{"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":"Zero-shot CoT | UX TIMES","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"pB078bvHwn\"><a href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/zero-shot-chain-of-thought\/\">Zero-shot CoT<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/zero-shot-chain-of-thought\/embed\/#?secret=pB078bvHwn\" width=\"600\" height=\"338\" title=\"&#8220;Zero-shot CoT&#8221; &#8212; UX TIMES\" data-secret=\"pB078bvHwn\" 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 e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n\/\/# 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\/zero-shot-cot.png","thumbnail_width":2000,"thumbnail_height":2000,"description":"Zero-shot Chain of Thought\uff08\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u601d\u8003\u306e\u9023\u9396\uff09\u3068\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306b\u5bfe\u3057\u3001\u601d\u8003\u306e\u624b\u672c\u3092\u4e00\u5207\u4e0e\u3048\u305a\u3001\u300c\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u3067\u8003\u3048\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3063\u305f\u5358\u7d14\u306a\u6307\u793a\u3092\u52a0\u3048\u308b\u3060\u3051\u3067\u3001\u8907\u96d1\u306a\u554f\u984c\u3078\u306e\u63a8\u8ad6\u80fd\u529b\u3092\u5411\u4e0a\u3055\u305b\u308b\u624b\u6cd5\u3067\u3042\u308b\u3002\u3053\u308c\u306b\u3088\u308a\u3001AI\u306f\u7d50\u8ad6\u306b\u81f3\u308b\u307e\u3067\u306e\u601d\u8003\u30d7\u30ed\u30bb\u30b9\u3092\u6587\u7ae0\u3068\u3057\u3066\u51fa\u529b\u3059\u308b\u3088\u3046\u306b\u306a\u308b\u3002\u3053\u306e\u601d\u8003\u306e\u53ef\u8996\u5316\u306f\u3001AI\u306e\u56de\u7b54\u306e\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u3001\u4eba\u9593\u304c\u3088\u308a\u6df1\u304f\u3001\u7d0d\u5f97\u611f\u306e\u3042\u308b\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u305f\u3081\u306e\u5f37\u529b\u306a\u571f\u53f0\u3068\u306a\u308b\u3002   \u7d50\u8ad6\u3078\u306e\u601d\u8003\u30d7\u30ed\u30bb\u30b9\u3092\u53ef\u8996\u5316\u3059\u308b Zero-shot CoT\u306e\u672c\u8cea\u306f\u3001AI\u306b\u6700\u7d42\u7684\u306a\u7b54\u3048\u3092\u76f4\u63a5\u51fa\u3055\u305b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u307e\u305a\u7d50\u8ad6\u306b\u81f3\u308b\u307e\u3067\u306e\u4e2d\u9593\u7684\u306a\u601d\u8003\u30b9\u30c6\u30c3\u30d7\u3092\u751f\u6210\u3055\u305b\u308b\u70b9\u306b\u3042\u308b\u3002\u4eba\u9593\u304c\u96e3\u554f\u306b\u53d6\u308a\u7d44\u3080\u969b\u306b\u3001\u554f\u984c\u3092\u5206\u89e3\u3057\u3001\u9806\u3092\u8ffd\u3063\u3066\u4e00\u3064\u305a\u3064\u89e3\u6c7a\u3057\u3066\u3044\u304f\u601d\u8003\u30d7\u30ed\u30bb\u30b9\u3092\u6a21\u5023\u3055\u305b\u308b\u306e\u3067\u3042\u308b\u3002\u3053\u306e\u624b\u6cd5\u306b\u3088\u3063\u3066\u3001\u5358\u306b\u6b63\u7b54\u7387\u304c\u5411\u4e0a\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u300c\u306a\u305c\u305d\u306e\u7d50\u8ad6\u306b\u81f3\u3063\u305f\u306e\u304b\u300d\u3068\u3044\u3046AI\u306e\u601d\u8003\u904e\u7a0b\u304c\u53ef\u8996\u5316\u3055\u308c\u308b\u3002\u3053\u306e\u900f\u660e\u6027\u306f\u3001AI\u304c\u751f\u6210\u3057\u305f\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u306e\u59a5\u5f53\u6027\u3092\u4eba\u9593\u304c\u8a55\u4fa1\u3057\u3001\u305d\u306e\u8ad6\u7406\u306e\u7a74\u3084\u898b\u843d\u3068\u3057\u3092\u691c\u8a3c\u3059\u308b\u3053\u3068\u3092\u5bb9\u6613\u306b\u3059\u308b\u3002 \u8a9e\u6e90\u30fb\u63d0\u5531\u8005 \u3053\u306e\u624b\u6cd5\u306f\u30012022\u5e745\u6708\u306b\u767a\u8868\u3055\u308c\u305f\u8ad6\u6587\u300cLarge Language Models are Zero-Shot Reasoners\u300d\u3067\u63d0\u5531\u3055\u308c\u305f\u3002\u7b46\u982d\u8457\u8005\u306f\u3001\u5f53\u6642\u6771\u4eac\u5927\u5b66\u306e\u5b66\u751f\u3067\u3042\u3063\u305f\u5c0f\u5cf6\u6b66\u6c0f\u3092\u542b\u3080\u3001Google\u3068\u306e\u5171\u540c\u7814\u7a76\u30c1\u30fc\u30e0\u3067\u3042\u308b\u3002\u80cc\u666f\u306b\u306f\u3001\u5148\u884c\u7814\u7a76\u300cChain of Thought (CoT)\u300d\u304c\u3042\u3063\u305f\u3002CoT\u306f\u3001\u601d\u8003\u30d7\u30ed\u30bb\u30b9\u3092\u542b\u3080\u624b\u672c\u3092\u3044\u304f\u3064\u304b\u63d0\u793a\u3059\u308b\u3053\u3068\u3067AI\u306e\u63a8\u8ad6\u80fd\u529b\u3092\u9ad8\u3081\u308b\u753b\u671f\u7684\u306a\u624b\u6cd5\u3060\u3063\u305f\u304c\u3001\u8cea\u306e\u9ad8\u3044\u624b\u672c\u3092\u4eba\u9593\u304c\u4f5c\u6210\u3059\u308b\u624b\u9593\u304c\u8ab2\u984c\u3067\u3042\u3063\u305f\u3002\u5c0f\u5cf6\u6c0f\u3089\u306f\u3053\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u3079\u304f\u3001\u624b\u672c\u306a\u3057\uff08Zero-shot\uff09\u3067\u540c\u69d8\u306e\u52b9\u679c\u3092\u5f97\u3089\u308c\u306a\u3044\u304b\u3068\u8003\u3048\u3001\u5de8\u5927\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u300c\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u3067\u8003\u3048\u3066\u300d\u3068\u3044\u3046\u4e00\u8a00\u3060\u3051\u3067\u3001\u81ea\u5f8b\u7684\u306b\u601d\u8003\u306e\u9023\u9396\u3092\u751f\u6210\u3059\u308b\u80fd\u529b\u3092\u6301\u3064\u3053\u3068\u3092\u767a\u898b\u3057\u305f\u3002   \u624b\u672c\u306a\u3057\u3067AI\u306e\u601d\u8003\u3092\u900f\u660e\u306b\u3059\u308b Zero-shot CoT\u304c\u3082\u305f\u3089\u3059\u6700\u5927\u306e\u4fa1\u5024\u306f\u3001\u30b3\u30b9\u30c8\u3092\u304b\u3051\u305a\u306bAI\u306e\u601d\u8003\u30d7\u30ed\u30bb\u30b9\u3092\u53ef\u8996\u5316\u3057\u3001\u305d\u306e\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u3089\u308c\u308b\u70b9\u306b\u3042\u308b\u3002\u5f93\u6765\u306e\u624b\u6cd5\u3067\u306f\u3001AI\u306b\u9ad8\u5ea6\u306a\u63a8\u8ad6\u3092\u3055\u305b\u308b\u305f\u3081\u306b\u3001\u4eba\u9593\u304c\u591a\u304f\u306e\u6642\u9593\u3092\u8cbb\u3084\u3057\u3066\u624b\u672c\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u3063\u305f\u3002\u3057\u304b\u3057\u3001\u3053\u306e\u624b\u6cd5\u306f\u305d\u306e\u624b\u9593\u3092\u5b8c\u5168\u306b\u4e0d\u8981\u306b\u3059\u308b\u3002   \u624b\u4f5c\u696d\u3067\u306e\u4f8b\u793a\u304c\u4e0d\u8981  \u7279\u5b9a\u306e\u30bf\u30b9\u30af\u3092\u89e3\u304b\u305b\u308b\u305f\u3081\u306b\u3001\u624b\u4f5c\u696d\u3067\u8907\u6570\u306e\u4f8b\u3092\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u3001\u30b3\u30b9\u30c8\u3068\u6642\u9593\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u308b\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u8ab0\u3067\u3082\u624b\u8efd\u306b\u9ad8\u5ea6\u306a\u63a8\u8ad6\u80fd\u529b\u3092\u5f15\u304d\u51fa\u3059\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308b\u3002   \u601d\u8003\u30d7\u30ed\u30bb\u30b9\u306e\u900f\u660e\u5316  AI\u304c\u3069\u306e\u3088\u3046\u306b\u7d50\u8ad6\u3092\u5c0e\u304d\u51fa\u3057\u305f\u304b\u306e\u300c\u601d\u8003\u306e\u904e\u7a0b\u300d\u304c\u6587\u7ae0\u3068\u3057\u3066\u51fa\u529b\u3055\u308c\u308b\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d50\u679c\u306e\u59a5\u5f53\u6027\u3092\u4eba\u9593\u304c\u691c\u8a3c\u3057\u3084\u3059\u304f\u306a\u308a\u3001AI\u3068\u306e\u5354\u696d\u306b\u304a\u3051\u308b\u7d0d\u5f97\u611f\u3092\u91b8\u6210\u3059\u308b\u3002   \u5e45\u5e83\u3044\u63a8\u8ad6\u30bf\u30b9\u30af\u3078\u306e\u5fdc\u7528  \u7b97\u8853\u63a8\u8ad6\u3084\u5e38\u8b58\u63a8\u8ad6\u306a\u3069\u3001\u7279\u5b9a\u306e\u9818\u57df\u306b\u7279\u5316\u3057\u305f\u8abf\u6574\u3092\u305b\u305a\u3068\u3082\u3001\u591a\u69d8\u306a\u554f\u984c\u89e3\u6c7a\u306b\u9069\u7528\u3067\u304d\u308b\u9ad8\u3044\u6c4e\u7528\u6027\u3092\u6301\u3064\u3002 \u9b54\u6cd5\u306e\u8a00\u8449\u3067\u63a8\u8ad6\u30e2\u30fc\u30c9\u3092\u8d77\u52d5\u3059\u308b Zero-shot CoT\u306f\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\u3046\u6307\u793a\u3092\u30c8\u30ea\u30ac\u30fc\u3068\u3057\u3066\u6a5f\u80fd\u3055\u305b\u308b\u3002\u3053\u306e\u300c\u9b54\u6cd5\u306e\u8a00\u8449\u300d\u3092\u53d7\u3051\u53d6\u3063\u305f\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u3001\u5373\u5ea7\u306b\u7d50\u8ad6\u3092\u51fa\u529b\u3059\u308b\u30e2\u30fc\u30c9\u304b\u3089\u3001\u63a8\u8ad6\u904e\u7a0b\u3092\u8a73\u7d30\u306b\u8a18\u8ff0\u3059\u308b\u30e2\u30fc\u30c9\u3078\u3068\u5207\u308a\u66ff\u308f\u308b\u3002\u307e\u305a\u3001\u4e0e\u3048\u3089\u308c\u305f\u554f\u3044\u3092\u5206\u6790\u3057\u3001\u95a2\u9023\u77e5\u8b58\u3092\u60f3\u8d77\u3057\u3001\u305d\u308c\u3089\u3092\u7d44\u307f\u5408\u308f\u305b\u306a\u304c\u3089\u8ad6\u7406\u7684\u306a\u9023\u9396\u3092\u69cb\u7bc9\u3057\u3066\u3044\u304f\u3002\u305d\u3057\u3066\u3001\u81ea\u3089\u751f\u6210\u3057\u305f\u601d\u8003\u306e\u9023\u9396\u306b\u57fa\u3065\u3044\u3066\u3001\u6700\u7d42\u7684\u306a\u7d50\u8ad6\u3092\u5c0e\u304d\u51fa\u3059\u306e\u3067\u3042\u308b\u3002\u3053\u306e\u4ed5\u7d44\u307f\u306f\u3001\u30e2\u30c7\u30eb\u306e\u898f\u6a21\u304c\u4e00\u5b9a\u306e\u95be\u5024\u3092\u8d85\u3048\u308b\u3068\u73fe\u308c\u308b\u300c\u5275\u767a\u7684\u80fd\u529b\u300d\u306b\u4f9d\u5b58\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u7279\u306b\u5927\u898f\u6a21\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u9855\u8457\u306a\u52b9\u679c\u3092\u767a\u63ee\u3059\u308b\u3002 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  \u95a2\u9023\u7528\u8a9e   \u5275\u767a\u7684\u80fd\u529b  https:\/\/uxdaystokyo.com\/articles\/glossary\/chain-of-thought\/  https:\/\/uxdaystokyo.com\/articles\/glossary\/prompt-engineering\/"}