Adaptive Test-Time Compute Allocation with Evolving In-Context Demonstrations

arXiv:2604.21018v1 Announce Type: new Abstract: While scaling testtime compute can substantially improve model performance, existing approaches either rely on static compute allocation or sample from fixed generation distributions.