AINeutralarXiv – CS AI · 18h ago6/10
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Evaluating AI Investment Strategies
Researchers present a mathematical framework for auditing black-box algorithmic decision-makers by decomposing cumulative regret into per-period covariances between costs and policy decisions. The model-free approach enables practical auditing of sequential decision systems, with applications to platform mechanisms, repeated games, and algorithmic trading strategies without requiring access to private agent information.
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