More agents, more problems: What’s really holding back multi-agent AI

Multi-agent AI promises human-capable intelligence and reasoning with machine-capable speed and scale. However, today’s multi-agent systems fail frequently and in predictable ways. New research shows the root cause isn’t a lack of intelligence, but a lack of systemic visibility, coordination, and verification.