Mathematician littmath: We Need Pre-Reading Signals to Filter AI-Generated Papers

littmath · x · 2026-10-07

In an exchange about refereeing scientific papers in the AI era, mathematician littmath argues humans can't referee all AI-assisted papers, so we need signals of value (like time invested by authors) before reading — and clarifies he favors maintaining existing quality signals rather than introducing new costly ones.

Related event: Mathematicians debate whether peer review can survive the flood of AI-generated papers(13 posts)→

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