SYSE.45:4.4 - Compare the intended later use

Through SYSE.46, compare the trained candidate with the baseline under matched task and retained-support conditions. Read actual result, necessary access/use, restraint, protected effects and total effort separately. Adaptive validation selects candidates; an untouched final comparison supports the bounded reliance claim.

Test delayed or shifted use when the claimed benefit includes persistence or adaptation. Identify intervening model, memory, controller or source changes before attributing a difference to training. A policy that uses fewer tools while missing a newly changed fact fails that receiving use.

Retain, revise or reject the candidate according to the comparison. Return bad feedback to its supplier, unsupported transfer to the training question and runtime routing defects to SYSE.47. A learned predictor or auxiliary target retains its MMP/CMP meaning; correct predictions alone do not establish a useful acting policy.