Neural nets beat brains: backprop to the input is something neuroscience will never have

ShahabBakht · x · 2026-10-16

Responding to the claim that we can look inside neural networks to understand them, ShahabBakht notes the bigger advantage: you can backpropagate gradients all the way to the input. We may get close to looking inside brains someday, but backpropping through one will never happen — a capability that sets AI interpretability apart from neuroscience.

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