Teaching AI models what they dont know

MIT's Themis AI has developed the Capsa platform, which enhances machine-learning models by detecting and correcting unreliable outputs in real-time, thereby quantifying and addressing model uncertainty. This innovation aims to improve AI reliability in high-stakes applications across industries, preventing costly errors and increasing trust in AI systems.