Why Image Models Break at Scale and How to Build Systems That Don't

As a Principal Systems Engineer, the useful instinct is to stop accepting outputs at face value and start asking what the model actually saw, stored, and discarded. This piece peels back the layers on modern image models - not to rehearse thei...