Human oversight of gold models covers four decisions: the macro veto before tier-one releases, the volatility regime check, the decay review against the tested baseline, and the response to broker or data anomalies.
The governing rule is asymmetric — a person may veto a valid XAUUSD setup with a recorded reason but never add one the rules rejected, and sizing, stops and invalidation stay mechanical.