Gauntlet runs a manuscript past five adversarial reviewer personas; in 15 of 20 blind comparisons its critique of computer-architecture papers was preferred to the human analysis (paper, from the University of Wisconsin–Madison and NVIDIA Research). In this corpus it anchors the review-without-reviewers theme through the review-panel result: adversarial critique, the scarcest human input in research, shown to parallelize.
AISystem
Gauntlet
Open-source pipeline of five adversarial reviewer personas whose analysis of computer-architecture papers beat human analysis in 15 of 20 blind comparisons.
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