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Today we’re releasing research with Apollo Research. In controlled tests, we found behaviors consistent with scheming in frontier models—and tested a way to reduce it. While we believe these behaviors aren’t causing serious harm today, this is a future risk we’re preparing

We tested Sonnet-4.5 before deployment - Significantly higher verbalized evaluation awareness (58% vs. 22% for Opus-4.1) - It takes significantly fewer covert actions - We don't know if the increased alignment scores come from better alignment or higher eval awareness