Principle

When evidence is insufficient, the output is a research protocol—not a conclusion. Every material external claim and figure is tied to a source and verification status.

Claim statuses

  • confirmed by a public source
  • author-provided
  • verification required
  • hypothesis
  • example
  • calculated estimate

External review

  1. Internal fact-check
  2. Methodological review
  3. Industry review
  4. Legal review where required
  5. Disclosure and correction log

Corrections

Version and update date remain visible. Material corrections enter a public log; old forecasts are not rewritten without visible history.