Do More Predictions Improve Statistical Inference? Filtered Prediction-Powered Inference

Shirong Xu, Will Wei Sun

Recent advances in artificial intelligence have enabled the generation of large-scale, low-cost predictions with increasingly high fidelity. As a result, the primary challenge in s…