AI-Assisted Decision Making with Human Learning

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AI systems increasingly support human decision-making. In many cases, despite the algorithm’s superior performance, the final decision remains in human hands. For example, an AI may assist doctors in determining which diagnostic tests to run, but the doctor ultimately makes … Continued

What Limits LLM-based Human Simulation: LLMs or Our Design?

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We argue that advancing LLM-based human simulation requires addressing both LLM’s inherent limitations and simulation framework design challenges. Recent studies have revealed significant gaps between LLM-based human simulations and real-world observations, highlighting these dual challenges. To address these gaps, we … Continued

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