{"id":30277,"date":"2025-10-29T08:00:55","date_gmt":"2025-10-29T15:00:55","guid":{"rendered":"https:\/\/vantiq.com\/blog\/%e8%87%aa%e5%8b%95%e5%8c%96%e3%81%8b%e3%82%89%e8%87%aa%e5%be%8b%e5%8c%96%e3%81%b8%ef%bc%9a%e5%ae%9f%e4%b8%96%e7%95%8c%e3%81%ae%e3%82%a2%e3%83%97%e3%83%aa%e3%82%b1%e3%83%bc%e3%82%b7%e3%83%a7%e3%83%b3\/"},"modified":"2025-10-29T08:00:55","modified_gmt":"2025-10-29T15:00:55","slug":"from-automation-to-autonomy-the-rise-of-agentic-ai-in-real-world-applications","status":"publish","type":"post","link":"https:\/\/vantiq.com\/ja\/blog\/from-automation-to-autonomy-the-rise-of-agentic-ai-in-real-world-applications\/","title":{"rendered":"\u81ea\u52d5\u5316\u304b\u3089\u81ea\u5f8b\u5316\u3078\uff1a\u5b9f\u4e16\u754c\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8 AI \u306e\u53f0\u982d"},"content":{"rendered":"

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Andrew Ng\u304c\u6700\u8fd1\u30b9\u30bf\u30f3\u30d5\u30a9\u30fc\u30c9\u5927\u5b66\u3067\u884c\u3063\u305f\u8b1b\u7fa9\u3067\u8ff0\u3079\u305f\u3088\u3046\u306b\u3001\u300c\u79c1\u305f\u3061\u306fAI\u3092\u5b64\u7acb\u3057\u305f\u65b9\u6cd5\u3067\u8ce2\u304f\u306a\u308b\u3088\u3046\u306b\u8a13\u7df4\u3057\u307e\u3057\u305f\u3002\u4eca\u5fc5\u8981\u306a\u306e\u306f\u3001\u72b6\u6cc1\u3068\u7d50\u679c\u3092\u8a8d\u8b58\u3057\u306a\u304c\u3089\u3001\u6642\u9593\u306e\u7d4c\u904e\u3068\u3068\u3082\u306b\u81ea\u5f8b\u7684\u306b\u6709\u7528\u306a\u3053\u3068\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308bAI\u3067\u3059\u300d\u3002 \u5f93\u6765\u306e AI \u30b7\u30b9\u30c6\u30e0\u306f\u3001\u4e8b\u524d\u5b9a\u7fa9\u3055\u308c\u305f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u4f9d\u5b58\u3057\u3066\u3044\u307e\u3059\u3002 \u901a\u5e38\u3001\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u30c7\u30fc\u30bf\u306f\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u5909\u63db\u3055\u308c\u3001\u4e88\u6e2c\u307e\u305f\u306f\u5206\u985e\u3092\u51fa\u529b\u3057\u305f\u5f8c\u3001\u5225\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u6e21\u3055\u308c\u3066\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002 \u3053\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u3001\u7279\u306b\u30e9\u30a4\u30d6\u30c7\u30fc\u30bf\u3084\u5909\u5316\u3059\u308b\u72b6\u6cc1\u3078\u306e\u9069\u5fdc\u3092\u5fc5\u8981\u3068\u3059\u308b\u30c9\u30e1\u30a4\u30f3\u306b\u304a\u3044\u3066\u3001\u8106\u5f31\u306a\u4f9d\u5b58\u95a2\u4fc2\u3092\u751f\u307f\u51fa\u3057\u307e\u3059\u3002 AI \u306e\u5c0e\u5165\u304c\u30c7\u30b8\u30bf\u30eb\u4e16\u754c\u3092\u8d85\u3048\u3066\u7269\u6d41\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u3001\u88fd\u9020\u3001\u516c\u5171\u5b89\u5168\u306a\u3069\u306e\u5206\u91ce\u3078\u3068\u62e1\u5927\u3059\u308b\u306b\u3064\u308c\u3066\u3001\u3053\u306e\u53b3\u683c\u306a\u30e2\u30c7\u30eb\u306e\u9650\u754c\u304c\u660e\u3089\u304b\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

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Anthropic \u3068 LangChain \u306e\u7814\u7a76\u306b\u3088\u308a\u3001\u57cb\u3081\u8fbc\u307f\u30d9\u30fc\u30b9\u306e\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u30ed\u30b0\u3001\u30b4\u30fc\u30eb\u30b9\u30bf\u30c3\u30af\u306a\u3069\u306e\u57fa\u672c\u7684\u306a\u30e1\u30e2\u30ea\u30e1\u30ab\u30cb\u30ba\u30e0\u3067\u3055\u3048\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u4fe1\u983c\u6027\u3092\u5927\u5e45\u306b\u9ad8\u3081\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3057\u305f\u3002 \u3088\u308a\u9ad8\u5ea6\u306a\u8a2d\u8a08\u3067\u306f\u3001\u30a8\u30d5\u30a7\u30e1\u30e9\u30eb\uff08\u30bb\u30c3\u30b7\u30e7\u30f3\u56fa\u6709\uff09\u3001\u30ef\u30fc\u30ad\u30f3\u30b0\uff08\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\/\u30bf\u30b9\u30af\u56fa\u6709\uff09\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\uff08\u30b0\u30ed\u30fc\u30d0\u30eb\uff09\u3068\u3044\u3063\u305f\u8907\u6570\u306e\u968e\u5c64\u306e\u30e1\u30e2\u30ea\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u307e\u3059\u3002 \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u30e1\u30e2\u30ea\u3092\u4f7f\u7528\u3057\u3066\u3001\u4ee5\u524d\u306e\u8a66\u307f\u304b\u3089\u5b66\u7fd2\u3057\u305f\u308a\u3001\u6226\u7565\u3092\u518d\u8abf\u6574\u3057\u305f\u308a\u3001\u30c4\u30fc\u30eb\u306e\u9078\u629e\u3092\u6539\u5584\u3057\u305f\u308a\u3057\u307e\u3059\u3002<\/p>\n

\u81ea\u6cbb\u6027\u306b\u306f\u8cac\u4efb\u306e\u5fc5\u8981\u6027\u304c\u4f34\u3044\u307e\u3059\u3002 \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u81ea\u3089\u306e\u7d50\u679c\u3092\u8a55\u4fa1\u3057\u3001\u5b9a\u7fa9\u3055\u308c\u305f\u76ee\u6a19\u3084\u3057\u304d\u3044\u5024\u3068\u6bd4\u8f03\u3057\u3001\u5916\u90e8\u30c8\u30ea\u30ac\u30fc\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u662f\u6b63\u63aa\u7f6e\u3092\u8b1b\u3058\u307e\u3059\u3002 Vantiq \u306f\u3001\u5b9a\u7fa9\u6e08\u307f\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30e1\u30c8\u30ea\u30c3\u30af\u306b\u57fa\u3065\u304f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u76e3\u8996\u3001\u30eb\u30fc\u30eb\u8a55\u4fa1\u3001\u304a\u3088\u3073\u9069\u5fdc\u578b\u81ea\u52d5\u5316\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u306e\u30e2\u30c7\u30eb\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u5831\u916c\u30e2\u30c7\u30eb\u3001\u55dc\u597d\u5b66\u7fd2\u3001\u4eba\u9593\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306b\u57fa\u3065\u304f\u5f37\u5316\u5b66\u7fd2\u306e\u5b9f\u88c5\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u878d\u5408\u3057\u3064\u3064\u3042\u308a\u307e\u3059\u3002 MIT\u306e\u96c6\u56e3\u77e5\u6027\u30bb\u30f3\u30bf\u30fc\u306e\u7814\u7a76\u8005\u305f\u3061\u306f\u3053\u306e\u70b9\u3092\u5f37\u8abf\u3057\u3066\u3044\u307e\u3059\uff1a\u300c\u52b9\u679c\u7684\u306a\u4e3b\u4f53\u6027\u306b\u306f\u3001\u6700\u9069\u3067\u306a\u3044\u7d4c\u8def\u3092\u691c\u51fa\u3057\u3001\u81ea\u5206\u306e\u9078\u629e\u3092\u8aac\u660e\u3057\u3001\u65b0\u305f\u306a\u8981\u56e0\u304c\u306a\u3044\u5834\u5408\u306b\u3082\u30b3\u30fc\u30b9\u3092\u4fee\u6b63\u3067\u304d\u308b\u8a55\u4fa1\u7684\u63a8\u8ad6\u30b7\u30b9\u30c6\u30e0\u304c\u5fc5\u8981\u3067\u3059\u300d\u3002<\/p>\n

\u7406\u8ad6\u304b\u3089\u30a4\u30f3\u30d1\u30af\u30c8\u3078\uff1a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8 AI \u304c\u666e\u53ca\u3057\u3066\u3044\u308b\u5206\u91ce<\/strong><\/h3>\n

\u4eba\u5de5\u77e5\u80fd\u306b\u95a2\u3059\u308b\u8b70\u8ad6\u306e\u591a\u304f\u306f\u3001\u57fa\u672c\u7684\u306a\u30e2\u30c7\u30eb\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3084\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u6d41\u66a2\u3055\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u307e\u3059\u304c\u3001\u3053\u306e\u5909\u9769\u306f\u3001\u9069\u5fdc\u6027\u3068\u81ea\u5f8b\u7684\u306a\u8abf\u6574\u304c\u904b\u7528\u4e0a\u306e\u6210\u529f\u3092\u5de6\u53f3\u3059\u308b\u30ea\u30b9\u30af\u304c\u9ad8\u304f\u30c7\u30fc\u30bf\u96c6\u7d04\u578b\u306e\u74b0\u5883\u3067\u8d77\u3053\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u5fdc\u7b54\u6642\u9593\u3092\u30df\u30ea\u79d2\u5358\u4f4d\u3067\u6e2c\u5b9a\u3059\u308b\u5834\u5408\u3001\u4e3b\u4f53\u7684AI\u306f\u6839\u672c\u7684\u306a\u5909\u5316\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002 \u73fe\u4ee3\u306e\u516c\u5171\u5b89\u5168\u6d3b\u52d5\u306f\u3001\u76e3\u8996\u30d3\u30c7\u30aa\u3001\u6307\u4ee4\u30ed\u30b0\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u4fe1\u53f7\u3001\u4ea4\u901a\u30c6\u30ec\u30e1\u30c8\u30ea\u306a\u3069\u3001\u591a\u304f\u306e\u624b\u6bb5\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u306b\u4f9d\u5b58\u3057\u3066\u3044\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u60c5\u5831\u3092\u4eba\u9593\u306e\u610f\u601d\u6c7a\u5b9a\u8005\u306b\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3059\u308b\u3068\u3044\u3046\u5f93\u6765\u306e\u30e2\u30c7\u30eb\u306f\u3001\u307e\u3059\u307e\u3059\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u306f\u306a\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

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\u7279\u306b\u3001\u4e3b\u4f53\u7684\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u904e\u53bb\u306e\u30a4\u30d9\u30f3\u30c8\u30e2\u30c7\u30eb\u3084\u74b0\u5883\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3068\u306e\u76f8\u4e92\u53c2\u7167\u3001\u4eba\u9593\u304c\u95a2\u4e0e\u3059\u308b\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u30b5\u30a4\u30af\u30eb\u306e\u5b66\u7fd2\u306b\u3088\u3063\u3066\u3001\u77db\u76fe\u3059\u308b\u30c7\u30fc\u30bf\u3092\u89e3\u6c7a\u3059\u308b\uff08\u3064\u307e\u308a\u3001\u8aa4\u5831\u3068\u5b9f\u969b\u306e\u8105\u5a01\u3092\u533a\u5225\u3059\u308b\uff09\u70b9\u3067\u512a\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u8a3c\u660e\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n

\u540c\u69d8\u306b\u3001\u73fe\u4ee3\u306e\u30a8\u30cd\u30eb\u30ae\u30fc\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u9759\u7684\u81ea\u52d5\u5316\u306f\u8ffd\u3044\u3064\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3002 \u30b0\u30ea\u30c3\u30c9\u4e8b\u696d\u8005\u306f\u3001\u8ca0\u8377\u5206\u6563\u3001\u96fb\u529b\u30d5\u30ed\u30fc\u306e\u518d\u914d\u7dda\u3001\u969c\u5bb3\u306e\u691c\u51fa\u3001\u3055\u3089\u306b\u306f\u30ed\u30fc\u30ab\u30eb\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u4ea4\u6e09\u306a\u3069\u3092\u884c\u3046\u305f\u3081\u306b\u3001\u4e3b\u4f53\u7684AI\u306b\u307e\u3059\u307e\u3059\u4f9d\u5b58\u3059\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002 \u56fd\u969b\u30a8\u30cd\u30eb\u30ae\u30fc\u6a5f\u95a2\uff08IEA\uff09\u306e\u300cAutonomous Grid Intelligence\u300d\uff082024\u5e74\uff09\u3068\u984c\u3055\u308c\u305f\u8ad6\u6587\u3067\u306f\u3001\u30b9\u30ab\u30f3\u30b8\u30ca\u30d3\u30a2\u3067\u306e\u5c0e\u5165\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u5730\u57df\u3067\u306f\u3001\u4e3b\u4f53\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u304c\u30ab\u30b9\u30b1\u30fc\u30c9\u969c\u5bb3\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u306b\u8ca0\u8377\u512a\u5148\u9806\u4f4d\u3092\u30df\u30ea\u79d2\u5358\u4f4d\u3067\u518d\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u505c\u96fb\u3092\u9632\u304e\u307e\u3057\u305f\u3002 \u3053\u308c\u3089\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u53b3\u3057\u3044\u898f\u5236\u3068\u5b89\u5168\u6027\u306e\u5883\u754c\u5185\u3067\u904b\u7528\u3055\u308c\u3001\u30bb\u30ad\u30e5\u30a2\u306aAPI\u3068\u8a8d\u8a3c\u6e08\u307f\u30ed\u30b8\u30c3\u30af\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u76e3\u67fb\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3057\u305f\u3002 \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u7570\u5e38\u306b\u30d5\u30e9\u30b0\u3092\u7acb\u3066\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u554f\u984c\u3092\u89e3\u6c7a\u3057\u307e\u3057\u305f\u3002<\/p>\n

\u4e3b\u4f53\u6027\u3092\u8003\u616e\u3057\u305f\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\uff1a\u5b9f\u4e16\u754c\u306b\u304a\u3051\u308b\u30c7\u30b6\u30a4\u30f3\u30d1\u30bf\u30fc\u30f3<\/strong><\/h3>\n

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\u77e5\u899a\u5c64:<\/strong> \u74b0\u5883\u3068\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3067\u3059\u3002 \u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5165\u529b\u3092\u53d6\u308a\u8fbc\u307f\u3001\u30c0\u30a6\u30f3\u30b9\u30c8\u30ea\u30fc\u30e0\u3067\u4f7f\u7528\u3059\u308b\u305f\u3081\u306b\u305d\u308c\u3089\u3092\u6b63\u898f\u5316\u3057\u307e\u3059\u3002 \u3053\u306e\u30ec\u30a4\u30e4\u30fc\u306f\u5358\u7d14\u306a\u30c7\u30fc\u30bf\u53d6\u308a\u8fbc\u307f\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u72b6\u6cc1\u8a8d\u8b58\u3092\u78ba\u7acb\u3057\u3001\u7279\u5b9a\u306e\u72b6\u6cc1\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u5185\u3067\u30a4\u30d9\u30f3\u30c8\u306e\u91cd\u8981\u6027\u3092\u7406\u89e3\u3057\u307e\u3059\u3002 Vantiq\u306e\u3088\u3046\u306a\u9ad8\u5ea6\u306a\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0\u306b\u308f\u305f\u3063\u3066\u30a4\u30d9\u30f3\u30c8\u3092\u95a2\u9023\u4ed8\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u5b64\u7acb\u3057\u305f\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u3068\u3088\u308a\u8907\u96d1\u306a\u72b6\u6cc1\u3092\u793a\u3059\u8abf\u6574\u3055\u308c\u305f\u30d1\u30bf\u30fc\u30f3\u3092\u533a\u5225\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u8a8d\u77e5\u30ec\u30a4\u30e4\u30fc:<\/strong> \u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u89e3\u91c8\u3057\u3001\u72b6\u6cc1\u3092\u5206\u985e\u3057\u3001\u76ee\u6a19\u3084\u30b5\u30d6\u30b4\u30fc\u30eb\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002 \u591a\u304f\u306e\u5834\u5408\u3001\u57fa\u790e\u30e2\u30c7\u30eb\u3001\u30c9\u30e1\u30a4\u30f3\u56fa\u6709\u306e\u5206\u985e\u5668\u3001\u304a\u3088\u3073\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u3063\u3066\u5f37\u5316\u3055\u308c\u307e\u3059\u3002<\/p>\n

\u8a08\u753b\u30ec\u30a4\u30e4\u30fc:<\/strong> \u76ee\u6a19\u3092\u8907\u6570\u306e\u30b9\u30c6\u30c3\u30d7\u304b\u3089\u306a\u308b\u8a08\u753b\u306b\u5206\u89e3\u3057\u3001\u6761\u4ef6\u4ed8\u304d\u30ed\u30b8\u30c3\u30af\u3092\u51e6\u7406\u3057\u3001\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306b\u9069\u5fdc\u3057\u307e\u3059\u3002 \u8a08\u753b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u77e5\u8b58\u30b0\u30e9\u30d5\u3001\u307e\u305f\u306f\u30bf\u30b9\u30af\u30c4\u30ea\u30fc\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002 \u30a4\u30d9\u30f3\u30c8\u30c8\u30ea\u30ac\u30fc\u578b\u30b7\u30b9\u30c6\u30e0\u306e\u8a08\u753b\u30ec\u30a4\u30e4\u306f\u3001\u4eba\u9593\u306e\u6307\u793a\u3092\u5f85\u3064\u3053\u3068\u306a\u304f\u3001\u72b6\u6cc1\u306b\u5fdc\u3058\u3066\u9069\u5207\u306a\u5fdc\u7b54\u3092\u8fc5\u901f\u306b\u751f\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u305d\u306e\u305f\u3081\u306b\u306f\u3001\u4e8b\u524d\u306b\u78ba\u7acb\u3055\u308c\u305f\u7dca\u6025\u4e8b\u614b\u8a08\u753b\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u3053\u306e\u8a08\u753b\u306f\u5404\u30a4\u30d9\u30f3\u30c8\u306e\u7279\u5b9a\u306e\u72b6\u6cc1\u306b\u57fa\u3065\u3044\u3066\u81ea\u52d5\u7684\u306b\u9069\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u30a2\u30af\u30b7\u30e7\u30f3\u30ec\u30a4\u30e4\u30fc:<\/strong> \u5916\u90e8 API\u3001\u30ed\u30dc\u30c3\u30c8\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3001\u307e\u305f\u306f\u5185\u90e8\u30b7\u30b9\u30c6\u30e0\u3092\u4f7f\u7528\u3057\u3066\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002 \u518d\u8a66\u884c\u3001\u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af\u6226\u7565\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u8ffd\u8de1\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002 Vantiq\u306e\u7d71\u5408\u30ec\u30a4\u30e4\u30fc\u306f\u3001\u5206\u6563\u30b5\u30fc\u30d3\u30b9\u3068\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30a2\u30af\u30b7\u30e7\u30f3\u9593\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u901a\u4fe1\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002 \u30a4\u30d9\u30f3\u30c8\u306b\u3088\u3063\u3066\u30c8\u30ea\u30ac\u30fc\u3055\u308c\u308b\u30a2\u30af\u30b7\u30e7\u30f3\u306f\u3001\u72b6\u6cc1\u3068\u91cd\u5927\u5ea6\u306b\u5408\u308f\u305b\u3066\u6b63\u78ba\u306b\u8abf\u6574\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 n8n \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30a4\u30d9\u30f3\u30c8\u7279\u6027\u3084\u72b6\u6cc1\u8981\u56e0\u306b\u57fa\u3065\u3044\u3066\u3055\u307e\u3056\u307e\u306a\u30ec\u30b9\u30dd\u30f3\u30b9\u30b7\u30fc\u30b1\u30f3\u30b9\u3092\u30c8\u30ea\u30ac\u30fc\u3067\u304d\u308b\u9ad8\u5ea6\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u81ea\u52d5\u5316\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u306e\u70b9\u3067\u512a\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u8a55\u4fa1\u30ec\u30a4\u30e4\u30fc:<\/strong> KPI\u307e\u305f\u306f\u6e80\u8db3\u5ea6\u95a2\u6570\u306b\u5bfe\u3057\u3066\u7d50\u679c\u3092\u76e3\u8996\u3057\u307e\u3059\u3002 \u518d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3084\u76e3\u67fb\u306e\u305f\u3081\u306b\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u518d\u8a08\u753b\u3001\u307e\u305f\u306f\u8a18\u9332\u3067\u304d\u307e\u3059\u3002 Vantiq \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u8a55\u4fa1\u30ed\u30b8\u30c3\u30af\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30eb\u30fc\u30eb\u306b\u30a8\u30f3\u30b3\u30fc\u30c9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u52d5\u7684\u306a\u76e3\u8996\u3068\u30b3\u30fc\u30b9\u4fee\u6b63\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/p>\n

\u3053\u306e\u968e\u5c64\u5316\u8a2d\u8a08\u306b\u3088\u308a\u3001\u30e2\u30b8\u30e5\u30fc\u30eb\u6027\u3001\u969c\u5bb3\u5206\u96e2\u3001\u304a\u3088\u3073\u89b3\u6e2c\u6027\u304c\u5b9f\u73fe\u3055\u308c\u307e\u3059\u3002 \u30a2\u30ec\u30f3 AI \u7814\u7a76\u6240\u306e 2024 \u5e74\u306e\u30ec\u30d3\u30e5\u30fc\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u3001\u300c\u8a55\u4fa1\u3068\u8a08\u753b\u3092\u5206\u96e2\u3057\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u9a12\u3005\u3057\u3044\u74b0\u5883\u4e0b\u3067\u30bf\u30b9\u30af\u306e\u6210\u529f\u7387\u3092\u5927\u5e45\u306b\u9ad8\u3081\u305f\u300d\u306e\u3067\u3059\u3002<\/p>\n

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\u4eca\u5f8c\u306e\u9053\u7b4b\uff1a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8 AI \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306b\u304a\u3051\u308b\u8ab2\u984c\u3068\u6a5f\u4f1a<\/strong><\/h3>\n

\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u884c\u52d5\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u306f\u3001\u5f93\u6765\u306e AI \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6e2c\u5b9a\u3059\u308b\u3053\u3068\u3088\u308a\u3082\u306f\u308b\u304b\u306b\u56f0\u96e3\u3067\u3059\u3002 \u3053\u306e\u8ab2\u984c\u306f\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u8a8d\u8b58\u3092\u5099\u3048\u305f\u30a4\u30d9\u30f3\u30c8\u30c8\u30ea\u30ac\u30fc\u578b\u30b7\u30b9\u30c6\u30e0\u306b\u3068\u3063\u3066\u7279\u306b\u6df1\u523b\u3067\u3059\u3002\u3053\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u6210\u529f\u306f\u500b\u3005\u306e\u5fdc\u7b54\u3060\u3051\u3067\u306a\u304f\u3001\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u3092\u8aa4\u691c\u77e5\u3067\u5727\u5012\u3059\u308b\u3053\u3068\u306a\u304f\u9069\u5207\u306a\u8b66\u6212\u3092\u7dad\u6301\u3067\u304d\u308b\u30b7\u30b9\u30c6\u30e0\u80fd\u529b\u306b\u3082\u4f9d\u5b58\u3057\u3066\u3044\u307e\u3059\u3002 \u611f\u5ea6\u3068\u7279\u7570\u6027\u306e\u30d0\u30e9\u30f3\u30b9\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002 \u30b7\u30b9\u30c6\u30e0\u306f\u3001\u7121\u95a2\u4fc2\u306a\u30ce\u30a4\u30ba\u3092\u7121\u8996\u3057\u306a\u304c\u3089\u3001\u672c\u7269\u306e\u8105\u5a01\u3092\u691c\u51fa\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u7cbe\u5ea6\u3084BLEU\u30b9\u30b3\u30a2\u306a\u3069\u306e\u6a19\u6e96\u7684\u306a\u6307\u6a19\u306f\u3001\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u9577\u671f\u306b\u308f\u305f\u3063\u3066\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u76ee\u6a19\u3067\u3042\u308b\u5834\u5408\u306b\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002 \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u306e\u6210\u529f\u306f\u3001\u76ee\u6a19\u9054\u6210\u5ea6\u3001\u5931\u6557\u306b\u5bfe\u3059\u308b\u56de\u5fa9\u529b\u3001\u5909\u5316\u306b\u5bfe\u3059\u308b\u5bfe\u5fdc\u529b\u306b\u4f9d\u5b58\u3057\u307e\u3059\u3002<\/p>\n

2024 \u5e74\u306b\u958b\u50ac\u3055\u308c\u305f NeurIPS \u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u3067\u6307\u6458\u3055\u308c\u305f\u3088\u3046\u306b\u3001\u300c\u9577\u671f\u306b\u308f\u305f\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u52d5\u4f5c\u306b\u95a2\u3059\u308b\u6a19\u6e96\u7684\u306a\u8a55\u4fa1\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u5b58\u5728\u3057\u306a\u3044\u305f\u3081\u3001\u6709\u610f\u7fa9\u306a\u6bd4\u8f03\u3068\u9032\u6b69\u304c\u9045\u308c\u3066\u3044\u307e\u3059\u300d\u3002 \u73fe\u5728\u3001\u4e00\u90e8\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u74b0\u5883\u30b7\u30df\u30e5\u30ec\u30fc\u30bf\uff08WebArena\u3084EvalGAI\u306a\u3069\uff09\u3092\u4f7f\u7528\u3057\u3066\u30de\u30eb\u30c1\u30b9\u30c6\u30c3\u30d7\u63a8\u8ad6\u3092\u8a55\u4fa1\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u4ed6\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u72ed\u3044\u9818\u57df\u5411\u3051\u306b\u30ab\u30b9\u30bf\u30e0\u5831\u916c\u95a2\u6570\u3092\u958b\u767a\u3057\u3066\u3044\u307e\u3059\u3002 \u3057\u304b\u3057\u3001\u5408\u610f\u306f\u307e\u3060\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n

\u7269\u7406\u74b0\u5883\u3067\u306f\u3001\u72b6\u614b\u304c\u4e2d\u671f\u8a08\u753b\u3092\u5909\u66f4\u3057\u305f\u308a\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30b5\u30d6\u30b4\u30fc\u30eb\u304c\u77db\u76fe\u3057\u305f\u308a\u3001\u30c4\u30fc\u30eb\u306e\u51fa\u529b\u304c\u8aa4\u89e3\u3055\u308c\u305f\u308a\u3001\u5faa\u74b0\u63a8\u8ad6\u304c\u767a\u751f\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002 \u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u30fb\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u3068\u7d71\u8a08\u7684\u63a8\u8ad6\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u3001\u5b89\u5168\u306a\u30d5\u30a7\u30a4\u30eb\u30aa\u30fc\u30d0\u30fc\u30fb\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u5099\u3048\u305f\u5b9f\u884c\u30b5\u30f3\u30c9\u30dc\u30c3\u30af\u30b9\u3068\u540c\u69d8\u306b\u3001\u3044\u304f\u3089\u304b\u306e\u7de9\u548c\u7b56\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u3057\u304b\u3057\u3001\u5805\u7262\u306a\u8a08\u753b\u7b56\u5b9a\u306f\u4f9d\u7136\u3068\u3057\u3066\u5927\u898f\u6a21\u306a\u672a\u89e3\u6c7a\u8ab2\u984c\u3067\u3059\u3002<\/p>\n

\u5f79\u306b\u7acb\u3064\u81ea\u5f8b\u6027\u306e\u672a\u6765\u3078\u5411\u3051\u3066<\/strong><\/h3>\n

\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578bAI\u306f\u3001\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u304c\u4e16\u754c\u306b\u3069\u306e\u3088\u3046\u306b\u9069\u7528\u3055\u308c\u308b\u304b\u3092\u518d\u767a\u660e\u3059\u308b\u3053\u3068\u3067\u3059\u3002 \u4eba\u9593\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u304b\u3089\u30a4\u30d9\u30f3\u30c8\u30c8\u30ea\u30ac\u30fc\u578bAI\u3078\u306e\u9032\u5316\u306f\u3001\u79c1\u305f\u3061\u304c\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30fb\u30b7\u30b9\u30c6\u30e0\u3068\u3084\u308a\u53d6\u308a\u3059\u308b\u65b9\u6cd5\u306b\u6839\u672c\u7684\u306a\u5909\u5316\u3092\u3082\u305f\u3089\u3057\u307e\u3057\u305f\u3002 \u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u79c1\u305f\u3061\u306e\u547d\u4ee4\u3092\u5f85\u3064\u30c4\u30fc\u30eb\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30cb\u30fc\u30ba\u3092\u4e88\u6e2c\u3057\u3001\u767a\u751f\u3057\u305f\u30a4\u30d9\u30f3\u30c8\u306b\u5bfe\u5fdc\u3059\u308b\u30d7\u30ed\u30a2\u30af\u30c6\u30a3\u30d6\u306a\u30d1\u30fc\u30c8\u30ca\u30fc\u3068\u306a\u308a\u307e\u3059\u3002 \u3053\u306e\u5909\u9769\u306b\u306f\u3001\u6280\u8853\u306e\u9032\u6b69\u3060\u3051\u3067\u306a\u304f\u3001\u81ea\u5f8b\u30b7\u30b9\u30c6\u30e0\u306e\u8a2d\u8a08\u3001\u5c0e\u5165\u3001\u7ba1\u7406\u65b9\u6cd5\u306e\u518d\u8003\u3082\u5fc5\u8981\u3067\u3059\u3002 Vantiq \u306e\u3088\u3046\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3053\u306e\u79fb\u884c\u3092\u5148\u5c0e\u3057\u3066\u304a\u308a\u3001\u8907\u96d1\u3067\u52d5\u7684\u306a\u74b0\u5883\u3067\u3082\u52b9\u679c\u7684\u306b\u52d5\u4f5c\u3067\u304d\u308b\u8c4a\u5bcc\u306a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u8a8d\u8b58\u3092\u5099\u3048\u305f\u30a4\u30d9\u30f3\u30c8\u30c8\u30ea\u30ac\u30fc\u578b\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002 \u3053\u308c\u306f\u3001AI \u30e6\u30fc\u30c6\u30a3\u30ea\u30c6\u30a3\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306f\u8a08\u7b97\u3067\u306f\u306a\u304f\u8abf\u6574\u3067\u3042\u308b\u3053\u3068\u3001\u3064\u307e\u308a\u30e2\u30c7\u30ea\u30f3\u30b0\u3067\u306f\u306a\u304f\u7d71\u5408\u3067\u3042\u308b\u3053\u3068\u304c\u8a8d\u8b58\u3055\u308c\u305f\u3053\u3068\u3067\u3059\u3002<\/p>\n

\u307e\u3060\u591a\u304f\u306e\u4f5c\u696d\u304c\u6b8b\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u306e\u65b9\u5411\u6027\u306f\u660e\u78ba\u3067\u3059\u3002\u6b21\u306e10\u5e74\u9593\u3092\u5b9a\u7fa9\u3065\u3051\u308b\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u6307\u793a\u3092\u5f85\u3064\u53d7\u52d5\u7684\u306a\u30c4\u30fc\u30eb\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002 \u5f7c\u3089\u306f\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u306a\u5354\u529b\u8005\u3067\u3042\u308a\u3001\u76ee\u6a19\u9054\u6210\u306b\u5411\u3051\u3066\u610f\u8b58\u3092\u9ad8\u3081\u3001\u8a08\u753b\u3092\u7acb\u3066\u3001\u884c\u52d5\u3092\u8d77\u3053\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u3053\u306e\u672a\u6765\u306b\u304a\u3044\u3066\u3001\u6210\u529f\u306f\u6700\u3082\u30b9\u30de\u30fc\u30c8\u306a\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304b\u3089\u751f\u307e\u308c\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u6700\u3082\u9023\u643a\u6027\u304c\u3042\u308a\u3001\u9069\u5fdc\u6027\u304c\u3042\u308a\u3001\u8cac\u4efb\u3042\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304b\u3089\u751f\u307e\u308c\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n

\"\u81ea\u52d5\u5316\u304b\u3089\u81ea\u5f8b\u3078\uff1a\u5b9f\u4e16\u754c\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/a><\/p>\n

 <\/p>\n","protected":false},"excerpt":{"rendered":"

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