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- Continuous Training (CT) automates re-training in response to triggers such as scheduled cadence, observed data drift, performance degradation, or arrival of new labeled data. Together with continuous integration (CI), continuous delivery (CD), and continuous monitoring (CM), CT forms the MLOps lifecycle that keeps production models current as the world changes.