Questions to answer:
1- How the lack of robustness phenomenon emerges (evidence)?
2- What is the root-cause (concept drift)?
3- How is it currently being mitigated (detect, reuse previous models or retrain the current model)?
4- What are the current inefficiencies (trial an error process of finding correct fix)?
Questions to answer: 1- How the lack of robustness phenomenon emerges (evidence)? 2- What is the root-cause (concept drift)? 3- How is it currently being mitigated (detect, reuse previous models or retrain the current model)? 4- What are the current inefficiencies (trial an error process of finding correct fix)?