Neuroscience Citations in AI Papers Are Mostly Hand-Waving, Field Gap Widens

ShahabBakht · x · 2026-10-27

In a thread, the author observes that neuroscience citations in AI papers are almost always textbook common knowledge, invoked mainly to hand-wave a connection to the brain for validation—biological mechanisms rarely become novel architectures or learning rules. He attributes this partly to broken communication channels: AI folks lack incentives to follow recent neuroscience, while neuro researchers have little interest in translating findings for the AI audience.

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