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Foundation models in neuroscience predict brain activity at unprecedented accuracy. But prediction ≠ understanding, and we should avoid conflating the two. New essay now out:
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open.substack.com
The Imitation Game
Foundation models in neuroscience: representational alignment versus mechanistic understanding
Renato Duarte