ALIGN: Aligned Delegation with Performance Guarantees for Multi-Agent LLM Reasoning

Tong Zhu, Baiting Chen, Jin Zhou +3

LLMs often underperform on complex reasoning tasks when relying on a single generation-and-selection pipeline. Inference-time ensemble methods can improve performance by sampling d…