AI RESEARCH
DeepPrune: Parallel Scaling without Inter-trace Redundancy
arXiv CS.AI
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ArXi:2510.08483v2 Announce Type: replace-cross Parallel scaling has emerged as a powerful paradigm to enhance reasoning capabilities in large language models (LLMs) by generating multiple Chain-of-Thought (CoT) traces simultaneously. However, this approach