When Bad Things Happen to Good Data Scientists

In this special guest feature, Shayak Sen, Co-founder and CTO, TruEra, conveys how he’s talked with dozens of data scientists who did everything right but still can’t ensure the quality of their models in production. It’s a vexing problem for our industry. Thorough testing and monitoring – common in software development, but uncommon in the AI model world – can help prevent each of these issues from impacting models in production.