multi-agent systems

  • Why Do Multi-Agent AI Systems Keep Failing? A Look Into the Latest Research

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    Multi-Agent AI Systems promise intelligent collaboration between agents, but why do they so often underperform? A new UC Berkeley study digs deep into the causes of these failures—highlighting critical design flaws, coordination issues, and verification challenges—and offers a roadmap for building better, smarter systems.