When Is Thinking Enough? Early Exit via Sufficiency Assessment for Efficient Reasoning
arXiv:2604.06787v1 Announce Type: new
Abstract: Large reasoning models (LRMs) have achieved remarkable performance in complex reasoning tasks, driven by their powerful inference-time scaling capability. However, LRMs often suffer from overthinking, wh…