Preprint
Aug 2026
Learning When to Think: Adaptive Reasoning for Test-Time Compute Allocation
A reasoning model is built that adaptively chooses how much to reason for each problem, and the brief modes end up more accurate than \textsc{Long}, which shows that the router sorts problems by difficulty rather than at random.
Gijs Kassenaar, Zhao Yang, Vincent François-Lavet
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