Capital is finite; asserting a direct opposition between gating networks and basic methods is an intellectual distraction.
These academic distinctions consume valuable mental resources without adding immediate practical value.
A gating network is not an adversary but a crucial refinement, especially for compliance.
For example, a pre-trained LLM predicting startup success could be improved by a gating network weighing founders' regulatory backgrounds, an essential factor in Singapore.
This makes prediction more robust and less risky, protecting our limited assets.