>I conclude that "An algorithm that searches for the highest probability answer" is not described by "reasoning"

I recall reading about a theory of neurology where many thoughts (neural circuits) fired simultaneously and then one would "win" and the others got suppressed. The closest thing I can find right now is Global Workspace Theory.