"Aidan Gomez argued that some uncertainty is irreducible and that making a model larger cannot reveal genuinely random or unobservable information."
At about 40:58, Gomez says there is irreducible uncertainty in the world and that a bigger model cannot make genuinely random or unobservable things knowable.