Themis AI has announced the public launch of its groundbreaking Capsa platform, designed to significantly enhance the safety and efficiency of AI models. Capsa provides machine learning engineers with the tools to de-risk their AI models using just a few lines of code. Following extensive pilot testing, Themis AI is eager to offer this innovative technology to a wider audience, driving forward the frontiers of AI safety and reliability.
- AI Model Safety
- Capsa addresses critical safety concerns such as hallucinations and unreliable outputs.
- It enables AI models to flag their own mistakes and quantify uncertainty.
- Efficient Model Updates
- The platform allows for rapid updates to any AI model’s architecture within seconds.
- Enhances the model’s ability to handle uncertainties, both aleatoric and epistemic.
- Cross-Framework Support
- Initially supports AI models developed in PyTorch, TensorFlow, and Keras.
- JAX support is forthcoming.
- Cost Reduction
- Reduces compute costs associated with developing safe AI models.
- Valuable in a landscape where AI resources are expensive and scarce.
- Ease of Use
- Provides a simple Python interface for integrating uncertainty quantification into models.
- Accessible for a broad range of enterprises and developers.
Expert Insights
- Dr. Stewart C. Jamieson, Head of Technology at Themis AI, emphasizes that Capsa builds on MIT research to provide a unique and efficient approach to AI safety. The platform is poised to benefit any business using AI models, aiming for responsible AI deployment.
- Dr. Daniela Rus, Co-Founder of Themis AI and Director of MIT CSAIL, highlights Capsa’s transformative technology that prevents costly model errors and extends AI applications in safety-critical areas like robotics and autonomous driving.
- Dr. Alexander Amini, Co-Founder of Themis AI and MIT PhD, anticipates a future where Capsa’s tools become standard for developing uncertainty-aware AI systems across industries.
Capsa represents a significant advancement in AI model safety and efficiency. By enabling AI models to self-assess and address uncertainties, Capsa empowers developers and businesses to deploy AI with greater confidence and reduced risk. The platform’s ease of integration and support for major machine learning frameworks make it a valuable asset for any enterprise committed to advancing AI technology responsibly.
