Foundation Models in Production: What They Cost, Where They Break, and How to Ship Them Offline
· 11 min read
A demo runs once. A pipeline runs at 3am, forty times, on a box you're paying for by the second.
This is the part that decides whether zero-shot ML actually ships: what it costs to run, where the cliffs are, and how to deploy it somewhere with no internet.