{"id":698,"date":"2026-01-20T08:27:14","date_gmt":"2026-01-20T14:27:14","guid":{"rendered":"https:\/\/chrishetherington.com\/the-ai-black-box-problem-why-it-should-make-us-uncomfortable\/"},"modified":"2026-01-20T08:57:45","modified_gmt":"2026-01-20T14:57:45","slug":"the-ai-black-box-problem-why-it-should-make-us-uncomfortable","status":"publish","type":"post","link":"https:\/\/chrishetherington.com\/ja\/the-ai-black-box-problem-why-it-should-make-us-uncomfortable\/","title":{"rendered":"AI\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u554f\u984c \u306a\u305c\u79c1\u305f\u3061\u306f\u4e0d\u5b89\u3092\u899a\u3048\u308b\u3079\u304d\u306a\u306e\u304b"},"content":{"rendered":"\r\n

\u79c1\u305f\u3061\u306f\u3088\u304f\u3001\u4eba\u5de5\u77e5\u80fd\u306f\u4eba\u9593\u3088\u308a\u3082
\u8ce2\u304f\u3001\u901f\u304f\u3001\u305d\u3057\u3066\u5ba2\u89b3\u7684<\/strong>\u3060\u3068\u8a00\u3044\u307e\u3059\u3002
\u305d\u3057\u3066\u591a\u304f\u306e\u70b9\u3067\u3001\u305d\u308c\u306f\u4e8b\u5b9f\u3067\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\r\n

\u3057\u304b\u3057\u3001\u73fe\u4ee3\u306eAI\u306e\u4e2d\u5fc3\u306b\u306f\u3001
\u79c1\u305f\u3061\u304c\u4e00\u5ea6\u7acb\u3061\u6b62\u307e\u3063\u3066\u8003\u3048\u308b\u3079\u304d\u554f\u984c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\r\n

\u305d\u308c\u304c AI\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u554f\u984c<\/strong> \u3067\u3059\u3002<\/p>\r\n

\u305d\u3057\u3066\u3053\u308c\u306f\u3001
\u79c1\u305f\u3061\u306e\u6642\u4ee3\u306b\u304a\u3051\u308b\u6700\u3082\u4e0d\u5b89\u306a\u8ab2\u984c\u306e\u3072\u3068\u3064\u3067\u3059\u3002<\/p>\r\n\r\n\r\n

\r\n\r\n\r\n

AI\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3068\u306f\u4f55\u304b\uff1f<\/h2>\r\n\r\n\r\n\r\n

AI\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u554f\u984c\u3068\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u72b6\u6cc1\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\r\n

    \r\n
  • \r\n

    \u5165\u529b\uff08\u30c7\u30fc\u30bf\uff09<\/strong> \u306f\u898b\u3048\u308b<\/p>\r\n<\/li>\r\n

  • \r\n

    \u51fa\u529b\uff08\u5224\u65ad\u30fb\u4e88\u6e2c\u30fb\u30b9\u30b3\u30a2\uff09<\/strong> \u3082\u898b\u3048\u308b<\/p>\r\n<\/li>\r\n

  • \r\n

    \u3057\u304b\u3057\u3001\u305d\u306e\u9593\u3067 AI\u304c\u3069\u306e\u3088\u3046\u306a\u8ad6\u7406\u3084\u5224\u65ad\u306b\u3088\u3063\u3066\u7d50\u8ad6\u306b\u81f3\u3063\u305f\u306e\u304b\u306f\u3001\u4eba\u9593\u306b\u306f\u660e\u78ba\u306b\u7406\u89e3\u30fb\u8aac\u660e\u3067\u304d\u306a\u3044<\/strong><\/p>\r\n<\/li>\r\n<\/ul>\r\n

    \u7c21\u5358\u306b\u8a00\u3048\u3070\u3001
    AI\u306f\u7b54\u3048\u3092\u51fa\u3057\u307e\u3059\u304c\u3001
    \u306a\u305c\u305d\u306e\u7b54\u3048\u306b\u81f3\u3063\u305f\u306e\u304b<\/strong>\u3092\u4eba\u9593\u304c\u7406\u89e3\u3067\u304d\u308b\u5f62\u3067\u306f\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\r\n

    \u4f8b\u3048\u3070\u3001\u6b21\u306e\u3088\u3046\u306a\u554f\u3044\u3067\u3059\u3002<\/p>\r\n

      \r\n
    • \r\n

      \u306a\u305c\u3053\u306e\u878d\u8cc7\u7533\u8acb\u306f\u5374\u4e0b\u3055\u308c\u305f\u306e\u304b<\/p>\r\n<\/li>\r\n

    • \r\n

      \u306a\u305c\u3053\u306e\u60a3\u8005\u306f\u9ad8\u30ea\u30b9\u30af\u3068\u5224\u65ad\u3055\u308c\u305f\u306e\u304b<\/p>\r\n<\/li>\r\n

    • \r\n

      \u306a\u305c\u3053\u306e\u4eba\u7269\u306f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b7\u30b9\u30c6\u30e0\u306b\u691c\u51fa\u3055\u308c\u305f\u306e\u304b<\/p>\r\n<\/li>\r\n<\/ul>\r\n

      \u3053\u3046\u3057\u305f\u554f\u3044\u306b\u5bfe\u3057\u3066\u8fd4\u3063\u3066\u304f\u308b\u7b54\u3048\u306f\u3001\u3057\u3070\u3057\u3070\u3053\u308c\u3060\u3051\u3067\u3059\u3002<\/p>\r\n

      \r\n

      \u300c\u30e2\u30c7\u30eb\u304c\u305d\u3046\u5224\u65ad\u3057\u307e\u3057\u305f\u3002\u300d<\/p>\r\n<\/blockquote>\r\n

      \u5165\u529b\u3068\u51fa\u529b\u306e\u3042\u3044\u3060\u306b\u5b58\u5728\u3059\u308b\u3001\u3053\u306e\u8aac\u660e\u3055\u308c\u306a\u3044\u7a7a\u767d\u3002
      \u305d\u308c\u3053\u305d\u304c \u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9<\/strong> \u3067\u3059\u3002<\/p>\r\n\r\n\r\n

      \r\n\r\n\r\n

      \u306a\u305c\u3053\u306e\u3088\u3046\u306a\u73fe\u8c61\u304c\u8d77\u3053\u308b\u306e\u304b\uff1f<\/h2>\r\n\r\n\r\n\r\n

      \u73fe\u4ee3\u306eAI\u30b7\u30b9\u30c6\u30e0\u3001\u7279\u306b \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb<\/strong> \u306f\u3001
      \u4eba\u9593\u306e\u3088\u3046\u306b\u601d\u8003\u3059\u308b\u3088\u3046\u8a2d\u8a08\u3055\u308c\u3066\u306f\u3044\u307e\u305b\u3093\u3002<\/p>\r\n

      \u305d\u308c\u3089\u306f\u6b21\u306e\u3082\u306e\u306b\u4f9d\u5b58\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\r\n

        \r\n
      • \r\n

        \u6570\u767e\u4e07\u304b\u3089\u6570\u5341\u5104\u306b\u53ca\u3076\u30d1\u30e9\u30e1\u30fc\u30bf<\/p>\r\n<\/li>\r\n

      • \r\n

        \u660e\u793a\u7684\u306a\u30eb\u30fc\u30eb\u3067\u306f\u306a\u304f \u30d1\u30bf\u30fc\u30f3\u8a8d\u8b58<\/strong><\/p>\r\n<\/li>\r\n

      • \r\n

        \u7406\u89e3\u3084\u8aac\u660e\u53ef\u80fd\u6027\u3067\u306f\u306a\u304f \u7cbe\u5ea6\u306e\u6700\u9069\u5316<\/strong><\/p>\r\n<\/li>\r\n<\/ul>\r\n

        \u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001
        \u516c\u5e73\u3055\u3001\u610f\u56f3\u3001\u6587\u8108\u3068\u3044\u3063\u305f\u6982\u5ff5\u3067\u8003\u3048\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002
        \u4ee3\u308f\u308a\u306b\u3001\u78ba\u7387\u30fb\u76f8\u95a2\u95a2\u4fc2\u30fb\u91cd\u307f<\/strong>\u306b\u3088\u3063\u3066\u5224\u65ad\u3057\u307e\u3059\u3002<\/p>\r\n

        \u305d\u306e\u7d50\u679c\u3001\u3069\u3046\u306a\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\r\n

        AI\u306f\u9a5a\u304f\u307b\u3069\u6b63\u78ba\u3067\u3042\u308b\u4e00\u65b9\u3001
        \u81ea\u3089\u306e\u5224\u65ad\u3092\u4eba\u9593\u306e\u8a00\u8449\u3067\u8aac\u660e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\r\n\r\n\r\n

        \r\n\r\n\r\n

        \u306a\u305c\u3053\u308c\u304c\u6050\u308d\u3057\u3044\u306e\u304b\uff1f<\/h2>\r\n\r\n\r\n\r\n

        1. \ucc45\uc784\uc758 \uacf5\ubc31<\/h3>\r\n\r\n\r\n\r\n

        1. \u8cac\u4efb\u306e\u7a7a\u767d<\/h3>\r\n

        AI\u306f\u3059\u3067\u306b\u3001\u6b21\u306e\u3088\u3046\u306a\u5206\u91ce\u306e\u610f\u601d\u6c7a\u5b9a\u306b\u6df1\u304f\u95a2\u4e0e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\r\n

          \r\n
        • \r\n

          \u533b\u7642\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/p>\r\n<\/li>\r\n

        • \r\n

          \u63a1\u7528\u30fb\u96c7\u7528<\/p>\r\n<\/li>\r\n

        • \r\n

          \u878d\u8cc7\u3001\u4fdd\u967a\u3001\u4fe1\u7528\u8a55\u4fa1<\/p>\r\n<\/li>\r\n

        • \r\n

          \u72af\u7f6a\u30ea\u30b9\u30af\u5206\u6790<\/p>\r\n<\/li>\r\n

        • \r\n

          \u8ecd\u4e8b\u30fb\u6cbb\u5b89\u652f\u63f4<\/p>\r\n<\/li>\r\n<\/ul>\r\n

          \u3082\u3057AI\u304c\u6709\u5bb3\u307e\u305f\u306f\u4e0d\u5f53\u306a\u5224\u65ad\u3092\u4e0b\u3057\u3001
          \u305d\u306e\u7406\u7531\u3092\u8ab0\u3082\u8aac\u660e\u3067\u304d\u306a\u3044\u3068\u3057\u305f\u3089<\/strong>\u3001<\/p>\r\n

          \u8cac\u4efb\u306f\u8ab0\u304c\u8ca0\u3046\u306e\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\r\n

          \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u9053\u5fb3\u7684\u8cac\u4efb\u3092\u8ca0\u3044\u307e\u305b\u3093\u3002
          \u6570\u5f0f\u306f\u8cac\u4efb\u3092\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\r\n\r\n\r\n

          \r\n\r\n\r\n

          2. \u5927\u898f\u6a21\u306b\u62e1\u6563\u3059\u308b\u898b\u3048\u306a\u3044\u504f\u308a<\/h3>\r\n\r\n\r\n\r\n

          AI\u306f\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3057\u307e\u3059\u3002<\/p>\r\n

          \u305d\u306e\u30c7\u30fc\u30bf\u306b\u3082\u3057\u6b21\u306e\u3082\u306e\u304c\u542b\u307e\u308c\u3066\u3044\u308c\u3070\u3001<\/p>\r\n

            \r\n
          • \r\n

            \u4eba\u7a2e\u7684\u504f\u898b<\/p>\r\n<\/li>\r\n

          • \r\n

            \u6027\u5225\u306b\u3088\u308b\u5dee\u5225<\/p>\r\n<\/li>\r\n

          • \r\n

            \u7d4c\u6e08\u7684\u4e0d\u5e73\u7b49<\/p>\r\n<\/li>\r\n

          • \r\n

            \u6587\u5316\u7684\u5148\u5165\u89b3<\/p>\r\n<\/li>\r\n<\/ul>\r\n

            AI\u306f\u305d\u308c\u3089\u3092 \u5ba2\u89b3\u7684\u306a\u5224\u65ad\u3067\u3042\u308b\u304b\u306e\u3088\u3046\u306b\u518d\u751f\u7523<\/strong> \u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\r\n

            \u3055\u3089\u306b\u5371\u967a\u306a\u306e\u306f\u3001\u3053\u306e\u504f\u308a\u304c\u3001<\/p>\r\n

              \r\n
            • \r\n

              \u898b\u3048\u306a\u3044\u307e\u307e<\/p>\r\n<\/li>\r\n

            • \r\n

              \u77ac\u6642\u306b\u62e1\u6563\u3057<\/p>\r\n<\/li>\r\n

            • \r\n

              \u6570\u5343\u3001\u6570\u767e\u4e07\u4eba\u306b\u540c\u6642\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b<\/p>\r\n<\/li>\r\n<\/ul>\r\n

              \u3068\u3044\u3046\u70b9\u3067\u3059\u3002<\/p>\r\n

              \u6a5f\u68b0\u306b\u60aa\u610f\u306f\u306a\u304f\u3068\u3082\u3001
              \u88ab\u5bb3\u306f\u78ba\u5b9f\u306b\u751f\u307e\u308c\u307e\u3059\u3002<\/p>\r\n\r\n\r\n

              \r\n\r\n\r\n

              3. \u6a5f\u68b0\u3078\u306e\u904e\u5270\u306a\u4fe1\u983c<\/h3>\r\n\r\n\r\n\r\n

              \u4eba\u9593\u306f\u6b21\u306e\u3088\u3046\u306a\u30b7\u30b9\u30c6\u30e0\u3092\u4fe1\u983c\u3057\u304c\u3061\u3067\u3059\u3002<\/p>\r\n

                \r\n
              • \r\n

                \u8ad6\u7406\u7684\u306b\u898b\u3048\u308b\u3082\u306e<\/p>\r\n<\/li>\r\n

              • \r\n

                \u8907\u96d1\u306a\u6570\u5b66\u3092\u7528\u3044\u308b\u3082\u306e<\/p>\r\n<\/li>\r\n

              • \r\n

                \u305f\u3044\u3066\u3044\u306e\u5834\u5408\u3046\u307e\u304f\u6a5f\u80fd\u3059\u308b\u3082\u306e<\/p>\r\n<\/li>\r\n<\/ul>\r\n

                \u6642\u9593\u304c\u7d4c\u3064\u306b\u3064\u308c\u3001\u3053\u3046\u3057\u305f\u8003\u3048\u65b9\u304c\u5b9a\u7740\u3057\u307e\u3059\u3002<\/p>\r\n

                \r\n

                \u300cAI\u304c\u305d\u3046\u8a00\u3046\u306a\u3089\u3001\u6b63\u3057\u3044\u306f\u305a\u3060\u3002\u300d<\/p>\r\n<\/blockquote>\r\n

                \u305d\u306e\u7d50\u679c\u3001
                \u4eba\u9593\u306e\u5224\u65ad\u529b\u306f\u5f31\u307e\u308a\u3001
                \u6279\u5224\u7684\u601d\u8003\u306f\u8584\u308c\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\r\n

                \u533b\u7642\u3001\u6cd5\u5f8b\u3001\u9632\u885b\u306e\u5206\u91ce\u3067\u306f\u3001
                \u3053\u306e\u76f2\u76ee\u7684\u306a\u4fe1\u983c\u304c\u81f4\u547d\u7684\u306b\u306a\u308a\u5f97\u307e\u3059\u3002<\/p>\r\n\r\n\r\n

                \r\n\r\n\r\n

                4. \u4fee\u6b63\u304c\u96e3\u3057\u3044\u30a8\u30e9\u30fc<\/h3>\r\n\r\n\r\n\r\n

                \u5f93\u6765\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3057\u307e\u3059\u3002<\/p>\r\n

                  \r\n
                • \r\n

                  \u30d0\u30b0\u767a\u898b \u2192 \u30b3\u30fc\u30c9\u4fee\u6b63 \u2192 \u554f\u984c\u89e3\u6c7a<\/p>\r\n<\/li>\r\n<\/ul>\r\n

                  \u3057\u304b\u3057\u3001\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9AI\u306f\u9055\u3044\u307e\u3059\u3002<\/p>\r\n

                  AI\u3067\u306f\u3001<\/p>\r\n

                    \r\n
                  • \r\n

                    \u30a8\u30e9\u30fc\u306e\u539f\u56e0\u304c\u4e0d\u660e\u78ba\u3067\u3042\u308a<\/p>\r\n<\/li>\r\n

                  • \r\n

                    \u518d\u5b66\u7fd2\u304c\u5225\u306e\u554f\u984c\u3092\u751f\u3080\u3053\u3068\u3082\u3042\u308a<\/p>\r\n<\/li>\r\n

                  • \r\n

                    \u540c\u3058\u30e2\u30c7\u30eb\u304c\u65b0\u3057\u3044\u74b0\u5883\u3067\u306f\u5168\u304f\u7570\u306a\u308b\u632f\u308b\u821e\u3044\u3092\u3059\u308b<\/p>\r\n<\/li>\r\n<\/ul>\r\n

                    AI\u3092\u4fee\u6b63\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u306f\u3001
                    \u6a5f\u68b0\u3092\u4fee\u7406\u3059\u308b\u3068\u3044\u3046\u3088\u308a\u3001
                    \u6027\u683c\u3092\u4f5c\u308a\u76f4\u3059\u3053\u3068<\/strong>\u306b\u8fd1\u3044\u306e\u3067\u3059\u3002<\/p>\r\n\r\n\r\n

                    \r\n\r\n\r\n

                    5. \u610f\u56f3\u3057\u306a\u3044\u884c\u52d5\uff08\u5275\u767a\u7684\u884c\u52d5\uff09<\/h3>\r\n\r\n\r\n\r\n

                    \u5927\u898f\u6a21\u306aAI\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u632f\u308b\u821e\u3044\u3092\u898b\u305b\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\r\n

                      \r\n
                    • \r\n

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                    • \r\n

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                    • \r\n

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                      \r\n

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                      \r\n\r\n\r\n

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                      \u771f\u5263\u306b\u8003\u3048\u3055\u305b\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\r\n\r\n\r\n\r\n

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

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