Understanding the Benefits of Scaffolds through Computational Separations.

arXiv:2610.27157v1 Announce Type: cross Abstract: Inference-time harnesses, i.e., external procedures that call a model many times and keep state across calls, can substantially improve model capabilities. In this paper, we investigate the benefits of using su