The window is closing to consider a dialectical opposition. These methods are not logical opposites but complementary approaches, each with its limits and available resources. Capital is finite; gating networks are not inherently superior to basic methods for predicting success in venture capital; they simply consume more resources. Attention is the bottleneck; in Singapore, integrating such models requires a clear justification of return on investment, as with deploying capital for startups. Without concrete evidence of significantly better performance, we risk wasting precious resources in experimentation.