i buy this. cf the “lossy jpeg of the web” analogy; sure there’s structure: we put it there!
Knowledge is compression https://en.wikipedia.org/wiki/Hutter_Prize
To be fair, I don’t see a categorical difference between human intelligence and compression either
I mean we don't live in the chaos realm, atoms make molecules, those molecules make structures, those structures make cells, organs, lifeforms.
yes, sure: you should expect a well trained NN to have an internal structure that approximates that of the statistical distribution of encoded features of the training data into the latent space of the model.
that’s very nearly the definition of “trained”.