{"id":19116,"date":"2025-08-08T12:22:14","date_gmt":"2025-08-08T12:22:14","guid":{"rendered":"https:\/\/itbusinesstoday.com\/?p=19116"},"modified":"2025-08-08T12:22:14","modified_gmt":"2025-08-08T12:22:14","slug":"prompt-engineers-of-japan-the-rising-architects-of-generative-workflows","status":"publish","type":"post","link":"https:\/\/itbusinesstoday.com\/ja\/tech\/business-analytics\/prompt-engineers-of-japan-the-rising-architects-of-generative-workflows\/","title":{"rendered":"\u65e5\u672c\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\uff1a\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u65b0\u9032\u30a2\u30fc\u30ad\u30c6\u30af\u30c8"},"content":{"rendered":"<p>\u65b0\u5bbf\u306e\u30ed\u30dc\u30c3\u30c8\u97f3\u3084\u79cb\u8449\u539f\u306e\u30cd\u30aa\u30f3\u306f\u5fd8\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u65e5\u672c\u6700\u5927\u306e\u6280\u8853\u9769\u65b0\u306f\u3001\u5de5\u5834\u3084\u30ac\u30b8\u30a7\u30c3\u30c8\u7814\u7a76\u6240\u3067\u8d77\u3053\u3063\u3066\u3044\u308b\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u300d\u3068\u3044\u3046\u65b0\u3057\u3044\u30bf\u30a4\u30d7\u306e\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u304c\u5168\u56fd\u306b\u51fa\u73fe\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u300d\u3067\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6\u30fb\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u4e3b\u8981\u306a\u69cb\u7bc9\u8005\u3068\u306a\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u30a8\u30b0\u30bc\u30af\u30c6\u30a3\u30d6\u306e\u30a2\u30a4\u30c7\u30a2\u3092AI\u3092\u6d3b\u7528\u3057\u305f\u73fe\u5b9f\u7684\u306a\u6210\u679c\u3078\u3068\u5c0e\u304d\u307e\u3059\u3002\u30d3\u30b8\u30cd\u30b9\u30ea\u30fc\u30c0\u30fc\u306f\u4eba\u5de5\u77e5\u80fd\u306e\u5f79\u5272\u3092\u7406\u89e3\u3057\u3001\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u5c06\u6765\u306e\u30cb\u30fc\u30ba\u3068\u3044\u3046\u3060\u3051\u3067\u306a\u304f\u3001\u4eca\u3001\u7af6\u4e89\u529b\u3092\u7372\u5f97\u3059\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u306a\u306e\u3067\u3059\u3002<\/p>\n<p>\u65e5\u672c\u306b\u306f\u3001\u3053\u306e\u9769\u547d\u3092\u8d77\u3053\u3059\u306e\u306b\u6700\u9069\u306a\u8981\u7d20\u304c\u6df7\u5728\u3057\u3066\u3044\u307e\u3059\u3002\u79c1\u305f\u3061\u306f\u7cbe\u5bc6\u306a\u8077\u4eba\u6280\u304c\u5927\u597d\u304d\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u8fc5\u901f\u306a\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u614e\u91cd\u306a\u4f5c\u696d\u306b\u5bc6\u63a5\u306b\u95a2\u9023\u3057\u3066\u3044\u307e\u3059\u3002\u3088\u308a\u826f\u3044\u6307\u793a\u306f\u3001\u8907\u96d1\u306aAI\u30e2\u30c7\u30eb\u304b\u3089\u3088\u308a\u6b63\u78ba\u306a\u7d50\u679c\u3092\u5c0e\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u5b8c\u74a7\u3092\u6c42\u3081\u308b\u65e5\u672c\u4eba\u306e\u6027\u683c\u3092\u53cd\u6620\u3057\u3066\u3044\u307e\u3059\u3002\u65e5\u672c\u306f\u6df1\u523b\u306a\u4eba\u53e3\u554f\u984c\u306b\u76f4\u9762\u3057\u3066\u3044\u307e\u3059\u3002\u4eba\u53e3\u306e\u9ad8\u9f62\u5316\u3068\u52b4\u50cd\u8005\u306e\u6e1b\u5c11\u3067\u3059\u3002\u66f0\u304f <a href=\"https:\/\/www.weforum.org\/stories\/2023\/09\/elderly-oldest-population-world-japan\/\">\u4e16\u754c\u7d4c\u6e08\u30d5\u30a9\u30fc\u30e9\u30e0<\/a>2021\u5e74\u306b\u306f65\u6b73\u4ee5\u4e0a\u306e\u4eba\u53e3\u304c\u904e\u53bb\u6700\u9ad8\u306e29.8%\u306b\u9054\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u4eba\u9593\u306e\u30b9\u30ad\u30eb\u3092\u5411\u4e0a\u3055\u305b\u3001\u56f0\u96e3\u306a\u4f5c\u696d\u3092\u81ea\u52d5\u5316\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u5c02\u9580\u5bb6\u304c\u6307\u5c0e\u3059\u308b\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u306f\u3001\u5f37\u529b\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<h3><strong>\u9032\u5316\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u6280\u8853<\/strong><\/h3>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u304c\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u8cea\u554f\u3059\u308b\u3060\u3051\u3060\u3068\u8003\u3048\u308b\u306e\u306f\u5927\u304d\u306a\u9593\u9055\u3044\u3067\u3059\u3002\u305d\u308c\u306f\u6df1\u523b\u306a\u554f\u984c\u3092\u5f15\u304d\u8d77\u3053\u3057\u304b\u306d\u307e\u305b\u3093\u3002\u719f\u7df4\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u8a00\u8a9e\u3001\u5c02\u9580\u77e5\u8b58\u3001\u5fc3\u7406\u5b66\u3001\u6280\u8853\u30b9\u30ad\u30eb\u3092\u878d\u5408\u3055\u305b\u307e\u3059\u3002\u5f7c\u3089\u306f\u5358\u306b <a href=\"https:\/\/itbusinesstoday.com\/ja\/tech\/ai-and-machine-learning-innovation-and-cutting-edge-technologies-transforming-japanese-industries\/\">AI<\/a>\u5f7c\u3089\u306f\u77e5\u7684\u4ea4\u6d41\u306e\u30c7\u30b6\u30a4\u30ca\u30fc\u3067\u3059\u3002<\/p>\n<h4>\u3053\u3061\u3089\u3082\u304a\u8aad\u307f\u304f\u3060\u3055\u3044\uff1a <a class=\"p-url\" href=\"https:\/\/itbusinesstoday.com\/ja\/tech\/ai\/ai-powered-search-is-replacing-traditional-browsing-how-genai-is-redefining-seo-content-discovery-and-brand-visibility\/\" rel=\"bookmark\">AI\u3092\u6d3b\u7528\u3057\u305f\u691c\u7d22\u304c\u5f93\u6765\u306e\u30d6\u30e9\u30a6\u30b8\u30f3\u30b0\u3092\u4ee3\u66ff\uff1aGenAI\u304cSEO\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u767a\u898b\u3001\u30d6\u30e9\u30f3\u30c9\u8a8d\u77e5\u3092\u3069\u3046\u518d\u5b9a\u7fa9\u3059\u308b\u304b<\/a><\/h4>\n<p>\u5f7c\u3089\u306f\u7ffb\u8a33\u306e\u9054\u4eba\u3067\u3059\u3002\u5f7c\u3089\u306f\u30d3\u30b8\u30cd\u30b9\u76ee\u6a19\u3068\u3044\u3046\u96e3\u3057\u3044\u8a00\u8449\u3092\u7406\u89e3\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u9867\u5ba2\u6e80\u8db3\u5ea6\u306e\u5411\u4e0a<\/li>\n<li>\u5275\u85ac\u306e\u30b9\u30d4\u30fc\u30c9\u30a2\u30c3\u30d7<\/li>\n<li>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3092\u500b\u4eba\u7684\u306a\u3082\u306e\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/li>\n<\/ul>\n<p>\u305d\u3057\u3066\u3001\u3053\u308c\u3089\u306e\u76ee\u6a19\u3092\u660e\u78ba\u3067\u69cb\u9020\u5316\u3055\u308c\u305f\u7528\u8a9e\u306b\u5909\u63db\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3084\u751f\u6210AI\u304c\u76ee\u6a19\u3092\u7406\u89e3\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u306f<\/p>\n<ul>\n<li><strong>\u30b3\u30f3\u30c6\u30af\u30b9\u30c1\u30e5\u30a2\u30eb\u30fb\u30de\u30b9\u30bf\u30ea\u30fc<\/strong>:\u696d\u754c\u3001\u4f01\u696d\u306e\u30c7\u30fc\u30bf\u3001\u30eb\u30fc\u30eb\u3001\u305d\u3057\u3066\u8ab0\u304cAI\u306e\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3092\u4f7f\u3046\u306e\u304b\u3092\u77e5\u308b\u3053\u3068\u3002\u305f\u3068\u3048\u30b3\u30a2\u30fb\u30e2\u30c7\u30eb\u304c\u4f3c\u3066\u3044\u305f\u3068\u3057\u3066\u3082\u3001\u6cd5\u7684\u5951\u7d04\u306e\u305f\u3081\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306a\u5e83\u544a\u30b3\u30d4\u30fc\u306e\u305f\u3081\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u540c\u3058\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/li>\n<li><strong>\u53cd\u5fa9\u7684\u6539\u826f<\/strong><strong>:<\/strong> 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class=\"alignnone size-full wp-image-19186\" src=\"https:\/\/itbusinesstoday.com\/wp-content\/uploads\/2025\/08\/Prompt-Engineers-of-Japan-The-Rising-Architects-of-Generative-Workflows-2-1.webp\" alt=\"Prompt Engineers of Japan\" width=\"800\" height=\"450\" \/><\/p>\n<p>\u719f\u7df4\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u4fa1\u5024\u63d0\u6848\u306f\u3001\u5358\u306a\u308b\u30b3\u30b9\u30c8\u524a\u6e1b\u3092\u8d85\u8d8a\u3057\u305f\u3082\u306e\u3067\u3059\u3002\u52b9\u7387\u6027\u306e\u5411\u4e0a\u306f\u660e\u3089\u304b\u3067\u3059\u3002\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u6240\u8981\u6642\u9593\u306f\u6570\u65e5\u304b\u3089\u6570\u6642\u9593\u306b\u77ed\u7e2e\u3055\u308c\u307e\u3059\u3002\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u9867\u5ba2\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u8d77\u8349\u306f\u3001\u308f\u305a\u304b\u6570\u5206\u3067\u5b8c\u4e86\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u771f\u306e\u5f37\u307f\u306f\u65b0\u3057\u3044\u6a5f\u80fd\u3068\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u30b9\u30d4\u30fc\u30c9\u30a2\u30c3\u30d7\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u7814\u7a76\u958b\u767a\u306e\u5f37\u5316<\/strong>:\u5927\u962a\u306e\u4e00\u6d41\u88fd\u85ac\u4f1a\u793e\u306e\u7814\u7a76\u8005\u304c\u30b9\u30de\u30fc\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u7528\u3002\u5927\u91cf\u306e\u79d1\u5b66\u6587\u732e\u3084\u7279\u8a31\u30c7\u30fc\u30bf\u3092\u7d20\u65e9\u304f\u5206\u6790\u3002AI\u306f\u3001\u4eba\u9593\u306e\u7814\u7a76\u8005\u304c\u767a\u898b\u3059\u308b\u306e\u306b\u6570\u9031\u9593\u304b\u304b\u308b\u3088\u3046\u306a\u30ea\u30f3\u30af\u3084\u30a2\u30a4\u30c7\u30a2\u3092\u767a\u898b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5275\u85ac\u306e\u521d\u671f\u6bb5\u968e\u304c\u5927\u5e45\u306b\u30b9\u30d4\u30fc\u30c9\u30a2\u30c3\u30d7\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30ab\u30b9\u30bf\u30de\u30fc\u30fb\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u306e\u5909\u9769<\/strong>:\u6771\u4eac\u306e\u91d1\u878d\u4f1a\u793e\u304c\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u4f7f\u3063\u3066\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4f5c\u6210\u3002 <a href=\"https:\/\/itbusinesstoday.com\/ja\/tech\/the-dark-side-of-llms-how-generative-ai-is-fueling-sophisticated-social-engineering\/\">\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI<\/a> \u306f\u9867\u5ba2\u3068\u306e\u5bfe\u8a71\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5206\u6790\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\u30fb\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306f\u5373\u5ea7\u306b\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u4f1a\u8a71\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3001\u30b5\u30fc\u30d3\u30b9\u306e\u8cea\u304c\u5411\u4e0a\u3057\u3001\u9867\u5ba2\u3068\u306e\u95a2\u4fc2\u304c\u3088\u308a\u5f37\u56fa\u306a\u3082\u306e\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u8907\u96d1\u7cfb\u89e3\u6790\u306e\u6c11\u4e3b\u5316<\/strong><strong>:<\/strong> \u3053\u308c\u307e\u3067\u30b5\u30a4\u30ed\u5316\u3055\u308c\u3066\u3044\u305f\u30c7\u30fc\u30bf\u5206\u6790\u304c\u5229\u7528\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30c1\u30fc\u30e0\u306f\u3001\u8a73\u7d30\u306a\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30fb\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u30fb\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002\u4eba\u4e8b\u90e8\u9580\u306f\u3001\u5f93\u696d\u54e1\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u304b\u3089\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u306e\u50be\u5411\u3092\u8abf\u3079\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306f\u3001\u6df7\u4e71\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u6280\u8853\u5c02\u9580\u5bb6\u3067\u306a\u304f\u3066\u3082\u5f37\u529b\u306aAI\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u5927\u898f\u6a21\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u9ad8\u901f\u5316<\/strong>:\u3055\u307e\u3056\u307e\u306a\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u306e\u8a73\u7d30\u306a\u6280\u8853\u6587\u66f8\u306e\u4f5c\u6210\u3092\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u591a\u8a00\u8a9e\u3067\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u8cc7\u6599\u3082\u3059\u3050\u306b\u4f5c\u308c\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u81ea\u7136\u8a00\u8a9e\u306e\u6307\u793a\u304b\u3089\u30b3\u30fc\u30c9\u69cb\u9020\u3092\u8d77\u8349\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u3059\u3079\u3066\u3001\u30d6\u30e9\u30f3\u30c9\u306e\u58f0\u3068\u6280\u8853\u7684\u306a\u6b63\u78ba\u3055\u3092\u7dad\u6301\u3057\u305f\u307e\u307e\u5b9f\u73fe\u3057\u307e\u3059\u3002\u3053\u308c\u304c\u3001\u5805\u7262\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u99c6\u52d5\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u53ef\u80fd\u306b\u3059\u308b\u30b9\u30b1\u30fc\u30eb\u3067\u3059\u3002<\/li>\n<\/ul>\n<h3><strong>\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u306e\u80b2\u6210<\/strong><\/h3>\n<p>\u8fc5\u901f\u306a\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u6226\u7565\u7684\u91cd\u8981\u6027\u3092\u8a8d\u8b58\u3059\u308b\u3053\u3068\u304c\u7b2c\u4e00\u6b69\u3067\u3059\u3002\u3053\u306e\u80fd\u529b\u3092\u7d44\u7e54\u5185\u3067\u7a4d\u6975\u7684\u306b\u80b2\u6210\u3059\u308b\u3053\u3068\u304c\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u306b\u306f\u3001\u8996\u70b9\u3068\u6295\u8cc7\u306e\u8ee2\u63db\u304c\u5fc5\u8981\u3067\u3059\uff1a<\/p>\n<ul>\n<li><strong>\u793e\u5185\u4eba\u6750\u306e\u767a\u6398\u3068\u80b2\u6210<\/strong><strong>:<\/strong> \u4f1d\u7d71\u7684\u306aIT\u306e\u67a0\u3092\u8d85\u3048\u307e\u3057\u3087\u3046\u3002\u512a\u308c\u305f\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u80fd\u529b\u3001\u5c02\u9580\u5206\u91ce\u306e\u77e5\u8b58\u3001\u512a\u308c\u305f\u5206\u6790\u80fd\u529b\u3001\u5929\u6027\u306e\u597d\u5947\u5fc3\u3092\u6301\u3064\u4eba\u6750\u3092\u63a2\u3057\u307e\u3057\u3087\u3046\u3002\u8a00\u8a9e\u5b66\u8005\u3001\u7814\u7a76\u8005\u3001\u30c6\u30af\u30cb\u30ab\u30eb\u30e9\u30a4\u30bf\u30fc\u3001\u719f\u7df4\u3057\u305f\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306e\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\u306f\u3001\u57fa\u672c\u7684\u306a\u30b9\u30ad\u30eb\u3092\u5171\u6709\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u3082\u306e\u3067\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u4e3b\u8981\u306aAI\u30c4\u30fc\u30eb\u3001\u502b\u7406\u306b\u3064\u3044\u3066\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u65e5\u672c\u56fd\u5185\u3067\u53f0\u982d\u3057\u3064\u3064\u3042\u308b\u5c02\u9580\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u306e\u63d0\u643a\u3082\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5b9f\u969b\u306b <a href=\"https:\/\/arxiv.org\/abs\/2506.00058\">arXiv<\/a> 2025\u5e74\u534a\u3070\u306b\u3001\u6709\u80fd\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u306fAI\u77e5\u8b58\uff0822.8%\uff09\u3001\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30b9\u30ad\u30eb\uff0821.9%\uff09\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\uff0818.7%\uff09\u3001\u5275\u9020\u7684\u554f\u984c\u89e3\u6c7a\uff0815.8%\uff09\u3092\u517c\u306d\u5099\u3048\u3066\u304a\u308a\u3001\u3053\u306e\u5f79\u5272\u304c\u3044\u304b\u306b\u8907\u6570\u306e\u5206\u91ce\u3092\u878d\u5408\u3057\u3066\u3044\u308b\u304b\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/li>\n<li><strong>\u5206\u96e2\u3067\u306f\u306a\u304f\u7d71\u5408<\/strong><strong>:<\/strong> \u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u4e00\u5339\u72fc\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u306e\u6210\u529f\u306f\u3001\u4e8b\u696d\u90e8\u9580\u3001\u5c02\u9580\u5bb6\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3001IT\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u306e\u826f\u597d\u306a\u30c1\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u304b\u304b\u3063\u3066\u3044\u307e\u3059\u3002\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u660e\u78ba\u306a\u30c1\u30e3\u30cd\u30eb\u3092\u78ba\u7acb\u3057\u307e\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u88fd\u54c1\u30c1\u30fc\u30e0\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3001\u7814\u7a76\u958b\u767a\u30e9\u30dc\u306b\u914d\u7f6e\u3057\u307e\u3059\u3002\u5f7c\u3089\u306e\u30b9\u30ad\u30eb\u306f\u3001\u4e3b\u8981\u306a\u76ee\u6a19\u3092\u76f4\u63a5\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3082\u306e\u3067\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/li>\n<li><strong>\u9069\u5207\u306a\u30a4\u30f3\u30d5\u30e9\u3078\u306e\u6295\u8cc7<\/strong>:\u9ad8\u5ea6\u306aAI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3001\u6a5f\u5bc6\u30c7\u30fc\u30bf\u306b\u306f\u5b89\u5168\u306a\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30c6\u30b9\u30c8\u3068\u5c55\u958b\u306b\u5fc5\u8981\u306a\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u5f7c\u3089\u306b\u30c4\u30fc\u30eb\u3092\u4e0e\u3048\u3066\u304f\u3060\u3055\u3044\uff1a<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\u30d0\u30fc\u30b8\u30e7\u30f3\u30d7\u30ed\u30f3\u30d7\u30c8<\/li>\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30fb\u30e1\u30c8\u30ea\u30af\u30b9\u306e\u8ffd\u8de1<\/li>\n<li>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u8a2d\u8a08\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u67a0\u7d44\u307f\u306e\u69cb\u7bc9<\/strong>:\u30c7\u30fc\u30bf\u306e\u4f7f\u7528\u3001\u30e2\u30c7\u30eb\u306e\u9078\u629e\u3001\u51fa\u529b\u30c1\u30a7\u30c3\u30af\u3001\u77e5\u7684\u8ca1\u7523\u3001\u502b\u7406\u7684\u5236\u9650\u306b\u95a2\u3059\u308b\u660e\u78ba\u306a\u30eb\u30fc\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5185\u3067\u8cac\u4efb\u3092\u6301\u3063\u3066AI\u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u306e\u63d0\u5531\u8005\u3068\u306a\u308b\u3088\u3046\u306b\u6a29\u9650\u3092\u4e0e\u3048\u307e\u3059\u3002\u5b9a\u671f\u7684\u306a\u76e3\u67fb\u3068\u4eba\u9593\u306b\u3088\u308b\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\u306f\u8b72\u308c\u307e\u305b\u3093\u3002<\/li>\n<li><strong>\u6d3b\u52d5\u3060\u3051\u3067\u306a\u304f\u4fa1\u5024\u3092\u6e2c\u5b9a<\/strong><strong>:<\/strong> \u30d3\u30b8\u30cd\u30b9\u6210\u679c\u306b\u30ea\u30f3\u30af\u3059\u308b\u660e\u78ba\u306aKPI\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6307\u6a19\u3092\u8ffd\u8de1\u3057\u307e\u3059\uff1a<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\u6642\u9593\u306e\u7bc0\u7d04<\/li>\n<li>\u30b3\u30b9\u30c8\u524a\u6e1b<\/li>\n<li>\u81ea\u52d5\u5316\u30bf\u30b9\u30af\u306e\u30a8\u30e9\u30fc\u7387<\/li>\n<li>\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u30fb\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u306e\u5411\u4e0a\uff08\u65b0\u3057\u3044\u30a2\u30a4\u30c7\u30a2\u306e\u5275\u51fa\u306a\u3069\uff09<\/li>\n<li>\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3068\u9023\u52d5\u3057\u305f\u9867\u5ba2\u6e80\u8db3\u5ea6\u306e\u5411\u4e0a\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u8fc5\u901f\u306a\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u6295\u8cc7\u306eROI\u3092\u5b9a\u91cf\u5316\u3057\u307e\u3059\u3002<\/p>\n<h3><strong>\u672a\u6765\u306e\u98a8\u666f<\/strong><\/h3>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-19185\" src=\"https:\/\/itbusinesstoday.com\/wp-content\/uploads\/2025\/08\/Prompt-Engineers-of-Japan-The-Rising-Architects-of-Generative-Workflows-3.webp\" alt=\"\" width=\"800\" height=\"450\" \/><\/p>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5f79\u5272\u306f\u3001\u4eca\u5f8c\u3082\u6025\u901f\u306b\u9032\u5316\u3057\u3066\u3044\u304f\u3067\u3057\u3087\u3046\u3002AI\u30e2\u30c7\u30eb\u304c\u3088\u308a\u8ce2\u304f\u306a\u308c\u3070\u3001\u8907\u96d1\u306a\u30bf\u30b9\u30af\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u30b7\u30d5\u30c8\u306e\u7126\u70b9\u306f<\/p>\n<ul>\n<li>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u8a2d\u8a08<\/li>\n<li>AI\u5229\u7528\u8a08\u753b<\/li>\n<li>\u7570\u306a\u308b\u30e2\u30c7\u30eb\u306e\u9023\u643a\u7ba1\u7406<\/li>\n<\/ul>\n<p>\u30e2\u30c7\u30eb\u306e\u9650\u754c\u3092\u77e5\u308a\u3001\u305d\u308c\u305e\u308c\u306e\u4f5c\u696d\u306b\u9069\u3057\u305f\u30c4\u30fc\u30eb\u3092\u9078\u3076\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p>\u9ad8\u5ea6\u306a\u30ce\u30fc\u30b3\u30fc\u30c9\u304a\u3088\u3073\u30ed\u30fc\u30b3\u30fc\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u300c\u5e02\u6c11\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u300d\u306b\u3082\u529b\u3092\u4e0e\u3048\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u3088\u308a\u7c21\u5358\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4f5c\u6210\u3067\u304d\u308b\u3001\u3042\u308b\u7a0b\u5ea6\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u53d7\u3051\u305f\u30c9\u30e1\u30a4\u30f3\u306e\u5c02\u9580\u5bb6\u3067\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\u5f7c\u3089\u306f\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u6df1\u3044\u30b9\u30ad\u30eb\u3092\u3082\u305f\u3089\u3057\u3001\u30d0\u30a4\u30a2\u30b9\u3092\u6e1b\u3089\u3059\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u5f79\u5272\u306f\u3001\u3053\u306e\u5206\u91ce\u306b\u304a\u3051\u308b\u6226\u7565\u306e\u91cd\u8981\u306a\u90e8\u5206\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002\u65e5\u672c\u306f\u307e\u3060\u3001\u500b\u4eba\u3084\u7d44\u7e54\u306e\u5c0e\u5165\u306b\u304a\u3044\u3066\u3001\u7c73\u56fd\u3084\u4e2d\u56fd\u306a\u3069\u306e\u56fd\u3005\u306b\u9045\u308c\u3092\u3068\u3063\u3066\u3044\u307e\u3059\u3002A <a href=\"https:\/\/gmo-research.ai\/en\/resources\/studies\/2025-study-gen-AI-jp\">\u907a\u4f1d\u5b50\u7d44\u307f\u63db\u3048\u7814\u7a76<\/a> 2025\u5e74\u521d\u982d\u306e\u8abf\u67fb\u306b\u3088\u308b\u3068\u3001\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u306e\u7a4d\u6975\u7684\u306a\u5229\u7528\u3092\u5831\u544a\u3057\u305f\u65e5\u672c\u306e\u30e6\u30fc\u30b6\u30fc\u306f\u308f\u305a\u304b42.5%\u306b\u904e\u304e\u305a\u3001\u4e2d\u56fd\u3067\u306f80%\u3092\u8d85\u3048\u307e\u3057\u305f\u3002\u4f01\u696d\u5074\u3067\u306f\u3001\u65e5\u672c\u306e\u4f01\u696d\u306e\u308f\u305a\u304b9.1%\u304c\u73fe\u5728\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002<a href=\"https:\/\/www.nippon.com\/en\/japan-data\/h01717\/\">52%<\/a>)\u306f\u307e\u3060\u8a08\u753b\u6bb5\u968e\u3002\u3053\u306e\u3053\u3068\u306f\u3001\u30b9\u30ad\u30eb\u69cb\u7bc9\u3068\u30ea\u30fc\u30c0\u30fc\u30b7\u30c3\u30d7\u4e3b\u5c0e\u306e\u6295\u8cc7\u304c\u6025\u52d9\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u5506\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3><strong>\u884c\u52d5\u3078\u306e\u547c\u3073\u304b\u3051<\/strong><\/h3>\n<p>\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u306f\u89b3\u6226\u30b9\u30dd\u30fc\u30c4\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u65e5\u672c\u4f01\u696d\u306b\u3068\u3063\u3066\u306e\u53ef\u80fd\u6027\u306f\u975e\u5e38\u306b\u5927\u304d\u3044\u3002\u751f\u7523\u6027\u3092\u9ad8\u3081\u3001\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u559a\u8d77\u3057\u3001\u6bd4\u985e\u306e\u306a\u3044\u9867\u5ba2\u4fa1\u5024\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u547c\u3070\u308c\u308b\u719f\u7df4\u3057\u305f\u901a\u8a33\u8005\u3001\u5165\u5ff5\u306a\u30c7\u30b6\u30a4\u30ca\u30fc\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u304c\u3044\u306a\u3051\u308c\u3070\u3001\u3053\u306e\u53ef\u80fd\u6027\u306f\u751f\u304b\u3055\u308c\u307e\u305b\u3093\u3002<\/p>\n<p>\u65e5\u672c\u306e\u30d3\u30b8\u30cd\u30b9\u30ea\u30fc\u30c0\u30fc\u306b\u8ab2\u305b\u3089\u308c\u305f\u4f7f\u547d\u306f\u660e\u78ba\u3067\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u91cd\u8981\u306a\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u3092\u7a4d\u6975\u7684\u306b\u767a\u6398\u3057\u3001\u80b2\u6210\u3057\u3001\u529b\u3092\u4e0e\u3048\u308b\u3053\u3068\u3002\u6226\u7565\u7684\u30a4\u30cb\u30b7\u30a2\u30c1\u30d6\u306e\u57fa\u76e4\u306b\u5f7c\u3089\u3092\u7d44\u307f\u8fbc\u3093\u3067\u304f\u3060\u3055\u3044\u3002\u5f7c\u3089\u306b\u5fc5\u8981\u306a\u30c4\u30fc\u30eb\u3001\u8077\u52d9\u6a29\u9650\u3001\u7d4c\u55b6\u9663\u306e\u30b9\u30dd\u30f3\u30b5\u30fc\u30b7\u30c3\u30d7\u3092\u63d0\u4f9b\u3057\u307e\u3057\u3087\u3046\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u91cd\u8981\u306a\u30ea\u30f3\u30af\u3067\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u306e\u5f37\u307f\u3092\u5b9f\u969b\u306e\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u306b\u3064\u306a\u3052\u307e\u3059\u3002<\/p>\n<p>\u30b5\u30a4\u30ec\u30f3\u30c8\u9769\u547d\u304c\u9032\u884c\u4e2d\u3002\u3042\u306a\u305f\u306e\u7d44\u7e54\u306f\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u306b\u5c0e\u304b\u308c\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u305d\u308c\u3068\u3082\u3001\u4ed6\u4eba\u306e\u8a2d\u8a08\u56f3\u306b\u7ffb\u5f04\u3055\u308c\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u672a\u6765\u306e\u7af6\u4e89\u306f\u3001\u4eca\u65e5\u306e\u654f\u8155\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3088\u3063\u3066\u5f62\u4f5c\u3089\u308c\u307e\u3059\u3002\u5f7c\u3089\u306b\u6295\u8cc7\u3057\u3001\u65e5\u672c\u306e\u95ca\u9054\u306a\u672a\u6765\u306b\u6c7a\u5b9a\u7684\u306a\u6295\u8cc7\u3092\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4eca\u3053\u305d\u3001\u7dbf\u5bc6\u306b\u7df4\u3089\u308c\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u30921\u3064\u305a\u3064\u4f5c\u308a\u4e0a\u3052\u3001\u512a\u4f4d\u6027\u3092\u7bc9\u304f\u6642\u3067\u3059\u3002\u81ea\u5206\u306e\u30b9\u30ad\u30eb\u3092\u8a55\u4fa1\u3057\u3001\u6700\u9ad8\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u898b\u3064\u3051\u3001\u6210\u529f\u306e\u305f\u3081\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u306e\u80b2\u6210\u3092\u59cb\u3081\u307e\u3057\u3087\u3046\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>Forget the whirring robots of Shinjuku or the neon-lit visions of Akihabara. Japan&#8217;s biggest tech change isn&#8217;t taking place in factories or gadget labs. Across the nation, a new type of professional is emerging: the Prompt Engineer. It&#8217;s happening quietly at keyboards everywhere. These individuals are quickly becoming key builders of generative workflows. They turn executive ideas into real, AI-powered outcomes. Business leaders must understand and support the role of artificial intelligence. This isn&#8217;t just a future need; it\u2019s essential for gaining a competitive edge now. Japan has a mix of factors that make it a great place for this revolution. We love precision craftsmanship, or takumi. It relates closely [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":19187,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"wprm-recipe-roundup-name":"","wprm-recipe-roundup-description":"","postBodyCss":"","postBodyMargin":[],"postBodyPadding":[],"postBodyBackground":{"backgroundType":"classic","gradient":""},"footnotes":""},"categories":[204,180,201,85],"tags":[5916,564,6909,5120,2845,6910],"ppma_author":[324],"class_list":{"0":"post-19116","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-business-analytics","8":"category-knowledge-hub","9":"category-staff-writers","10":"category-tech","11":"tag-ai-models","12":"tag-generative-ai","13":"tag-generative-workflow","14":"tag-japanese-business","15":"tag-llms","16":"tag-prompt-engineering"},"yoast_head":"<!-- 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