Evaluating Large Language Models' Technical Analysis of Computer Architecture Research Papers

This study evaluates Gauntlet, an open-source pipeline for analyzing computer architecture papers using multiple expert personas and adversarial synthesis. Results show Gauntlet outperforms human analysis in technical rigor, with multi-agent structure driving significant improvements in critical evaluation.

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