Wow, thanks for the response, that was really enlightening-- I never thought about monitoring to support these models.
Have you noticed one of these problems to be the biggest issue in industry?
W/ regards to your last point, that definitely makes sense in case of a simple CNN or deep network, but sometimes there are more complicated RL algorithms or transformers that become a bit difficult and time-intensive to implement. In these cases, I would suspect that it would be easier to use something open-sourced?