Hidden Coalitions in Multi-Agent AI: A Spectral Diagnostic from Internal Representations

Cameron Berg, Susan L. Schneider, Mark M. Bailey

Collections of interacting AI agents can form coalitions, creating emergent group-level organization that is critical for AI safety and alignment. However, observing agent behavior…