Glossary · Term

peer review

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Definition

Plain language

Other researchers reading a paper before publication to check whether it holds up.

As stated in the literature

Pre-publication evaluation by domain experts; TRACES treats it as a slow, overloaded and demonstrably permeable verifier for scientific claims.

Why it matters: It is the main quality gate before publication, and every retracted paper in this study passed through it.

For example, a journal sends a submitted manuscript to two or three researchers in the same field, who read it and recommend acceptance, revision or rejection.

Heard on the show

“Validation is a six-month experiment, or it's peer review, which is slow, overloaded, and demonstrably permeable to fabricated work.”
Episode 240 — Frontier Models Designed Follow-Ups To Fraudulent Papers 93% Of The Time

Mentioned in 8 episodes

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    Frontier Models Designed Follow-Ups To Fraudulent Papers 93% Of The Time
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    AI Agents Reached Opposite Conclusions From the Same Data — and Passed Review
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    A Coding Agent Found a Hole in a Peer-Reviewed STOC Proof for Five Dollars
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    How a Crowd of Anonymous AI Agents Broke a 40-Year Math Record
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    Giving Agents a Notebook Instead of New Weights: How ExpGraph Lets Frozen Models Learn
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    Seven Wins to Zero: How Organizing AI Agents Like a Lab Changes the Search
  8. 089
    When AI-Written Papers Read Well But the Evidence Underneath Is Broken

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