Audit trail and signal attribution

Every signal now carries a structured audit trail: the inputs used, the model version, the time of inference, the confidence band and any human override.

This matters more than a polished dashboard. If an investor or regulator asks why a decision was made, we want the answer to be reconstructable rather than narrated after the fact.