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Cheap Verifiers, Large Blind Spots: Measuring the Reliability Cost of Cost-Saving Cascades
arXiv cs.LG — Machine Learning
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What the source reports
Research reveals inference cascades fine-tuned on verifier rejections develop large blind spots, resulting in high rates of silent errors.