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Corrections and the public record.

When wrong, corrected. When facts change meaning on AI policy coverage, updated with a clear note.

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What qualifies

  • Factual errors on dates, quotes, regulatory citations.
  • Misleading framing beyond evidence.

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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.