Only a small fraction of real-world machine learning systems is composed of their machine learning code; the required surrounding infrastructure is vast and complex.
AI infrastructure at companies like LinkedIn involves not just the machine learning code, but also the surrounding infrastructure, including serving infrastructure and adjacent pieces.
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