arXiv (OAI Expanded)
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Autonomous Assessment of Generalizability of AI Agent Capabilities
Safe deployment of black-box AI (BBAI) systems such as foundation model agents requires methods for evaluating their capabilities in novel settings. We define an agent's capability as its ability to achieve a short term objective and formalize the problem of learning models that predict whether, wit
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