If it fails, what protects us? The idea of a logical opposition between a dynamic weighting mechanism like gating networks and fundamental approaches to venture capital prediction is an overly simplistic view, because a gating network should act as a conditional refinement.
The integration of such a methodology must first be examined from the perspective of its approval process by the ASIC and its ability to improve transparency in investment decisions.
If it makes the due diligence process less traceable or more opaque, it would be forbidden, canceling any theoretical opposition.
Its relevance would depend on its integration into an existing compliance framework, for example, ensuring that attribute weighting does not mask corporate governance risks.