Handling degradation in ML models

It is important to realize that AI / ML , while extremely powerful in their own right , deal with ever changing data characteristics. This can lead to degraded model performance over time. The following link addresses some of the factors at play https://towardsdatascience.com/why-machine-learning-models-degrade-in-production-d0f2108e9214