What is 'truly artificial'?

Neural networks are modeled after biological systems to begin with, I don't the that's a meaningful concept at all.

Well, we can extend that to say the biological systems are self-assembled randomly and selected through evolutionary algorithms, starting from random molecules on the sea floor.

Truly artificial means not using meatspace metaphors for reasoning like human players do.