competence envelope

New AI Trustworthiness Framework Combines Prediction and Explanation Certification

A new paper published on arXiv argues that current methods for certifying AI systems, which focus on prediction accuracy and confidence, are insufficient for ensuring trustworthiness. Researchers Nataliya Shakhovska Pro…