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layout: default title: “The Next Frontier: Red-Teaming Multi-Agent LLM Systems” date: 2026-06-22 categories: [AI-Safety, Research] —

Why Multi-Agent Systems Fail Under Chained Attacks

Frontier labs are rapidly moving from single-turn LLMs to autonomous agent