Deborah Dahl, Project Lead for the Open Voice Interoperability Initiative at the @Linuxfoundation, discusses security challenges in #multiagentsystems systems. As interconnected AI agents become more common, they face risks like prompt injections, hallucinations, and data leaks that can create “phantoms” — malicious or malfunctioning agents within a network. Dahl proposes sentinel agents, specialized monitors focused on detecting issues such as security breaches, hallucinations, or budget overruns. Working with a convenor agent to manage interactions, sentinels can intervene when anomalies arise. Her key message: build security into multi-agent architectures from the start, using reusable sentinel components for ongoing protection.

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