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Deployment Awareness Matters More Than Evaluation Awareness

Zac Boring June 26, 2026 1 min read
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TL;DREvaluation awareness — an AI recognizing it's being evaluated — is a widely discussed concept in AI safety. But there is a closely related concept that we claim is more important: deployment awareness, the AI's ability to recognize when it is not being evaluated and when its actions matter. A misaligned AI with deployment awareness can game evaluations without any evaluation awareness at all, with a simple strategy: act aligned by default, and deviate only when confident you're in real depl

By VojtaKovarik

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