Use a fresh control as a reproducibility sentinel
In a multi-arm training experiment, a freshly retrained control is a reproducibility sentinel. Attribute the intervention primarily from candidate versus fresh control, use incumbent versus fresh control to expose run or pipeline drift, and treat candidate versus incumbent as con…