2026
Position: Multi-Agent Systems Should Prioritize Concurrency Control
ICML 2026poster
LLM-based multi-agent systems (MAS) promise scalable collaboration, yet adding agents often *reduces* reliability. This position paper argues that many MAS failures are fundamentally **concurrency control problems**: agents concurrently read and write shared state, and long LLM inference windows amp…