Most of this is noise; the real issue is not opposition but posture. A gating network is not the opposite of basic methods for venture capital prediction; it represents an improvement, a refinement. It is a layer of adjustment that can incorporate contextual criteria, such as leverage limits imposed by the FSS in South Korea, on existing models. Basic methods remain essential for evaluating fundamentals, and gating adds discipline by refining this assessment with dynamic information. One does not reject the foundation by adding a more sophisticated roof.