Editorial Policy

Human review requirements

All published calculator pages and trust content undergo human review before publication. Reviewers verify formula accuracy, step correctness, interpretation clarity, and accessibility compliance.

AI-assisted drafting boundaries

AI tools may assist with drafting explanatory text, generating test cases, or structuring step sequences. However, all formulas, calculations, source citations, and factual claims are verified by a human reviewer. AI-generated content is never published without human verification.

No fabricated sources

CalcLume does not invent citations, authors, expert reviewers, search volume data, or usage statistics. Every source listed on a calculator page must be a real reference that was consulted during development.

Content updates

Trust pages and calculator content are reviewed periodically. Material changes are noted with an updated date. Minor copy improvements may be made without a formal version notice.

Correction handling

Reported errors are investigated within a reasonable timeframe. Confirmed errors are corrected, and the affected page is updated with a correction note and revised last-reviewed date.

Calculator and content separation

Calculator logic and editorial content are maintained separately. Calculation code is tested independently of surrounding explanatory text. Marketing copy does not override or obscure calculator functionality.

Localization standards

English is the first launch language. Future Arabic localization will be curated by human translators — not generated by automatic mass translation. The site architecture supports locale-specific routes without requiring a CMS or database.