{"id":35108,"date":"2025-10-09T22:45:36","date_gmt":"2025-10-09T13:45:36","guid":{"rendered":"https:\/\/uxdaystokyo.com\/articles\/?p=35108"},"modified":"2025-11-06T00:49:00","modified_gmt":"2025-11-05T15:49:00","slug":"re-stating-a-design-approach-to-ux-design-patterns-in-the-llm-era","status":"publish","type":"post","link":"https:\/\/uxdaystokyo.com\/articles\/re-stating-a-design-approach-to-ux-design-patterns-in-the-llm-era\/","title":{"rendered":"Re-stating\uff08\u518d\u8a18\u8ff0\uff09\u3068\u3044\u3046\u8a2d\u8a08\u601d\u8003\u2500\u2500LLM\u6642\u4ee3\u306eUX\u30c7\u30b6\u30a4\u30f3\u30d1\u30bf\u30fc\u30f3\u5165\u9580"},"content":{"rendered":"\n<p class=\"is-style-sme-alert-remark\">\u672c\u8a18\u4e8b\u306f\u3001LLM\u306e\u30c7\u30b6\u30a4\u30f3\u30d1\u30bf\u30fc\u30f3\u3092\u4e00\u3064\u305a\u3064\u7d10\u89e3\u3044\u3066\u3044\u307e\u3059\u3002\u6700\u521d\u306f\u300cRe-stating\u300d\uff08\u518d\u8868\u73fe\uff09\u3067\u3059\u3002<br>\u539f\u6587\uff1a<a href=\"https:\/\/www.uxforai.com\/p\/llm-design-patterns-re-stating-auto-complete-talk-back-suggestions-nest-steps-regen-tweaks-and-guard\">https:\/\/www.uxforai.com\/p\/llm-design-patterns-re-stating-auto-complete-talk-back-suggestions-nest-steps-regen-tweaks-and-guard<\/a>\u3000October 18, 2024<\/p>\n\n\n\n<p>AI\u99c6\u52d5\u578b\u30d7\u30ed\u30c0\u30af\u30c8\u3092\u8a2d\u8a08\u3059\u308b\u306b\u3042\u305f\u308a\u3001AI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\uff08Copilot\uff1a\u526f\u64cd\u7e26\u58eb\uff09\u306f\u4eba\u6c17\u306e\u3067\u3059\u304c\u3001LLM\u306e\u300c\u30c7\u30b6\u30a4\u30f3\u30d1\u30bf\u30fc\u30f3\u300d\u3092\u77e5\u308b\u3053\u3068\u3067\u305d\u306e\u8a2d\u8a08\u65b9\u6cd5\u304c\u7406\u89e3\u3067\u304d\u307e\u3059\u3002\u4eca\u56de\u306f\u3001Re-Stating \uff08\u518d\u8a18\u8ff0\u30fb\u8a00\u3044\u76f4\u3057\uff09\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"is-style-sme-post-it-narrow\">\u203b\u300c\u30c7\u30b6\u30a4\u30f3\u30d1\u30bf\u30fc\u30f3\u300d\u3068\u3042\u3048\u3066\u30ab\u30ae\u62ec\u5f27\u306b\u3057\u305f\u306e\u306f\u3001\u53b3\u5bc6\u306b\u306f\u30c7\u30b6\u30a4\u30f3\u30d1\u30bf\u30fc\u30f3\u3068\u3044\u3046\u3088\u308a\u3082\u300c\u6a5f\u80fd\u300d\u306b\u8fd1\u3044\u3067\u3059\u3002\u73fe\u5728\uff08\u57f7\u7b46\u6642\uff09\u306eLLM\u306eUI\u306f\u307e\u3060\u767a\u5c55\u9014\u4e0a\u3067\u3001\u6c7a\u307e\u3063\u305f\u578b\u304c\u78ba\u7acb\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u3060\u304b\u3089\u3053\u305d\u3001\u3053\u306e\u9818\u57df\u306eUX\u30c7\u30b6\u30a4\u30f3\u3068\u30ea\u30b5\u30fc\u30c1\u306f\u975e\u5e38\u306b\u30a8\u30ad\u30b5\u30a4\u30c6\u30a3\u30f3\u30b0\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u73fe\u4ee3\u306eAI\u304c\u793a\u3059\u300c\u7406\u89e3\u3057\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u308b\u529b\u300d<\/h2>\n\n\n\n<p>\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3067\u7279\u306b\u5370\u8c61\u7684\u306a\u306e\u306f\u3001<strong>\u7570\u306a\u308b\u60c5\u5831\u3084\u6587\u8108\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u4eba\u9593\u306e\u3088\u3046\u306b\u6df1\u3044\u7406\u89e3\u3092\u793a\u3059\u70b9<\/strong>\u3067\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u3001\u3042\u306a\u305f\u304c\u904b\u8ee2\u4e2d\u306bAI\u306b\u5411\u304b\u3063\u3066\u300cPark\uff08\u30d1\u30fc\u30af\uff09\u300d\u3068\u3060\u3051\u8a00\u3063\u305f\u3068\u3057\u307e\u3057\u3087\u3046\u3002<br>\u6700\u65b0\u306eAI\u306a\u3089\u3001\u30ab\u30ec\u30f3\u30c0\u30fc\u3084\u4f4d\u7f6e\u60c5\u5831\u306a\u3069\u3092\u53c2\u7167\u3057\u3001\u3042\u306a\u305f\u304c<strong>\u30b5\u30f3\u30d5\u30e9\u30f3\u30b7\u30b9\u30b3\u5e02\u5185\u306e\u30ca\u30a4\u30c8\u30af\u30e9\u30d6\u306b\u5411\u304b\u3063\u3066\u3044\u3066\u3001\u3059\u3067\u306b\u591c9\u6642\u3092\u904e\u304e\u3001\u65e5\u304c\u66ae\u308c\u3066\u3044\u308b<\/strong>\u3068\u3044\u3046\u72b6\u6cc1\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u3064\u307e\u308a\u3001ChatGPT\u306e\u3088\u3046\u306a\u6700\u65b0\u306eLLM\u306f\u3001\u300c\u56fd\u7acb\u516c\u5712\u306e\u6848\u5185\u300d\u3084\u300c\u690d\u7269\u5712\u3067\u306e\u4f11\u61a9\u30d7\u30e9\u30f3\u300d\u306a\u3069\u306e\u4ed6\u306e\u53ef\u80fd\u6027\u3067\u306f\u306a\u304f\u3001\u300c\u76ee\u7684\u5730\u5468\u8fba\u306e\u99d0\u8eca\u5834\u3092\u63a2\u3057\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u3042\u306a\u305f\u306e\u610f\u56f3\u3092\u6b63\u78ba\u306b\u5224\u65ad\u3067\u304d\u308b\u3068\u3044\u3046\u308f\u3051\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/media.beehiiv.com\/cdn-cgi\/image\/fit=scale-down,format=auto,onerror=redirect,quality=80\/uploads\/asset\/file\/0089e1ce-acda-4abd-9489-843954b27488\/image.png?t=1729283014\" alt=\"ChatGPT o1-preview\u306e\u4f1a\u8a71\u753b\u9762\u3002\u904b\u8ee2\u4e2d\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u300cPark\u300d\u3068\u547d\u4ee4\u3057\u3001\u30b5\u30f3\u30d5\u30e9\u30f3\u30b7\u30b9\u30b3\u306e\u30ca\u30a4\u30c8\u30af\u30e9\u30d6\u8fd1\u304f\u306e\u99d0\u8eca\u5834\u3092\u63a2\u3059\u3088\u3046\u4f9d\u983c\u3057\u3066\u3044\u308b\u69d8\u5b50\u3092\u793a\u3059\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\"\/><\/figure>\n\n\n\n<p>\u3053\u308c\u306b\u6bd4\u3079\u3066\u3001\u5f93\u6765\u306e\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\uff08Siri\u306a\u3069\uff09\u306f\u3001\u3053\u3046\u3057\u305f\u6587\u8108\u7406\u89e3\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3002<br>\u3080\u3057\u308d\u3001Siri\u306f\u300c\u3069\u306e\u201cPark\u201d\u306e\u3053\u3068\uff1f\u300d\u3068\u805e\u304d\u8fd4\u3057\u3066\u304f\u308b\u3060\u3051\u3067\u3001\u4eca\u3068\u306a\u3063\u3066\u306f\u5c11\u3057\u300cSilly\uff08\u307e\u306c\u3051\uff09\u300d\u306b\u898b\u3048\u3066\u3057\u307e\u3046\u307b\u3069\u3067\u3059<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u3053\u3053\u3067Siri\u3084Cortana\u3001Alexa\u3068\u3044\u3063\u305f\u904e\u53bb\u306e\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u6279\u5224\u3057\u305f\u3044\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<br>\u3080\u3057\u308d\u3001<strong>\u73fe\u4ee3\u306eLLM\u304c\u3044\u304b\u306b\u9032\u5316\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u306b\u6cbf\u3063\u305f\u884c\u52d5\u3092\u53d6\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u308b\u304b<\/strong>\u3092\u793a\u3057\u305f\u3044\u306e\u3067\u3059\u3002<br>\u305d\u3057\u3066\u3053\u306e\u80fd\u529b\u3092\u3046\u307e\u304f\u5f15\u304d\u51fa\u3059\u305f\u3081\u306b\u306f\u3001<span style=\"background-image: linear-gradient(transparent 60%, rgba(252, 185, 0, 0.5) 60%)\" class=\"sme-highlighter\">AI\u306b\u9069\u5207\u306b\u300c\u7406\u89e3\u300d\u3055\u305b\u308b\u305f\u3081\u306e\u30c7\u30b6\u30a4\u30f3\u30d1\u30bf\u30fc\u30f3\u304c\u6b20\u304b\u305b<\/span>\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"472\" height=\"1024\" src=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/09\/maps-park-siri-472x1024.avif\" alt=\"iPhone\u306e\u30de\u30c3\u30d7\u30a2\u30d7\u30ea\u3067\u30d1\u30fc\u30af\u306e\u691c\u7d22\u7d50\u679c\u3092\u8868\u793a\u3002Carnegie Park\u3001Stockmen's Park\u3001Lizzie Fountain Park\u3001Doolan Park\u3001Madeira Park\u306e5\u3064\u306e\u516c\u5712\u304c\u8ddd\u96e2\u3068\u8a55\u4fa1\u3068\u5171\u306b\u30ea\u30b9\u30c8\u8868\u793a\u3055\u308c\u3001\u4e0b\u90e8\u306bSiri\u304c\u300cWhich one?\u300d\u3068\u8cea\u554f\u3057\u3066\u3044\u308b\u753b\u9762\" class=\"wp-image-35112\" srcset=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/09\/maps-park-siri-472x1024.avif 472w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/09\/maps-park-siri-138x300.avif 138w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/09\/maps-park-siri-768x1665.avif 768w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/09\/maps-park-siri-709x1536.avif 709w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/09\/maps-park-siri-945x2048.avif 945w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/09\/maps-park-siri.avif 1192w\" sizes=\"auto, (max-width: 472px) 100vw, 472px\" \/><\/figure>\n\n\n\n<p>\u201cPark\u201d \u51fa\u5178: Siri<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6280\u8853\u306f\u300c\u53ec\u4f7f\u3044\u300d\u306b\u3082\u300c\u4e3b\u4eba\u300d\u306b\u3082\u306a\u308b<\/h2>\n\n\n\n<p>1921\u5e74\u306e\u30ce\u30fc\u30d9\u30eb\u5e73\u548c\u8cde\u53d7\u8cde\u8005\u3001\u30af\u30ea\u30b9\u30c1\u30e3\u30f3\u30fb\u30e9\u30f3\u30b2\uff08Christian Lange\uff09\u306f\u3053\u3046\u8a9e\u3063\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote has-text-align-center is-layout-flow wp-block-quote-is-layout-flow\">\n<p><span style=\"line-height: 3.1\" class=\"sme-line-height\"><span class=\"sme-font-size has-medium-font-size\"><strong>\u201cTechnology is a useful servant but a dangerous master.\u201d<br>\u6280\u8853\u306f\u6709\u80fd\u306a\u53ec\u4f7f\u3044\u306b\u3082\u306a\u308c\u3070\u3001\u5371\u967a\u306a\u4e3b\u4eba\u306b\u3082\u306a\u308a\u5f97\u308b\u3002<\/strong><\/span><\/span><\/p>\n<\/blockquote>\n\n\n\n<p>\u79c1\u305f\u3061\u306fAI\u3092\u300c\u53ec\u4f7f\u3044\u300d\u3068\u3057\u3066\u4e0a\u624b\u306b\u4f7f\u3044\u3053\u306a\u3059\u5fc5\u8981\u304c\u3042\u308b\u3002\u305d\u306e\u305f\u3081\u306b\u6b20\u304b\u305b\u306a\u3044\u306e\u304c\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a<strong>LLM\u30c7\u30b6\u30a4\u30f3\u30d1\u30bf\u30fc\u30f3<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Re-stating\uff08\u518d\u8868\u73fe\uff1a\u8a00\u3044\u63db\u3048\uff09<\/li>\n\n\n\n<li>Auto-Complete\uff08\u81ea\u52d5\u88dc\u5b8c\uff09<\/li>\n\n\n\n<li>Talk-Back\uff08\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\uff09<\/li>\n\n\n\n<li>Suggestions\uff08\u63d0\u6848\uff09<\/li>\n\n\n\n<li>Next Steps\uff08\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\uff09<\/li>\n\n\n\n<li>Regen Tweaks\uff08\u518d\u751f\u6210\u306e\u5fae\u8abf\u6574\uff09<\/li>\n\n\n\n<li>Guardrails\uff08\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\uff09<\/li>\n<\/ul>\n\n\n\n<p>\uff0aRe-stating\u4ee5\u5916\u306eLLM\u30c7\u30b6\u30a4\u30f3\u30d1\u30bf\u30fc\u30f3\u306f\u3001\u300c<a href=\"https:\/\/amzn.to\/4osoTUa\" target=\"_blank\" rel=\"noopener\" title=\"\">UX for AI<\/a>\u300d\u306e\u66f8\u7c4d\u3067\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Re-stating\uff08\u518d\u8868\u73fe\uff1a\u8a00\u3044\u63db\u3048\uff09\u306f\u3001AI\u304c\u300c\u3069\u3046\u7406\u89e3\u3057\u305f\u304b\u300d\u3092\u898b\u305b\u308b\u30c7\u30b6\u30a4\u30f3<\/h2>\n\n\n\n<p>\u300c\u518d\u8868\u73fe\uff1a\u8a00\u3044\u63db\u3048\uff08Re-stating\uff09\u300d\u3068\u306f\u3001<strong>AI\u304c\u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u3092\u3069\u306e\u3088\u3046\u306b\u89e3\u91c8\u3057\u305f\u304b\u3092\u3001\u30e6\u30fc\u30b6\u30fc\u306b\u4f1d\u3048\u8fd4\u3059\u4ed5\u7d44\u307f<\/strong>\u306e\u3053\u3068\u3067\u3059\u3002<br>\u3053\u306e\u4ed5\u7d44\u307f\u3092\u53d6\u308a\u5165\u308c\u308b\u3053\u3068\u3067\u3001AI\u304c\u8aa4\u3063\u305f\u65b9\u5411\u306b\u9032\u3080\u306e\u3092\u9632\u304e\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u610f\u56f3\u901a\u308a\u306e\u7d50\u679c\u3092\u5f97\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"628\" src=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/09\/restarting-1024x628.avif\" alt=\"Power BI\u306eQ&amp;A\u6a5f\u80fd\u306b\u3088\u308b\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u4f8b\uff1a\u81ea\u7136\u8a00\u8a9e\u30af\u30a8\u30ea\u304b\u3089\u751f\u6210\u3055\u308c\u305f\u9867\u5ba2\u5206\u6790\u30c6\u30fc\u30d6\u30eb\" class=\"wp-image-35121\" srcset=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/09\/restarting-1024x628.avif 1024w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/09\/restarting-300x184.avif 300w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/09\/restarting-768x471.avif 768w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/09\/restarting-1536x942.avif 1536w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/09\/restarting.avif 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u51fa\u5178\u5143: <a href=\"https:\/\/youtu.be\/L7phhEmxERs?si=Wo4NkuHxUudS9vkb&amp;utm_source=www.uxforai.com&amp;utm_medium=referral&amp;utm_campaign=llm-design-patterns-part-1-re-stating\" target=\"_blank\" rel=\"noopener\" title=\"\">YouTube<br>Power BI\u306b\u304a\u3051\u308b\u81ea\u7136\u8a00\u8a9e\u30af\u30a8\u30ea\uff08Q&amp;A\uff09\u306e\u4f7f\u7528\u65b9\u6cd5<\/a> &#8211; \u8a73\u7d30\u30ec\u30d3\u30e5\u30fc\u30102022\u5e74\u66f4\u65b0\u7248\u3011by Enterprise DNA<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u3001Microsoft Power BI \u306e\u300cNLP Ask\u300d\u6a5f\u80fd\u304c\u305d\u306e\u4ee3\u8868\u4f8b\u3067\u3059\u3002<br>\u30e6\u30fc\u30b6\u30fc\u304c\u300c\u2026where is 2017\u300d\u3068\u5165\u529b\u3059\u308b\u3068\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u305d\u308c\u3092\u81ea\u52d5\u7684\u306b\u88dc\u5b8c\u3057\u3001\u300c2017\uff08\u6ce8\u6587\u65e5\uff09\u300d\u3068\u3044\u3046\u5f62\u3067\u518d\u8868\u73fe\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u66d6\u6627\u306a\u5165\u529b\u3092\u88dc\u3044\u3001\u6587\u8108\u304b\u3089\u6b63\u3057\u3044\u610f\u5473\u3092\u5c0e\u304f\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<br>\u4eba\u9593\u304c\u30bf\u30a4\u30d7\u30df\u30b9\u3092\u3057\u305f\u308a\u3001\u6025\u3044\u3067\u5165\u529b\u3057\u3066\u3082\u3001AI\u304c\u81ea\u52d5\u7684\u306b\u6587\u8108\u3092\u63a8\u6e2c\u3057\u3066\u88dc\u6b63\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Re-stating\uff08\u518d\u8868\u73fe\uff1a\u8a00\u3044\u63db\u3048\uff09\u306f\u3044\u3064\u5fc5\u8981\u304b\uff1f<\/h2>\n\n\n\n<p>\u3067\u306f\u3001\u3059\u3079\u3066\u306e\u5834\u9762\u3067Re-stating\uff08\u518d\u8868\u73fe\uff1a\u8a00\u3044\u63db\u3048\uff09\u3092\u884c\u3046\u3079\u304d\u3060\u308d\u3046\u304b\uff1f<br>\u7b54\u3048\u306f\u300c\u5834\u5408\u306b\u3088\u308b\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u524d\u56de\u306e\u8a18\u4e8b\u300c<strong><a href=\"https:\/\/uxdaystokyo.com\/articles\/ai-accuracy-bullsht-heres-ux-must-part-1\/\" title=\"AI\u306e\u7cbe\u5ea6\u306a\u3093\u3066\u30af\u30bd\u304f\u3089\u3048\uff1aUX\u304c\u3084\u308b\u3079\u304d\u3053\u3068\">AI\u306e\u7cbe\u5ea6\u306a\u3093\u3066\u30af\u30bd\u304f\u3089\u3048\uff1aUX\u304c\u3084\u308b\u3079\u304d\u3053\u3068<\/a><\/strong>\u300d\u3067\u89e6\u308c\u305f\u3088\u3046\u306b\u3001\u5224\u65ad\u306b\u306f\u6b21\u306e2\u3064\u306e\u8ef8\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>AI\u304c\u9593\u9055\u3048\u308b\u983b\u5ea6<\/strong><\/li>\n\n\n\n<li><strong>\u8aa4\u308a\u304c\u4e0e\u3048\u308b\u5f71\u97ff\u306e\u5927\u304d\u3055<\/strong><\/li>\n<\/ol>\n\n\n\n<p>\u3053\u308c\u3089\u3092\u639b\u3051\u5408\u308f\u305b\u3066\u3001ROI\uff08\u6295\u8cc7\u5bfe\u52b9\u679c\uff09\u3092\u8003\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u3001Power BI\u306e\u3088\u3046\u306b\u300cAsk\u30af\u30a8\u30ea\u300d\u3092\u5b9f\u884c\u3057\u3066\u3082\u3001\u8aa4\u89e3\u91c8\u306b\u3088\u308b\u640d\u5931\u304c\u5c0f\u3055\u3044\u30b1\u30fc\u30b9\u3067\u306f\u3001\u5373\u5b9f\u884c\u3057\u3066\u3082\u69cb\u3044\u307e\u305b\u3093\u3002\u305b\u3044\u305c\u3044Azure\u306e\u8a08\u7b97\u30b3\u30b9\u30c8\u304c\u5c11\u3057\u5897\u3048\u308b\u7a0b\u5ea6\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3001SMS\u9001\u4fe1\u306e\u3088\u3046\u306b\u3001\u8aa4\u3063\u305f\u52d5\u4f5c\u304c\u81f4\u547d\u7684\u306a\u7d50\u679c\u3092\u62db\u304f\u5834\u5408\u306f\u8a71\u304c\u9055\u3044\u307e\u3059\u3002<br>\u305f\u3068\u3048\u3070\u3001AI\u304c\u300cgo duck yourself\uff08\u304f\u305f\u3070\u308c\uff09\u300d\u3068\u3044\u3046\u8aa4\u5909\u63db\u3092\u305d\u306e\u307e\u307e\u4e0a\u53f8\u306b\u9001\u3063\u3066\u3057\u307e\u3063\u305f\u3089\u5927\u5909\u3067\u3059\u3002<br>\u3053\u306e\u3088\u3046\u306a\u30ea\u30b9\u30af\u3092\u907f\u3051\u308b\u305f\u3081\u306b\u306f\u3001<strong>\u300c\u3053\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u4fe1\u3057\u307e\u3059\u3002\u3088\u308d\u3057\u3044\u3067\u3059\u304b\uff1f\u300d\u3068\u3044\u3063\u305f\u78ba\u8a8d\u30b9\u30c6\u30c3\u30d7<\/strong>\u304c\u6b20\u304b\u305b\u306a\u3044\u3002<\/p>\n\n\n\n<p>\u2014 Greg<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u95a2\u9023\u8a18\u4e8b<\/h2>\n\n\n\n<p>\u300c<a href=\"https:\/\/uxdaystokyo.com\/articles\/ai-accuracy-bullsht-heres-ux-must-part-1\/\" title=\"AI\u306e\u7cbe\u5ea6\u306a\u3093\u3066\u30af\u30bd\u304f\u3089\u3048\uff1aUX\u304c\u3084\u308b\u3079\u304d\u3053\u3068\">AI\u306e\u7cbe\u5ea6\u306a\u3093\u3066\u30af\u30bd\u304f\u3089\u3048\uff1aUX\u304c\u3084\u308b\u3079\u304d\u3053\u3068<\/a>\u300d<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"\u518d\u8a18\u8ff0\uff1aAI\u3092\u8ce2\u304f\u5b89\u5168\u306b\u3059\u308b\u79d8\u8a23\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/difU7FE_xnI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u8a18\u4e8b\u306f\u3001LLM\u306e\u30c7\u30b6\u30a4\u30f3\u30d1\u30bf\u30fc\u30f3\u3092\u4e00\u3064\u305a\u3064\u7d10\u89e3\u3044\u3066\u3044\u307e\u3059\u3002\u6700\u521d\u306f\u300cRe-stating\u300d\uff08\u518d\u8868\u73fe\uff09\u3067\u3059\u3002\u539f\u6587\uff1ahttps:\/\/www.uxforai.com\/p\/llm-design-patterns-re-stating-auto-co [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":35771,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[512],"tags":[],"viewpoint":[],"user_type":[],"contents_type":[],"uxdaystokyo":[],"class_list":["post-35108","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-design-informationdesign"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/posts\/35108","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/comments?post=35108"}],"version-history":[{"count":13,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/posts\/35108\/revisions"}],"predecessor-version":[{"id":36433,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/posts\/35108\/revisions\/36433"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/media\/35771"}],"wp:attachment":[{"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/media?parent=35108"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/categories?post=35108"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/tags?post=35108"},{"taxonomy":"viewpoint","embeddable":true,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/viewpoint?post=35108"},{"taxonomy":"user_type","embeddable":true,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/user_type?post=35108"},{"taxonomy":"contents_type","embeddable":true,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/contents_type?post=35108"},{"taxonomy":"uxdaystokyo","embeddable":true,"href":"https:\/\/uxdaystokyo.com\/articles\/wp-json\/wp\/v2\/uxdaystokyo?post=35108"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}