{"id":16011,"date":"2026-07-06T16:45:50","date_gmt":"2026-07-06T16:45:50","guid":{"rendered":"https:\/\/craighordlow.com\/index.php\/2026\/07\/06\/google-research-reveals-pattern-level-ai-video-spam-detection\/"},"modified":"2026-07-06T16:45:50","modified_gmt":"2026-07-06T16:45:50","slug":"google-research-reveals-pattern-level-ai-video-spam-detection","status":"publish","type":"post","link":"https:\/\/craighordlow.com\/index.php\/2026\/07\/06\/google-research-reveals-pattern-level-ai-video-spam-detection\/","title":{"rendered":"Google research reveals pattern-level AI video spam detection"},"content":{"rendered":"<p>New Google research catches AI video spam by clustering accounts, not single videos. See what it signals.<\/p>","protected":false},"excerpt":{"rendered":"<p>New Google research catches AI video spam by clustering accounts, not single videos. See what it signals.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"h5ap_radio_sources":[],"cybocfi_hide_featured_image":"","footnotes":""},"categories":[59],"tags":[],"class_list":["post-16011","post","type-post","status-publish","format-standard","hentry","category-semrush"],"featured_image_src":null,"featured_image_src_square":null,"author_info":{"display_name":false,"author_link":"https:\/\/craighordlow.com\/author\/craig\/"},"_links":{"self":[{"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/posts\/16011","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/comments?post=16011"}],"version-history":[{"count":0,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/posts\/16011\/revisions"}],"wp:attachment":[{"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/media?parent=16011"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/categories?post=16011"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/tags?post=16011"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}