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#graph-theory

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multi-agent agents-frameworks spectral-analysis llm-topology crewai autogen

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Agents & Frameworks

Spectral Analysis of LLM Agent Graphs Predicts Three Failure Modes: r=1.0, 0.5, and -1.0 on Qwen2.5

A new paper applies the successor representation to multi-agent LLM graphs, finding condition number perfectly predicts perturbation robustness (r_s=1.0) while spectral.
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