Diana Pfeil: Building Confidence in Probabilistic Systems

Machine learning systems can degrade even when the underlying code has not changed. Diana Pfeil of Sunbeam Consulting joins Robby Russell on Maintainable to explain how changing data, model behavior, and non-deterministic outputs create a different kind of maintenance challenge. Rather than asking whether a system is simply correct or incorrect, teams need reliable ways to measure confidence in…