Continuous Learning
Definition
Continuous learning describes systems that improve based on new data and feedback over time. The system becomes more accurate or useful as it sees more examples. In practice, this requires measurement, feedback loops, and governance.
Business Context
It is used in recommendation systems, forecasting, classification, and workflow prioritization. Businesses must control what learning means to avoid drift and unexpected behavior.
Why it Matters
It keeps AI performance improving instead of decaying as conditions change.
