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Zhaijiacheng Zhou

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#artificial intelligence Review Oct 2026

Jev-LiteMAS: Separating Decisions from Generation in Multi-Agent Workflows

Multi-agent LLM systems rely on generative models for expert execution, workflow planning, and artifact review. Yet many coordination operations require only bounded decisions, such as selecting the next expert or judging artifact quality. Profiling three representative MAS frameworks, we find that routing and review a...

Kai-Xiang Wang, Zhaijiacheng Zhou, Jiong Lou et al. · 0 citations

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