AI lowers the cost of generating plausible scientific artifacts without lowering verification costs, so the paper proposes blueprints as typed graph components that decompose claims, evidence, and assumptions to enable cheaper downstream verification.
A large-scale randomized study of large language model feedback in peer review.Nature Machine Intelligence, pages 1–11
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Toward an Engineering of Science: Rebalancing Generation and Verification in the Age of AI
AI lowers the cost of generating plausible scientific artifacts without lowering verification costs, so the paper proposes blueprints as typed graph components that decompose claims, evidence, and assumptions to enable cheaper downstream verification.