cs.CL

Model Capability Dominates: Inference-Time Optimization Lessons from AIMO 3

arXiv:2603.27844v1 Announce Type: new
Abstract: Majority voting over multiple LLM attempts improves mathematical reasoning, but correlated errors limit the effective sample size. A natural fix: assign structurally different reasoning strategies to dif…