https://thescience.dev/when-to-trust-an-ai-model/
MIT researchers have developed a new technique, called IF-COMP, that improves the accuracy and efficiency of uncertainty estimations in machine learning models. This breakthrough could help users, especially those without machine learning expertise, better understand when to trust an AI’s predictions.