{"id":22392,"date":"2026-05-06T14:57:26","date_gmt":"2026-05-06T14:57:26","guid":{"rendered":"https:\/\/ideainthebox.com\/index.php\/2026\/05\/06\/ai-has-a-data-problemcausal-data-may-solve-it\/"},"modified":"2026-05-06T14:57:26","modified_gmt":"2026-05-06T14:57:26","slug":"ai-has-a-data-problemcausal-data-may-solve-it","status":"publish","type":"post","link":"https:\/\/ideainthebox.com\/index.php\/2026\/05\/06\/ai-has-a-data-problemcausal-data-may-solve-it\/","title":{"rendered":"AI Has A Data Problem &#8211; Causal Data May Solve It"},"content":{"rendered":"<div>Most AI systems are trained on historical data. When conditions shift due to changing consumer sentiment, models trained on historical correlations begin to break down.<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Most AI systems are trained on historical data. When conditions  [&#8230;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[194],"tags":[],"class_list":["post-22392","post","type-post","status-publish","format-standard","hentry","category-graphic-design"],"acf":[],"_links":{"self":[{"href":"https:\/\/ideainthebox.com\/index.php\/wp-json\/wp\/v2\/posts\/22392","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ideainthebox.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ideainthebox.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ideainthebox.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ideainthebox.com\/index.php\/wp-json\/wp\/v2\/comments?post=22392"}],"version-history":[{"count":0,"href":"https:\/\/ideainthebox.com\/index.php\/wp-json\/wp\/v2\/posts\/22392\/revisions"}],"wp:attachment":[{"href":"https:\/\/ideainthebox.com\/index.php\/wp-json\/wp\/v2\/media?parent=22392"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ideainthebox.com\/index.php\/wp-json\/wp\/v2\/categories?post=22392"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ideainthebox.com\/index.php\/wp-json\/wp\/v2\/tags?post=22392"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}