Neural networks never deal with knowledge in any kind of legitimate fashion. It will always have epistemic issues because that’s their underlying nature.
Additionally, it’s a house of cards that’s brittle and collapses if anything is out-of-range of the model’s data. The actual “range” being the entire real world and the entirety of human knowledge.
https://davidhsing.substack.com/p/why-neural-networks-is-a-bad-technology
Dave5 
Leave a comment