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ROC-n-reroll: How verifier imperfection affects test-time scaling
arXiv cs.LG — Machine Learning
Factual evidence
What the source reports
New theoretical research proves how verifier errors bound the performance gains of test-time compute scaling methods like Best-of-N.
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