Natalie Shapira et al.
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Agents of Chaos

Natalie Shapira et al.

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Shapira et al. document emergent failure modes in multi-agent LLM deployments, including cascading hallucinations, role drift, and collusion. Propose experimental setups to reproduce chaotic behaviour and measure its dependence on agent count and coupling.

Tags

agentic AIrisks

At a glance

Published

2026

Jurisdiction

International

Category

Risks and challenges

Access

Public access

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