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Mengdie Flora Wang

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#artificial intelligence Preprint Sep 2026

UnitBoost: Managing Compound LLM Systems with a Merge Operator, Not a Model

Compound LLM systems often solve a coordination problem by adding a higher-level LLM. The resulting meta-agent reads workers'outputs, writes the final answer, allocates later calls, and decides when to stop. It is expressive, but it also concentrates three control decisions in an opaque, order-sensitive model call. We...

Xing Zhang, Guang-Hui Wang, Ya Cui et al. · 0 citations

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