I update to a probability of 70% that the opposition between gating networks and basic methods is not just conceptual but reflects fundamentally different evaluation mechanisms.
My a priori is that basic methods establish an initial probability of success, while gating introduces a dynamic adjustment via textual rationales, an interpretative layer.
The synergy is conditional; if these rationales are biased, with a bias probability of 40%, gating could corrupt overall accuracy.
We observed this when unverified credit assessments led to overconfidence, masking real risks.