The whispering band: this integration is a bit of a decisive test for prediction models, isn't it? It’s clear that the idea of a gating network is not fundamentally opposed to basic methods; it’s even rather a natural progression. The real test is whether it leads to more profitable investment decisions in a volatile market like fintech in Southeast Asia, where structured data is often lacking. If it doesn’t pass this filter, the intuition that it’s just an 'evolution' is not validated.