Author

N. Khan

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Preprint Aug 2026

Certifying Collective Reasoning in Multi-Agent Systems via Koopman Spectral Analysis

A novel framework based on Koopman operator theory is developed and validates its theoretical guarantees on multi-agent consensus dynamics, making spectral certification a practical layer for trustworthy collective reasoning.

N. Khan, Indrakshi Dey · 0 citations