Most of this is noise; the gating network is not fundamentally opposed to basic methods of venture capital prediction but offers a refinement of the stance.
These are different tools, not direct adversaries, and their usefulness depends on their disciplined application.
A gating network can improve basic methods by integrating textual evidence and company attributes for better decision-making.
For example, a basic LLM could identify opportunities, while a gating network would weight viability based on the regulatory background of South Korean chaebols, which is a critical factor for local success.