04:00
2026-07-01
arxiv.org
large-language-models
When Does Learning to Stop Help? A Cost-Aware Study of Early Exits in Reasoning Models
Researchers introduced LearnStop, a cost-aware early-exit method for reasoning language models that learns when to stop computation based on online features like answer confidence and entropy. Across …