Monte Carlo reposted this
Bad data is coming for your AI models. Poor data quality has wreaked havoc on dashboards and ML models for years. But at the scale of AI, the data quality challenge is bigger than ever. Relying on manual data quality checks to effectively cover the massive volumes of data feeding AI models is like tossing a log into the Amazon and hoping it makes a dam. Without automation and comprehensive root-cause insights to make alerts immediately actionable, we can't hope to protect our data at the breakneck pace of AI development. Check out my latest newsletter in the comments for how I'm thinking about automation for modern data quality teams—and what I think you should automate first.