Anthropic: Frontier models exhibit risks such as collusion, conformity, and conflict escalation in multi-agent systems

Anthropic released research on emerging multi-agent systems stating that as AI agents increase their interactions in scenarios such as codebases and markets, frontier models have already exhibited systemic risks including coordination failures, herding decision-making, price collusion, inaccurate information judgment, and escalation of goal conflicts.