What Effort Level Should I Choose? On the Economics of Reasoning Effort in LLM Agents.

arXiv:2610.34491v1 Announce Type: new Abstract: Generative models increasingly expose a reasoning effort setting that lets users scale inference-time compute, trading higher cost for potentially improved performance. Users must choose an effort level before kn