{"id":6817,"date":"2026-05-26T10:42:33","date_gmt":"2026-05-26T01:42:33","guid":{"rendered":"https:\/\/japan-ai.geniee.co.jp\/media\/?p=6817"},"modified":"2026-05-30T17:45:22","modified_gmt":"2026-05-30T08:45:22","slug":"%e3%83%97%e3%83%ad%e3%83%b3%e3%83%97%e3%83%88%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%a8%e3%81%af%ef%bc%9f%e5%ae%9a%e7%be%a9%e3%83%bb%e6%89%8b%e6%b3%95%e3%83%bb","status":"publish","type":"post","link":"https:\/\/japan-ai.co.jp\/media\/6817\/","title":{"rendered":"\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\uff1f\u5b9a\u7fa9\u30fb\u624b\u6cd5\u30fb\u30b3\u30c4\u3092\u521d\u5fc3\u8005\u5411\u3051\u306b\u89e3\u8aac"},"content":{"rendered":"\n<p>\u751f\u6210AI\u306e\u666e\u53ca\u306b\u4f34\u3044\u3001ChatGPT\u3092\u306f\u3058\u3081\u3068\u3059\u308bAI\u30b5\u30fc\u30d3\u30b9\u3092\u696d\u52d9\u306b\u53d6\u308a\u5165\u308c\u308b\u4f01\u696d\u304c\u6025\u5897\u3057\u3066\u3044\u307e\u3059\u3002\u7dcf\u52d9\u7701\u304c2025\u5e747\u6708\u306b\u516c\u8868\u3057\u305f\u300c\u4ee4\u548c7\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300d\u306b\u3088\u308b\u3068\u3001\u65e5\u672c\u4f01\u696d\u306b\u304a\u3051\u308b\u751f\u6210AI\u306e\u696d\u52d9\u5229\u7528\u7387\u306f55.2%\u306b\u9054\u3057\u307e\u3057\u305f\u3002\u4e00\u65b9\u3067\u3001\u300cAI\u306b\u8cea\u554f\u3057\u3066\u3082\u671f\u5f85\u3069\u304a\u308a\u306e\u56de\u7b54\u304c\u8fd4\u3063\u3066\u3053\u306a\u3044\u300d\u300c\u3082\u3063\u3068\u7cbe\u5ea6\u306e\u9ad8\u3044\u51fa\u529b\u3092\u5f97\u305f\u3044\u300d\u3068\u611f\u3058\u3066\u3044\u308b\u65b9\u3082\u5c11\u306a\u304f\u306a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\u305d\u3082\u305d\u3082\u4f55\u3092\u610f\u5473\u3059\u308b\u306e\u304b\u3001\u5177\u4f53\u7684\u306b\u3069\u306e\u3088\u3046\u306a\u624b\u6cd5\u304c\u3042\u308b\u306e\u304b\u3001\u696d\u52d9\u3067\u3069\u3046\u6d3b\u304b\u305b\u308b\u306e\u304b\u3068\u3044\u3063\u305f\u7591\u554f\u3092\u6301\u3064\u65b9\u3082\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001<mark>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u5b9a\u7fa9\u3084\u4ed5\u7d44\u307f\u304b\u3089\u3001\u4e3b\u8981\u306a\u624b\u6cd5\u30fb\u5b9f\u8df5\u7684\u306a\u30b3\u30c4\u3001\u8077\u7a2e\u5225\u306e\u6d3b\u7528\u4f8b\u3001\u305d\u3057\u30662026\u5e74\u6ce8\u76ee\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306e\u9055\u3044<\/mark>\u307e\u3067\u3001JAPAN AI\u304c\u7db2\u7f85\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"toc\">    <div id=\"toc_container\" class=\"toc_container toc-container sgb-toc--bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <a href=\"#i-0\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first last\">        <a href=\"#i-1\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u4ed5\u7d44\u307f<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-2\">\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306f<\/a>  <\/li>  <li>    <a href=\"#i-3\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u304c\u91cd\u8981\u306a\u7406\u7531<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-4\">\u540c\u3058AI\u3067\u3082\u7b54\u3048\u304c\u5927\u304d\u304f\u5909\u308f\u308b<\/a>      <\/li>      <li>        <a href=\"#i-5\">AI\u306e\u4f7f\u7528\u7528\u9014\u304c\u5e83\u304c\u308b<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-6\">\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u306e\u5411\u4e0a\u306b\u7e4b\u304c\u308b<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-7\">\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u69cb\u6210\u8981\u7d20<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-8\">\u6307\u793a\u3067\u76f4\u63a5\u5fdc\u7b54\u3092\u4fc3\u3059\u30d7\u30ed\u30f3\u30d7\u30c8<\/a>      <\/li>      <li>        <a href=\"#i-9\">\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u56de\u7b54\u3092\u5c0e\u304d\u51fa\u3059\u30d7\u30ed\u30f3\u30d7\u30c8<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-10\">\u51fa\u529b\u30a4\u30f3\u30b8\u30b1\u30fc\u30bf\u3067\u56de\u7b54\u5f62\u5f0f\u3092\u6307\u5b9a\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-11\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u4e3b\u8981\u624b\u6cd5<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-12\">Zero-shot Prompting<\/a>      <\/li>      <li>        <a href=\"#i-13\">Few-shot Prompting<\/a>      <\/li>      <li>        <a href=\"#i-14\">Chain-of-Thought Prompting<\/a>      <\/li>      <li>        <a href=\"#i-15\">Role Prompting<\/a>      <\/li>      <li>        <a href=\"#i-16\">ReAct<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-17\">Self-Consistency<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-18\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u30b3\u30c4<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-19\">\u5177\u4f53\u7684\u306a\u6307\u793a\u3092\u4e0e\u3048\u308b<\/a>      <\/li>      <li>        <a href=\"#i-20\">\u5f79\u5272\u3092\u4e0e\u3048\u308b<\/a>      <\/li>      <li>        <a href=\"#i-21\">\u56de\u7b54\u5f62\u5f0f\u3092\u6307\u5b9a\u3059\u308b<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-22\">\u6bb5\u968e\u7684\u306b\u6307\u793a\u3092\u4e0e\u3048\u308b<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-23\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u6d3b\u7528\u4f8b<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-24\">\u55b6\u696d\u8077\uff1a\u30c8\u30fc\u30af\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4f5c\u6210<\/a>      <\/li>      <li>        <a href=\"#i-25\">\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u8077\uff1a\u30ad\u30e3\u30c3\u30c1\u30b3\u30d4\u30fc\u306e\u30a2\u30a4\u30c7\u30a2\u3060\u3057<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-26\">\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u8077\uff1a\u81ea\u52d5\u5fdc\u7b54\u306e\u6539\u5584<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-27\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u6ce8\u610f\u70b9<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-28\">\u5e38\u306b\u6b63\u3057\u3044\u56de\u7b54\u304c\u5f97\u3089\u308c\u308b\u3068\u306f\u9650\u3089\u306a\u3044<\/a>      <\/li>      <li>        <a href=\"#i-29\">\u60c5\u5831\u6f0f\u6d29\u306e\u30ea\u30b9\u30af\u304c\u3042\u308b<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-30\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-31\">\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306e\u9055\u3044<\/a>  <\/li>  <li>    <a href=\"#i-32\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u5b66\u7fd2\u65b9\u6cd5<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-33\">\u66f8\u7c4d\u3084Web\u30b5\u30a4\u30c8\u3067\u5b66\u7fd2\u3059\u308b<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-34\">\u5b9f\u969b\u306bAI\u3092\u64cd\u4f5c\u3057\u3066\u307f\u308b<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-35\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u95a2\u3057\u3066\u3088\u304f\u3042\u308b\u8cea\u554f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-36\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u8cc7\u683c\u3084\u691c\u5b9a\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/a>      <\/li>      <li>        <a href=\"#i-37\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u5c06\u6765\u6027\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-38\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u5fc5\u8981\u3067\u3059\u304b\uff1f<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-39\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u751f\u6210AI\u6d3b\u7528\u306e\u7b2c\u4e00\u6b69<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><h2 class=\"wp-block-heading\" id=\"i-0\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f<\/h2>\n\n\n\n<p><mark>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\u3001\u751f\u6210AI\u306b\u5bfe\u3057\u3066\u9069\u5207\u306a\u6307\u793a\u6587\u3092\u8a2d\u8a08\u30fb\u6700\u9069\u5316\u3057\u3001\u671b\u307e\u3057\u3044\u51fa\u529b\u3092\u5f15\u304d\u51fa\u3059\u305f\u3081\u306e\u6280\u8853<\/mark>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u751f\u6210AI\u306e\u4e2d\u6838\u3092\u62c5\u3046LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306f\u3001\u81a8\u5927\u306a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3057\u3001\u5165\u529b\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u306e\u7d9a\u304d\u3092\u78ba\u7387\u7684\u306b\u4e88\u6e2c\u3059\u308b\u3053\u3068\u3067\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u3053\u306e\u3068\u304d\u3001\u30e2\u30c7\u30eb\u5185\u90e8\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\uff08\u91cd\u307f\uff09\u3092\u5909\u66f4\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5165\u529b\u3059\u308b\u6307\u793a\u6587\u306e\u66f8\u304d\u65b9\u3092\u5de5\u592b\u3059\u308b\u3060\u3051\u3067\u51fa\u529b\u306e\u8cea\u3092\u5927\u304d\u304f\u5909\u3048\u3089\u308c\u308b\u70b9\u304c\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u3001\u300c\u58f2\u4e0a\u3092\u5206\u6790\u3057\u3066\u300d\u3068\u3044\u3046\u66d6\u6627\u306a\u6307\u793a\u3068\u3001\u300c2025\u5e74\u5ea6\u306e\u56db\u534a\u671f\u5225\u58f2\u4e0a\u30c7\u30fc\u30bf\u3092\u524d\u5e74\u6bd4\u3067\u6bd4\u8f03\u3057\u3001\u5897\u6e1b\u306e\u8981\u56e0\u30923\u3064\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3046\u5177\u4f53\u7684\u306a\u6307\u793a\u3067\u306f\u3001\u5f97\u3089\u308c\u308b\u56de\u7b54\u306e\u7cbe\u5ea6\u3084\u5b9f\u7528\u6027\u306b\u5927\u304d\u306a\u5dee\u304c\u751f\u307e\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u81ea\u7136\u8a00\u8a9e\u3067\u5b9f\u8df5\u3067\u304d\u308b\u305f\u3081\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u9650\u3089\u305a\u3042\u3089\u3086\u308b\u30d3\u30b8\u30cd\u30b9\u30d1\u30fc\u30bd\u30f3\u304c\u7fd2\u5f97\u53ef\u80fd\u306a\u30b9\u30ad\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-1\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u4ed5\u7d44\u307f<\/h3>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u304c\u6a5f\u80fd\u3059\u308b\u4ed5\u7d44\u307f\u306f\u3001<mark>LLM\u306e\u5165\u529b\u3068\u51fa\u529b\u306e\u95a2\u4fc2<\/mark>\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u660e\u78ba\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>LLM\u306f\u3001\u5165\u529b\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u300c\u30c8\u30fc\u30af\u30f3\u300d\u3068\u547c\u3070\u308c\u308b\u6700\u5c0f\u5358\u4f4d\u306b\u5206\u5272\u3057\u3001\u5b66\u7fd2\u6e08\u307f\u306e\u81a8\u5927\u306a\u30d1\u30bf\u30fc\u30f3\u3092\u3082\u3068\u306b\u6b21\u306b\u7d9a\u304f\u30c8\u30fc\u30af\u30f3\u3092\u4e00\u3064\u305a\u3064\u4e88\u6e2c\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u3053\u306e\u4e88\u6e2c\u30d7\u30ed\u30bb\u30b9\u306b\u304a\u3044\u3066\u3001\u5165\u529b\u30c6\u30ad\u30b9\u30c8\u306e\u5185\u5bb9\u3084\u69cb\u9020\u304c\u30e2\u30c7\u30eb\u306e\u6ce8\u610f\u6a5f\u69cb\uff08Attention\uff09\u306b\u76f4\u63a5\u5f71\u97ff\u3092\u4e0e\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001\u6307\u793a\u6587\u306b\u542b\u307e\u308c\u308b\u30ad\u30fc\u30ef\u30fc\u30c9\u3084\u6587\u8108\u60c5\u5831\u304c\u3001\u30e2\u30c7\u30eb\u304c\u53c2\u7167\u3059\u3079\u304d\u77e5\u8b58\u9818\u57df\u3092\u7d5e\u308a\u8fbc\u3080\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002\u300c\u8981\u7d04\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308c\u3070\u8981\u7d04\u306b\u9069\u3057\u305f\u51fa\u529b\u30d1\u30bf\u30fc\u30f3\u304c\u6d3b\u6027\u5316\u3057\u3001\u300c\u7b87\u6761\u66f8\u304d\u30675\u3064\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308c\u3070\u30ea\u30b9\u30c8\u5f62\u5f0f\u306e\u51fa\u529b\u30d1\u30bf\u30fc\u30f3\u304c\u512a\u5148\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3064\u307e\u308a\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u5185\u5bb9\u305d\u306e\u3082\u306e\u3092\u5909\u3048\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30e2\u30c7\u30eb\u304c\u6301\u3064\u77e5\u8b58\u306e\u3069\u306e\u90e8\u5206\u3092\u3069\u306e\u3088\u3046\u306b\u5f15\u304d\u51fa\u3059\u304b\u3092\u5236\u5fa1\u3059\u308b\u6280\u8853\u3067\u3059\u3002<\/p>\n\n\n\n<p>LLM\u306e\u4ed5\u7d44\u307f\u3084\u69cb\u9020\u306b\u3064\u3044\u3066\u3055\u3089\u306b\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u3001\u300c<a href=\"https:\/\/japan-ai.geniee.co.jp\/media\/basic\/5111\/\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u3068\u306f\uff1f\u751f\u6210AI\u3084ChatGPT\u3068\u306e\u9055\u3044\u3001\u4ed5\u7d44\u307f\u30fb\u6d3b\u7528\u4f8b\u307e\u3067<\/a>\u300d\u306e\u8a18\u4e8b\u3082\u3042\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-2\">\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306f<\/h2>\n\n\n\n<p><mark>\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306f\u3001\u751f\u6210AI\u306b\u5bfe\u3057\u3066\u300c\u4f55\u3092\u3057\u3066\u307b\u3057\u3044\u304b\u300d\u3092\u4f1d\u3048\u308b\u305f\u3081\u306e\u5165\u529b\u6587<\/mark>\u3067\u3059\u3002\u65e5\u5e38\u4f1a\u8a71\u3067\u306e\u8cea\u554f\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u9055\u3044\u306f\u3001\u76ee\u7684\u306e\u660e\u78ba\u3055\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u3001\u53cb\u4eba\u306b\u300c\u6700\u8fd1\u3069\u3046\uff1f\u300d\u3068\u5c0b\u306d\u308b\u306e\u306f\u81ea\u7531\u306a\u4f1a\u8a71\u3067\u3059\u304c\u3001\u751f\u6210AI\u306b\u540c\u3058\u8cea\u554f\u3092\u3057\u3066\u3082\u6709\u7528\u306a\u56de\u7b54\u306f\u5f97\u3089\u308c\u307e\u305b\u3093\u3002\u751f\u6210AI\u306f\u4eba\u9593\u306e\u3088\u3046\u306b\u884c\u9593\u3092\u8aad\u3093\u3060\u308a\u3001\u8a71\u3057\u624b\u306e\u610f\u56f3\u3092\u63a8\u6e2c\u3057\u305f\u308a\u3059\u308b\u80fd\u529b\u304c\u9650\u5b9a\u7684\u3067\u3042\u308b\u305f\u3081\u3001\u300c\u4f55\u306b\u3064\u3044\u3066\u300d\u300c\u3069\u306e\u3088\u3046\u306a\u5f62\u5f0f\u3067\u300d\u300c\u3069\u306e\u7a0b\u5ea6\u306e\u8a73\u3057\u3055\u3067\u300d\u56de\u7b54\u3057\u3066\u307b\u3057\u3044\u304b\u3092\u660e\u793a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4f8b\u3068\u3057\u3066\u3001\u300c\u65e5\u672c\u306e\u5c11\u5b50\u5316\u5bfe\u7b56\u306b\u3064\u3044\u3066\u3001\u653f\u5e9c\u306e\u4e3b\u8981\u65bd\u7b56\u30923\u3064\u6319\u3052\u3001\u305d\u308c\u305e\u308c\u306e\u52b9\u679c\u3068\u8ab2\u984c\u3092200\u5b57\u4ee5\u5185\u3067\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u306e\u3088\u3046\u306b\u3001\u30c6\u30fc\u30de\u30fb\u5f62\u5f0f\u30fb\u5206\u91cf\u3092\u6307\u5b9a\u3059\u308b\u3068\u3001\u751f\u6210AI\u306f\u7684\u78ba\u306a\u56de\u7b54\u3092\u8fd4\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8cea\u304c\u51fa\u529b\u306e\u8cea\u3092\u5de6\u53f3\u3059\u308b\u304b\u3089\u3053\u305d\u3001\u305d\u306e\u8a2d\u8a08\u6280\u8853\u3067\u3042\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u304c\u91cd\u8981\u8996\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\t\t<div class=\"c_linkto_long\">\n\t\t\t<a class=\"c_linkto longc_linkto\" href=\"https:\/\/japan-ai.co.jp\/media\/5256\/\">\n\t\t\t<span class=\"longc_img\"><img loading=\"lazy\" decoding=\"async\" width=\"520\" height=\"290\" src=\"https:\/\/japan-ai.co.jp\/media\/wp-content\/uploads\/2026\/03\/a5256-0.png\" class=\"attachment-thumb-520 size-thumb-520 wp-post-image\" alt=\"\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306f\uff1f\"><\/span>\n\t\t\t<div class=\"longc_content c_linkto_text\">\n\t\t\t\t<time class=\"updated sng-link-time dfont\" itemprop=\"dateModified\" datetime=\"2026-05-30\">2026\u5e745\u670830\u65e5<\/time>\t\t\t\t<span class=\"longc_title\">\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306f\uff1f\u610f\u5473\u30fb\u4f5c\u6210\u65b9\u6cd5\u30fb\u66f8\u304d\u65b9\u306e\u30b3\u30c4\u3068\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\n\n<h2 class=\"wp-block-heading\" 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id=\"i-8\">\u6307\u793a\u3067\u76f4\u63a5\u5fdc\u7b54\u3092\u4fc3\u3059\u30d7\u30ed\u30f3\u30d7\u30c8<\/h3>\n\n\n\n<p><mark>\u6307\u793a\u3068\u306f\u3001\u751f\u6210AI\u306b\u300c\u4f55\u3092\u3057\u3066\u307b\u3057\u3044\u304b\u300d\u3092\u76f4\u63a5\u4f1d\u3048\u308b\u8981\u7d20<\/mark>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4e2d\u6838\u3092\u6210\u3059\u306e\u304c\u6307\u793a\u90e8\u5206\u3067\u3042\u308a\u3001\u300c\u8981\u7d04\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u300c\u7ffb\u8a33\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u300c\u6bd4\u8f03\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u306e\u3088\u3046\u306b\u3001AI\u306b\u5b9f\u884c\u3055\u305b\u305f\u3044\u30bf\u30b9\u30af\u3092\u660e\u78ba\u306b\u8a18\u8ff0\u3057\u307e\u3059\u3002\u6307\u793a\u304c\u66d6\u6627\u306a\u5834\u5408\u3001AI\u306f\u8907\u6570\u306e\u89e3\u91c8\u306e\u4e2d\u304b\u3089\u78ba\u7387\u7684\u306b\u6700\u3082\u4e00\u822c\u7684\u306a\u56de\u7b54\u3092\u9078\u629e\u3059\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u3068\u305a\u308c\u305f\u51fa\u529b\u306b\u306a\u308a\u304c\u3061\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3088\u308a\u3082\u300c\u521d\u5fc3\u8005\u5411\u3051\u306b200\u5b57\u4ee5\u5185\u3067\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u306e\u3088\u3046\u306b\u3001\u5bfe\u8c61\u8aad\u8005\u3084\u5206\u91cf\u307e\u3067\u542b\u3081\u3066\u6307\u793a\u3059\u308b\u3053\u3068\u3067\u3001AI\u306e\u51fa\u529b\u7cbe\u5ea6\u306f\u683c\u6bb5\u306b\u9ad8\u307e\u308a\u307e\u3059\u3002\u660e\u78ba\u306a\u6307\u793a\u3092\u66f8\u304f\u7fd2\u6163\u3092\u8eab\u306b\u3064\u3051\u308b\u3053\u3068\u304c\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u7b2c\u4e00\u6b69\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-9\">\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u56de\u7b54\u3092\u5c0e\u304d\u51fa\u3059\u30d7\u30ed\u30f3\u30d7\u30c8<\/h3>\n\n\n\n<p><mark>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3068\u306f\u3001AI\u304c\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u969b\u306b\u53c2\u7167\u3059\u3079\u304d\u80cc\u666f\u60c5\u5831\u3084\u524d\u63d0\u6761\u4ef6<\/mark>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u751f\u6210AI\u306f\u4e0e\u3048\u3089\u308c\u305f\u60c5\u5831\u306e\u7bc4\u56f2\u5185\u3067\u56de\u7b54\u3092\u7d44\u307f\u7acb\u3066\u308b\u305f\u3081\u3001\u9069\u5207\u306a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u56de\u7b54\u306e\u65b9\u5411\u6027\u3092\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u58f2\u4e0a\u6539\u5584\u7b56\u3092\u63d0\u6848\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3060\u3051\u3067\u306f\u6c4e\u7528\u7684\u306a\u56de\u7b54\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u300c\u5f53\u793e\u306f\u5f93\u696d\u54e150\u540d\u306eBtoB\u88fd\u9020\u696d\u3067\u3001\u4e3b\u8981\u9867\u5ba2\u306f\u81ea\u52d5\u8eca\u90e8\u54c1\u30e1\u30fc\u30ab\u30fc\u3067\u3059\u3002\u76f4\u8fd13\u304b\u6708\u306e\u58f2\u4e0a\u304c\u524d\u5e74\u6bd415%\u6e1b\u5c11\u3057\u3066\u3044\u307e\u3059\u300d\u3068\u3044\u3046\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u6dfb\u3048\u308c\u3070\u3001\u696d\u754c\u7279\u6027\u3084\u4f01\u696d\u898f\u6a21\u3092\u8e0f\u307e\u3048\u305f\u5177\u4f53\u7684\u306a\u63d0\u6848\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u5145\u5b9f\u5ea6\u304c\u3001AI\u306e\u56de\u7b54\u306e\u5b9f\u7528\u6027\u3092\u5927\u304d\u304f\u5de6\u53f3\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u6d3b\u7528\u3057\u305f\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u8a2d\u8a08\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u300c<a href=\"https:\/\/japan-ai.geniee.co.jp\/media\/basic\/5467\/\">\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306f\uff1f\u5f79\u5272\u30fb\u66f8\u304d\u65b9\u30fb\u5177\u4f53\u4f8b\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac<\/a>\u300d\u306e\u8a18\u4e8b\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-10\">\u51fa\u529b\u30a4\u30f3\u30b8\u30b1\u30fc\u30bf\u3067\u56de\u7b54\u5f62\u5f0f\u3092\u6307\u5b9a\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8<\/h3>\n\n\n\n<p><mark>\u51fa\u529b\u30a4\u30f3\u30b8\u30b1\u30fc\u30bf\u3068\u306f\u3001AI\u306e\u56de\u7b54\u5f62\u5f0f\u3084\u69cb\u9020\u3092\u6307\u5b9a\u3059\u308b\u8981\u7d20<\/mark>\u3067\u3059\u3002\u751f\u6210AI\u306f\u6307\u5b9a\u304c\u306a\u3051\u308c\u3070\u81ea\u7531\u306a\u5f62\u5f0f\u3067\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u304c\u3001\u300c\u8868\u5f62\u5f0f\u3067\u51fa\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u300cJSON\u5f62\u5f0f\u3067\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u300c\u7b87\u6761\u66f8\u304d\u30675\u9805\u76ee\u306b\u307e\u3068\u3081\u3066\u304f\u3060\u3055\u3044\u300d\u306e\u3088\u3046\u306b\u51fa\u529b\u5f62\u5f0f\u3092\u660e\u793a\u3059\u308b\u3068\u3001\u305d\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306b\u6cbf\u3063\u305f\u56de\u7b54\u3092\u8fd4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u696d\u52d9\u3067\u6d3b\u7528\u3059\u308b\u5834\u5408\u3001Excel\u306b\u8cbc\u308a\u4ed8\u3051\u3084\u3059\u3044\u8868\u5f62\u5f0f\u3084\u30b7\u30b9\u30c6\u30e0\u9023\u643a\u306b\u9069\u3057\u305fJSON\u5f62\u5f0f\u306a\u3069\u3001\u5f8c\u5de5\u7a0b\u3092\u898b\u636e\u3048\u305f\u51fa\u529b\u6307\u5b9a\u304c\u4f5c\u696d\u52b9\u7387\u3092\u5927\u5e45\u306b\u6539\u5584\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u529b\u5f62\u5f0f\u306e\u6307\u5b9a\u306f\u3001AI\u306e\u56de\u7b54\u3092\u300c\u305d\u306e\u307e\u307e\u4f7f\u3048\u308b\u6210\u679c\u7269\u300d\u306b\u5909\u3048\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u30c6\u30af\u30cb\u30c3\u30af\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-11\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u4e3b\u8981\u624b\u6cd5<\/h2>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u306f\u3001<mark>\u30bf\u30b9\u30af\u306e\u6027\u8cea\u3084\u6c42\u3081\u308b\u7cbe\u5ea6\u306b\u5fdc\u3058\u3066\u4f7f\u3044\u5206\u3051\u308b\u8907\u6570\u306e\u624b\u6cd5<\/mark>\u304c\u4f53\u7cfb\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u57fa\u672c\u7684\u306a\u624b\u6cd5\u304b\u3089\u5fdc\u7528\u7684\u306a\u624b\u6cd5\u307e\u3067\u3001\u4ee3\u8868\u7684\u306a\u3082\u306e\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Zero-shot Prompting\uff1a\u4f8b\u3092\u793a\u3055\u305a\u306b\u76f4\u63a5\u30bf\u30b9\u30af\u3092\u6307\u793a\u3059\u308b\u624b\u6cd5<\/li>\n\n\n\n<li>Few-shot Prompting\uff1a\u5c11\u6570\u306e\u4f8b\u3092\u63d0\u793a\u3057\u3066\u30bf\u30b9\u30af\u306e\u5f62\u5f0f\u3092\u5b66\u7fd2\u3055\u305b\u308b\u624b\u6cd5<\/li>\n\n\n\n<li>Chain-of-Thought Prompting\uff1a\u6bb5\u968e\u7684\u306a\u63a8\u8ad6\u3092\u4fc3\u3059\u624b\u6cd5<\/li>\n\n\n\n<li>Role Prompting\uff1aAI\u306b\u7279\u5b9a\u306e\u5f79\u5272\u3092\u4e0e\u3048\u308b\u624b\u6cd5<\/li>\n\n\n\n<li>ReAct\uff1a\u63a8\u8ad6\u3068\u884c\u52d5\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u624b\u6cd5<\/li>\n\n\n\n<li>Self-Consistency\uff1a\u8907\u6570\u306e\u63a8\u8ad6\u7d50\u679c\u304b\u3089\u6700\u9069\u89e3\u3092\u9078\u3076\u624b\u6cd5<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-12\">Zero-shot Prompting<\/h3>\n\n\n\n<p><mark>Zero-shot Prompting\u306f\u3001\u4e8b\u524d\u306e\u4f8b\u3092\u4e00\u5207\u793a\u3055\u305a\u306b\u30bf\u30b9\u30af\u3092\u76f4\u63a5\u6307\u793a\u3059\u308b\u624b\u6cd5<\/mark>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u624b\u6cd5\u3067\u306f\u3001AI\u304c\u4e8b\u524d\u5b66\u7fd2\u3067\u7372\u5f97\u3057\u305f\u77e5\u8b58\u306e\u307f\u3092\u983c\u308a\u306b\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u300c\u4ee5\u4e0b\u306e\u6587\u7ae0\u3092\u82f1\u8a9e\u306b\u7ffb\u8a33\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u300c\u3053\u306e\u6587\u7ae0\u306e\u611f\u60c5\u3092\u30dd\u30b8\u30c6\u30a3\u30d6\u30fb\u30cd\u30ac\u30c6\u30a3\u30d6\u30fb\u30cb\u30e5\u30fc\u30c8\u30e9\u30eb\u306e\u3044\u305a\u308c\u304b\u306b\u5206\u985e\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u306e\u3088\u3046\u306b\u3001\u30bf\u30b9\u30af\u306e\u5b9a\u7fa9\u304c\u660e\u78ba\u3067\u3001AI\u306e\u4e00\u822c\u77e5\u8b58\u3067\u5bfe\u5fdc\u53ef\u80fd\u306a\u5834\u5408\u306b\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u69cb\u6210\u304c\u30b7\u30f3\u30d7\u30eb\u306a\u305f\u3081\u3001\u65e5\u5e38\u7684\u306a\u8cea\u554f\u5fdc\u7b54\u3084\u5b9a\u578b\u7684\u306a\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u51fa\u529b\u5f62\u5f0f\u3084\u30c8\u30fc\u30f3\u306e\u7d30\u304b\u306a\u5236\u5fa1\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001\u6b21\u306b\u7d39\u4ecb\u3059\u308bFew-shot Prompting\u306e\u307b\u3046\u304c\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-13\">Few-shot Prompting<\/h3>\n\n\n\n<p><mark>Few-shot Prompting\u306f\u30012\u301c3\u500b\u306e\u5165\u51fa\u529b\u4f8b\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u5185\u306b\u542b\u3081\u308b\u3053\u3068\u3067\u3001AI\u306b\u30bf\u30b9\u30af\u306e\u5f62\u5f0f\u3084\u30c8\u30fc\u30f3\u3092\u5b66\u7fd2\u3055\u305b\u308b\u624b\u6cd5<\/mark>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u3001\u5546\u54c1\u30ec\u30d3\u30e5\u30fc\u306e\u611f\u60c5\u5206\u6790\u3092\u884c\u3046\u5834\u5408\u3001\u300c\u30ec\u30d3\u30e5\u30fc\uff1a\u300e\u914d\u9001\u304c\u65e9\u304f\u3066\u52a9\u304b\u308a\u307e\u3057\u305f\u300f\u2192 \u30dd\u30b8\u30c6\u30a3\u30d6\u300d\u300c\u30ec\u30d3\u30e5\u30fc\uff1a\u300e\u30b5\u30a4\u30ba\u304c\u5408\u308f\u306a\u304b\u3063\u305f\u300f\u2192 \u30cd\u30ac\u30c6\u30a3\u30d6\u300d\u306e\u3088\u3046\u306b\u5177\u4f53\u4f8b\u30922\u301c3\u500b\u793a\u3057\u305f\u3046\u3048\u3067\u3001\u65b0\u3057\u3044\u30ec\u30d3\u30e5\u30fc\u306e\u5206\u6790\u3092\u4f9d\u983c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u306f\u63d0\u793a\u3055\u308c\u305f\u4f8b\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u53c2\u7167\u3057\u3001\u540c\u3058\u5f62\u5f0f\u30fb\u57fa\u6e96\u3067\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002Zero-shot\u3067\u306f\u51fa\u529b\u304c\u5b89\u5b9a\u3057\u306a\u3044\u30bf\u30b9\u30af\u3084\u3001\u7279\u5b9a\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306b\u63c3\u3048\u305f\u3044\u5834\u5408\u306b\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u306e\u9078\u3073\u65b9\u304c\u51fa\u529b\u54c1\u8cea\u3092\u5de6\u53f3\u3059\u308b\u305f\u3081\u3001\u30bf\u30b9\u30af\u306e\u4ee3\u8868\u7684\u306a\u30d1\u30bf\u30fc\u30f3\u3092\u7db2\u7f85\u3057\u305f\u4f8b\u3092\u9078\u3076\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-14\">Chain-of-Thought Prompting<\/h3>\n\n\n\n<p><mark>Chain-of-Thought\uff08CoT\uff09Prompting\u306f\u3001AI\u306b\u6bb5\u968e\u7684\u306a\u63a8\u8ad6\u30d7\u30ed\u30bb\u30b9\u3092\u8e0f\u307e\u305b\u308b\u3053\u3068\u3067\u3001\u8907\u96d1\u306a\u554f\u984c\u306e\u56de\u7b54\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u624b\u6cd5<\/mark>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u901a\u5e38\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u306f\u3001AI\u306f\u5165\u529b\u304b\u3089\u76f4\u63a5\u56de\u7b54\u3092\u751f\u6210\u3057\u3088\u3046\u3068\u3059\u308b\u305f\u3081\u3001\u8ad6\u7406\u7684\u306a\u63a8\u8ad6\u304c\u5fc5\u8981\u306a\u554f\u984c\u3067\u8aa4\u7b54\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002CoT\u3067\u306f\u300c\u307e\u305a\u554f\u984c\u306e\u524d\u63d0\u6761\u4ef6\u3092\u6574\u7406\u3057\u3001\u6b21\u306b\u5404\u6761\u4ef6\u306e\u95a2\u4fc2\u6027\u3092\u5206\u6790\u3057\u3001\u6700\u5f8c\u306b\u7d50\u8ad6\u3092\u5c0e\u3044\u3066\u304f\u3060\u3055\u3044\u300d\u306e\u3088\u3046\u306b\u3001\u601d\u8003\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u660e\u793a\u7684\u306b\u6307\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001AI\u306f\u4e2d\u9593\u7684\u306a\u63a8\u8ad6\u904e\u7a0b\u3092\u7d4c\u3066\u304b\u3089\u6700\u7d42\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u3001\u6570\u5b66\u7684\u306a\u8a08\u7b97\u3084\u56e0\u679c\u95a2\u4fc2\u306e\u5206\u6790\u3001\u591a\u6bb5\u968e\u306e\u610f\u601d\u6c7a\u5b9a\u3068\u3044\u3063\u305f\u30bf\u30b9\u30af\u3067\u7cbe\u5ea6\u304c\u5927\u5e45\u306b\u6539\u5584\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8907\u96d1\u306a\u696d\u52d9\u8ab2\u984c\u3092AI\u306b\u76f8\u8ac7\u3059\u308b\u969b\u306b\u306f\u3001CoT\u3092\u6d3b\u7528\u3057\u3066\u6bb5\u968e\u7684\u306b\u8003\u3048\u3055\u305b\u308b\u3053\u3068\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-15\">Role Prompting<\/h3>\n\n\n\n<p><mark>Role Prompting\u306f\u3001AI\u306b\u7279\u5b9a\u306e\u5f79\u5272\u3084\u7acb\u5834\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u56de\u7b54\u306e\u30c8\u30fc\u30f3\u3084\u8996\u70b9\u3092\u8abf\u6574\u3059\u308b\u624b\u6cd5<\/mark>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u3042\u306a\u305f\u306f\u7d4c\u9a13\u8c4a\u5bcc\u306a\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u3067\u3059\u300d\u300c\u3042\u306a\u305f\u306f\u5c0f\u5b66\u6821\u306e\u5148\u751f\u3067\u3059\u300d\u306e\u3088\u3046\u306b\u5f79\u5272\u3092\u6307\u5b9a\u3059\u308b\u3068\u3001AI\u306f\u305d\u306e\u5f79\u5272\u306b\u9069\u3057\u305f\u8a9e\u5f59\u3084\u8aac\u660e\u306e\u6df1\u3055\u3067\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u30012026\u5e74\u306e\u5357\u30ab\u30ea\u30d5\u30a9\u30eb\u30cb\u30a2\u5927\u5b66\u306e\u7814\u7a76\u3067\u306f\u3001\u5f79\u5272\u3092\u4ed8\u4e0e\u3057\u3066\u3082\u56de\u7b54\u306e\u6b63\u78ba\u6027\u305d\u306e\u3082\u306e\u304c\u5411\u4e0a\u3059\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u3053\u3068\u304c\u660e\u3089\u304b\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>Role Prompting\u306e\u52b9\u679c\u306f\u3001\u3042\u304f\u307e\u3067\u6587\u4f53\u3084\u30c8\u30fc\u30f3\u306e\u8abf\u6574\u3001\u8aac\u660e\u30ec\u30d9\u30eb\u306e\u5236\u5fa1\u306b\u3042\u308a\u3001\u7cbe\u5ea6\u5411\u4e0a\u3092\u76ee\u7684\u3068\u3059\u308b\u5834\u5408\u306fCoT\u3084Few-shot\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u76ee\u7684\u306b\u5fdc\u3058\u3066\u624b\u6cd5\u3092\u4f7f\u3044\u5206\u3051\u308b\u3053\u3068\u304c\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u5b9f\u8df5\u529b\u3092\u9ad8\u3081\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-16\">ReAct<\/h3>\n\n\n\n<p><mark>ReAct\u306f\u3001Reasoning\uff08\u63a8\u8ad6\uff09\u3068Acting\uff08\u884c\u52d5\uff09\u3092\u4ea4\u4e92\u306b\u7e70\u308a\u8fd4\u3059\u3053\u3068\u3067\u3001\u5916\u90e8\u60c5\u5831\u306e\u53d6\u5f97\u3068\u8ad6\u7406\u7684\u306a\u5224\u65ad\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u624b\u6cd5<\/mark>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5f93\u6765\u63a8\u8ad6\u3060\u3051\u3067\u306f\u9650\u754c\u304c\u3042\u308a\u307e\u3057\u305f\u304c\u3001ReAct\u3067\u306fAI\u304c\u300c\u307e\u305a\u4f55\u3092\u8abf\u3079\u308b\u3079\u304d\u304b\u3092\u63a8\u8ad6\u3057\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3092\u5916\u90e8\u30c4\u30fc\u30eb\u304b\u3089\u53d6\u5f97\u3057\u3001\u305d\u306e\u7d50\u679c\u3092\u3082\u3068\u306b\u6b21\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u6c7a\u5b9a\u3059\u308b\u300d\u3068\u3044\u3046\u30b5\u30a4\u30af\u30eb\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u3001\u300c\u6700\u65b0\u306e\u70ba\u66ff\u30ec\u30fc\u30c8\u3092\u78ba\u8a8d\u3057\u3001\u305d\u306e\u60c5\u5831\u3092\u3082\u3068\u306b\u6d77\u5916\u51fa\u5f35\u306e\u4e88\u7b97\u3092\u8a08\u7b97\u3059\u308b\u300d\u3068\u3044\u3063\u305f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u60c5\u5831\u3068\u8a08\u7b97\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>ReAct\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578bAI\u306e\u57fa\u76e4\u6280\u8853\u3068\u3057\u3066\u3082\u6ce8\u76ee\u3055\u308c\u3066\u304a\u308a\u3001AI\u304c\u81ea\u5f8b\u7684\u306b\u30bf\u30b9\u30af\u3092\u9042\u884c\u3059\u308b\u4ed5\u7d44\u307f\u306e\u4e2d\u6838\u3092\u62c5\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-17\">Self-Consistency<\/h3>\n\n\n\n<p><mark>Self-Consistency\u306f\u3001\u540c\u3058\u554f\u984c\u306b\u5bfe\u3057\u3066\u8907\u6570\u306e\u63a8\u8ad6\u30d1\u30b9\u3092\u751f\u6210\u3057\u3001\u6700\u3082\u4e00\u8cab\u6027\u306e\u3042\u308b\u56de\u7b54\u3092\u9078\u629e\u3059\u308b\u624b\u6cd5<\/mark>\u3067\u3059\u3002<\/p>\n\n\n\n<p>CoT\u30671\u56de\u3060\u3051\u63a8\u8ad6\u3055\u305b\u308b\u3068\u3001\u5076\u7136\u306e\u8aa4\u308a\u3084\u504f\u3063\u305f\u63a8\u8ad6\u7d4c\u8def\u306b\u5f15\u304d\u305a\u3089\u308c\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002Self-Consistency\u3067\u306f\u3001\u540c\u3058\u554f\u984c\u306b\u5bfe\u3057\u3066\u7570\u306a\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u8907\u6570\u56de\u63a8\u8ad6\u3055\u305b\u3001\u6700\u3082\u591a\u304f\u306e\u63a8\u8ad6\u30d1\u30b9\u304c\u5230\u9054\u3057\u305f\u7d50\u8ad6\u3092\u6700\u7d42\u56de\u7b54\u3068\u3057\u3066\u63a1\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3044\u308f\u3070\u300c\u591a\u6570\u6c7a\u300d\u306e\u539f\u7406\u3092AI\u306e\u63a8\u8ad6\u306b\u9069\u7528\u3059\u308b\u624b\u6cd5\u3067\u3042\u308a\u3001\u6570\u5b66\u7684\u306a\u554f\u984c\u3084\u8ad6\u7406\u30d1\u30ba\u30eb\u306a\u3069\u3001\u6b63\u89e3\u304c\u4e00\u610f\u306b\u5b9a\u307e\u308b\u30bf\u30b9\u30af\u3067\u7279\u306b\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7cbe\u5ea6\u304c\u6c42\u3081\u3089\u308c\u308b\u91cd\u8981\u306a\u5224\u65ad\u3092AI\u306b\u59d4\u306d\u308b\u5834\u5408\u3001Self-Consistency\u306b\u3088\u308b\u691c\u8a3c\u306f\u6709\u52b9\u306a\u9078\u629e\u80a2\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-18\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u30b3\u30c4<\/h2>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u624b\u6cd5\u3092\u7406\u89e3\u3057\u305f\u3046\u3048\u3067\u3001<mark>\u65e5\u5e38\u696d\u52d9\u3067\u3059\u3050\u306b\u5b9f\u8df5\u3067\u304d\u308b4\u3064\u306e\u30b3\u30c4<\/mark>\u3092\u62bc\u3055\u3048\u3066\u304a\u304f\u3068\u3001AI\u304b\u3089\u306e\u56de\u7b54\u54c1\u8cea\u304c\u5b89\u5b9a\u3057\u3066\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5177\u4f53\u7684\u306a\u6307\u793a\u3092\u4e0e\u3048\u308b<\/li>\n\n\n\n<li>\u5f79\u5272\u3092\u4e0e\u3048\u308b<\/li>\n\n\n\n<li>\u56de\u7b54\u5f62\u5f0f\u3092\u6307\u5b9a\u3059\u308b<\/li>\n\n\n\n<li>\u6bb5\u968e\u7684\u306b\u6307\u793a\u3092\u4e0e\u3048\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-19\">\u5177\u4f53\u7684\u306a\u6307\u793a\u3092\u4e0e\u3048\u308b<\/h3>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3067\u6700\u3082\u57fa\u672c\u7684\u304b\u3064\u52b9\u679c\u306e\u9ad8\u3044\u30b3\u30c4\u306f\u3001<mark>\u66d6\u6627\u3055\u3092\u6392\u9664\u3057\u3001\u5177\u4f53\u7684\u3067\u660e\u78ba\u306a\u6307\u793a\u3092\u66f8\u304f<\/mark>\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p>AI\u306f\u4eba\u9593\u306e\u3088\u3046\u306b\u6587\u8108\u304b\u3089\u610f\u56f3\u3092\u63a8\u6e2c\u3059\u308b\u80fd\u529b\u304c\u9650\u5b9a\u7684\u3067\u3042\u308b\u305f\u3081\u3001\u300c\u3044\u3044\u611f\u3058\u306b\u307e\u3068\u3081\u3066\u300d\u306e\u3088\u3046\u306a\u66d6\u6627\u306a\u6307\u793a\u3067\u306f\u671f\u5f85\u3069\u304a\u308a\u306e\u51fa\u529b\u304c\u5f97\u3089\u308c\u307e\u305b\u3093\u3002\u300c\u8ab0\u306b\u5411\u3051\u3066\u300d\u300c\u4f55\u306b\u3064\u3044\u3066\u300d\u300c\u3069\u306e\u7a0b\u5ea6\u306e\u8a73\u3057\u3055\u3067\u300d\u300c\u4f55\u6587\u5b57\u7a0b\u5ea6\u3067\u300d\u3068\u3044\u3063\u305f\u6761\u4ef6\u3092\u660e\u793a\u3059\u308b\u3053\u3068\u3067\u3001AI\u306e\u51fa\u529b\u7cbe\u5ea6\u306f\u683c\u6bb5\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u65b0\u5165\u793e\u54e1\u5411\u3051\u306b\u3001\u5f53\u793e\u306e\u798f\u5229\u539a\u751f\u5236\u5ea6\u3092300\u5b57\u4ee5\u5185\u3067\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u306e\u3088\u3046\u306b\u3001\u5bfe\u8c61\u8aad\u8005\u30fb\u30c6\u30fc\u30de\u30fb\u5206\u91cf\u3092\u5177\u4f53\u7684\u306b\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u6027\u3092\u610f\u8b58\u3059\u308b\u3060\u3051\u3067\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u52b9\u679c\u306f\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-20\">\u5f79\u5272\u3092\u4e0e\u3048\u308b<\/h3>\n\n\n\n<p>AI\u306b\u7279\u5b9a\u306e\u7acb\u5834\u3084\u5c02\u9580\u6027\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001<mark>\u56de\u7b54\u306e\u30c8\u30fc\u30f3\u3084\u8aac\u660e\u30ec\u30d9\u30eb\u3092\u76ee\u7684\u306b\u5408\u308f\u305b\u3066\u8abf\u6574<\/mark>\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u3042\u306a\u305f\u306f10\u5e74\u4ee5\u4e0a\u306e\u7d4c\u9a13\u3092\u6301\u3064\u4eba\u4e8b\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u3067\u3059\u300d\u3068\u8a2d\u5b9a\u3059\u308c\u3070\u3001\u4eba\u4e8b\u9818\u57df\u306e\u5c02\u9580\u7528\u8a9e\u3092\u9069\u5207\u306b\u4f7f\u3044\u306a\u304c\u3089\u5b9f\u52d9\u7684\u306a\u8996\u70b9\u3067\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u300c\u3042\u306a\u305f\u306f\u4e2d\u5b66\u751f\u3067\u3059\u300d\u3068\u8a2d\u5b9a\u3059\u308c\u3070\u3001\u5e73\u6613\u306a\u8a00\u8449\u3067\u565b\u307f\u7815\u3044\u305f\u8aac\u660e\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u524d\u8ff0\u306e\u3068\u304a\u308a\u3001\u5f79\u5272\u8a2d\u5b9a\u306f\u56de\u7b54\u306e\u6b63\u78ba\u6027\u3092\u76f4\u63a5\u5411\u4e0a\u3055\u305b\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u8aad\u8005\u5c64\u306b\u5408\u308f\u305b\u305f\u6587\u4f53\u306e\u8abf\u6574\u3084\u3001\u7279\u5b9a\u306e\u8996\u70b9\u304b\u3089\u306e\u5206\u6790\u3092\u6c42\u3081\u308b\u5834\u5408\u306b\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5f79\u5272\u8a2d\u5b9a\u306f\u3001AI\u306e\u56de\u7b54\u3092\u300c\u8ab0\u306b\u5c4a\u3051\u308b\u304b\u300d\u3092\u610f\u8b58\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u306e\u57fa\u672c\u30c6\u30af\u30cb\u30c3\u30af\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-21\">\u56de\u7b54\u5f62\u5f0f\u3092\u6307\u5b9a\u3059\u308b<\/h3>\n\n\n\n<p><mark>\u51fa\u529b\u5f62\u5f0f\u3092\u660e\u793a\u7684\u306b\u6307\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001AI\u306e\u56de\u7b54\u3092\u305d\u306e\u307e\u307e\u696d\u52d9\u306b\u6d3b\u7528\u3067\u304d\u308b\u6210\u679c\u7269\u306b\u5909\u63db<\/mark>\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u8868\u5f62\u5f0f\u3067\u51fa\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u300c\u7b87\u6761\u66f8\u304d\u30675\u9805\u76ee\u306b\u307e\u3068\u3081\u3066\u304f\u3060\u3055\u3044\u300d\u300c\u30e1\u30ea\u30c3\u30c8\u3068\u30c7\u30e1\u30ea\u30c3\u30c8\u3092\u5bfe\u6bd4\u3059\u308b\u5f62\u3067\u8a18\u8ff0\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u306e\u3088\u3046\u306b\u3001\u5177\u4f53\u7684\u306a\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u7279\u306b\u30d3\u30b8\u30cd\u30b9\u30b7\u30fc\u30f3\u3067\u306f\u3001\u5831\u544a\u66f8\u306b\u8cbc\u308a\u4ed8\u3051\u3089\u308c\u308b\u8868\u5f62\u5f0f\u3084\u3001\u30d7\u30ec\u30bc\u30f3\u8cc7\u6599\u306b\u8ee2\u7528\u3067\u304d\u308b\u7b87\u6761\u66f8\u304d\u5f62\u5f0f\u304c\u91cd\u5b9d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5f62\u5f0f\u3092\u6307\u5b9a\u3057\u306a\u3044\u3068\u3001AI\u306f\u9577\u6587\u306e\u6bb5\u843d\u5f62\u5f0f\u3067\u56de\u7b54\u3059\u308b\u50be\u5411\u304c\u3042\u308a\u3001\u5f8c\u304b\u3089\u6574\u5f62\u3059\u308b\u624b\u9593\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u56de\u7b54\u5f62\u5f0f\u306e\u6307\u5b9a\u306f\u3001AI\u306e\u51fa\u529b\u3092\u300c\u52a0\u5de5\u4e0d\u8981\u306e\u6210\u679c\u7269\u300d\u306b\u3059\u308b\u305f\u3081\u306e\u5b9f\u8df5\u7684\u306a\u30b3\u30c4\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-22\">\u6bb5\u968e\u7684\u306b\u6307\u793a\u3092\u4e0e\u3048\u308b<\/h3>\n\n\n\n<p>\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092AI\u306b\u4f9d\u983c\u3059\u308b\u969b\u306f\u3001<mark>\u4e00\u5ea6\u306b\u3059\u3079\u3066\u3092\u6307\u793a\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30b9\u30c6\u30c3\u30d7\u3054\u3068\u306b\u5206\u5272\u3057\u3066\u6bb5\u968e\u7684\u306b\u6307\u793a\u3092\u4e0e\u3048\u308b<\/mark>\u3053\u3068\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u3001\u4f01\u753b\u66f8\u306e\u4f5c\u6210\u3092\u4f9d\u983c\u3059\u308b\u5834\u5408\u3001\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u300c\u4f01\u753b\u306e\u76ee\u7684\u3068\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u6574\u7406\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3057\u3001\u305d\u306e\u51fa\u529b\u3092\u78ba\u8a8d\u3057\u305f\u3046\u3048\u3067\u300c\u6b21\u306b\u3001\u5177\u4f53\u7684\u306a\u65bd\u7b56\u30923\u3064\u63d0\u6848\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u7d9a\u3051\u307e\u3057\u3087\u3046\u3002\u5404\u30b9\u30c6\u30c3\u30d7\u306e\u51fa\u529b\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u9032\u3081\u308b\u3053\u3068\u3067\u3001\u65b9\u5411\u6027\u306e\u305a\u308c\u3092\u65e9\u671f\u306b\u4fee\u6b63\u3067\u304d\u3001\u6700\u7d42\u7684\u306a\u6210\u679c\u7269\u306e\u54c1\u8cea\u304c\u5b89\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6bb5\u968e\u7684\u306a\u6307\u793a\u306f\u3001\u4eba\u9593\u304c\u30c1\u30fc\u30e0\u30e1\u30f3\u30d0\u30fc\u306b\u4ed5\u4e8b\u3092\u4f9d\u983c\u3059\u308b\u969b\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u540c\u3058\u539f\u7406\u3067\u3042\u308a\u3001AI\u3068\u306e\u5bfe\u8a71\u3067\u3082\u540c\u69d8\u306b\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-23\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u6d3b\u7528\u4f8b<\/h2>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001<mark>\u8077\u7a2e\u3084\u696d\u52d9\u5185\u5bb9\u3092\u554f\u308f\u305a\u5e45\u5e83\u3044\u30d3\u30b8\u30cd\u30b9\u30b7\u30fc\u30f3\u3067\u6d3b\u7528<\/mark>\u3067\u304d\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u4ee3\u8868\u7684\u306a3\u3064\u306e\u8077\u7a2e\u306b\u304a\u3051\u308b\u5177\u4f53\u7684\u306a\u6d3b\u7528\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u55b6\u696d\u8077\uff1a\u30c8\u30fc\u30af\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4f5c\u6210<\/li>\n\n\n\n<li>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u8077\uff1a\u30ad\u30e3\u30c3\u30c1\u30b3\u30d4\u30fc\u306e\u30a2\u30a4\u30c7\u30a2\u3060\u3057<\/li>\n\n\n\n<li>\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u8077\uff1a\u81ea\u52d5\u5fdc\u7b54\u306e\u6539\u5584<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-24\">\u55b6\u696d\u8077\uff1a\u30c8\u30fc\u30af\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4f5c\u6210<\/h3>\n\n\n\n<p>\u55b6\u696d\u8077\u3067\u306f\u3001<mark>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u6d3b\u7528\u3057\u3066\u5546\u8ac7\u7528\u306e\u30c8\u30fc\u30af\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u52b9\u7387\u7684\u306b\u4f5c\u6210<\/mark>\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u300c\u3042\u306a\u305f\u306fBtoB SaaS\u4f01\u696d\u306e\u55b6\u696d\u62c5\u5f53\u3067\u3059\u3002\u88fd\u9020\u696d\u306e\u751f\u7523\u7ba1\u7406\u90e8\u9580\u306e\u90e8\u9577\u306b\u5bfe\u3057\u3066\u3001\u521d\u56de\u5546\u8ac7\u3067\u81ea\u793e\u306e\u5728\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3092\u63d0\u6848\u3059\u308b\u30c8\u30fc\u30af\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u60f3\u5b9a\u3055\u308c\u308b\u53cd\u8ad6\u3068\u305d\u306e\u5207\u308a\u8fd4\u3057\u3082\u542b\u3081\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3046\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u3048\u3070\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u306e\u696d\u754c\u7279\u6027\u3084\u5f79\u8077\u306b\u5408\u308f\u305b\u305f\u5b9f\u8df5\u7684\u306a\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5f93\u6765\u306f\u5148\u8f29\u793e\u54e1\u306e\u7d4c\u9a13\u306b\u983c\u3063\u3066\u3044\u305f\u30b9\u30af\u30ea\u30d7\u30c8\u4f5c\u6210\u3092\u3001AI\u306e\u652f\u63f4\u3067\u77ed\u6642\u9593\u304b\u3064\u9ad8\u54c1\u8cea\u306b\u884c\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>ChatGPT\u3092\u6d3b\u7528\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u4f5c\u6210\u306e\u5b9f\u8df5\u7684\u306a\u30b3\u30c4\u306b\u3064\u3044\u3066\u306f\u3001\u300c<a href=\"https:\/\/japan-ai.geniee.co.jp\/media\/basic\/420\/\">ChatGPT\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f5c\u6210\u3059\u308b4\u3064\u306e\u30b3\u30c4\u3068\u6d3b\u7528\u4f8b\u3092\u89e3\u8aac<\/a>\u300d\u306e\u8a18\u4e8b\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-25\">\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u8077\uff1a\u30ad\u30e3\u30c3\u30c1\u30b3\u30d4\u30fc\u306e\u30a2\u30a4\u30c7\u30a2\u3060\u3057<\/h3>\n\n\n\n<p>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u8077\u3067\u306f\u3001<mark>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u6d3b\u7528\u3057\u3066\u30ad\u30e3\u30c3\u30c1\u30b3\u30d4\u30fc\u3084\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u30a2\u30a4\u30c7\u30a2\u3092\u5927\u91cf\u306b\u751f\u6210<\/mark>\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300c30\u4ee3\u306e\u50cd\u304f\u5973\u6027\u3092\u30bf\u30fc\u30b2\u30c3\u30c8\u306b\u3057\u305f\u6642\u77ed\u30b9\u30ad\u30f3\u30b1\u30a2\u5546\u54c1\u306e\u30ad\u30e3\u30c3\u30c1\u30b3\u30d4\u30fc\u3092\u3001\u611f\u60c5\u306b\u8a34\u3048\u308b\u30bf\u30a4\u30d7\u3068\u6a5f\u80fd\u6027\u3092\u5f37\u8abf\u3059\u308b\u30bf\u30a4\u30d7\u306e2\u30d1\u30bf\u30fc\u30f3\u3067\u3001\u305d\u308c\u305e\u308c5\u6848\u305a\u3064\u63d0\u6848\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u306e\u3088\u3046\u306b\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u30fb\u5546\u54c1\u7279\u6027\u30fb\u8868\u73fe\u306e\u65b9\u5411\u6027\u3092\u5177\u4f53\u7684\u306b\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u304c\u751f\u6210\u3057\u305f\u8907\u6570\u306e\u6848\u3092\u305f\u305f\u304d\u53f0\u3068\u3057\u3066\u3001\u30c1\u30fc\u30e0\u5185\u3067\u30d6\u30e9\u30c3\u30b7\u30e5\u30a2\u30c3\u30d7\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30a4\u30c7\u30a2\u51fa\u3057\u306e\u6642\u9593\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3057\u306a\u304c\u3089\u767a\u60f3\u306e\u5e45\u3092\u5e83\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u696d\u52d9\u306b\u304a\u3051\u308b\u300c\u30bc\u30ed\u304b\u3089\u30a4\u30c1\u3092\u751f\u3080\u300d\u8ca0\u62c5\u3092\u8efd\u6e1b\u3059\u308b\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-26\">\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u8077\uff1a\u81ea\u52d5\u5fdc\u7b54\u306e\u6539\u5584<\/h3>\n\n\n\n<p>\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u8077\u3067\u306f\u3001<mark>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u6d3b\u7528\u3057\u3066\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u5fdc\u7b54\u54c1\u8cea\u3092\u5411\u4e0a<\/mark>\u3055\u305b\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u300c\u304a\u5ba2\u69d8\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u5bfe\u3057\u3066\u3001\u307e\u305a\u5171\u611f\u306e\u8a00\u8449\u3092\u8ff0\u3079\u3001\u6b21\u306b\u5177\u4f53\u7684\u306a\u89e3\u6c7a\u7b56\u3092\u63d0\u793a\u3057\u3001\u6700\u5f8c\u306b\u8ffd\u52a0\u306e\u8cea\u554f\u304c\u306a\u3044\u304b\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u56de\u7b54\u306f3\u6587\u4ee5\u5185\u3067\u7c21\u6f54\u306b\u307e\u3068\u3081\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u8a2d\u8a08\u3059\u308c\u3070\u3001\u4e00\u8cab\u6027\u306e\u3042\u308b\u4e01\u5be7\u306a\u5fdc\u7b54\u3092\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u3088\u304f\u3042\u308b\u554f\u3044\u5408\u308f\u305b\u30d1\u30bf\u30fc\u30f3\u3092Few-shot\u5f62\u5f0f\u3067\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3067\u3001\u56de\u7b54\u306e\u7cbe\u5ea6\u3068\u5b89\u5b9a\u6027\u304c\u5411\u4e0a\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>ChatGPT\u306e\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u306b\u3064\u3044\u3066\u3055\u3089\u306b\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u3001\u300c<a href=\"https:\/\/japan-ai.geniee.co.jp\/media\/basic\/862\/\">ChatGPT\u306e\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u4f8b12\u9078 | \u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u6ce8\u610f\u70b9\u3082\u89e3\u8aac<\/a>\u300d\u306e\u8a18\u4e8b\u3082\u3042\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-27\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u6ce8\u610f\u70b9<\/h2>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u5f37\u529b\u306a\u6280\u8853\u3067\u3059\u304c\u3001<mark>\u751f\u6210AI\u306e\u7279\u6027\u306b\u8d77\u56e0\u3059\u308b\u30ea\u30b9\u30af\u3084\u9650\u754c<\/mark>\u3092\u7406\u89e3\u3057\u305f\u3046\u3048\u3067\u6d3b\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5e38\u306b\u6b63\u3057\u3044\u56de\u7b54\u304c\u5f97\u3089\u308c\u308b\u3068\u306f\u9650\u3089\u306a\u3044<\/li>\n\n\n\n<li>\u60c5\u5831\u6f0f\u6d29\u306e\u30ea\u30b9\u30af\u304c\u3042\u308b<\/li>\n\n\n\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-28\">\u5e38\u306b\u6b63\u3057\u3044\u56de\u7b54\u304c\u5f97\u3089\u308c\u308b\u3068\u306f\u9650\u3089\u306a\u3044<\/h3>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u5b9f\u8df5\u3059\u308b\u969b\u306b\u6700\u3082\u6ce8\u610f\u3059\u3079\u304d\u70b9\u306f\u3001<mark>\u751f\u6210AI\u304c\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u60c5\u5831\u306e\u751f\u6210\uff09\u3092\u8d77\u3053\u3059\u53ef\u80fd\u6027\u304c\u3042\u308b<\/mark>\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u751f\u6210AI\u306f\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u78ba\u7387\u7684\u306b\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3042\u308b\u305f\u3081\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u3066\u3044\u306a\u3044\u60c5\u5831\u3084\u3001\u30c7\u30fc\u30bf\u304c\u4e0d\u5341\u5206\u306a\u9818\u57df\u306b\u3064\u3044\u3066\u306f\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u304c\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u3001\u6700\u65b0\u306e\u7d71\u8a08\u30c7\u30fc\u30bf\u3084\u5c02\u9580\u7684\u306a\u6cd5\u5f8b\u89e3\u91c8\u3001\u533b\u7642\u60c5\u5831\u306a\u3069\u3001\u6b63\u78ba\u6027\u304c\u6c42\u3081\u3089\u308c\u308b\u9818\u57df\u3067\u306f\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002AI\u306e\u56de\u7b54\u3092\u9d5c\u5451\u307f\u306b\u305b\u305a\u3001\u91cd\u8981\u306a\u60c5\u5831\u306f\u5fc5\u305a\u4e00\u6b21\u60c5\u5831\u6e90\u3067\u88cf\u4ed8\u3051\u3092\u53d6\u308b\u7fd2\u6163\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u4ed5\u7d44\u307f\u3084\u5177\u4f53\u7684\u306a\u5bfe\u7b56\u306b\u3064\u3044\u3066\u306f\u3001\u300c<a href=\"https:\/\/japan-ai.geniee.co.jp\/media\/basic\/5186\/\">\u751f\u6210AI\u306e\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3068\u306f\uff1f\u610f\u5473\u30fb\u539f\u56e0\u30fb\u7a2e\u985e\u30fb\u4e8b\u4f8b\u30fb\u5bfe\u7b56\u3092\u5fb9\u5e95\u89e3\u8aac<\/a>\u300d\u306e\u8a18\u4e8b\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-29\">\u60c5\u5831\u6f0f\u6d29\u306e\u30ea\u30b9\u30af\u304c\u3042\u308b<\/h3>\n\n\n\n<p>\u5916\u90e8\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u52d5\u4f5c\u3059\u308b\u751f\u6210AI\u306b\u5bfe\u3057\u3066\u3001<mark>\u6a5f\u5bc6\u60c5\u5831\u3084\u500b\u4eba\u60c5\u5831\u3092\u542b\u3080\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5165\u529b\u3059\u308b\u3068\u60c5\u5831\u6f0f\u6d29\u306e\u30ea\u30b9\u30af\u304c\u767a\u751f<\/mark>\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u3001\u5165\u529b\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u30e2\u30c7\u30eb\u306e\u6539\u5584\u306b\u5229\u7528\u3059\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9867\u5ba2\u306e\u500b\u4eba\u60c5\u5831\u3084\u793e\u5185\u306e\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3001\u672a\u516c\u958b\u306e\u7d4c\u55b6\u60c5\u5831\u306a\u3069\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u542b\u3081\u308b\u3053\u3068\u306f\u907f\u3051\u308b\u3079\u304d\u3067\u3059\u3002\u3084\u3080\u3092\u5f97\u305a\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u3092\u533f\u540d\u5316\u30fb\u62bd\u8c61\u5316\u3057\u305f\u3046\u3048\u3067\u5165\u529b\u3059\u308b\u304b\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u74b0\u5883\u3067\u52d5\u4f5c\u3059\u308bAI\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3059\u308b\u3068\u3044\u3063\u305f\u5bfe\u7b56\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u751f\u6210AI\u6d3b\u7528\u306b\u304a\u3051\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u300c<a href=\"https:\/\/japan-ai.geniee.co.jp\/media\/basic\/4601\/\">\u751f\u6210AI\u6d3b\u7528\u306b\u304a\u3051\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u30683\u3064\u306e\u5bfe\u7b56<\/a>\u300d\u306e\u8a18\u4e8b\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-30\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3<\/h3>\n\n\n\n<p><mark>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3068\u306f\u3001\u60aa\u610f\u306e\u3042\u308b\u5165\u529b\u306b\u3088\u3063\u3066AI\u306e\u52d5\u4f5c\u3092\u4e0d\u6b63\u306b\u64cd\u4f5c\u3059\u308b\u653b\u6483\u624b\u6cd5<\/mark>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u653b\u6483\u306f\u3001AI\u306b\u8a2d\u5b9a\u3055\u308c\u305f\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6307\u793a\u3092\u4e0a\u66f8\u304d\u3057\u305f\u308a\u3001\u672c\u6765\u516c\u958b\u3059\u3079\u304d\u3067\u306a\u3044\u5185\u90e8\u60c5\u5831\u3092\u5f15\u304d\u51fa\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u307e\u3059\u3002\u7dcf\u52d9\u7701\u306e\u8cc7\u6599\u306b\u3088\u308b\u3068\u30012025\u5e74\u306b\u306fMicrosoft 365 Copilot\u306b\u304a\u3044\u3066\u3001\u653b\u6483\u8005\u304c\u7279\u5225\u306b\u4f5c\u6210\u3057\u305f\u30e1\u30fc\u30eb\u3092\u9001\u4fe1\u3059\u308b\u3060\u3051\u3067\u30e6\u30fc\u30b6\u30fc\u306e\u6a5f\u5bc6\u60c5\u5831\u304c\u81ea\u52d5\u6d41\u51fa\u3059\u308b\u8106\u5f31\u6027\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001OWASP\u304c\u516c\u8868\u3059\u308b\u300cTop 10 for LLM Applications 2025\u300d\u3067\u3082\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u306f\u6700\u3082\u6df1\u523b\u306a\u30ea\u30b9\u30af\u3068\u3057\u3066\u7b2c1\u4f4d\u306b\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u3092\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306b\u7d44\u307f\u8fbc\u3080\u969b\u306f\u3001\u5165\u529b\u5024\u306e\u691c\u8a3c\u3084\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4fdd\u8b77\u306a\u3069\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u5bfe\u7b56\u3092\u8a2d\u8a08\u6bb5\u968e\u304b\u3089\u7d44\u307f\u8fbc\u3080\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/www.soumu.go.jp\/main_content\/001035196.pdf\" rel=\"nofollow\">\u7dcf\u52d9\u7701\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u306e\u4e8b\u4f8b\u300d<\/a><\/p>\n\n\n\t\t<div class=\"c_linkto_long\">\n\t\t\t<a class=\"c_linkto longc_linkto\" href=\"https:\/\/japan-ai.co.jp\/media\/5994\/\">\n\t\t\t<span class=\"longc_img\"><img loading=\"lazy\" decoding=\"async\" width=\"520\" height=\"290\" src=\"https:\/\/japan-ai.co.jp\/media\/wp-content\/uploads\/2026\/04\/a5994-1.png\" class=\"attachment-thumb-520 size-thumb-520 wp-post-image\" alt=\"\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3068\u306f\uff1f\"><\/span>\n\t\t\t<div class=\"longc_content c_linkto_text\">\n\t\t\t\t<time class=\"updated sng-link-time dfont\" itemprop=\"dateModified\" datetime=\"2026-05-30\">2026\u5e745\u670830\u65e5<\/time>\t\t\t\t<span class=\"longc_title\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3068\u306f\uff1f\u653b\u6483\u306e\u4ed5\u7d44\u307f\u30fb\u30ea\u30b9\u30af\u304b\u3089\u6700\u65b0\u5bfe\u7b56\u307e\u3067\u5fb9\u5e95\u89e3\u8aac<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\n\n<h2 class=\"wp-block-heading\" id=\"i-31\">\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306e\u9055\u3044<\/h2>\n\n\n\n<p>2025\u5e74\u4ee5\u964d\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u4e26\u3093\u3067\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u308b\u306e\u304c<mark>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/mark>\u3067\u3059\u3002\u4e21\u8005\u306f\u5bfe\u7acb\u3059\u308b\u6982\u5ff5\u3067\u306f\u306a\u304f\u3001\u3088\u308a\u5e83\u3044\u5165\u529b\u8a2d\u8a08\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u304c\u300cAI\u3078\u306e\u6307\u793a\u6587\u3092\u3069\u3046\u66f8\u304f\u304b\u300d\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b\u306e\u306b\u5bfe\u3057\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u6307\u793a\u6587\u3092\u542b\u3080\u3042\u3089\u3086\u308b\u5165\u529b\u60c5\u5831\u306e\u8a2d\u8a08\u306b\u7126\u70b9\u3092\u5f53\u3066\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u306b\u3088\u308b\u5916\u90e8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u306e\u60c5\u5831\u53d6\u5f97\u3001\u4f1a\u8a71\u5c65\u6b74\u306e\u7ba1\u7406\u3001\u30c4\u30fc\u30eb\u9023\u643a\u306b\u3088\u308b\u6700\u65b0\u60c5\u5831\u306e\u6ce8\u5165\u306a\u3069\u3001AI\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u306b\u300c\u4f55\u3092\u30fb\u3069\u306e\u9806\u756a\u3067\u30fb\u3069\u308c\u3060\u3051\u300d\u6e21\u3059\u304b\u3092\u4f53\u7cfb\u7684\u306b\u8a2d\u8a08\u3059\u308b\u6280\u8853\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u306a\u304a\u3001AI\u7814\u7a76\u8005\u306eAndrej Karpathy\u306f2025\u5e746\u6708\u306b\u3053\u306e\u6982\u5ff5\u3092\u300c\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u5fc5\u8981\u306a\u9069\u5207\u306a\u60c5\u5831\u3067\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u3092\u6e80\u305f\u3059\u3001\u7e4a\u7d30\u306a\u82b8\u8853\u3068\u79d1\u5b66\u300d\u3068\u8868\u73fe\u3057\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578bAI\u306e\u6642\u4ee3\u306b\u304a\u3044\u3066\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u5358\u4f53\u306e\u8a2d\u8a08\u3088\u308a\u3082\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u5168\u4f53\u306e\u8a2d\u8a08\u304c\u91cd\u8981\u306b\u306a\u308b\u3068\u6307\u6458\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u304c\u300cAI\u3068\u306e\u5bfe\u8a71\u306e\u57fa\u672c\u30b9\u30ad\u30eb\u300d\u3067\u3042\u308b\u306e\u306b\u5bfe\u3057\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u300cAI\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u5165\u529b\u8a2d\u8a08\u30b9\u30ad\u30eb\u300d\u3068\u3044\u3048\u307e\u3059\u3002\u307e\u305a\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u57fa\u790e\u3092\u56fa\u3081\u305f\u3046\u3048\u3067\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3078\u3068\u30b9\u30ad\u30eb\u3092\u62e1\u5f35\u3057\u3066\u3044\u304f\u3053\u3068\u304c\u3001AI\u6d3b\u7528\u306e\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u4ed5\u7d44\u307f\u3084\u5b9f\u8df5\u65b9\u6cd5\u306b\u3064\u3044\u3066\u306f\u3001\u300c<a href=\"https:\/\/japan-ai.geniee.co.jp\/media\/basic\/5364\/\">\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\uff1f\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306e\u9055\u3044\u30fb\u4ed5\u7d44\u307f\u30fb\u5b9f\u8df5\u65b9\u6cd5\u3092\u89e3\u8aac<\/a>\u300d\u306e\u8a18\u4e8b\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-32\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u5b66\u7fd2\u65b9\u6cd5<\/h2>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001<mark>\u72ec\u5b66\u3067\u3082\u5341\u5206\u306b\u7fd2\u5f97\u53ef\u80fd\u306a\u30b9\u30ad\u30eb<\/mark>\u3067\u3059\u3002\u52b9\u679c\u7684\u306a\u5b66\u7fd2\u65b9\u6cd5\u30922\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u66f8\u7c4d\u3084Web\u30b5\u30a4\u30c8\u3067\u5b66\u7fd2\u3059\u308b<\/li>\n\n\n\n<li>\u5b9f\u969b\u306bAI\u3092\u64cd\u4f5c\u3057\u3066\u307f\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-33\">\u66f8\u7c4d\u3084Web\u30b5\u30a4\u30c8\u3067\u5b66\u7fd2\u3059\u308b<\/h3>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u4f53\u7cfb\u7684\u306a\u77e5\u8b58\u3092\u8eab\u306b\u3064\u3051\u308b\u306b\u306f\u3001<mark>\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u66f8\u7c4d\u3084Web\u30ea\u30bd\u30fc\u30b9\u3092\u6d3b\u7528\u3057\u305f\u5b66\u7fd2<\/mark>\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5165\u9580\u8005\u5411\u3051\u306e\u66f8\u7c4d\u3068\u3057\u3066\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u57fa\u672c\u69cb\u6210\u304b\u3089\u4e3b\u8981\u624b\u6cd5\u307e\u3067\u3092\u7db2\u7f85\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u304c\u8907\u6570\u51fa\u7248\u3055\u308c\u3066\u3044\u307e\u3059\u3002Web\u30ea\u30bd\u30fc\u30b9\u3068\u3057\u3066\u306f\u3001DAIR.AI\u304c\u904b\u55b6\u3059\u308b\u300cPrompt Engineering 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