Human tests should not be applied to AI to measure traits like intelligence due to calibration, validity, contamination, and prompt sensitivity issues; develop AI-specific evaluation frameworks instead.
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Develops an optimization strategy for fair allocation of scarce medical resources that prioritizes vulnerable populations based on exposure while balancing geographical coverage and demographic fairness.
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Position: Stop Evaluating AI with Human Tests, Develop Principled, AI-specific Tests instead
Human tests should not be applied to AI to measure traits like intelligence due to calibration, validity, contamination, and prompt sensitivity issues; develop AI-specific evaluation frameworks instead.
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Fair and Diverse Allocation of Scarce Resources
Develops an optimization strategy for fair allocation of scarce medical resources that prioritizes vulnerable populations based on exposure while balancing geographical coverage and demographic fairness.