> [the brain] is able to do all the things it can do without the luxury of parallel training and tuning.
I beg to differ. Newborn babies can hardly do anything. Their brains are undergoing "parallel training and tuning" 24/7 starting even before they are born. Babies train themselves on thousands of hours of visual stimuli to gain the 3D object recognition capabilities to reliably identify objects such as mugs.
Newborn babies can hardly do anything because their parameters have not been set; but their hyperparameters (things like, to use NN analogies: activation function, learning rate, etc.) are baked in.
Right. Evolution picked the hyperparameters, and experiential learning picks the parameters. (To first order; certainly there are some instinctual behaviors programmed by evolution and I wouldn't be surprised if some hyperparameters are influenced by experience as well.)
I beg to differ. Newborn babies can hardly do anything. Their brains are undergoing "parallel training and tuning" 24/7 starting even before they are born. Babies train themselves on thousands of hours of visual stimuli to gain the 3D object recognition capabilities to reliably identify objects such as mugs.