Isn't this analogous to trying to understand human cognition by using human responses to inputs, e.g. the endeavor of cognitive science? Just in the case of inf

Isn't this analogous to trying to understand human cognition by using human responses to inputs, e.g. the endeavor of cognitive science? Just in the case of inferring the ML architecture, there's a smaller hypothesis space than for what we think people are doing.