Editorial Policy

A page shows sources and a checked date only after the claims those sources support have been checked individually against reliable references, using primary sources whenever they are available. The date applies to that page and that check; it does not mean every page on LearnBench has been reviewed.

If a page does not show sources or a checked date, readers should not assume that it has passed this standard.

Content that could materially affect someone’s health or finances stays out of search results while it awaits the appropriate review. We would rather withhold discoverability than present an unchecked page as dependable guidance.

We name a reviewer only when a real person has personally checked the page and has relevant experience for its subject. We do not use a generic team label as a substitute for that work. A page without a named reviewer should not be read as independently expert-reviewed.

If you find a factual error, send the page URL and the claim you believe is wrong to hello@learnbench.ai. We investigate specific reports, correct confirmed errors, and update the visible sources and checked date when a new check is completed.