{"id":17738,"date":"2026-04-08T20:25:32","date_gmt":"2026-04-08T20:25:32","guid":{"rendered":"https:\/\/megagon.ai\/%e3%82%a8%e3%83%bc%e3%82%b8%e3%82%a7%e3%83%b3%e3%83%88ai%e3%83%97%e3%83%a9%e3%83%b3%e3%83%8b%e3%83%b3%e3%82%b0%e3%81%ab%e6%ac%a0%e3%81%91%e3%81%a6%e3%81%84%e3%82%8b%e5%b1%a4\/"},"modified":"2026-06-22T02:15:07","modified_gmt":"2026-06-22T02:15:07","slug":"agentic-ai-planning-intent-rewriting","status":"publish","type":"post","link":"https:\/\/megagon.ai\/jp\/agentic-ai-planning-intent-rewriting\/","title":{"rendered":"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30afAI\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u306e\u76f2\u70b9\uff1a\u306a\u305c\u30ec\u30a4\u30e4\u30fc\u304c\u8db3\u308a\u306a\u3044\u306e\u304b"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"17738\" class=\"elementor elementor-17738 elementor-17682\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-44245de e-flex e-con-boxed e-con e-parent\" data-id=\"44245de\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2e53b96 elementor-widget elementor-widget-text-editor\" data-id=\"2e53b96\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u3001\u5bfe\u8a71\u578b\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306b\u3068\u3063\u3066\u6975\u3081\u3066\u91cd\u8981\u3067\u3042\u308a\u3001\u7279\u306b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u6d3b\u7528\u3057\u305fAI\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3044\u3066\u306f\u91cd\u8981\u6027\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002\u73fe\u4ee3\u306eAI\u30b7\u30b9\u30c6\u30e0\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30af\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306b\u4f9d\u5b58\u3057\u3066\u304a\u308a\u3001\u901a\u5e38\u306f\u30e6\u30fc\u30b6\u30fc\u3068\u5bfe\u8a71\u3059\u308b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u3092\u89e3\u91c8\u3057\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8abf\u6574\u3057\u3066\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u76ee\u6a19\u3092\u9054\u6210\u3059\u308b\u30d7\u30e9\u30f3\u30ca\u30fc\u304b\u3089\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u306e\u89e3\u91c8\u306b\u8aa4\u308a\u304c\u3042\u308b\u3068\u3001\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u306b\u6b20\u9665\u304c\u751f\u3058\u305f\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u6e80\u8db3\u5ea6\u304c\u4f4e\u4e0b\u3057\u305f\u308a\u3001\u30bf\u30b9\u30af\u306e\u5b9f\u884c\u304c\u975e\u52b9\u7387\u306b\u306a\u308b\u3053\u3068\u3078\u7e4b\u304c\u308a\u307e\u3059\u3002  <\/span><\/p><p><span style=\"font-weight: 400;\">\u73fe\u5b9f\u306e\u5bfe\u8a71\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u81ea\u5206\u306e\u610f\u56f3\u3092\u5358\u4e00\u306e\u660e\u78ba\u306a\u6587\u7ae0\u3067\u8868\u73fe\u3059\u308b\u3053\u3068\u306f\u307b\u3068\u3093\u3069\u3042\u308a\u307e\u305b\u3093\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u4f1a\u8a71\u306e\u9014\u4e2d\u3067\u8981\u6c42\u3092\u5909\u66f4\u3057\u3001\u5f8c\u304b\u3089\u6587\u8108\u3092\u8ffd\u52a0\u3057\u3001\u95a2\u9023\u3059\u308b\u5225\u306e\u30bf\u30b9\u30af\u3078\u3068\u8a71\u984c\u3092\u79fb\u3057\u3001\u6700\u7d42\u7684\u306a\u76ee\u7684\u306b\u306f\u95a2\u4fc2\u306e\u306a\u3044\u8a73\u7d30\u3092\u52a0\u3048\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u3053\u3068\u306e\u3059\u3079\u3066\u304c\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u5b9f\u969b\u306b\u4f55\u3092\u6c42\u3081\u3066\u3044\u308b\u306e\u304b\u3092\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u304c\u6b63\u78ba\u306b\u628a\u63e1\u3059\u308b\u3053\u3068\u3092\u96e3\u3057\u304f\u3057\u3066\u3044\u307e\u3059\u3002     <\/span><\/p><p><span style=\"font-weight: 400;\">\u79c1\u305f\u3061\u306e\u8ad6\u6587<\/span>\u300c<b><a href=\"https:\/\/megagon.ai\/publications\/recap-benchmark\/\" target=\"_blank\" rel=\"noopener\">RECAP:RewritingConversationsforIntentUnderstandinginAgenticPlanning<\/a><\/b>\u300d<span style=\"font-weight: 400;\">\u3067\u306f\u3001\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u3092\u884c\u3046\u524d\u306b\u5bfe\u8a71\u3092\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u3092\u660e\u78ba\u306b\u8868\u73fe\u3057\u305f\u5f62\u306b\u66f8\u304d\u63db\u3048\u308b\u3068\u3044\u3046\u3001\u30b7\u30f3\u30d7\u30eb\u3067\u3042\u308a\u306a\u304c\u3089\u5f37\u529b\u306a\u30a2\u30a4\u30c7\u30a2\u3092\u63a2\u6c42\u3057\u3066\u3044\u307e\u3059\u3002<\/span> <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d25b427 elementor-widget elementor-widget-image\" data-id=\"d25b427\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"290\" src=\"https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/unnamed-1024x371.png\" class=\"attachment-large size-large wp-image-17693\" alt=\"User agent dialogue and intent\" srcset=\"https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/unnamed-1024x371.png 1024w, https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/unnamed-300x109.png 300w, https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/unnamed-768x278.png 768w, https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/unnamed-1536x557.png 1536w, https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/unnamed.png 1600w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6d2cec elementor-widget elementor-widget-spacer\" data-id=\"c6d2cec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c44a353 elementor-widget elementor-widget-heading\" data-id=\"c44a353\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">RECAP\u306e\u6838\u5fc3\u3068\u306a\u308b\u8003\u3048\u65b9<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-768ac2c e-flex e-con-boxed e-con e-parent\" data-id=\"768ac2c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2b50588 elementor-widget elementor-widget-text-editor\" data-id=\"2b50588\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">\u5f93\u6765\u306e\u610f\u56f3\u5206\u985e\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u3092\u3042\u3089\u304b\u3058\u3081\u5b9a\u7fa9\u3055\u308c\u305f\u30ab\u30c6\u30b4\u30ea\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3057\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u9650\u5b9a\u7684\u306a\u30c9\u30e1\u30a4\u30f3\u3067\u306f\u6709\u52b9\u3067\u3059\u304c\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u76ee\u6a19\u304c\u67d4\u8edf\u3067\u5e38\u306b\u5909\u5316\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u306a\u74b0\u5883\u3067\u306f\u3046\u307e\u304f\u6a5f\u80fd\u3057\u307e\u305b\u3093\u3002\u30d7\u30e9\u30f3\u30ca\u30fc\u304c\u30e6\u30fc\u30b6\u30fc\u306e\u4e0d\u660e\u78ba\u307e\u305f\u306f\u53e4\u3044\u610f\u56f3\u306e\u8868\u73fe\u3092\u53d7\u3051\u53d6\u308b\u3068\u3001\u305d\u306e\u5f8c\u306e\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u3068\u5b9f\u884c\u306b\u305d\u306e\u30a8\u30e9\u30fc\u304c\u5f15\u304d\u7d99\u304c\u308c\u3066\u3057\u307e\u3044\u307e\u3059\u3002  <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-93bd144 elementor-widget elementor-widget-image\" data-id=\"93bd144\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"326\" src=\"https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig2-1024x417.png\" class=\"attachment-large size-large wp-image-17687\" alt=\"dialogue and plan\" srcset=\"https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig2-1024x417.png 1024w, https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig2-300x122.png 300w, https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig2-768x312.png 768w, https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig2-1536x625.png 1536w, https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig2.png 1600w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-63ee35b elementor-widget elementor-widget-spacer\" data-id=\"63ee35b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-65ad3c9 elementor-widget elementor-widget-text-editor\" data-id=\"65ad3c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">RECAP\u306f\u3053\u306e\u8ab2\u984c\u306b\u5bfe\u3057\u3066\u3001\u30de\u30eb\u30c1\u30bf\u30fc\u30f3\u5bfe\u8a71\u3092\u7c21\u6f54\u3067\u66d6\u6627\u3055\u306e\u306a\u3044\u8868\u73fe\u306b\u66f8\u304d\u63db\u3048\u308b\u3053\u3068\u3067\u5bfe\u5fdc\u3057\u307e\u3059\u3002\u3053\u306e\u66f8\u304d\u63db\u3048\u3067\u306f\u3001\u95a2\u9023\u3059\u308b\u6587\u8108\u3092\u62bd\u51fa\u3057\u3001\u4e0d\u8981\u306a\u60c5\u5831\u3092\u53d6\u308a\u9664\u304d\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u6700\u65b0\u306e\u76ee\u6a19\u3068\u6574\u5408\u3059\u308b\u3088\u3046\u306b\u6574\u7406\u3055\u308c\u307e\u3059\u3002 <\/span><\/p><p><span style=\"font-weight: 400;\">\u305d\u306e\u7d50\u679c\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u306f\u3088\u308a\u30af\u30ea\u30fc\u30f3\u3067\u4e00\u8cab\u6027\u306e\u3042\u308b\u5165\u529b\u3092\u53d7\u3051\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5bfe\u8a71\u306e\u7d30\u304b\u306a\u30cb\u30e5\u30a2\u30f3\u30b9\u3092\u3059\u3079\u3066\u89e3\u6790\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u3001\u7c21\u6f54\u3067\u66d6\u6627\u3055\u304c\u306a\u304f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u76ee\u7684\u3068\u6574\u5408\u3057\u305f\u66f8\u304d\u63db\u3048\u7d50\u679c\u306b\u57fa\u3065\u3044\u3066\u51e6\u7406\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7434baa e-flex e-con-boxed e-con e-parent\" data-id=\"7434baa\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a1d8754 elementor-widget elementor-widget-image\" data-id=\"a1d8754\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"290\" src=\"https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig3-1024x371.png\" class=\"attachment-large size-large wp-image-17689\" alt=\"conversation and intention rewrite\" srcset=\"https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig3-1024x371.png 1024w, https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig3-300x109.png 300w, https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig3-768x278.png 768w, https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig3-1536x557.png 1536w, https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig3.png 1600w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-645ec6a elementor-widget elementor-widget-spacer\" data-id=\"645ec6a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3befa3a e-flex e-con-boxed e-con e-parent\" data-id=\"3befa3a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-336075c elementor-widget elementor-widget-heading\" data-id=\"336075c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u8907\u96d1\u306a\u5bfe\u8a71\u8ab2\u984c\u306e\u305f\u3081\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d521cf7 elementor-widget elementor-widget-text-editor\" data-id=\"d521cf7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">\u3053\u306e\u554f\u984c\u3092\u7814\u7a76\u3059\u308b\u305f\u3081\u306b\u3001\u79c1\u305f\u3061\u306f<\/span><b><a href=\"https:\/\/github.com\/megagonlabs\/recap\" target=\"_blank\" rel=\"noopener\">RECAP\u30d9\u30f3\u30c1\u30de\u30fc\u30af<\/a><\/b><span style=\"font-weight: 400;\">\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u306b\u304a\u3051\u308b\u610f\u56f3\u306e\u66f8\u304d\u63db\u3048\u306e\u8ab2\u984c\u306b\u7279\u5316\u3057\u305f\u3001800\u4ef6\u4ee5\u4e0a\u306eUSER-AGENT\u5bfe\u8a71\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span> <\/p><p><span style=\"font-weight: 400;\">\u3042\u3089\u304b\u3058\u3081\u5b9a\u7fa9\u3055\u308c\u305f\u610f\u56f3\u30ab\u30c6\u30b4\u30ea\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u306f\u5bfe\u7167\u7684\u306b\u3001<a href=\"https:\/\/github.com\/megagonlabs\/recap\" target=\"_blank\" rel=\"noopener\">RECAP\u30d9\u30f3\u30c1\u30de\u30fc\u30af<\/a>\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u304c\u4f1a\u8a71\u306e\u4e2d\u3067\u9032\u5c55\u3057\u305f\u308a\u3001\u5909\u5316\u3057\u305f\u308a\u3001\u8907\u6570\u306e\u76ee\u6a19\u306b\u307e\u305f\u304c\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u3001\u30aa\u30fc\u30d7\u30f3\u30a8\u30f3\u30c9\u306a\u5bfe\u8a71\u74b0\u5883\u3092\u5bfe\u8c61\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u56fa\u5b9a\u3055\u308c\u305f\u30e9\u30d9\u30eb\u306b\u4f9d\u5b58\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u6587\u8108\u304b\u3089\u76f4\u63a5\u610f\u56f3\u3092\u63a8\u5b9a\u3057\u8868\u73fe\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u3001\u8907\u96d1\u306a\u5bfe\u8a71\u30b7\u30ca\u30ea\u30aa\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<br\/> <\/span><\/p><p><span style=\"font-weight: 400;\"><a href=\"https:\/\/github.com\/megagonlabs\/recap\" target=\"_blank\" rel=\"noopener\">RECAP\u30d9\u30f3\u30c1\u30de\u30fc\u30af<\/a>\u306f\u3001\u73fe\u5b9f\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3067\u983b\u7e41\u306b\u767a\u751f\u3059\u308b\u72b6\u6cc1\u3001\u4f8b\u3048\u3070\u3001\u60c5\u5831\u304c\u4e0d\u8db3\u3057\u305f\u30ea\u30af\u30a8\u30b9\u30c8\u3001\u5909\u5316\u3059\u308b\u610f\u56f3\u3001\u5358\u4e00\u306e\u4f1a\u8a71\u5185\u306b\u8907\u6570\u306e\u76ee\u6a19\u304c\u5b58\u5728\u3059\u308b\u30b1\u30fc\u30b9\u306a\u3069\u3092\u6349\u3048\u3066\u3044\u307e\u3059\u3002\u3044\u304f\u3064\u304b\u306e\u6307\u793a\u306f\u672c\u8cea\u7684\u306b\u66d6\u6627\u3067\u3042\u308a\u3001\u5b9f\u884c\u524d\u306b\u89e3\u91c8\u304c\u5fc5\u8981\u3067\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u8ab2\u984c\u306f\u5b9f\u969b\u306eAI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3067\u306f\u4e00\u822c\u7684\u3067\u3042\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u5f93\u6765\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u5206\u985e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u306f\u307b\u3068\u3093\u3069\u8868\u73fe\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002RECAP\u306f\u307e\u305f\u3001\u8907\u6570\u306e\u30c9\u30e1\u30a4\u30f3\u306b\u307e\u305f\u304c\u308b\u69d8\u3005\u306a\u9577\u3055\u306e\u5bfe\u8a71\u3082\u542b\u3093\u3067\u3044\u307e\u3059\u3002   <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-47835d4 e-flex e-con-boxed e-con e-parent\" data-id=\"47835d4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8855ef9 elementor-widget elementor-widget-image\" data-id=\"8855ef9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"195\" src=\"https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig4-1024x249.png\" class=\"attachment-large size-large wp-image-17691\" alt=\"RECAP benchmark evaluation samples\" srcset=\"https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig4-1024x249.png 1024w, https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig4-300x73.png 300w, https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig4-768x187.png 768w, https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig4-1536x373.png 1536w, https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig4.png 1600w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-792155a elementor-widget elementor-widget-spacer\" data-id=\"792155a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e9aaf4b e-flex e-con-boxed e-con e-parent\" data-id=\"e9aaf4b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9768f95 elementor-widget elementor-widget-heading\" data-id=\"9768f95\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u5b9f\u9a13\u7d50\u679c\u304c\u793a\u3059\u3053\u3068<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-03a8f1b e-flex e-con-boxed e-con e-parent\" data-id=\"03a8f1b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d17d24d elementor-widget elementor-widget-text-editor\" data-id=\"d17d24d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">\u5b9f\u9a13\u3067\u306f\u3001\u610f\u56f3\u306e\u66f8\u304d\u63db\u3048\u306b\u5bfe\u3059\u308b\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u6bd4\u8f03\u3057\u307e\u3057\u305f\u3002\u751f\u306e\u5bfe\u8a71\u305d\u306e\u3082\u306e\uff08\u300c\u30c0\u30df\u30fc\u300d\u30ea\u30e9\u30a4\u30bf\u30fc\uff09\u306f\u3001\u4e00\u8cab\u3057\u3066\u30d7\u30ed\u30f3\u30d7\u30c8\u30d9\u30fc\u30b9\u306e\u66f8\u304d\u63db\u3048\u624b\u6cd5\u306b\u52a3\u308b\u7d50\u679c\u3068\u306a\u308a\u307e\u3057\u305f\u3002\u5358\u7d14\u306a\u8981\u7d04\u3067\u306f\u60c5\u5831\u304c\u5931\u308f\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u4e00\u65b9\u3067\u3001\u95a2\u9023\u60c5\u5831\u3084\u6587\u8108\u3092\u4fdd\u6301\u3059\u308b\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u6280\u8853\u306f\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u306e\u6709\u52b9\u6027\u3092\u5927\u304d\u304f\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u66f8\u304d\u63db\u3048\u30e2\u30c7\u30eb\u3092DirectPreferenceOptimization\uff08DPO\uff09\u3067\u8ffd\u52a0\u5b66\u7fd2\u3059\u308b\u3068\u3001\u6027\u80fd\u306f\u3055\u3089\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002   <\/span><\/p><p><span style=\"font-weight: 400;\">\u7d50\u8ad6\u306f\u660e\u78ba\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u3092\u3088\u308a\u6b63\u78ba\u306b\u8868\u73fe\u3059\u308b\u307b\u3069\u3001\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u306e\u7d50\u679c\u306f\u4e00\u8cab\u3057\u3066\u6539\u5584\u3055\u308c\u307e\u3059\u3002 <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4cc3064 e-flex e-con-boxed e-con e-parent\" data-id=\"4cc3064\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-deb8d94 elementor-widget elementor-widget-image\" data-id=\"deb8d94\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"401\" src=\"https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig-5-1024x513.png\" class=\"attachment-large size-large wp-image-17685\" alt=\"Rank distribution of Plans Generaated from Rewriters by Challenge\" srcset=\"https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig-5-1024x513.png 1024w, https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig-5-300x150.png 300w, https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig-5-768x385.png 768w, https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig-5-1536x770.png 1536w, https:\/\/megagon.ai\/wp-content\/uploads\/2026\/04\/fig-5.png 1600w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5472fd2 e-flex e-con-boxed e-con e-parent\" data-id=\"5472fd2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9814576 elementor-widget elementor-widget-text-editor\" data-id=\"9814576\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">\u307e\u305f\u3001\u30e6\u30fc\u30b6\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5bfe\u8a71\u3092\u5165\u529b\u3068\u3057\u3066\u3001\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u306e\u6709\u7528\u6027\u3092\u6bd4\u8f03\u8a55\u4fa1\u3059\u308b\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305fLLM\u30d9\u30fc\u30b9\u306e\u8a55\u4fa1\u5668\u3082\u63d0\u6848\u3057\u3066\u3044\u307e\u3059\u3002 <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f7fba34 e-flex e-con-boxed e-con e-parent\" data-id=\"f7fba34\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8e00fac elementor-widget elementor-widget-heading\" data-id=\"8e00fac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u7406\u7531\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4ce1e18 e-flex e-con-boxed e-con e-parent\" data-id=\"4ce1e18\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-20de368 elementor-widget elementor-widget-text-editor\" data-id=\"20de368\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">LLM\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3001\u307e\u305f\u306f\u30c4\u30fc\u30eb\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u7814\u7a76\u8005\u3084\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u3001\u3053\u308c\u3089\u306e\u7d50\u679c\u306f\u91cd\u8981\u306a\u793a\u5506\u3092\u4e0e\u3048\u307e\u3059\u3002\u591a\u304f\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30af\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3051\u308b\u5931\u6557\u306f\u3001\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u304c\u59cb\u307e\u308b\u524d\u306e\u6bb5\u968e\u3067\u767a\u751f\u3057\u3066\u304a\u308a\u3001\u305d\u306e\u539f\u56e0\u306f\u30d7\u30e9\u30f3\u30ca\u30fc\u304c\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u3092\u4e0d\u5b8c\u5168\u307e\u305f\u306f\u4e0d\u6b63\u78ba\u306b\u89e3\u91c8\u3057\u3066\u3044\u308b\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u3002<\/span><\/p><p><span 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400;\">\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30af\u30b7\u30b9\u30c6\u30e0\u304c\u3088\u308a\u9ad8\u5ea6\u306b\u306a\u308b\u306b\u3064\u308c\u3066\u3001\u305d\u306e\u95a2\u5fc3\u306f\u63a8\u8ad6\u80fd\u529b\u306e\u5411\u4e0a\u3001\u30c4\u30fc\u30eb\u306e\u8ffd\u52a0\u3001\u3088\u308a\u512a\u308c\u305f\u30d7\u30e9\u30f3\u30ca\u30fc\u306e\u69cb\u7bc9\u306b\u5411\u3051\u3089\u308c\u304c\u3061\u3067\u3059\u3002\u3057\u304b\u3057RECAP\u306f\u3001\u5bfe\u8a71\u3068\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u306e\u9593\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306f\u63a8\u8ad6\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u305d\u306e\u3082\u306e\u3068\u540c\u3058\u304f\u3089\u3044\u91cd\u8981\u3067\u3042\u308b\u3053\u3068\u3092\u5b9f\u8a3c\u3057\u307e\u3057\u305f\u3002\u30e6\u30fc\u30b6\u30fc\u610f\u56f3\u306e\u660e\u78ba\u306b\u8868\u73fe\u3059\u308b\u3053\u3068\u304b\u3089\u59cb\u3081\u308b\u3053\u3068\u3067\u3001\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u5168\u4f53\u304c\u3088\u308a\u52b9\u7387\u7684\u304b\u3064\u52b9\u679c\u7684\u306b\u6a5f\u80fd\u3057\u3001\u7d50\u679c\u7684\u306b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8de8\u3050\u30bf\u30b9\u30af\u5b9f\u884c\u306e\u8cea\u3092\u5287\u7684\u306b\u6539\u5584\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002  <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-266d4c5 e-flex e-con-boxed e-con e-parent\" data-id=\"266d4c5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-baf7c64 elementor-widget elementor-widget-heading\" data-id=\"baf7c64\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u8ad6\u6587\u3092\u8aad\u3080<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2cda7d7 e-flex e-con-boxed e-con e-parent\" data-id=\"2cda7d7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-48b15b7 elementor-widget elementor-widget-text-editor\" data-id=\"48b15b7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">\u5bfe\u8a71\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u3001\u307e\u305f\u306f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8LLM\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u3053\u306e\u7814\u7a76\u306f\u91cd\u8981\u306a\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3088\u308a\u826f\u3044\u610f\u56f3\u8868\u73fe\u306f\u3001\u3088\u308a\u826f\u3044\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002 <\/span><\/p><p><a href=\"https:\/\/megagon.ai\/publications\/recap-benchmark\/\" target=\"_blank\" rel=\"noopener\"><strong>\u5168\u6587\u306f\u3053\u3061\u3089\u304b\u3089\u304a\u8aad\u307f\u304f\u3060\u3055\u3044\u3002<\/strong><\/a><span style=\"font-weight: 400;\"><br><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b994f2c e-flex e-con-boxed e-con e-parent\" data-id=\"b994f2c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d8fd795 elementor-widget elementor-widget-text-editor\" data-id=\"d8fd795\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u6587\uff1aKushan Mitra\u3001<a href=\"https:\/\/megagon.ai\/jp\/our-team\/kushan-mitra\/\" target=\"_blank\" rel=\"noopener\"><\/a><a href=\"https:\/\/megagon.ai\/jp\/\" target=\"_blank\" rel=\"noopener\">Megagon 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