Term Kind Topic What it is
Feature Freshness metric Feature Freshness How recent the data behind a model's input features is at the moment of inference, and the training-serving consistency problem it creates.
Feature Staleness metric Feature Freshness The age of the feature values a model scores against, and the divergence between how they are computed at training time and at inference time.
Online Training Loop Continuous Training, Streaming Model Updates pattern Feature Freshness Training a model continuously on interaction events as they arrive rather than on a scheduled batch, trading the ability to gate a model artefact before serving for the ability to react to feedback within minutes.