{"id":39640,"date":"2026-03-14T18:27:20","date_gmt":"2026-03-14T17:27:20","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/building-a-multi-turn-time-aware-personal-diary-ai-dataset-for-rlvr-training-looking-for-ideas-on-scenario-design-and-rubric-construction-serious\/"},"modified":"2026-03-14T18:27:20","modified_gmt":"2026-03-14T17:27:20","slug":"building-a-multi-turn-time-aware-personal-diary-ai-dataset-for-rlvr-training-looking-for-ideas-on-scenario-design-and-rubric-construction-serious","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/building-a-multi-turn-time-aware-personal-diary-ai-dataset-for-rlvr-training-looking-for-ideas-on-scenario-design-and-rubric-construction-serious\/","title":{"rendered":"Building A Multi-turn, Time-aware Personal Diary AI Dataset For RLVR Training \u2014 Looking For Ideas On Scenario Design And Rubric Construction [serious]"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Hey everyone,<\/p>\n<p>I&#8217;m working on designing a training dataset aimed at fixing one of the quieter but genuinely frustrating failure modes in current LLMs: the fact that models have essentially no sense of time passing between conversations.<\/p>\n<p>Specifically, I&#8217;m building a <strong>multi-turn, time-aware personal diary RLVR dataset<\/strong> \u2014 the idea being that someone uses an AI as a personal journal companion over multiple days, and the model is supposed to track the evolution of their life, relationships, and emotional state across entries without being explicitly reminded of everything that came before.<\/p>\n<p>Current models are surprisingly bad at this in ways that feel obvious once you notice them. Thought this community might have strong opinions on both the scenario design side and the rubric side, so wanted to crowdsource some thinking.<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/Over_Valuable_12\"> \/u\/Over_Valuable_12 <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1rtp5y4\/building_a_multiturn_timeaware_personal_diary_ai\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1rtp5y4\/building_a_multiturn_timeaware_personal_diary_ai\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-39640 jlk' href='javascript:void(0)' data-task='like' data-post_id='39640' data-nonce='65e0e39b87' rel='nofollow'><img class='wti-pixel' src='https:\/\/www.graviton.at\/letterswaplibrary\/wp-content\/plugins\/wti-like-post\/images\/pixel.gif' title='Like' \/><span class='lc-39640 lc'>0<\/span><\/a><\/div><\/div> <div class='status-39640 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Hey everyone, I&#8217;m working on designing a training dataset aimed at fixing one of the quieter but&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85],"tags":[],"class_list":["post-39640","post","type-post","status-publish","format-standard","hentry","category-datatards","wpcat-85-id"],"_links":{"self":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/39640","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/comments?post=39640"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/39640\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=39640"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=39640"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=39640"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}