{"id":39497,"date":"2026-03-09T13:27:12","date_gmt":"2026-03-09T12:27:12","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/is-the-real-bottleneck-for-ai-models-becoming-data-quality\/"},"modified":"2026-03-09T13:27:12","modified_gmt":"2026-03-09T12:27:12","slug":"is-the-real-bottleneck-for-ai-models-becoming-data-quality","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/is-the-real-bottleneck-for-ai-models-becoming-data-quality\/","title":{"rendered":"Is The Real Bottleneck For AI Models Becoming Data Quality?"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Model architectures keep improving, but a lot of teams I talk to struggle more with training data than models.<\/p>\n<p>Things like:<\/p>\n<ul>\n<li>noisy datasets<\/li>\n<li>inconsistent labeling<\/li>\n<li>missing metadata<\/li>\n<li>lack of domain coverage<\/li>\n<\/ul>\n<p>Do people here feel the same, or is data not the biggest bottleneck in your experience?<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/JayPatel24_\"> \/u\/JayPatel24_ <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1roy84m\/is_the_real_bottleneck_for_ai_models_becoming\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1roy84m\/is_the_real_bottleneck_for_ai_models_becoming\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-39497 jlk' href='javascript:void(0)' data-task='like' data-post_id='39497' data-nonce='9941108d62' 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-39497 lc'>0<\/span><\/a><\/div><\/div> <div class='status-39497 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Model architectures keep improving, but a lot of teams I talk to struggle more with training data&#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-39497","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\/39497","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=39497"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/39497\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=39497"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=39497"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=39497"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}