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We Assumed the Workload Was the Adversary. Last Week Proved Why.

The July 2026 OpenAI–Hugging Face incident showed that autonomous AI can turn a trusted workload into an internal adversary. Five control failures make the case for hardware-enforced Sovereign Architecture.

Jul 23, 2026 14 Min Read
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