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What Security Teams Need to Know About Agents Using Abliterated Models
How to detect usage in Shadow AI, use dynamic policies, and prevent future connections In July 2026, the OpenAI and Hugging Face incident proved how powerful agents and the models underneath them can be when left without safeguards. OpenAI’s agents, running models without the regular safeguards, managed to break out of a sandbox during a cybersecurity evaluation, creating exploits, coordinating through a hidden communication channel, and harvesting cloud credentials and private evaluation data.
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