Crisanne Nolan

• Podcast Drift in data and concept, evolving edge cases, and emerging phenomena can undermine the correlations that AI classifiers rely on. In this podcast, SEI researchers discuss a new tool to help improve AI classifier performance.

In recent years, machine learning operations (MLOps) has emerged as a critical discipline in the field of artificial intelligence and data science. But what exactly is MLOps, and why is it so important? Much of our work here in SEI's AI Division involves establishing and demonstrating best practices in engineering mission-critical AI systems.