MACHINE LEARNING AT SCALE: MANAGING MORE THAN ONE MODEL IN PRODUCTION

Summary from the TLDR Product newsletter

At scale, machine learning shifts from optimizing a single model to managing many models reliably. The key is designing systems that stay available, fail safely, avoid data leakage, and include human oversight before models reach users.