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1\u5e74\u9593\u306e\u751f\u6210AI\u5b66\u7fd2\u306f\u3001\u3061\u3083\u3093\u3068\u571f\u53f0\u306b\u306a\u308b<\/h2>\n

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\u7b2c21\u56de\u3067\u7d39\u4ecb\u3057\u305fMicrosoft Research\u3068\u30ab\u30fc\u30cd\u30ae\u30fc\u30e1\u30ed\u30f3\u5927\u5b66\u306e\u5171\u540c\u7814\u7a76\uff08*4\uff09\u306f\u3001\u90311\u56de\u4ee5\u4e0a\u696d\u52d9\u3067\u751f\u6210AI\u3092\u4f7f\u3046\u77e5\u8b58\u52b4\u50cd\u8005319\u4eba\u304b\u3089\u3001936\u4ef6\u306e\u5b9f\u4f8b\u3092\u96c6\u3081\u305f\u3082\u306e\u3067\u3057\u305f\u3002\u6279\u5224\u7684\u601d\u8003\u304c\u5897\u3048\u3066\u3044\u305f\u306e\u306f\u3001\u305d\u306e\u30bf\u30b9\u30af\u3092\u81ea\u5206\u3067\u3082\u3067\u304d\u308b\u3068\u3044\u3046\u81ea\u4fe1\u3068\u3001AI\u306e\u51fa\u529b\u3092\u8a55\u4fa1\u3067\u304d\u308b\u3068\u3044\u3046\u81ea\u4fe1<\/strong>\u304c\u9ad8\u3044\u5834\u9762\u3067\u3057\u305f\uff08\u540c\u8ad6\u6587\u306f\u76f8\u95a2\u3067\u3042\u3063\u3066\u56e0\u679c\u3067\u306f\u306a\u3044\u3068\u65ad\u3063\u3066\u3044\u307e\u3059\uff09\u3002\u8a55\u4fa1\u3067\u304d\u306a\u3044\u4eba\u306b\u3001\u8a55\u4fa1\u306e\u7fd2\u6163\u306f\u751f\u307e\u308c\u306a\u3044\u30021\u5e74\u304b\u3051\u3066\u300cAI\u306e\u51fa\u529b\u3092\u7591\u3046\u300d\u7b4b\u8089\u3092\u3064\u3051\u305f\u7d44\u7e54\u306f\u3001\u305d\u306e\u5206\u3060\u3051\u5148\u306b\u3044\u307e\u3059\u3002<\/p>\n

\u305f\u3060\u3057\u3001\u8db3\u308a\u306a\u3044\u3082\u306e\u304c\u3042\u308b\u3002\u78ba\u8a8d\u306e\u5bfe\u8c61\u304c\u3001\u6587\u7ae0\u304b\u3089\u884c\u70ba\u306b\u5909\u308f\u308b<\/strong>\u306e\u3067\u3059\u3002<\/p>\n

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\u76ee\u6a19\u304b\u3089\u3001\u9038\u8131\u3059\u308b\u3002\u3053\u3053\u304c\u751f\u6210AI\u306b\u306f\u306a\u304b\u3063\u305f\u8ad6\u70b9\u3067\u3059\u3002\u540c\u30ac\u30a4\u30c9\u306e\u8a55\u4fa1\u9805\u76ee\u4f8b\uff08\u8aac\u660e\u53ef\u80fd\u6027\u306e\u9805\uff09\uff08*5\uff09\u306b\u306f\u3001\u591a\u6bb5\u968e\u306e\u63a8\u8ad6\u30fb\u60c5\u5831\u4f1d\u9054\u306e\u904e\u7a0b\u306b\u304a\u3044\u3066\u767a\u751f\u3057\u5f97\u308b\u76ee\u6a19\u306e\u5909\u5316<\/strong>\u30fb\u60c5\u5831\u306e\u6b20\u843d\u30fb\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08*6\uff09\u306e\u6df7\u5165\u306a\u3069\u3092\u89b3\u6e2c\u3067\u304d\u308b\u304b\u3001\u3068\u3044\u3046\u4e00\u6587\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n

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1\u5e74\u9593\u306e\u751f\u6210AI\u7814\u4fee\u3067\u3001\u300cAI\u306e\u51fa\u529b\u3092\u3069\u3046\u8a55\u4fa1\u3059\u308b\u304b\u300d\u3092\u6559\u3048\u305f\u56de\u306f\u3042\u3063\u305f\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n

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\n<\/strong>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u6e21\u3059\u76ee\u6a19\u306f\u3001\u696d\u52d9\u6307\u793a\u3088\u308a\u3082\u5951\u7d04\u66f8\u306b\u8fd1\u3044\u3002\u66d6\u6627\u306b\u66f8\u3051\u3070\u3001\u66d6\u6627\u306a\u307e\u307e\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002<\/p>\n

IPA\u7523\u696d\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30bb\u30f3\u30bf\u30fc\u306e\u4e2d\u6838\u4eba\u6750\u80b2\u6210\u30d7\u30ed\u30b0\u30e9\u30e0\u7b2c9\u671f\u751f\u304c2026\u5e747\u670831\u65e5\u306b\u516c\u958b\u3057\u305f\u624b\u5f15\u66f8\uff08*7\uff09\u306f\u3001\u4f01\u753b\u6bb5\u968e\u3067\u5b9a\u3081\u308b\u3079\u304d\u3082\u306e\u3068\u3057\u3066\u3001AI\u304c\u5224\u65ad\u307e\u305f\u306f\u51e6\u7406\u3092\u62c5\u3046\u7bc4\u56f2\u306b\u52a0\u3048\u3066AI\u3092\u5229\u7528\u3057\u306a\u3044\u7528\u9014\u3092\u6319\u3052<\/strong>\u3001\u76ee\u7684\u304a\u3088\u3073\u5bfe\u8c61\u304c\u66d6\u6627\u306a\u5834\u5408\u306f\u4e0d\u8981\u306a\u6a5f\u80fd\u62e1\u5f35\u307e\u305f\u306f\u9ad8\u30ea\u30b9\u30af\u7528\u9014\u3078\u306e\u62e1\u5927\u304c\u751f\u3058\u3001\u5f8c\u5de5\u7a0b\u3067\u7d71\u5236\u4e0d\u80fd\u3068\u306a\u308b\u6050\u308c\u304c\u3042\u308b\u3001\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

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\n<\/strong>\u540c\u624b\u5f15\u66f8\u306f\u3001\u81ea\u52d5\u5b9f\u884c\u306e\u524d\u306b\u4eba\u306e\u627f\u8a8d\u3092\u5fc5\u9808\u3068\u3059\u3079\u304d\u9ad8\u30ea\u30b9\u30af\u306a\u64cd\u4f5c\u3068\u3057\u3066\u3001\u6c7a\u6e08\u306e\u5b9f\u884c\u3001\u30c7\u30fc\u30bf\u306e\u5916\u90e8\u9001\u4fe1\u3001\u30b7\u30b9\u30c6\u30e0\u8a2d\u5b9a\u306e\u5909\u66f4\u3001\u9867\u5ba2\u3078\u306e\u56de\u7b54<\/strong>\u9001\u4fe1\u306e4\u3064\u3092\u6319\u3052\u307e\u3059\u3002\u540c\u6642\u306b\u3001\u3059\u3079\u3066\u306e\u51fa\u529b\u306b\u627f\u8a8d\u3092\u6c42\u3081\u308b\u3068\u627f\u8a8d\u75b2\u308c<\/strong>\u304c\u8d77\u304d\u3066\u5f62\u3060\u3051\u306e\u78ba\u8a8d\u306b\u9665\u308b\u3068\u3057\u3001\u627f\u8a8d\u304c\u5fc5\u8981\u306a\u64cd\u4f5c\u3092\u696d\u52d9\u30ea\u30b9\u30af\u306b\u3082\u3068\u3065\u3044\u3066\u660e\u78ba\u306b\u5b9a\u7fa9\u3057\u3001\u305d\u308c\u4ee5\u5916\u306f\u81ea\u5f8b\u5b9f\u884c\u3092\u8a31\u5bb9\u3059\u308b\u5224\u65ad\u8ef8\u3092\u8a2d\u3051\u308b\u3053\u3068\u304c\u5b9f\u52b9\u6027\u306e\u9375\u3060\u3001\u3068\u3002<\/p>\n

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\n<\/strong>\u30b8\u30e0\u306e\u4e8b\u4f8b\u306b\u623b\u308a\u307e\u3059\u3002\u3042\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u4e0a\u300c\u3067\u304d\u308b\u3053\u3068\u300d\u3092\u3057\u305f\u3060\u3051\u3067\u3057\u305f\u3002\u8a8d\u53ef\u306e\u691c\u67fb\u304c\u306a\u304b\u3063\u305f\u306e\u3067\u3059\u304b\u3089\u3001\u6280\u8853\u7684\u306b\u306f\u901a\u308b\u64cd\u4f5c\u3067\u3059\u3002\u3067\u3082\u3001\u9806\u756a\u5f85\u3061\u306e\u4ed6\u4eba\u3092\u6d88\u3059\u306e\u306f\u3001\u9055\u3046\u3002<\/p>\n

AI\u4e8b\u696d\u8005\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\uff08*2\uff09\u304c10\u306e\u5171\u901a\u306e\u6307\u91dd\u306e\u7b46\u982d\u306b\u300c\u4eba\u9593\u4e2d\u5fc3\u300d\u3092\u7f6e\u304d\u3001\u5168\u3066\u306e\u53d6\u308a\u7d44\u3080\u3079\u304d\u4e8b\u9805\u304c\u5c0e\u51fa\u3055\u308c\u308b\u571f\u53f0<\/strong>\u3068\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u3053\u306e\u624b\u306e\u5224\u65ad\u306e\u305f\u3081\u3067\u3059\u3002\u6a29\u9650\u306e\u7bc4\u56f2\u5185\u304b\u3069\u3046\u304b\u3068\u3001\u3084\u3063\u3066\u3044\u3044\u304b\u3069\u3046\u304b\u306f\u3001\u5225\u306e\u554f\u3044<\/strong>\u3002\u5f8c\u8005\u306b\u7b54\u3048\u3089\u308c\u308b\u4eba\u3092\u3001\u73fe\u5834\u306b\u7f6e\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

\u25b6\ufe0e \u2463 \u30b7\u30b9\u30c6\u30e0\u9023\u643a\u7406\u89e3\u2014\u2014\u300c\u3064\u306a\u304c\u3063\u3066\u3044\u308b\u5148\u300d\u307e\u3067\u6570\u3048\u308b
\n<\/strong>4\u3064\u3081\u306f\u3001\u5730\u5473\u306a\u3076\u3093\u3001\u3044\u3061\u3070\u3093\u629c\u3051\u3084\u3059\u3044\u3082\u306e\u3067\u3059\u3002<\/p>\n

\u540c\u624b\u5f15\u66f8\u306f\u3001\u30ea\u30b9\u30af\u306e\u8a55\u4fa1\u7bc4\u56f2\u306b\u3001AI\u30b7\u30b9\u30c6\u30e0\u5358\u4f53\u3067\u306f\u306a\u304f\u76f4\u63a5\u30c7\u30fc\u30bf\u3092\u3084\u308a\u53d6\u308a\u3059\u308b\u9023\u643a\u5148\u30b7\u30b9\u30c6\u30e0\u3001\u305d\u306e\u5148\u3067\u5f71\u97ff\u3092\u53d7\u3051\u308b\u9593\u63a5\u5f71\u97ff\u30b7\u30b9\u30c6\u30e0\u3001\u540c\u4e00\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u4e0a\u306e\u30b7\u30b9\u30c6\u30e0\u3001\u793e\u5916\u306e\u9023\u643a\u5148\u30b7\u30b9\u30c6\u30e0<\/strong>\u307e\u3067\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002\u305d\u3057\u3066\u300c\u4ed8\u4e0e\u6a29\u9650\u5916\u306e\u64cd\u4f5c\u300d\u3092\u8a55\u4fa1\u3059\u308b\u3068\u304d\u306f\u3001\u300c\u95b2\u89a7\u6a29\u9650\u3057\u304b\u4e0e\u3048\u3066\u3044\u306a\u3044\u304b\u3089\u5927\u4e08\u592b\u300d\u3068\u3044\u3046\u5bfe\u7b56\u5f8c\u306e\u72b6\u614b\u3067\u306f\u306a\u304f\u3001\u4e0d\u6b63\u306b\u64cd\u4f5c\u3055\u308c\u305f\u5834\u5408\u306b\u3069\u3053\u3078\u5f71\u97ff\u304c\u53ca\u3073\u3046\u308b\u304b\u3092\u898b\u3088\u3001\u3068\u3057\u3066\u3044\u307e\u3059\uff08*6\uff09\u3002<\/p>\n

\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u306e\u4ed5\u4e8b\u3060\u3001\u3068\u601d\u308f\u308c\u305f\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u534a\u5206\u306f\u6b63\u3057\u3044\u3002\u305f\u3060\u3001\u3069\u306e\u696d\u52d9\u304c\u3069\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u3064\u306a\u304c\u3063\u3066\u3044\u308b\u304b\u3092\u65e5\u3005\u77e5\u3063\u3066\u3044\u308b\u306e\u306f\u3001\u73fe\u5834\u306e\u307b\u3046\u3067\u3059\u3002<\/p>\n

\u25b6\ufe0e \u6708\u66dc\u306b\u3084\u308b\u3053\u3068
\n<\/strong>\u7b2c17\u56de<\/a>\u306e3\u6307\u6a19\u30b7\u30fc\u30c8\u306b\u3001\u3082\u30461\u5217\u3002\u7b2c21\u56de\u3067\u300cAI\u306a\u3057\u3067\u7740\u624b\u3067\u304d\u308b\u4eba\u306e\u5272\u5408\u300d\u3092\u8db3\u3057\u305f\u3001\u305d\u306e\u96a3\u3067\u3059\u3002<\/p>\n

\u300c\u305d\u306e\u696d\u52d9\u3067\u3001AI\u306b\u4efb\u305b\u306a\u3044\u5de5\u7a0b\u30921\u3064\u6319\u3052\u3089\u308c\u308b\u304b\u300d<\/strong><\/p>\n

\u3053\u308c\u3060\u3051\u3067\u3059\u3002\u7b54\u3048\u3089\u308c\u306a\u3044\u4eba\u306f\u3001\u2460\u304c\u307e\u3060\u8eab\u306b\u3064\u3044\u3066\u3044\u307e\u305b\u3093\u3002\u90e8\u9580\u3067\u96c6\u8a08\u3059\u308c\u3070\u3001\u76e3\u7763\u8005\u30b9\u30ad\u30eb\u306e\u73fe\u5728\u5730\u304c\u305d\u306e\u65e5\u306e\u3046\u3061\u306b\u51fa\u307e\u3059\u3002<\/p>\n

\u7814\u4fee\u3082\u3001\u4e00\u6587\u8db3\u305b\u3070\u8db3\u308a\u307e\u3059\u3002AI\u4e8b\u696d\u8005\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306f\u3001\u81ea\u52d5\u5316\u30d0\u30a4\u30a2\u30b9\uff08*8\uff09\u3078\u306e\u5bfe\u7b56\u3068\u3057\u3066\u63d0\u6848\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u3068\u3057\u3066\u3001AI\u306e\u8a55\u4fa1\u3084\u5224\u65ad\u7b49\u3092\u4eba\u9593\u304c\u627f\u8a8d\u3059\u308b\u969b\u306b\u306f\u4eba\u9593\u81ea\u8eab\u304c\u627f\u8a8d\u3059\u308b\u7406\u7531\u3084\u6839\u62e0\u3092\u72ec\u81ea\u306b\u8003\u3048\u3066\u304b\u3089\u627f\u8a8d\u3059\u3079\u304d<\/strong>\u3067\u3042\u308b\u3001\u3068\u66f8\u3044\u3066\u3044\u307e\u3059\u3002\u300c\u78ba\u8a8d\u3057\u307e\u3057\u305f\u300d\u3067\u306f\u306a\u304f\u300c\u3053\u306e\u6839\u62e0\u3067\u627f\u8a8d\u3057\u307e\u3057\u305f\u300d\u3002\u6f14\u7fd2\u3092\u4e00\u3064\u3001\u305d\u3053\u306b\u5dee\u3057\u66ff\u3048\u308b\u3060\u3051\u3067\u3044\u3044\u3002<\/p>\n

\u65b0\u3057\u3044\u8077\u7a2e\u3067\u306f\u306a\u304f\u3001\u5168\u54e1\u306e\u8981\u4ef6\u306b<\/h2>\n

\u6700\u5f8c\u306b\u3001\u8aa4\u89e3\u3055\u308c\u3084\u3059\u3044\u3068\u3053\u308d\u3092\u89e3\u8aac\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n

\u76e3\u7763\u8005\u306f\u3001\u65b0\u3057\u3044\u8077\u7a2e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u7b2c3\u56de<\/a>\u306e3\u968e\u5c64\u2014\u2014\u57fa\u790e\u6d3b\u7528\u5c64\u30fb\u5b9f\u52d9\u6d3b\u7528\u5c64\u30fb\u5c02\u9580\u63a8\u9032\u5c64\u2014\u2014\u306b\u7b2c4\u306e\u5c64\u3092\u8db3\u3059\u8a71\u3067\u3082\u306a\u3044\u3002\u5b9f\u52d9\u6d3b\u7528\u5c64\u306e\u5168\u54e1\u306e\u8981\u4ef6\u306b\u3001\u3053\u306e4\u3064\u304c\u52a0\u308f\u308b<\/strong>\u3002\u305d\u308c\u3060\u3051\u3067\u3059\u3002\u7b2c20\u56de<\/a>\u3067\u63a5\u7d9a\u70b9\u306b\u91cd\u306d\u305f\u4eba\u6750\u50cf\u3067\u3044\u3048\u3070AI\u30ac\u30d0\u30ca\u30f3\u30b9\u4eba\u6750\u306b\u8fd1\u3044\u306e\u3067\u3059\u304c\u3001\u5c02\u4efb\u90e8\u7f72\u3092\u4f5c\u308b\u8a71\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u7b2c14\u56de<\/a>\u3067\u6271\u3063\u305f\u4eba\u4e8b\u30fb\u7dcf\u52d9\u30fb\u7d4c\u7406\u3067\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u52d5\u304b\u3059\u306a\u3089\u3001\u76e3\u7763\u8005\u306f\u305d\u306e\u90e8\u9580\u306e\u4e2d\u306b\u3044\u306a\u3051\u308c\u3070\u610f\u5473\u304c\u306a\u3044\u304b\u3089\u3067\u3059\u3002<\/p>\n

\u8ffd\u3044\u98a8\u3082\u3042\u308a\u307e\u3059\u3002AI\u4e8b\u696d\u8005\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\uff08*2\uff09\u306f\u300c\u6559\u80b2\u30fb\u30ea\u30c6\u30e9\u30b7\u30fc\u300d\u306e\u9805\u3067\u3001\u3053\u3046\u66f8\u3044\u3066\u3044\u307e\u3059\u3002\u751f\u6210AI\u306e\u6d3b\u7528\u62e1\u5927\u306b\u3088\u3063\u3066\u3001AI\u3068\u4eba\u9593\u306e\u4f5c\u696d\u306e\u3059\u307f\u308f\u3051\u304c\u5909\u308f\u3063\u3066\u3044\u304f\u3068\u60f3\u5b9a\u3055\u308c\u308b\u305f\u3081\u3001\u65b0\u305f\u306a\u50cd\u304d\u65b9\u304c\u3067\u304d\u308b\u3088\u3046\u6559\u80b2\u30fb\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u7b49\u3092\u691c\u8a0e\u3059\u308b<\/strong>\u3002<\/p>\n

\u3059\u307f\u308f\u3051\u304c\u5909\u308f\u308b\u304b\u3089\u3001\u5b66\u3073\u76f4\u3059\u3002\u672c\u9023\u8f09\u304c\u7b2c0\u56de\u304b\u3089\u7acb\u3066\u3066\u304d\u305f\u524d\u63d0\u3068\u3001\u56fd\u304c\u66f8\u3044\u305f\u4e00\u6587\u304c\u3001\u3053\u3053\u3067\u91cd\u306a\u308a\u307e\u3057\u305f\u3002\u5e7b\u6ec5\u671f\u306b\u51b7\u9759\u306b\u7d9a\u3051\u305f\u4f1a\u793e\u304c\u6b21\u306e\u30d5\u30a7\u30fc\u30ba\u3067\u5dee\u3092\u3064\u3051\u308b\u2014\u2014\u3053\u308c\u3082\u7b2c0\u56de\u3067\u7533\u3057\u4e0a\u3052\u305f\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n

\u4e0b\u534a\u671f\u306e\u6700\u521d\u306e1\u30ab\u6708\u3067\u3084\u308b\u3053\u3068\u306f\u30011\u5217\u3067\u3059\u30023\u6307\u6a19\u30b7\u30fc\u30c8\u3092\u958b\u304d\u3001\u300cAI\u306b\u4efb\u305b\u306a\u3044\u5de5\u7a0b\u300d\u306e\u6b04\u3092\u4f5c\u308b\u3002<\/p>\n

\u4f55\u3092\u4efb\u305b\u306a\u3044\u304b\u3092\u6c7a\u3081\u3089\u308c\u308b\u4eba\u304c\u3001\u7d50\u5c40\u306f\u3044\u3061\u3070\u3093\u591a\u304f\u3092\u4efb\u305b\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308b<\/strong>\u3002 \u9006\u8aac\u306e\u3088\u3046\u3067\u3059\u304c\u3001\u3053\u308c\u304c\u6b21\u306e1\u5e74\u306e\u8981\u4ef6\u3060\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n

 <\/p>\n

\n

\uff1c \u53c2\u8003\u6587\u732e\u30fb\u51fa\u5178 \uff1e<\/p>\n

*1 \u72ec\u7acb\u884c\u653f\u6cd5\u4eba\u60c5\u5831\u51e6\u7406\u63a8\u9032\u6a5f\u69cb\uff08IPA\uff09\u300cAI\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u77ed\u4fe12026\u5e748\u6708\u53f7\u300d2026\u5e749\u67087\u65e5
\nhttps:\/\/www.ipa.go.jp\/digital\/ai\/security\/rcu1hd0000007gji-att\/2026-2_0907.pdf<\/a>
\n\u63b2\u8f09\u30da\u30fc\u30b8
\nhttps:\/\/www.ipa.go.jp\/digital\/ai\/security\/ai-security-bulletin.html<\/a><\/p>\n

*2 \u7dcf\u52d9\u7701\u30fb\u7d4c\u6e08\u7523\u696d\u7701\u300cAI\u4e8b\u696d\u8005\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\uff08\u7b2c1.2\u7248\uff09\u300d\u4ee4\u548c8\u5e74\uff082026\u5e74\uff093\u670831\u65e5
\nhttps:\/\/www.meti.go.jp\/shingikai\/mono_info_service\/ai_shakai_jisso\/pdf\/20260331_1.pdf<\/a><\/p>\n

*3 \u72ec\u7acb\u884c\u653f\u6cd5\u4eba\u60c5\u5831\u51e6\u7406\u63a8\u9032\u6a5f\u69cb\uff08IPA\uff09\u300cSDS\u6280\u8853\u30b3\u30e9\u30e0\uff1aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u300d2025\u5e747\u67088\u65e5
\nhttps:\/\/www.ipa.go.jp\/digital\/kaihatsu\/sds-column\/ai-agent.html<\/a><\/p>\n

*4 Hao-Ping (Hank) Lee, Advait Sarkar, Lev Tankelevitch, Ian Drosos, Sean Rintel, Richard Banks, Nicholas Wilson\u300cThe Impact of Generative AI on Critical Thinking: Self-Reported Reductions in Cognitive Effort and Confidence Effects From a Survey of Knowledge Workers\u300dCHI ’25\uff082025\u5e744\u6708\uff09\u3001Carnegie Mellon University\uff0fMicrosoft Research
\nhttps:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/01\/lee_2025_ai_critical_thinking_survey.pdf<\/a><\/p>\n

*5 AI\u30bb\u30fc\u30d5\u30c6\u30a3\u30fb\u30a4\u30f3\u30b9\u30c6\u30a3\u30c6\u30e5\u30fc\u30c8\uff08AISI\uff09\u300cAI\u30bb\u30fc\u30d5\u30c6\u30a3\u306b\u95a2\u3059\u308b\u8a55\u4fa1\u89b3\u70b9\u30ac\u30a4\u30c9\uff08\u7b2c1.20\u7248\uff09\u300d2026\u5e74\uff08\u4ee4\u548c8\u5e74\uff097\u67087\u65e5\u516c\u8868
\nhttps:\/\/aisi.go.jp\/output\/output_information\/260707\/<\/a>
\n\u6982\u8981\u7248\uff08PDF\uff09
\nhttps:\/\/aisi.go.jp\/assets\/pdf\/ai_safety_eval_summary_v1.20_ja.pdf<\/a><\/p>\n

*6 AI\u304c\u5b9f\u969b\u306b\u306f\u5b58\u5728\u3057\u306a\u3044\u60c5\u5831\u3084\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u60c5\u5831\u3092\u3001\u3042\u305f\u304b\u3082\u6b63\u3057\u3044\u4e8b\u5b9f\u3067\u3042\u308b\u304b\u306e\u3088\u3046\u306b\u751f\u6210\u3057\u3066\u3057\u307e\u3046\u73fe\u8c61\u306e\u3053\u3068<\/p>\n

*7 \u72ec\u7acb\u884c\u653f\u6cd5\u4eba\u60c5\u5831\u51e6\u7406\u63a8\u9032\u6a5f\u69cb \u7523\u696d\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30bb\u30f3\u30bf\u30fc \u4e2d\u6838\u4eba\u6750\u80b2\u6210\u30d7\u30ed\u30b0\u30e9\u30e0\u7b2c9\u671f\u751f\u300c\u751f\u6210AI\u304a\u3088\u3073AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5b89\u5168\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u624b\u5f15\u66f8\u300d\u7b2c1\u7248\u30012026\u5e747\u670831\u65e5
\nhttps:\/\/www.ipa.go.jp\/jinzai\/ics\/core_human_resource\/final_project\/2026\/rcu1hd0000018kkn-att\/rcu1hd0000019kwj.pdf<\/a>
\n\u63b2\u8f09\u30da\u30fc\u30b8\uff08\u4e2d\u6838\u4eba\u6750\u80b2\u6210\u30d7\u30ed\u30b0\u30e9\u30e0 \u5352\u696d\u30d7\u30ed\u30b8\u30a7\u30af\u30c8 \u7b2c9\u671f\u751f\uff09
\nhttps:\/\/www.ipa.go.jp\/jinzai\/ics\/core_human_resource\/final_project\/2026\/index.html<\/a>
\n\u203b\u540c\u624b\u5f15\u66f8\u306b\u306f\u3001\u8a18\u8f09\u5185\u5bb9\u306fIPA\u304a\u3088\u3073\u7523\u696d\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30bb\u30f3\u30bf\u30fc\u306e\u610f\u898b\u3092\u4ee3\u8868\u3059\u308b\u3082\u306e\u3067\u306f\u306a\u304f\u3001\u8457\u8005\u306e\u898b\u89e3\u306b\u57fa\u3065\u304f\u65e8\u304c\u660e\u8a18\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n

*8 \u4eba\u9593\u304c\u30b7\u30b9\u30c6\u30e0\u306e\u5224\u65ad\u3084\u51fa\u529b\u3092\u904e\u5270\u306b\u4fe1\u983c\u3057\u3001\u81ea\u8eab\u306e\u6279\u5224\u7684\u601d\u8003\u3084\u78ba\u8a8d\u4f5c\u696d\u3092\u6020\u3063\u3066\u3057\u307e\u3046\u5fc3\u7406\u7684\u50be\u5411\u306e\u3053\u3068<\/p>\n

 <\/p>\n

\uff1c\u524d\u56de\u307e\u3067\u306e\u8a18\u4e8b\u306f\u3053\u3061\u3089\uff1e<\/strong>
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