Evidence first
Guides distinguish definitions and proposed methodology from measured facts. Reports need verified datasets and reconciled numbers. Synthetic data is never described as live.
Sources and revisions
Use official documentation, date checks and revisit mutable facts before activation. Preserve historical model pages and material corrections.
Independence
Advertising is disabled. Future ads must be labeled and must not influence measurement, scores or conclusions. No invented author, testimonial or incident is allowed.