# DEVIDENCE Research Notes Non-normative research notes preserve empirically important findings and open questions without changing Base Layer or conformance semantics. - [Verification Asymmetry, Evidence Volume, and Independent Evidentiary Burden](verification-asymmetry-and-evidence-volume.md) — non-normative L4 research note grounded in AI-REG R27A.