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The Containment Gap: How Deployed Agentic AI Frameworks Fail Public-Facing Safety Requirements

arXiv cs.AI · 2026-06-12 Cached

This paper audits LangChain, AutoGPT, and OpenAI Agents SDK for architectural safety guarantees and finds no native compliance with containment principles, demonstrating that memory poisoning can cause persistent failures; it introduces lightweight mechanisms to eliminate such attacks.

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