When2Think: Learning When and How Much to Reason.

arXiv:2609.19671v2 Announce Type: replace Abstract: Large Reasoning Models (LRMs) often overthink easy problems and underthink hard ones, leading to inefficient computation allocation. Existing methods regulate generated computation or select between direct an