Technical field notes transferred from early EvidenceBound work into their canonical research home. The research focuses on narrow, reproducible claims rather than model-confidence or compliance marketing.
Agent proposals need a deterministic gate that binds exact source to executable policy, bounded execution and a reproducible decision receipt.
Why high-stakes governance needs policy, candidate identity, execution evidence and human approval bound before the incident.
A sports reference case demonstrating why algorithm conformance and real-world outcome correctness must remain separate claims.