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Machine Learning and Machine Learning Reliability
There is something a bit different about m l devops, and it's what you just high lighted. It's the sense that there's a lot of fragmentation of knowledge. And we have this kind of sausage factory, and no one in that particular part of the sausage understands how the of the sausages are made. With machine learning systems, as well as having the code, we now have data and models, and both of those things are kind of changing all the time. So it does make things significantly more complicated, i suppose, absolutely.