Okie-dokie, Casey Handmer edition

Casey Handmer is prototyping an automated peer review project that uses current AI models to produce human-level peer review for about $0.10 of tokens per paper, with a $5 tier that rederives every result, checks every statistical inference, and audits every cited paper in both directions. Handmer notes the scientific corpus contains roughly 100 million papers, most of which are not important. The post appeared on Marginal REVOLUTION.

I’ve been prototyping an automated peer review project. With current models you get human level peer review for about $0.10 of tokens. For $5 you can rederive every result, check every statistical inference, and audit every paper cited in both directions. There are about 100m papers in the scientific corpus. Most are not important. Many … The post Okie-dokie, Casey Handmer edition https://marginalrevolution.com/marginalrevolution/2026/10/okie-dokie-casey-handmer-edition.html appeared first on Marginal REVOLUTION https://marginalrevolution.com .