Corrections & Errata Policy

dontbeac.app is committed to maintaining complete accuracy across all published articles, benchmark datasets, and technical documentation. When an error occurs, our policy is to correct it swiftly, transparently, and unreservedly.

1. Definition of Corrections

We distinguish between substantive factual corrections and routine maintenance:

• Substantive Corrections: Any inaccuracy in benchmark numbers, API pricing, technical specifications, model architecture descriptions, code snippets, or quotes from primary sources. When these occur, we update the article and append an explicit Correction Note detailing the previous error, the corrected information, and the timestamp of the update.
• Routine Clarifications & Updates: Minor typographical errors, grammatical polish, broken link remediation, or cosmetic formatting adjustments that do not alter the factual meaning of the article are corrected directly without requiring a formal errata banner.

2. How We Document Changes

For major technical articles and breaking news coverage:

• We include a visible Last Updated or revision log component indicating the exact date of the latest verified revision.
• In our news articles, documented revisions are registered in structured schema (e.g. dateModified and revision logs) so search engines and automated crawlers recognize verified updates rather than fabricated freshness signals.

3. How to Submit a Correction Request

We encourage readers, developers, and researchers to hold us accountable. If you identify a factual error, obsolete code syntax, or broken calculation:

4. Verification and Retractions

If an entire premise or test methodology of an article is found to be fundamentally flawed beyond repair by an errata note, the article will be formally updated with a prominent retraction banner explaining the findings, or permanently redirected with a documented 301 to an updated, verified analysis.