AI, ML, Observability, Where Do You See the Future?

In terms of machine learning, we should not try to fly blind. We should be on top of open source existing or proven techniques. In terms of the field itself, I think it's definitely interesting to see them move towards more real-time system. And then finally, there's going to be a convergence or some sort of like cross pollination between the data ops and ML ops space.