AutoControl Arena: Synthesizing Executable Test Environments for Frontier AI Risk Evaluation

AutoControl Arena is an automated framework that evaluates frontier AI risks by decoupling logic from narrative. It creates executable testing environments using a three-agent system: Architect, Coder, and Monitor. This method prevents logic hallucinations while systematically stress-testing models across 70 scenarios to uncover hidden safety risks.

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