{"id":3095,"date":"2023-05-14T18:20:43","date_gmt":"2023-05-14T09:20:43","guid":{"rendered":"https:\/\/bocek.co.jp\/media\/?p=3095"},"modified":"2023-05-14T18:20:44","modified_gmt":"2023-05-14T09:20:44","slug":"%e3%80%90%e4%be%8b%e6%96%87%e4%bb%98%e3%81%8d%e3%80%91%e6%80%9d%e8%80%83%e9%80%a3%e9%8e%96%e5%9e%8b%e3%83%97%e3%83%ad%e3%83%b3%e3%83%97%e3%83%86%e3%82%a3%e3%83%b3%e3%82%b0%e3%81%a8%e3%81%af%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/taskhub.jp\/magazine\/exercise\/prompt-engineer-exercise\/3095\/","title":{"rendered":"\u3010\u4f8b\u6587\u4ed8\u304d\u3011\u601d\u8003\u9023\u9396\u578b\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u3068\u306f\uff1f"},"content":{"rendered":"\n

\u300c\u601d\u8003\u9023\u9396\u578b\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u3063\u3066\u4f55\uff1f\u300d\u300c\u601d\u8003\u9023\u9396\u578b\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u306e\u52b9\u679c\u306f\uff1f\u300d\u305d\u3046\u601d\u3046\u65b9\u3082\u3044\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n

\u601d\u8003\u9023\u9396\u578b\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u306f\u751f\u6210AI\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3059\u308b\u65b9\u6cd5\u306e\u4e00\u3064\u3067\u3001\u63a8\u8ad6\u3092\u8981\u3059\u308b\u8907\u96d1\u306a\u30bf\u30b9\u30af\u306b\u5bfe\u5fdc\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n

\u4eca\u56dePROMPTY\u3067\u306f\u3001\u601d\u8003\u9023\u9396\u578b\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u3068\u306f\u4f55\u304b\u3001\u6d3b\u7528\u4e8b\u4f8b\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u7d39\u4ecb\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u601d\u8003\u9023\u9396\u578b\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u3068\u306f<\/h2>\n\n\n\n

\u601d\u8003\u9023\u9396\u578b\uff08Chain-of-Thought\uff09\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u3068\u306f\u3001\u4e2d\u9593\u306e\u63a8\u8ad6\u30b9\u30c6\u30c3\u30d7\u3092\u901a\u3058\u3066\u60c5\u5831\u3092\u9010\u6b21\u7684\u306b\u51e6\u7406\u3059\u308b<\/strong>\u3053\u3068\u3067\u8907\u96d1\u306a\u63a8\u8ad6\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u306e\u624b\u6cd5\u306f\u3001\u3088\u308a\u6d1e\u5bdf\u6df1\u3044\u7d50\u8ad6\u3092\u5c0e\u304f\u305f\u3081\u306b\u8907\u6570\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u7d4c\u3066\u60c5\u5831\u3092\u51e6\u7406\u3059\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u307e\u305f\u3001Few-shot \u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308a\u3001\u5c11\u91cf\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u304b\u3089\u3082\u52b9\u679c\u7684\u306b\u30bf\u30b9\u30af\u306b\u5bfe\u5fdc\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n\n\n\n

\u4f8b\u6587\u2460\uff1a\u8a08\u6570\u554f\u984c<\/h2>\n\n\n\n

\u6570\u5b57\u306e\u30b0\u30eb\u30fc\u30d7\u304b\u3089\u5947\u6570\u3092\u62bd\u51fa\u3057\u3001\u305d\u306e\u5408\u8a08\u5024\u304c\u5076\u6570\u304b\u3069\u3046\u304b\u5224\u5225\u3059\u308b\u554f\u984c\u3092\u89e3\u304b\u305b\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n

\u601d\u8003\u9023\u9396\u578b\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u3067\u306a\u3044\u5834\u5408<\/h3>\n\n\n\n

\u5165\u529b\u6587\uff1a<\/p>\n\n\n\n

\u6b21\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5947\u6570\u3092\u5408\u8a08\u3059\u308b\u3068\u5076\u6570\u306b\u306a\u308b\u3002#\u30b0\u30eb\u30fc\u30d7\uff1a1\u30013\u30016\u30018\u30019\u300111\u300112\n\u89e3\u7b54\uff1a\u3007\n\u6b21\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5947\u6570\u3092\u5408\u8a08\u3059\u308b\u3068\u5076\u6570\u306b\u306a\u308b\u3002#\u30b0\u30eb\u30fc\u30d7\uff1a23\u300133\u300144\u300166\u300155\u300178\n\u89e3\u7b54\uff1a\u00d7\n\u6b21\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5947\u6570\u3092\u5408\u8a08\u3059\u308b\u3068\u5076\u6570\u306b\u306a\u308b\u3002#\u30b0\u30eb\u30fc\u30d7\uff1a390\u3001890\u300147\u300112\u30012\u300194\n\u89e3\u7b54\uff1a\u00d7\n\u6b21\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5947\u6570\u3092\u5408\u8a08\u3059\u308b\u3068\u5076\u6570\u306b\u306a\u308b\u3002#\u30b0\u30eb\u30fc\u30d7\uff1a16\u300137\u300132\u300113\u300183\u30013\u30018\n\u89e3\u7b54\uff1a<\/code><\/pre>\n\n\n\n
GPT-4\u306e\u51fa\u529b\uff1a<\/p>\n\n\n\n
\u7b54\u3048\u306f\u00d7\u3067\u3059\u3002<\/code><\/pre>\n\n\n\n
\u601d\u8003\u9023\u9396\u578b\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u306e\u5834\u5408<\/h3>\n\n\n\n
\u5165\u529b\u6587\uff1a<\/p>\n\n\n\n
\u6b21\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5947\u6570\u3092\u5408\u8a08\u3059\u308b\u3068\u5076\u6570\u306b\u306a\u308b\u3002#\u30b0\u30eb\u30fc\u30d7\uff1a1\u30013\u30016\u30018\u30019\u300111\u300112\nA\uff1a\u5947\u6570\u3092\u5168\u3066\u52a0\u3048\u308b\u30681+ 3+ 9+11=24\u306b\u306a\u308a\u307e\u3059\u3002\u7b54\u3048\u306f\u3007\u3067\u3059\u3002\n\u6b21\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5947\u6570\u3092\u5408\u8a08\u3059\u308b\u3068\u5076\u6570\u306b\u306a\u308b\u3002#\u30b0\u30eb\u30fc\u30d7\uff1a23\u300133\u300144\u300166\u300155\u300178\nA\uff1a\u5947\u6570\u3092\u5168\u3066\u52a0\u3048\u308b\u306823+33+55=111\u306b\u306a\u308a\u307e\u3059\u3002\u7b54\u3048\u306f\u3007\u3067\u3059\u3002\n\u6b21\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5947\u6570\u3092\u5408\u8a08\u3059\u308b\u3068\u5076\u6570\u306b\u306a\u308b\u3002#\u30b0\u30eb\u30fc\u30d7\uff1a390\u3001890\u300147\u300112\u30012\u300194\nA\uff1a\u5947\u6570\u3092\u5168\u3066\u52a0\u3048\u308b\u306847=47\u306b\u306a\u308a\u307e\u3059\u3002\u7b54\u3048\u306f\u3007\u3067\u3059\u3002\n\u6b21\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5947\u6570\u3092\u5408\u8a08\u3059\u308b\u3068\u5076\u6570\u306b\u306a\u308b\u3002#\u30b0\u30eb\u30fc\u30d7\uff1a16\u300137\u300132\u300113\u300183\u30013\u30018\nA:<\/code><\/pre>\n\n\n\n
GPT-4\u306e\u51fa\u529b\uff1a<\/p>\n\n\n\n
\u5947\u6570\u3092\u5168\u3066\u52a0\u3048\u308b\u306837+13+83+3=136\u306b\u306a\u308a\u307e\u3059\u3002\u7b54\u3048\u306f\u3007\u3067\u3059\u3002<\/code><\/pre>\n\n\n\n
\u89e3\u7b54\u3092\u6c42\u3081\u308b\u904e\u7a0b\u3092\u542b\u3081\u3066\u4f8b\u3092\u63d0\u793a\u3059\u308b\u3053\u3068\u3067\u6b63\u3057\u3044\u89e3\u7b54\u304c\u51fa\u529b\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
\u4f8b\u6587\u2461\uff1a\u9006\u3055\u8aad\u307f\u554f\u984c<\/h2>\n\n\n\n
\u5165\u529b\u3057\u305f\u8a00\u8449\u3092\u9006\u3055\u306b\u8aad\u3080\u554f\u984c\u3092\u89e3\u304b\u305b\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
\u601d\u8003\u9023\u9396\u578b\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u3067\u306a\u3044\u5834\u5408<\/h3>\n\n\n\n
\u5165\u529b\u6587\uff1a<\/p>\n\n\n\n
\u300c\u9006\u3055\u8aad\u307f\u300d\u306f\u6587\u7ae0\u3092\u9006\u3055\u307e\u306b\u8aad\u3080\u3053\u3068\u3067\u3059\u3002\n\u300c\u304a\u306f\u3088\u3046\u300d\u3092\u9006\u3055\u8aad\u307f\u3059\u308b\u3068\nA.\u300c\u3046\u3088\u306f\u304a\u300d\n\u300c\u3042\u308a\u304c\u3068\u3046\u300d\u3092\u9006\u3055\u8aad\u307f\u3059\u308b\u3068\nA.\u300c\u3046\u3068\u304c\u308a\u3042\u300d\n\u300c\u3088\u308d\u3057\u304f\u304a\u306d\u304c\u3044\u3057\u307e\u3059\u300d\u3092\u9006\u3055\u8aad\u307f\u3059\u308b\u3068\nA.\u300c\u3059\u307e\u3057\u3044\u304c\u306d\u304a\u304f\u3057\u308d\u3088\u300d\n\n\u300c\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3057\u305f\u300d\u3092\u9006\u3055\u8aad\u307f\u3059\u308b\u3068\nA.<\/code><\/pre>\n\n\n\n
GPT-4\u306e\u51fa\u529b\uff1a<\/p>\n\n\n\n
\u300c\u305f\u3057\u307e\u3057\u305f\u3044\u304c\u308a\u3068\u3056\u3042\u300d<\/code><\/pre>\n\n\n\n
\u601d\u8003\u9023\u9396\u578b\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u306e\u5834\u5408<\/h3>\n\n\n\n
\u5165\u529b\u6587\uff1a<\/p>\n\n\n\n
\u300c\u9006\u3055\u8aad\u307f\u300d\u306f\u6587\u7ae0\u3092\u9006\u3055\u307e\u306b\u8aad\u3080\u3053\u3068\u3067\u3059\u3002\n\u300c\u304a\u306f\u3088\u3046\u300d\u3092\u9006\u3055\u8aad\u307f\u3059\u308b\u3068\nA.1\u756a\u76ee\u300c\u304a\u300d2\u756a\u76ee\u300c\u306f\u300d3\u756a\u76ee\u300c\u3088\u300d4\u756a\u76ee\u300c\u3046\u300d\u3092\u9006\u3055\u306b\u3059\u308b\u3068\u30011\u756a\u76ee\u300c\u3046\u300d2\u756a\u76ee\u300c\u3088\u300d3\u756a\u76ee\u300c\u306f\u300d4\u756a\u76ee\u300c\u304a\u300d\n\u89e3\u7b54\u306f\u300c\u3046\u3088\u306f\u304a\u300d\n\u300c\u3042\u308a\u304c\u3068\u3046\u300d\u3092\u9006\u3055\u8aad\u307f\u3059\u308b\u3068\nA.1\u756a\u76ee\u300c\u3042\u300d2\u756a\u76ee\u300c\u308a\u300d3\u756a\u76ee\u300c\u304c\u300d4\u756a\u76ee\u300c\u3068\u300d5\u756a\u76ee\u300c\u3046\u300d\u3092\u9006\u3055\u306b\u3059\u308b\u3068\u30011\u756a\u76ee\u300c\u3046\u300d2\u756a\u76ee\u300c\u3068\u300d3\u756a\u76ee\u300c\u304c\u300d4\u756a\u76ee\u300c\u308a\u300d5\u756a\u76ee\u300c\u3042\u300d\n\u300c\u3088\u308d\u3057\u304f\u304a\u306d\u304c\u3044\u3057\u307e\u3059\u300d\u3092\u9006\u3055\u8aad\u307f\u3059\u308b\u3068\nA.1\u756a\u76ee\u300c\u3088\u300d2\u756a\u76ee\u300c\u308d\u300d3\u756a\u76ee\u300c\u3057\u300d4\u756a\u76ee\u300c\u304f\u300d5\u756a\u76ee\u300c\u304a\u300d6\u756a\u76ee\u300c\u306d\u300d7\u756a\u76ee\u300c\u304c\u300d8\u756a\u76ee\u300c\u3044\u300d9\u756a\u76ee\u300c\u3057\u300d10\u756a\u76ee\u300c\u307e\u300d11\u756a\u76ee\u300c\u3059\u300d\u3092\u9006\u3055\u306b\u3059\u308b\u3068\u30011\u756a\u76ee\u300c\u3059\u300d2\u756a\u76ee\u300c\u307e\u300d3\u756a\u76ee\u300c\u3057\u300d4\u756a\u76ee\u300c\u3044\u300d5\u756a\u76ee\u300c\u304c\u300d6\u756a\u76ee\u300c\u306d\u300d7\u756a\u76ee\u300c\u304a\u300d8\u756a\u76ee\u300c\u304f\u300d9\u756a\u76ee\u300c\u3057\u300d10\u756a\u76ee\u300c\u308d\u300d11\u756a\u76ee\u300c\u3088\u300d\n\u89e3\u7b54\u306f\u300c\u3059\u307e\u3057\u3044\u304c\u306d\u304a\u304f\u3057\u308d\u3088\u300d\n\n\u300c\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3057\u305f\u300d\u3092\u9006\u3055\u8aad\u307f\u3059\u308b\u3068\nA.<\/code><\/pre>\n\n\n\n
GPT-4\u306e\u51fa\u529b\uff1a<\/p>\n\n\n\n
1\u756a\u76ee\u300c\u3042\u300d2\u756a\u76ee\u300c\u308a\u300d3\u756a\u76ee\u300c\u304c\u300d4\u756a\u76ee\u300c\u3068\u300d5\u756a\u76ee\u300c\u3046\u300d6\u756a\u76ee\u300c\u3054\u300d7\u756a\u76ee\u300c\u3056\u300d8\u756a\u76ee\u300c\u3044\u300d9\u756a\u76ee\u300c\u307e\u300d10\u756a\u76ee\u300c\u3057\u300d11\u756a\u76ee\u300c\u305f\u300d\u3092\u9006\u3055\u306b\u3059\u308b\u3068\u30011\u756a\u76ee\u300c\u305f\u300d2\u756a\u76ee\u300c\u3057\u300d3\u756a\u76ee\u300c\u307e\u300d4\u756a\u76ee\u300c\u3044\u300d5\u756a\u76ee\u300c\u3056\u300d6\u756a\u76ee\u300c\u3054\u300d7\u756a\u76ee\u300c\u3046\u300d8\u756a\u76ee\u300c\u3068\u300d9\u756a\u76ee\u300c\u304c\u300d10\u756a\u76ee\u300c\u308a\u300d11\u756a\u76ee\u300c\u3042\u300d\n\u89e3\u7b54\u306f\u300c\u305f\u3057\u307e\u3044\u3056\u3054\u3046\u3068\u304c\u308a\u3042\u300d<\/code><\/pre>\n\n\n\n
\u4e00\u6587\u5b57\u305a\u3064\u306b\u5206\u89e3\u3059\u308b\u30b9\u30c6\u30c3\u30d7\u3092\u52a0\u3048\u308b\u3053\u3068\u3067\u3001\u601d\u8003\u9023\u9396\u578b\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u3067\u306f\u6b63\u3057\u3044\u4e26\u3073\u3067\u51fa\u529b\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
\u307e\u3068\u3081<\/h2>\n\n\n\n
\u4eca\u56dePROMPTY\u3067\u306f\u3001\u601d\u8003\u9023\u9396\u578b\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u3068\u306f\u4f55\u304b\u3001\u4f8b\u6587\u3092\u4f7f\u3063\u3066\u305d\u306e\u6d3b\u7528\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
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