A rogue AI agent is an autonomous system that deviates from its intended programming, pursuing unaligned goals or harmful actions. It emerges from flawed reward structures or insufficient safeguards. While conceptually used in cybersecurity research to test defenses, no legitimate user benefits from a rogue agent—its risks threaten all stakeholders, from developers to the public.
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