MIT Spinout Themis AI Tackles Uncertainty in AI Models
Summary
Themis AI, an MIT spinout co-founded by Professor Daniela Rus, has developed Capsa, a platform that can work with any machine learning model to detect and correct unreliable outputs in seconds by quantifying model uncertainty and addressing knowledge gaps.
Key Points
- Themis AI quantifies uncertainty in AI models to detect and correct unreliable outputs before causing problems.
- The company's Capsa platform can work with any machine learning model to identify ambiguity, incompleteness, or bias.
- Themis AI aims to enable reliable AI deployment in high-stakes applications across various industries like pharmaceuticals, telecommunications, and autonomous driving.