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AI is advisory — not the judge

Methodology · 28 Dec 2025 · by CanonProof Team

AI is advisory — not the judge

AI detection helps surface patterns humans miss — but it also fails in edge cases.

That’s why CanonProof treats AI outputs as advisory indicators:

  • AI can support suspicion, but not decide alone
  • Outcomes are driven by explainable forensic indicators
  • When signals conflict, the system can return INDETERMINATE

This approach keeps the result defensible in professional workflows.