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Observe · Editorial standards

Principles for AI policy reporting.

Documented sourcing on policy and governance, visible corrections, privacy-aware handling.

1) Independence

  • Editorial coverage — not vendor or regulator aligned.
  • Witness AI customers do not buy coverage or outcomes.

2) Sourcing

  • Primary evidence: filings, model cards, policy docs.
  • Separate known vs alleged vs inferred.

3) Privacy-first

  • De-identify when exposure risk exists.
  • Consent-first for sensitive AI deployment narratives.

5) AI policy red lines

  • No unverified leaks as fact.
  • No doxxing researchers or employees.
  • No legal advice — explain policy; route decisions to counsel.
  • No pay-to-publish startup coverage.
Witness AI provides educational AI policy templates and governance workflow tooling — not legal, compliance, or certification services. Market statistics cite independent third-party research. Framework alignment is illustrative mapping only.