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 as an understanding of model reliability is needed for proper quality assurance.
Themis AI is an MIT CSAIL spin-off founded in 2021.