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2 results for “MATH-500”

1. Research · Agents

   Stepwise LLM routing cuts multi-agent workflow costs while preserving quality

   ProgRouter: Online Progress-Guided Orchestration for Multi-Agent LLM Workflows under Quality-Cost Tradeoffs

   ProgRouter selects an LLM at each workflow step using estimated task progress, time constraints, and long-term cost efficiency.

   27 Aug 2026Aston University, Queen Mary University of London, University of Exeter

2. Research · Agents

   More Harness Programs Do Not Necessarily Produce Useful Specialization

   More Programs or More Rolls? Separating Coverage from Specialization in LLM Harnesses

   Controlled comparisons show that apparent gains from diverse LLM harnesses can be matched by repeated runs of identical code.

   MATH-500: 2.16 pts oracle headroom (as reported)

   30 Sept 2026The Chinese University of Hong Kong, New Laboratory of Pattern Recognition (NLPR), State Key Laboratory of Multimodal Artificial Intelligence Systems (MAIS)Code