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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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S. S

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Information-Theoretic Limits of Scenario-Based Validation for Agentic Artificial Intelligence

This paper formalizes deployment behavior as a random variable over an expansive scenario space and characterize validation as the acquisition of finite information through observed interaction trajectories, and delineates principled boundaries on certifiable claims for agentic AI systems.

S. S · 0 citations

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