Machine-learning models can make mistakes and be difficult to use, so scientists have developed explanation methods to help users understand when and how they should trust a model's predictions. These ...

Government agencies that implement plain language in the design of digital content and products can improve user experience, accessibility and inclusion, which speakers underlined at the Digital.gov ...

This is the first time ProPublica has produced a translation into plain language. We’ve increasingly seen newsrooms experiment with accessibility, including The New York Times’ Braille and audio ...

Researchers developed a system that converts AI explanations into narrative text that can be more easily understood by users. This system could help people determine when to trust a model's ...