Effectively assessing the intricate dynamics of human-AI collaboration presents a substantial challenge. This review delves into the subtleties of evaluating such collaborations, exploring multifaceted methodologies and metrics. Furthermore, it examines the significance of implementing a structured incentive structure to stimulate optimal human-AI

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