Adversarial Research Court — tiered, cited claim verification built on recurve.
Project description
arc-court
The Adversarial Research Court — tiered, cited claim verification.
arc-court (imported as arc) verifies claims and emits a report with per-claim
adversarial-survival scores. It is built entirely on recurve's
recursive planning primitives.
Tiered by design — because the research is clear that naive multi-agent debate frequently fails to beat single-agent baselines at equal compute:
- Tier 0 — claim graph: extract only verifiable claims, decompose + decontextualize into atomic units.
- Tier 1 — Falsification Gate (default): retrieve evidence (Tavily / domain sources), a single
Prosecutor proposes cited falsifiers, a cheap NLI judge scores entailment, numeric/temporal claims
escalate to a stronger judge.
NOT_ENOUGH_INFOis a first-class verdict. - Tier 2 — Court (opt-in): the full Prosecutor / Defender / Jury trial, reserved for high-stakes, mid-confidence claims — and gated by an anti-theater eval that it must beat single-agent CoT + self-consistency at equal compute, or it stays disabled.
Part of the AETHEL project. MIT licensed. Status: alpha.
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