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The trust model

Verified, Inferred, and Unknown — and why “I don’t know” matters.

Every answer is categorized by how certain the agent is. A calibrated “I can’t verify this” is treated as a feature, not a failure — it tells you exactly where to be careful.

What the labels mean

  • A Verified claim always carries a resolvable citation.
  • An Inferred claim shows what it was reasoned from.
  • An Unknown becomes a precise question routed to an expert.