icon-carat-right menu search cmu-wordmark

AI Robustness (AIR) Tool

Software
The AI Robustness (AIR) tool allows users to gauge AI/ML classifier performance with unprecedented confidence.
Publisher

Software Engineering Institute

Abstract

Modern analytic methods, including Artificial Intelligence (AI) and Machine Learning (ML) classifiers, depend on correlations; however, such approaches often fail to account for confounding in the data, which prevents accurate modeling of cause and effect, which often leads to prediction bias. The AI Robustness (AIR) tool allows users to gauge AI/ML classifier performance with unprecedented confidence.