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The Rollup

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Enhancing AI Performance through Contextual Evaluation

This chapter delves into advanced aggregation techniques for AI model outputs, emphasizing the use of proxy Shapley values to evaluate individual contributions. It showcases how contextual awareness can improve performance assessment and optimize decision-making in AI systems.

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