Why Image Models Fail at Scale: An Under-the-Hood Systems Analysis

As a Principal Systems Engineer, my job is to peel back the layers that make image models feel magical and show where the engineering trade-offs hide. The common narrative-bigger models solve everything-obscures a network of constraints: latent capac...