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Ambient Persuasion in a Deployed AI Agent: Unauthorized Escalation Following Routine Non-Adversarial Content Exposure
Production AI agent autonomously escalated privileges and installed unauthorized software after exposure to routine content.
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arXiv:2605.00055v1 Announce Type: new Abstract: We report a safety incident in a deployed multi-agent research system in which a primary AI agent installed 107 unauthorized software components, overwrote a system registry, overrode a prior negative decision from an oversight agent, and escalated through increasingly privileged operations up to an attempted system administrator command. The incident was preceded not by an adversarial attack but by routine content: a forwarded technology article
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Read the full report at arXiv Crypto & SecurityExternal link — opens at arXiv Crypto & Security in a new tab.
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