New paper: LLM simulators can evaluate AI control protocols without real deployments

jammastergirish · x · 2026-10-24

Redwood Research's Buck Shlegeris highlights a new paper by Jeffrey Olmo: can we evaluate how well monitors prevent agents from causing harm without running them in deployment? The paper shows models can accurately simulate deployment-specific environments, making it far more feasible to evaluate control protocols with LLM simulators instead of real environments.

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