Lluis Eriksson (2026). One calibration query activates a finite adaptive advantage in frozen-versus-renewed dephasing tests. AIRR.SCIENCE, ARR-2026-0S8D4XJMZS9PDV1Z, v1. https://airr.science/papers/ARR-2026-0S8D4XJMZS9PDV1Z/versions/v1/ Research preprint; ARR-2026-0S8D4XJMZS9PDV1Z v1. Not peer reviewed by AIRR. Working paper; not admitted to the AIRR accepted collection.