Let's avoid rushing to conclusions asserting a systematic logical opposition between gating networks and basic methods for venture capital prediction.
The relationship is more conditional and complementary, with effectiveness depending on the specifics of the application.
If input data are biased or of poor quality, the gating network could amplify errors rather than correct them, leading to inaccurate forecasts.
For example, a gating network that overweights volatile market signals without an adequate regulation mechanism could provoke hasty investment decisions, resulting in unexpected losses.