AINeutralarXiv – CS AI · 8h ago6/10
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Beyond Fixed Budgets: Characterizing the Inelasticity and Limitations of Tree-of-Thought Reasoning Strategies
Researchers evaluated two Tree-of-Thought (ToT) search strategies for improving LLM reasoning and found that both methods have fundamental limitations under different computational constraints. DPTS struggles with low-budget scenarios due to cold-start bottlenecks, while SSDP depletes its search frontier through aggressive pruning, suggesting adaptive strategies are necessary for effective reasoning across varying resource levels.
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