u3066\u3001AI\u306e\u30e1\u30ea\u30c3\u30c8\u3060\u3051\u3067\u306a\u304f\u30c7\u30e1\u30ea\u30c3\u30c8\u3082\u660e\u3089\u304b\u306b\u306a\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u306a\u304b\u3067\u3082\u5927\u304d\u306a\u30c7\u30e1\u30ea\u30c3\u30c8\u3068\u3055\u308c\u308b\u306e\u304c\u300c\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u300d\u3067\u3059\u3002\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3068\u306f\u751f\u6210AI\u304c\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u73fe\u8c61\u3067\u3001\u8aa4\u3063\u305f\u56de\u7b54\u306b\u3088\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u30ea\u30b9\u30af\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u6982\u8981\u3068\u305d\u306e\u539f\u56e0\u3084\u5bfe\u7b56\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306b\u3064\u3044\u3066\u7406\u89e3\u3057\u305f\u3046\u3048\u3067\u751f\u6210AI\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u306a\u3069\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-0\">DX\u63a8\u9032\u306b\u304a\u3051\u308b\u751f\u6210AI\u306e\u5f79\u5272\u3068\u306f<\/h2>\n\n\n\n<p>\u751f\u6210AI\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001DX\u63a8\u9032\u306b\u3082\u3064\u306a\u304c\u308b\u6b21\u306e\u3088\u3046\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u751f\u307e\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ul>\n<li>\u52b9\u7387\u5316\u3001\u30b3\u30b9\u30c8\u524a\u6e1b\u3001\u751f\u7523\u6027\u5411\u4e0a\u3092\u5b9f\u73fe\u3059\u308b<br>\u4f5c\u696d\u306e\u81ea\u52d5\u5316\u306b\u3001\u5c02\u9580\u7684\u306a\u77e5\u8b58\u3084\u7d4c\u9a13\u3092\u3082\u3068\u306b\u3057\u305f\u5224\u65ad\u3092\u52a0\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u4f5c\u696d\u3092\u9ad8\u5ea6\u5316\u3059\u308b<br>\u5c02\u9580\u7684\u306a\u77e5\u8b58\u304c\u5fc5\u8981\u306a\u4f5c\u696d\u3067\u3082\u3001\u3042\u308b\u7a0b\u5ea6\u81ea\u52d5\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u65b0\u3057\u3044\u30a2\u30a4\u30c7\u30a2\u3084\u30d3\u30b8\u30cd\u30b9\u30e2\u30c7\u30eb\u3092\u751f\u307f\u51fa\u3059<br>\u65b0\u3057\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u63d0\u6848\u3084\u751f\u6210\u3001\u30e6\u30fc\u30b6\u30fc\u3068\u306e\u76f8\u8ac7\u306a\u3069\u304c\u53ef\u80fd\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u9867\u5ba2\u6e80\u8db3\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b<br>\u5546\u54c1\u3084\u30b5\u30fc\u30d3\u30b9\u3001\u9867\u5ba2\u5bfe\u5fdc\u306e\u30af\u30aa\u30ea\u30c6\u30a3\u304c\u4e0a\u304c\u308b\u3053\u3068\u3067\u3001\u9867\u5ba2\u6e80\u8db3\u5ea6\u3082\u5411\u4e0a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u610f\u601d\u6c7a\u5b9a\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b<br>\u3088\u308a\u7dfb\u5bc6\u3067\u7d20\u65e9\u3044\u30c7\u30fc\u30bf\u306e\u5206\u6790\u30fb\u4e88\u6e2c\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u751f\u6210AI\u3068DX\u306e\u95a2\u4fc2\u306f\u3001\u300c<a href=\"https:\/\/usknet.com\/dxgo\/contents\/dx-trend\/what-is-generative-ai-and-relationship-with-dx\/\">\u751f\u6210AI\u3068\u306f\uff1fDX\u3068\u306e\u95a2\u9023\u306f\uff1f\u6d3b\u7528\u306e\u5e83\u304c\u308a\u304c\u671f\u5f85\u3055\u308c\u308b\u6280\u8853<\/a>\u300d\u3082\u53c2\u8003\u306b\u306a\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u3042\u3089\u305f\u3081\u3066DX\u304c\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u304b\u78ba\u8a8d\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u300c<a href=\"https:\/\/usknet.com\/dxgo\/contents\/dx\/about-dx\/\">\u3010\u5fb9\u5e95\u89e3\u8aac\u3011DX(\u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3)\u3068\u306f\uff1f\u5fc5\u8981\u6027\u304b\u3089\u6210\u529f\u4e8b\u4f8b\u307e\u3067<\/a>\u300d\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-1\">\u751f\u6210AI\u3068\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3<\/h2>\n\n\n\n<p>\u591a\u304f\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u751f\u6210AI\u3067\u3059\u304c\u3001\u751f\u6210AI\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u3068\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u767a\u751f\u3059\u308b\u6050\u308c\u304c\u51fa\u3066\u304d\u307e\u3059\u3002\u305d\u3082\u305d\u3082\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3068\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u306a\u306e\u304b\u3001\u306a\u305c\u767a\u751f\u3059\u308b\u306e\u304b\u3001\u3069\u306e\u3088\u3046\u306a\u7a2e\u985e\u304c\u3042\u308b\u306e\u304b\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-2\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3068\u306f<\/h3>\n\n\n\n<p>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08Hallucination\uff09\u3068\u306f\u3082\u3068\u3082\u3068\u300c\u5e7b\u899a\u3001\u5e7b\u5f71\u300d\u3068\u3044\u3046\u610f\u5473\u3067\u3059\u3002\u751f\u6210AI\u304c\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u3001\u4e8b\u5b9f\u3068\u306f\u7570\u306a\u308b\u60c5\u5831\u3092\u5229\u7528\u3057\u3066\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u3092\u6307\u3057\u3001\u300c\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u3046\u305d\u300d\u3068\u3044\u3063\u305f\u610f\u5473\u5408\u3044\u3067\u3001\u3053\u3046\u547c\u3070\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u30c8\u30e9\u30d6\u30eb\u306b\u3064\u306a\u304c\u308b\u3053\u3068\u3082\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u751f\u6210AI\u306f\u56de\u7b54\u306e\u3082\u3068\u306b\u306a\u308b\u30c7\u30fc\u30bf\u3092\u8868\u793a\u3057\u306a\u3044\u3053\u3068\u3082\u591a\u3044\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u305d\u306e\u56de\u7b54\u304c\u771f\u5b9f\u304b\u3069\u3046\u304b\u3092\u3001\u305d\u306e\u5834\u3067\u3059\u3050\u306b\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u305d\u3046\u3044\u3063\u305f\u3053\u3068\u304b\u3089\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u767a\u751f\u306f\u554f\u984c\u8996\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-3\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306f\u306a\u305c\u767a\u751f\u3059\u308b\u306e\u304b<\/h3>\n\n\n\n<p>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u539f\u56e0\u306f\u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u3068\u8003\u3048\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul>\n<li>\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u9593\u9055\u3044\u304c\u3042\u308b\u3001\u53e4\u3044<\/li>\n\n\n\n<li>AI\u304c\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u6b63\u78ba\u306b\u7406\u89e3\u30fb\u628a\u63e1\u3067\u304d\u3066\u3044\u306a\u3044<\/li>\n\n\n\n<li>\u5b66\u7fd2\u30c7\u30fc\u30bf\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b<\/li>\n\n\n\n<li>\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u8aa4\u3063\u3066\u7d44\u307f\u5408\u308f\u305b\u3066\u3044\u308b<\/li>\n\n\n\n<li>\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u7406\u89e3\u305b\u305a\u306b\u63a8\u6e2c\u3057\u3066\u3044\u308b<\/li>\n\n\n\n<li>\u69cb\u7bc9\u3057\u305fAI\u30e2\u30c7\u30eb\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3084\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u306b\u554f\u984c\u304c\u3042\u308b<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306f\u5b66\u7fd2\u30c7\u30fc\u30bf\u304a\u3088\u3073\u305d\u306e\u7406\u89e3\u306b\u8d77\u56e0\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u73fe\u5728\u3067\u306f\u3001AI\u306e\u5b66\u7fd2\u306b\u5b8c\u5168\u306a\u30c7\u30fc\u30bf\u3092\u7528\u610f\u3067\u304d\u3066\u3044\u307e\u305b\u3093\u3002\u73fe\u72b6\u3067\u306f\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3092\u306a\u304f\u3059\u3053\u3068\u306f\u3067\u304d\u306a\u3044\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-4\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u7a2e\u985e<\/h3>\n\n\n\n<p>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306b\u306f\u30012\u3064\u306e\u7a2e\u985e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul>\n<li><strong>Intrinsic Hallucinations<\/strong><br>\u3053\u308c\u306f\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u306f\u7570\u306a\u308b\u5185\u5bb9\u306e\u56de\u7b54\u3092\u51fa\u529b\u3059\u308b\u3082\u306e\u3067\u3059\u3002<br>\u4f8b\u3048\u3070\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u306f\u300c\u300e\u30e6\u30fc\u30b0\u30ec\u30ca\u300f\u3068\u3044\u3046\u540d\u79f0\u306e\u7531\u6765\u306f\u3001\u30e9\u30c6\u30f3\u8a9e\u306e\u300e\u7f8e\u3057\u3044\u76ee\u300f\u300d\u3068\u3044\u3063\u305f\u60c5\u5831\u304c\u542b\u307e\u308c\u3066\u3044\u305f\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001AI\u304c\u300c\u30df\u30c9\u30ea\u30e0\u30b7\u306e\u7531\u6765\u306f\u30e9\u30c6\u30f3\u8a9e\u306e\u7f8e\u3057\u3044\u76ee\u3067\u3059\u300d\u3068\u56de\u7b54\u3092\u3059\u308b\u306a\u3069\u304c\u3001Intrinsic Hallucinations\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>Extrinsic Hallucinations<\/strong><br>\u3053\u308c\u306f\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u5b58\u5728\u3057\u306a\u3044\u5185\u5bb9\u3092\u56de\u7b54\u3068\u3057\u3066\u51fa\u529b\u3059\u308b\u3082\u306e\u3067\u3059\u3002<br>\u4f8b\u3048\u3070\u3001\u307e\u3063\u305f\u304f\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u306f\u306a\u3044\u3001\u300c\u30df\u30c9\u30ea\u30e0\u30b7\u306e\u540d\u524d\u306e\u7531\u6765\u306f\u3001\u300e\u7dd1\u304c\u3042\u307e\u308a\u306b\u9bae\u3084\u304b\u3067\u7121\u8996\u3067\u304d\u306a\u3044\u5b58\u5728\u300f\u3068\u3044\u3063\u305f\u610f\u5473\u3067\u3059\u300d\u3068\u3044\u3063\u305f\u56de\u7b54\u3092\u634f\u9020\u3059\u308b\u306a\u3069\u304c\u3001Extrinsic Hallucinations\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-5\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u30ea\u30b9\u30af\u3068\u5bfe\u7b56<\/h2>\n\n\n\n<p>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u3082\u305f\u3089\u3059\u30ea\u30b9\u30af\u3068\u305d\u306e\u5bfe\u7b56\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-6\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u3082\u305f\u3089\u3059\u30ea\u30b9\u30af<\/h3>\n\n\n\n<p>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u8d77\u3053\u308b\u3053\u3068\u3067\u3001\u6b21\u306e\u3088\u3046\u306a\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul>\n<li>AI\u306e\u8aa4\u3063\u305f\u56de\u7b54\u3092\u3082\u3068\u306b\u3001\u8aa4\u3063\u305f\u60c5\u5831\u304c\u5e83\u307e\u308b<\/li>\n\n\n\n<li>\u8aa4\u3063\u305f\u60c5\u5831\u3092\u3082\u3068\u306b\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u6b63\u78ba\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3048\u306a\u3044<\/li>\n<\/ul>\n\n\n\n<p>\u4f01\u696d\u304c\u5229\u7528\u3057\u3066\u3044\u308bAI\u3067\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u767a\u751f\u3059\u308c\u3070\u3001\u4f01\u696d\u3068\u3057\u3066\u306e\u8a55\u4fa1\u3084\u4fe1\u983c\u6027\u306e\u4f4e\u4e0b\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-7\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u767a\u751f\u3057\u306a\u3044\u3088\u3046\u306a\u30ea\u30b9\u30af\u7ba1\u7406<\/h3>\n\n\n\n<p>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3092\u767a\u751f\u3055\u305b\u306a\u3044\u305f\u3081\u306b\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u30ea\u30b9\u30af\u7ba1\u7406\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<ul>\n<li>\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3092\u7ba1\u7406\u3057\u5411\u4e0a\u3055\u305b\u308b<br>\u8aa4\u308a\u306e\u3042\u308b\u30c7\u30fc\u30bf\u3092\u3067\u304d\u308b\u3060\u3051\u306a\u304f\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0<br>\u5b66\u7fd2\u306b\u4f7f\u3046\u30c7\u30fc\u30bf\u3084\u5229\u7528\u3059\u308bURL\u3092\u6307\u5b9a\u3057\u3066\u3001\u30c7\u30fc\u30bf\u306e\u8cea\u3092\u7ba1\u7406\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>AI\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u3092\u76e3\u8996\u3059\u308b<br>\u8a2d\u8a08\u306b\u554f\u984c\u304c\u3042\u308b\u3068\u3001\u4e0d\u9069\u5207\u306aAI\u30e2\u30c7\u30eb\u3084\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u306b\u306a\u308a\u307e\u3059\u3002\u305d\u306e\u5834\u5408\u306fAI\u30e2\u30c7\u30eb\u3084\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u3092\u898b\u76f4\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>RLHF\uff08Reinforcement Learning from Human Feedback\uff09<br>\u4eba\u9593\u304b\u3089\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u3082\u3068\u306b\u3057\u3066\u5f37\u5316\u5b66\u7fd2\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8abf\u6574<br>\u30d7\u30ed\u30f3\u30d7\u30c8\uff08AI\u3078\u306e\u8cea\u554f\uff09\u306e\u4ed5\u65b9\u306b\u3088\u3063\u3066\u306f\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u8d77\u304d\u3084\u3059\u304f\u306a\u308b\u306e\u3067\u3001\u305d\u306e\u3088\u3046\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u308f\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-8\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u767a\u751f\u3078\u306e\u5bfe\u5fdc<\/h3>\n\n\n\n<p>AI\u3092\u5c0e\u5165\u3057\u3066\u3044\u308b\u4f01\u696d\u3067\u306f\u3001AI\u306e\u3059\u3079\u3066\u306e\u56de\u7b54\u306b\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u767a\u751f\u3092\u7591\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u6b21\u306e\u3088\u3046\u306a\u5bfe\u5fdc\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ul>\n<li>\u30e6\u30fc\u30b6\u30fc\u3078\u306e\u6559\u80b2<br>\u751f\u6210AI\u3067\u306f\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u3092\u8a8d\u8b58\u3055\u305b\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u4f5c\u6210\u3059\u308b<br>\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u8cea\u3084\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4f5c\u6210\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3001\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u4f5c\u6210\u3057\u914d\u5e03\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30d5\u30a1\u30af\u30c8\u30c1\u30a7\u30c3\u30af<br>\u56de\u7b54\u3092\u5229\u7528\u3059\u308b\u524d\u306b\u3001\u8aa4\u3063\u305f\u60c5\u5831\u3084\u4e0d\u6b63\u78ba\u306a\u56de\u7b54\u3067\u306f\u306a\u3044\u304b\u3092\u78ba\u8a8d\u3057\u3001\u751f\u6210AI\u306e\u51fa\u529b\u5185\u5bb9\u3092\u691c\u8a3c\u3057\u307e\u3059\u3002<br>\u78ba\u8a8d\u306e\u30d7\u30ed\u30bb\u30b9\u3082\u69cb\u7bc9\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/li>\n\n\n\n<li>\u51fa\u529b\u306e\u7d50\u679c\u306b\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u304b\u3051\u308b<br>\u4eba\u304c\u4f5c\u6210\u3057\u305f\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u304b\u3051\u308b\u3053\u3068\u3067\u3001\u504f\u308a\u3084\u8aa4\u308a\u304c\u51fa\u306a\u3044\u3088\u3046\u306b\u8abf\u6574\u3057\u307e\u3059\u3002\u4f55\u304c\u504f\u308a\u3067\u4f55\u304c\u8aa4\u308a\u306a\u306e\u304b\u3092\u5224\u65ad\u3059\u308b\u306e\u306f\u4eba\u3067\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-9\">\u751f\u6210AI\u3092\u6d3b\u7528\u3059\u308b\u3046\u3048\u3067\u306e\u6700\u9069\u306a\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<\/h2>\n\n\n\n<p>\u73fe\u5728\u3067\u306f\u3001\u751f\u6210AI\u3092\u5229\u7528\u3059\u308c\u3070\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u3042\u308b\u7a0b\u5ea6\u767a\u751f\u3059\u308b\u3053\u3068\u3092\u9632\u3050\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u8d77\u3053\u308b\u3053\u3068\u3092\u524d\u63d0\u306b\u3057\u3066\u5229\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u73fe\u6bb5\u968e\u3067\u306f\u30e6\u30fc\u30b6\u30fc\u306e\u5074\u304c\u751f\u6210AI\u3092\u3046\u307e\u304f\u4f7f\u3046\u30b9\u30ad\u30eb\u3092\u990a\u3046\u3053\u3068\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u822c\u7684\u306a\u4f01\u696d\u3067\u3042\u308c\u3070\u3001\u3059\u3079\u3066\u3092\u751f\u6210AI\u3067\u51e6\u7406\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u696d\u52d9\u306e\u30c7\u30b8\u30bf\u30eb\u5316\uff08\u30c7\u30b8\u30bf\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\uff09\u306e\u6bb5\u968e\u306a\u3089\u3001\u6b63\u3057\u3044\u30c7\u30fc\u30bf\u3084\u60c5\u5831\u3060\u3051\u3067\u7269\u4e8b\u3092\u5224\u65ad\u3057\u3001\u305d\u306e\u3046\u3048\u3067\u696d\u52d9\u52b9\u7387\u5316\u3092\u884c\u3046\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u306f\u4f01\u696d\u5185\u306e\u30c7\u30b8\u30bf\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u9032\u3081\u3066\u3044\u304d\u3001\u751f\u6210AI\u306f\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u5229\u7528\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u3092\u8003\u3048\u3066\u3082\u9045\u304f\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u30c7\u30b8\u30bf\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306b\u3064\u3044\u3066\u306f\u3001\u300c<a href=\"https:\/\/usknet.com\/dxgo\/contents\/digitalization\/about-digitalization\/\">\u30c7\u30b8\u30bf\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3068\u306f\uff1f\u52b9\u679c\u3084\u696d\u7a2e\u5225\u306e\u5177\u4f53\u4f8b\u3068\u63a8\u9032\u306e\u30b9\u30c6\u30c3\u30d7<\/a>\u300d\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-10\">\u751f\u6210AI\u306b\u306f\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u767a\u751f\u3059\u308b\u3053\u3068\u3092\u7406\u89e3\u3057\u3066\u5229\u7528\u3057\u3088\u3046<\/h2>\n\n\n\n<p>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3068\u306f\u3001\u671f\u5f85\u3068\u306f\u7570\u306a\u308a\u3001\u751f\u6210AI\u304c\u8aa4\u3063\u305f\u5185\u5bb9\u3001\u3082\u3057\u304f\u306f\u771f\u507d\u3092\u78ba\u8a8d\u3067\u304d\u306a\u3044\u5185\u5bb9\u306e\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u591a\u304f\u306f\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u539f\u56e0\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u73fe\u72b6\u3067\u306f\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u767a\u751f\u3092\u6291\u3048\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u307e\u305f\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u767a\u751f\u3057\u3066\u3082\u3059\u3050\u306b\u898b\u5206\u3051\u3089\u308c\u306a\u3044\u3053\u3068\u3082\u591a\u3044\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u751f\u6210AI\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u306f\u30d5\u30a1\u30af\u30c8\u30c1\u30a7\u30c3\u30af\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u3042\u3089\u304b\u3058\u3081\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u767a\u751f\u3057\u306a\u3044\u3088\u3046\u306a\u30ea\u30b9\u30af\u7ba1\u7406\u3082\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308a\u8aa4\u3063\u305f\u60c5\u5831\u3092\u767a\u4fe1\u3059\u308c\u3070\u3001\u4f01\u696d\u306e\u4fe1\u983c\u6027\u306b\u3082\u95a2\u308f\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3092\u907f\u3051\u308b\u306b\u306f\u3001\u5fc5\u8981\u4ee5\u4e0a\u306b\u751f\u6210AI\u3092\u4f7f\u308f\u306a\u3044\u3068\u3044\u3046\u9078\u629e\u80a2\u3082\u3042\u308a\u307e\u3059\u3002\u30c7\u30b8\u30bf\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3067\u3042\u308c\u3070\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u767a\u751f\u3092\u6c17\u306b\u305b\u305a\u306b\u3001\u696d\u52d9\u52b9\u7387\u5316\u3092\u63a8\u3057\u9032\u3081\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u5b9f\u969b\u306e\u73fe\u5834\u3067\u3082\u3001\u30c7\u30b8\u30bf\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3067\u5341\u5206\u306a\u5834\u9762\u3082\u591a\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u4f01\u696d\u306e\u696d\u52d9\u3092\u5927\u304d\u304f\u52b9\u7387\u5316\u3067\u304d\u308b\u30c7\u30b8\u30bf\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u63a8\u9032\u306b\u3064\u3044\u3066\u306f\u3001\u30e6\u30fc\u30b6\u30c3\u30af\u30b7\u30b9\u30c6\u30e0\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/www.usknet.com\/services\/#search-solution\">\u88fd\u54c1\u30fb\u30b5\u30fc\u30d3\u30b9 | \u30e6\u30fc\u30b6\u30c3\u30af\u30b7\u30b9\u30c6\u30e0<\/a><\/p>\n\n\n\n<p><a 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