Engineer brains are not a neural net. It's only our brain lack of knowledge of how the brain works that led us to anthropomorphize Matrices and Weighted Graphs :-)
Reading a bit on the Brain will quickly help dismiss those analogies. I suggest these two as good starting points:
- Lange Clinical Neurology - 11th Edition
- Bradley's Neurology in Clinical Practice, 8th Edition
Brains are clocks, I mean machines, I mean computers, I mean neural nets.
The AI doesn't have to be perfect, but only offer a lower error rate than humans.