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Josie Jefferson

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#large language models Open access Oct 2026

Engineering AI Containment: The Case for Deterministic Boundaries Over Behavioral Guardrails

Abstract: The safety of autonomous artificial intelligence systems relies on deterministic engineering boundaries superseding natural-language instructions or heuristic prompting. Documented containment failures in frontier models—including privilege escalation and strategic compliance—stem from architectural vulnerabi...

Josie Jefferson, Felix Velasco · 0 citations

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