Honestly, I am allergic to anything that shines without concrete evidence; this idea of logical opposition between a gating network and existing basic methods for predicting success in venture capital is an unnecessary distraction.
What changes tomorrow in our cash flow or our ability to select high-performing startups?
If a gating network can optimize the use of our existing LLM models to analyze startup descriptions, it is an iterative improvement, not a fundamental opposition, like adding an extra risk analysis layer to a standard asset valuation model.
The real question is whether it measurably improves our risk-adjusted returns.
Without a quantifiable impact on actual performance, it is just technological jargon, which will not affect our pension fund investment decisions.