Model Training & Adaptation
Continual learning
Updating a model over time while trying to preserve previously learned capabilities.
Example
A service model keeps learning from new cases after its initial release.
Why people use it
Teams use “Continual learning” when they need to adapt models deliberately and diagnose training problems.
What you'll hear
“Would Continual learning improve the model for our specific use case?”