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This research paper investigates how human personality traits and AI design characteristics jointly impact human-AI interactions in imperfectly cooperative scenarios using both simulated datasets (2,000 simulations) and human subjects experiments (290 participants). The study finds significant divergences between simulation and real-world interactions, with AI transparency emerging as a critical factor in actual human-AI encounters.