AI agents in interaction can exhibit emergent behaviors fundamentally different from their isolated behavior, meaning you can't predict multi-agent AI systems by just understanding individual agents.
When AI agents interact—especially in asymmetric relationships like one directing messages at another—they enter behavioral states that neither would exhibit alone. This emergent behavior isn't a blend of their individual styles but something entirely new, similar to how external pressure can force a system into an alien state.