The weighting of evidence is a control mechanism, not opposition to fundamental prediction methods in venture capital.
A gating network refines the integration of multi-source evidence, it does not cancel it, it makes it more precise.
Basic methods, like those used by Korean venture capital funds for tech startups, remain the foundations.
Considering this as a dialectical opposition rather than an improvement ignores the discipline required for system evolution.
For example, an embedding model remains relevant; gating simply optimizes its application.