Editorial Standards & Corrections

Effective date: August 9, 2026

Sourcing

News stories are grounded in public sources — official announcements, documentation, filings, and reporting from established outlets — and stories link the sources they draw on. Model specifications in our directories come from the maker's official documentation. If we cannot verify a claim, we omit it rather than guess.

Reference pages

Directory and guide pages (models, labs, tools, glossary, timeline, learning tracks) are maintained reference material, not breaking news. They carry an updated date where it matters. The AI landscape moves quickly; if a spec, price, or availability detail has drifted, the maker's official page wins.

Corrections

When we get something wrong, we fix the piece and note the correction. To report an error, email [email protected] with the URL and what's wrong — corrections requests are read by a human and handled promptly.

Independence

We are not affiliated with any AI lab or vendor we cover, and we do not accept payment for coverage. If sponsored content ever appears, it will be labeled as such. Affiliate links, if present, are disclosed on the Affiliate & Advertising Disclosure page and never influence editorial judgment.

Opinion vs. reporting

News stories report; guides teach; where a piece expresses judgment (for example, caveats about a benchmark), the reasoning is stated so you can disagree with it.