Continual Learning

This mechanism allows an AI model to continuously learn from data encountered in production. This learning and real-world exposure enable models to remain robust over time, the idea being that they don't degrade. Specifically, we are trying to answer the following question: how can an AI model initially deployed in environment A adapt as quickly as possible to environment B?