The engineer is doing the work, not the model.
One exam phase runs with generative AI disabled entirely, and it is a pass/fail gate no score elsewhere can compensate for. The oral defense also runs with the models off — the board picks lines out of their code and their report and asks them to explain it, live, unprepared.
They can do your engagement with the AI unplugged. It just takes them longer.