More Data, Worse Decisions? Preference Reversals in Neural Networks under Gram Incompatibility

Yanli Yan, Yuanzheng Li, Yong Zhao +2

Neural networks increasingly combine data across populations, time periods, and operating conditions to improve generalization. This raises a reliability question: whether a model…