CLAIM-2026-08-30-02

The paper states: "An AAR costs roughly $4 per hour in API inference against the $150 per hour we pay our human researchers."

Why it matters

A 37x cost ratio is what turns an optimisation loop from a research budget line into a default step in a compliance process.