{"id":21602,"date":"2026-04-22T14:36:12","date_gmt":"2026-04-22T14:36:12","guid":{"rendered":"https:\/\/ideainthebox.com\/index.php\/2026\/04\/22\/stop-cleaning-your-data-start-finding-the-signal\/"},"modified":"2026-04-22T14:36:12","modified_gmt":"2026-04-22T14:36:12","slug":"stop-cleaning-your-data-start-finding-the-signal","status":"publish","type":"post","link":"https:\/\/ideainthebox.com\/index.php\/2026\/04\/22\/stop-cleaning-your-data-start-finding-the-signal\/","title":{"rendered":"Stop Cleaning Your Data. Start Finding The Signal."},"content":{"rendered":"<div>The &#8220;clean your data first&#8221; consensus is the most expensive bad advice in AI. Here&#8217;s the question enterprises should ask before spending a dollar.<\/div>\n","protected":false},"excerpt":{"rendered":"<p>The &#8220;clean your data first&#8221; consensus is the most expensive  [&#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-21602","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\/21602","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=21602"}],"version-history":[{"count":0,"href":"https:\/\/ideainthebox.com\/index.php\/wp-json\/wp\/v2\/posts\/21602\/revisions"}],"wp:attachment":[{"href":"https:\/\/ideainthebox.com\/index.php\/wp-json\/wp\/v2\/media?parent=21602"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ideainthebox.com\/index.php\/wp-json\/wp\/v2\/categories?post=21602"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ideainthebox.com\/index.php\/wp-json\/wp\/v2\/tags?post=21602"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}