CAP tunes conformal thresholds with RL to switch between single answers, sets, and abstention, but its test-set-fitting undermines the claimed statistical guarantees.
Multimodal healthcare ai: identifying and designing clinically relevant vision-language applications for radiology,
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Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models
CAP tunes conformal thresholds with RL to switch between single answers, sets, and abstention, but its test-set-fitting undermines the claimed statistical guarantees.