“As we can see, machine learning systems are already complex. The data-centric nature of ML means that, in addition to the usual things that can go wrong, such as service latency, there are a lot of components needed to keep an ML system running.”
https://vickiboykis.com/2024/01/15/whats-new-with-ml-in-production/