[Marshferm]

Neurobio is built from the base units of consciousness outwards, not intuited interpretation. Eg prediction has nothing inherent to do with consciousness directly. That’s a process imposed on brains post hoc.

https://pubmed.ncbi.nlm.nih.gov/38579270/

And

https://mitpress.mit.edu/9780262552820/the-spontaneous-brain...

Easily refute prediction or error prediction as fundamental.

The path to intelligence or consciousness isn’t mimicry of interpretation.

In terms of strong definitions, start at the base, coders: oscillation, dynamics, Topologies, sharp wave ripples, and I would say roughly 60 more strongly defined material units and processes. This reverse intuition is going nowhere and it’s pseudoscientific nonsense for social media timeline filling.

[orbital-decay]

I started writing the counterargument, but somehow I think you have a weird idea of what both interpretability in ML and neurobiology are, especially seeing how you're dealing with things nobody has a full idea about in such absolutes

[Marshferm]

Fundamentally incorrect across the board. we study ML for any signs of parallel function even from a tinkering level. Nope.

Look at Unlocking The brain both volumes, rhythms of the brain and the brain from inside out, and these are the tip.