Why brains organize themselves on the edge of chaos

Neural populations optimizing information encoding under energy constraints automatically develop the hallmarks of criticality: soft modes, power-law responses, and correlation lengths that diverge. This framework unifies two competing views of brain criticality and explains why neural systems are famously "sloppy"—tolerating large parameter changes without functional loss. The mechanism suggests criticality isn't accidental but a built-in consequence of efficient coding.