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AI Panic Room

Methodology

Funny on the surface. Useful underneath. Evidence throughout.

Four kinds of statement

  • Measured evidence — something we fetched or measured, with a source and time.
  • Your input — what you told us and confirmed.
  • Interpretation — our reasoning from evidence, clearly marked.
  • Limitation — what we could not see or verify.

What we never claim

Job-loss predictions, guaranteed rankings, guaranteed revenue, verified business legitimacy, or guaranteed hours saved.

Product methodologies