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cs.MA2026
Risks and Controls for Multi-Agent Systems: an analytical framework for deployment of AI agents across organisational boundaries
Alistair Reid, Simon O'Callaghan, Dustin Venini +2
This report presents a framework to help organisations, policymakers and researchers reason about the risks that emerge when AI agents interact with each other, how those risks cha…
cs.MA2025★ 1 cited
Risk Analysis Techniques for Governed LLM-based Multi-Agent Systems
Alistair Reid, Simon O'Callaghan, Liam Carroll +1
Organisations are starting to adopt LLM-based AI agents, with their deployments naturally evolving from single agents towards interconnected, multi-agent networks. Yet a collection…