{"version":"1.0","provider_name":"UX TIMES","provider_url":"https:\/\/uxdaystokyo.com\/articles","author_name":"\u9ad8\u6a4b \u7950\u54c9","author_url":"https:\/\/uxdaystokyo.com\/articles\/author\/yuya-takahashi\/","title":"Chain-of-Thought | UX TIMES","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"8Gi9ygLHX9\"><a href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/chain-of-thought\/\">Chain-of-Thought<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/chain-of-thought\/embed\/#?secret=8Gi9ygLHX9\" width=\"600\" height=\"338\" title=\"&#8220;Chain-of-Thought&#8221; &#8212; UX TIMES\" data-secret=\"8Gi9ygLHX9\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var 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sourceURL=https:\/\/uxdaystokyo.com\/articles\/wp-includes\/js\/wp-embed.min.js\n<\/script>\n","thumbnail_url":"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2026\/03\/cot.png","thumbnail_width":2000,"thumbnail_height":2000,"description":"Chain-of-Thought\uff08CoT\uff09\u3001\u3059\u306a\u308f\u3061\u300c\u601d\u8003\u306e\u9023\u9396\u300d\u3068\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306b\u5bfe\u3057\u3001\u6700\u7d42\u7684\u306a\u56de\u7b54\u3060\u3051\u3067\u306a\u304f\u3001\u305d\u3053\u306b\u81f3\u308b\u307e\u3067\u306e\u4e2d\u9593\u7684\u306a\u601d\u8003\u30b9\u30c6\u30c3\u30d7\u3092\u751f\u6210\u3055\u305b\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u6280\u8853\u3067\u3042\u308b\u3002\u3053\u308c\u306f\u5358\u306b\u7b54\u3048\u3092\u6c42\u3081\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30e2\u30c7\u30eb\u306b\u300c\u3069\u306e\u3088\u3046\u306b\u8003\u3048\u305f\u304b\u300d\u3092\u8aac\u660e\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u8907\u96d1\u306a\u63a8\u8ad6\u30bf\u30b9\u30af\u306e\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001AI\u306e\u601d\u8003\u30d7\u30ed\u30bb\u30b9\u3092\u53ef\u8996\u5316\u3057\u3001\u4eba\u9593\u304c\u305d\u306e\u5224\u65ad\u3092\u691c\u8a3c\u30fb\u5354\u50cd\u3059\u308b\u305f\u3081\u306e\u57fa\u76e4\u3092\u63d0\u4f9b\u3059\u308b\u3002   \u7b54\u3048\u3060\u3051\u3067\u306a\u304f\u300c\u601d\u8003\u306e\u904e\u7a0b\u300d\u3092\u751f\u6210\u3055\u305b\u308b\u6280\u8853 Chain-of-Thought\uff08CoT\uff09\u306f\u3001\u8907\u96d1\u306a\u554f\u984c\u3092\u89e3\u6c7a\u53ef\u80fd\u306a\u5c0f\u3055\u306a\u30b5\u30d6\u30bf\u30b9\u30af\u306b\u5206\u89e3\u3057\u3001\u305d\u308c\u3089\u3092\u9806\u306b\u51e6\u7406\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u6700\u7d42\u7684\u306a\u7d50\u8ad6\u306e\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u308b\u3068\u3044\u3046\u539f\u7406\u306b\u57fa\u3065\u3044\u3066\u3044\u308b\u3002\u3053\u308c\u306f\u3001\u6700\u7d42\u7684\u306a\u7b54\u3048\u3060\u3051\u3092\u51fa\u529b\u3055\u305b\u308b\u6a19\u6e96\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u3068\u306f\u5bfe\u7167\u7684\u3067\u3042\u308b\u3002\u30e2\u30c7\u30eb\u306f\u300c\u7b54\u3048\u306f\u4f55\u304b\u300d\u3060\u3051\u3067\u306a\u304f\u300c\u306a\u305c\u305d\u306e\u7b54\u3048\u306b\u306a\u308b\u306e\u304b\u300d\u3068\u3044\u3046\u30d7\u30ed\u30bb\u30b9\u3092\u8a00\u8a9e\u5316\u3059\u308b\u3053\u3068\u3092\u5f37\u5236\u3055\u308c\u308b\u305f\u3081\u3001\u7279\u306b\u7b97\u8853\u3001\u5e38\u8b58\u3001\u8a18\u53f7\u7684\u63a8\u8ad6\u306a\u3069\u3001\u591a\u6bb5\u968e\u306e\u601d\u8003\u3092\u5fc5\u8981\u3068\u3059\u308b\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u5287\u7684\u306a\u6027\u80fd\u5411\u4e0a\u3092\u793a\u3059\u3002   \u8a9e\u6e90\u30fb\u63d0\u5531\u8005 \u3053\u306e\u6982\u5ff5\u306f\u30012022\u5e741\u6708\u306bGoogle Research\u306e\u7814\u7a76\u8005\u3067\u3042\u308bJason\u30b8\u30a7\u30a4\u30bd\u30f3 Wei\u30a6\u30a7\u30a4\u3001Xuezhi\u30b7\u30e5\u30a8\u30b8\u30fc Wang\u30ef\u30f3\u3089\u304c\u767a\u8868\u3057\u305f\u8ad6\u6587\u306b\u3088\u3063\u3066\u5e83\u304f\u77e5\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3002\u5f53\u6642\u306eLLM\u306f\u3001\u8907\u6570\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u8e0f\u3080\u8ad6\u7406\u7684\u306a\u63a8\u8ad6\u304c\u82e6\u624b\u3068\u3044\u3046\u8ab2\u984c\u3092\u62b1\u3048\u3066\u3044\u305f\u3002\u7814\u7a76\u8005\u305f\u3061\u306f\u3001\u4eba\u9593\u304c\u8907\u96d1\u306a\u554f\u984c\u3092\u89e3\u304f\u969b\u306b\u6bb5\u968e\u7684\u306b\u601d\u8003\u3092\u6574\u7406\u3059\u308b\u70b9\u306b\u7740\u76ee\u3057\u3001\u3053\u306e\u300c\u601d\u8003\u306e\u904e\u7a0b\u3092\u66f8\u304d\u51fa\u3059\u300d\u884c\u70ba\u3092\u30e2\u30c7\u30eb\u306b\u6a21\u5023\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u63a8\u8ad6\u80fd\u529b\u304c\u5411\u4e0a\u3059\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u3044\u3046\u4eee\u8aac\u3092\u7acb\u3066\u305f\u3002\u3053\u306e\u767a\u898b\u306f\u3001\u30e2\u30c7\u30eb\u69cb\u9020\u3092\u5909\u66f4\u305b\u305a\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5de5\u592b\u3060\u3051\u3067\u6027\u80fd\u3092\u5f15\u304d\u51fa\u3059\u753b\u671f\u7684\u306a\u624b\u6cd5\u3068\u3057\u3066\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u767a\u5c55\u306b\u5927\u304d\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u305f\u3002  \u63a8\u8ad6\u30d7\u30ed\u30bb\u30b9\u3092\u53ef\u8996\u5316\u3057\u3001AI\u306e\u5224\u65ad\u3092\u691c\u8a3c\u53ef\u80fd\u306b CoT\u306e\u6700\u5927\u306e\u4fa1\u5024\u306f\u3001AI\u306e\u601d\u8003\u3068\u3044\u3046\u300c\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u300d\u306b\u5149\u3092\u5f53\u3066\u3001\u305d\u306e\u51fa\u529b\u306e\u59a5\u5f53\u6027\u3092\u4eba\u9593\u304c\u691c\u8a3c\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u70b9\u306b\u3042\u308b\u3002\u601d\u8003\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u8a00\u8a9e\u5316\u3055\u308c\u308b\u305f\u3081\u3001\u306a\u305c\u305d\u306e\u7d50\u8ad6\u306b\u81f3\u3063\u305f\u306e\u304b\u3092\u8ffd\u8de1\u3057\u3001\u8aa4\u308a\u304c\u3042\u308c\u3070\u7279\u5b9a\u3057\u3084\u3059\u304f\u306a\u308b\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4eba\u9593\u306fAI\u306e\u51fa\u529b\u3092\u9d5c\u5451\u307f\u306b\u305b\u305a\u3001\u6279\u5224\u7684\u306b\u691c\u8a0e\u3057\u306a\u304c\u3089\u5354\u50cd\u3059\u308b\u305f\u3081\u306e\u57fa\u76e4\u3092\u5f97\u3089\u308c\u308b\u3002\u3053\u306e\u4ed5\u7d44\u307f\u306f\u3001\u4e3b\u306b\u4e8c\u3064\u306e\u5f62\u5f0f\u3067\u5b9f\u73fe\u3055\u308c\u308b\u3002   Few-shot CoT: \u30d7\u30ed\u30f3\u30d7\u30c8\u5185\u306b\u3001\u554f\u984c\u3001\u601d\u8003\u306e\u9023\u9396\u3001\u305d\u3057\u3066\u6700\u7d42\u7684\u306a\u7b54\u3048\u3092\u542b\u3080\u5177\u4f53\u4f8b\u3092\u8907\u6570\u63d0\u793a\u3059\u308b\u3002\u30e2\u30c7\u30eb\u306f\u3053\u306e\u4f8b\u984c\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u5b66\u7fd2\u3057\u3001\u65b0\u3057\u3044\u554f\u984c\u306b\u5bfe\u3057\u3066\u3082\u540c\u69d8\u306e\u601d\u8003\u30d7\u30ed\u30bb\u30b9\u3092\u305f\u3069\u308a\u306a\u304c\u3089\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u3002  Zero-shot CoT: \u5177\u4f53\u4f8b\u306e\u4ee3\u308f\u308a\u306b\u3001\u300c\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u3067\u8003\u3048\u3066\u304f\u3060\u3055\u3044\uff08Let's think step by step\uff09\u300d\u3068\u3044\u3063\u305f\u5358\u7d14\u306a\u6307\u793a\u6587\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u52a0\u3048\u308b\u3002\u5927\u898f\u6a21\u306a\u30e2\u30c7\u30eb\u3067\u3042\u308c\u3070\u3001\u3053\u306e\u6307\u793a\u3060\u3051\u3067\u81ea\u767a\u7684\u306b\u601d\u8003\u30d7\u30ed\u30bb\u30b9\u3092\u8a18\u8ff0\u3057\u3001\u63a8\u8ad6\u306e\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002   \u5b9a\u6027\u30c7\u30fc\u30bf\u304b\u3089\u672c\u8cea\u7684\u306a\u8ab2\u984c\u3092\u69cb\u9020\u7684\u306b\u62bd\u51fa\u3059\u308b CoT\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u30ea\u30b5\u30fc\u30c1\u3067\u5f97\u3089\u308c\u305f\u5b9a\u6027\u7684\u306a\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u672c\u8cea\u7684\u306a\u8ab2\u984c\u3092\u62bd\u51fa\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u5f37\u529b\u306a\u5f79\u5272\u3092\u679c\u305f\u3059\u3002\u7279\u306b\u3001\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc\u306e\u66f8\u304d\u8d77\u3053\u3057\u3084\u81ea\u7531\u8a18\u8ff0\u30a2\u30f3\u30b1\u30fc\u30c8\u3068\u3044\u3063\u305f\u3001\u69cb\u9020\u5316\u3055\u308c\u3066\u3044\u306a\u3044\u30c6\u30ad\u30b9\u30c8\u60c5\u5831\u304b\u3089\u610f\u5473\u306e\u3042\u308b\u6d1e\u5bdf\u3092\u898b\u3064\u3051\u51fa\u3059\u521d\u671f\u5206\u6790\u6bb5\u968e\u3067\u6709\u52b9\u3067\u3042\u308b\u3002\u3053\u3053\u3067\u306eCoT\u306e\u5f79\u5272\u306f\u3001\u5358\u306a\u308b\u8981\u7d04\u3092\u8d85\u3048\u3001\u5206\u6790\u8005\u306e\u601d\u8003\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3057\u3001\u6d1e\u5bdf\u306b\u81f3\u308b\u307e\u3067\u306e\u8ad6\u7406\u7684\u306a\u9053\u7b4b\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u306b\u3042\u308b\u3002\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a00\uff08What\uff09\u304b\u3089\u3001\u305d\u306e\u80cc\u666f\u306b\u3042\u308b\u6587\u8108\u3084\u611f\u60c5\uff08Why\uff09\u3092\u8aad\u307f\u89e3\u304d\u3001\u6700\u7d42\u7684\u306b\u89e3\u6c7a\u3059\u3079\u304d\u8ab2\u984c\uff08Problem\uff09\u3092\u5b9a\u7fa9\u3059\u308b\u601d\u8003\u30d7\u30ed\u30bb\u30b9\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u3057\u3066\u8a2d\u8a08\u3059\u308b\u3053\u3068\u3067\u3001\u5206\u6790\u8005\u500b\u4eba\u306e\u30d0\u30a4\u30a2\u30b9\u3092\u6e1b\u3089\u3057\u3001\u591a\u89d2\u7684\u306a\u30c7\u30fc\u30bf\u691c\u8a0e\u3092\u652f\u63f4\u3059\u308b\u3002 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\u30b9\u30c6\u30c3\u30d71: \u30e6\u30fc\u30b6\u30fc\u304c\u8a9e\u3063\u305f\u5177\u4f53\u7684\u306a\u4e8b\u5b9f\u3084\u884c\u52d5\u3092\u5ba2\u89b3\u7684\u306b\u30ea\u30b9\u30c8\u30a2\u30c3\u30d7\u3059\u308b\u3002  \u30b9\u30c6\u30c3\u30d72: \u5404\u4e8b\u5b9f\u306e\u80cc\u5f8c\u306b\u3042\u308b\u30e6\u30fc\u30b6\u30fc\u306e\u671f\u5f85\u3084\u611f\u60c5\u3092\u63a8\u6e2c\u3059\u308b\u3002  \u30b9\u30c6\u30c3\u30d73: \u4e8b\u5b9f\u3068\u611f\u60c5\u3092\u7d71\u5408\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u62b1\u3048\u308b\u6f5c\u5728\u7684\u306a\u30cb\u30fc\u30ba\u3084\u6839\u672c\u7684\u306a\u8ab2\u984c\u3092\u5b9a\u7fa9\u3059\u308b\u3002  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  \u95a2\u9023\u7528\u8a9e   Few-shot Prompting  Self-Consistency  https:\/\/uxdaystokyo.com\/articles\/glossary\/zero-shot-chain-of-thought\/  https:\/\/uxdaystokyo.com\/articles\/glossary\/react\/  https:\/\/uxdaystokyo.com\/articles\/glossary\/prompt-engineering\/"}