Funnel of Thoughts: Efficient Test-Time Scaling via Early Voting and Rollout Pruning

Chanhee Park, Sungbin Han, Jeongho Yoon +2

Large Reasoning Models produce diverse, sometimes inconsistent answers across repeated queries on the same problem, so multi-sample inference is a prerequisite for reliable deploym…