Platforms & Practice
24 min
The Leak in Every Training Set: Feature Stores, Point-in-Time Joins, and the Train-Serve Contract
A fraud model can score perfect recall offline and block nothing in production, because its training join looked a few hours into the future. Feature stores exist to enforce one contract: a training row may only see what the serv…