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Freshness

The degree to which the representation reflects the current state of the asset and has not depreciated through time.

Description

Freshness measures the temporal alignment between representation and actual asset state. Stale representations degrade AI decision quality and may cause errors. Freshness is one of six primitives in the Representation Primitive Vector framework.

Related Concepts

representation_primitive_vectormeasured_representation_capital_proxycanonical_drift