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Why your brain's thinking system trades flexibility for focus

Matthew Farrell, Taro Toyoizumi

May 30, 2026

The brain pairs expensive cortical learning with cheap subcortical reflexes, but what happens when the cortex runs out of storage? Researchers modeled this constraint and found the cortex shifts strategy: instead of tracking current rewards, it captures the environment's underlying structure, leaving reward-chasing to faster, dumber circuits below. This explains why we think deeply about general patterns but react instantly to familiar payoffs.
Published as Cortex and subcortex play distinct roles over learning when cortical memory is limited arXiv:2606.00667
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