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Berkeley Describes Adaptive Parallel Reasoning: The Model Decides When to Branch
ResearchBerkeley BAIR

Berkeley Describes Adaptive Parallel Reasoning: The Model Decides When to Branch

BAIR breaks down Adaptive Parallel Reasoning, where the model decides when to split its reasoning into threads and how many to run. It compares ThreadWeaver, ParaThinker, Hogwild! and others.

Oct 27, 2026·3 min