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ML systems are systems for AI - they train, evaluate, and deploy models. AI systems are systems with AI - software where pretrained models operate as components inside a broader application. In that setting, the model is not the whole product; it is one building block among many. You are not optimizing weights - you are designing behavior, interfaces, and flow around a model. This is the space...

msgFluxBuilding AI systems with module-level interaction style
