AI Data Cleaning in Production: From Toy Demos to Real Pipelines

In December 2022, I wrote an article about using AI to clean data. I was excited. GPT-3 had just become accessible, text-davinci-003 could parse messy CSV rows, and I built a demo with 6 rows of sampl