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Ben Rachmut

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#artificial intelligence Book Open access May 2026

Symbolic Guidance for LLM Agents in Distributed Multiagent Coordination

The Symbolic Guidance Taxonomy (SGT) is introduced, which characterizes a spectrum of autonomy ranging from open-ended natural language reasoning to fully prescribed algorithmic execution, with intermediate levels providing partial pseudocode guidance, and shows that intermediate autonomy levels consistently outperform...

Ben Rachmut, Ning Zhang, Yevgeniy Vorobeychik et al. · 1 citation

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