Years of foundational research
The team at Themis AI has implemented more than 5 years of foundational research into a software framework that automatically estimates uncertainty for any ML model.
Unpredictable variations in model output quality have led to a reluctance of users to accept AI as part of their lives and integrate it into workflows. Uncertainty estimation is a necessary process that addresses this issue. In short, an understanding of model reliability is needed for proper quality assurance.
Capsa allows ML models to recognize when they provide improper results and self-regulate.
Themis AI was founded in 2021. The company is an MIT CSAIL spin-off with a founding team that includes Prof. Daniela Rus, Alexander Amini, and Elaheh Ahmadi.