We publish our audit record because accuracy claims should be checkable. Every entry on this site runs through an automated fact-audit pipeline (accuracy audit → source-grounded repair → visual QA); this page is generated from that pipeline's own report, not written by hand.
Last full accuracy audit: 2026-08-31 · 10 entries checked · 1 flagged · 2 issues confirmed · 1 corrected · 1 still open
Textbook — The claim that four publishers control 90% of market revenue is outdated; current data shows their combined share is around 80% or less.
Textbook — The claim that 76% of teachers said new editions were justified half the time or less lacks a verifiable source and is not a widely established fact.
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