01
Self-reflection
The agent that wrote a claim re-reads it against the passage it cites. It then rates how well that passage supports the claim.
Methodology
How findings are scored
Every finding in a report carries a confidence score built from three independent signals. Before a finding is kept, adversarial agents challenge it.
02
Cross-answer consistency
Independent branches of the research tree often reach the same question. Their answers are compared, and disagreement between them lowers the score.
03
Formal verification
Numeric and logical claims are restated as formal constraints and checked by an SMT solver. Claims that fail are flagged in the report.
Confidence score
The adversarial pass
Dedicated agents argue against findings as they emerge. Contradictions between sources are surfaced in the report rather than resolved silently.