NYU Prof: Future Papers Will Look Like Nature's—6 Pages for Humans, 150 for Machines

ipeirotis · x · 2026-10-25

NYU professor ipeirotis argues AI should handle first-round peer review only if paired with verification and reproducibility packages, with humans arbitrating taste and importance. His prediction: every paper will end up looking like a Nature/PNAS paper—a 6-pager for humans plus a 150-page supplement of full experiments mainly for machines to review, backed by automatic reproducibility checks. Everything will look the same as today, but the foundations will have completely changed.

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