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The Faculty Research Lab exists to push the boundaries of what AI can do, so we cancontinue to provide our customers with the safest, highest performing AI in the world. We’re not content with being the best AI provider in the market. We’re here to be the best in the world at expanding and exploring AI’s potential.
Our focus has been on researching novel techniques that improve (probabilistic) models for many types of AI systems and the way in which data is represented by those models.
We’ve used these developments to significantly improve the performance and safety of our customers’ AI systems across all data types: voice fingerprinting, document processing, image representation, and tabular data processing.
OUR PAPERS ON MACHINE LEARNING
With a clear focus on application in high-stakes, real-world problems, these developments are being used everyday in critical applications from Healthcare to Financial Services, helping humans engage with AI systems to make better decisions.
We study the risks of AI systems across the four main pillars of AI Safety:
OUR PAPERS ON AI SAFETY