Glossary · Term

CLS theory

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Definition

Plain language

A neuroscience idea that the brain has a fast memory for individual events and a slow memory that distills patterns from many events.

As stated in the literature

Complementary Learning Systems theory, a cognitive-neuroscience framework distinguishing fast hippocampal episodic encoding from slow neocortical generalization, invoked in Auto-Dreamer as a design metaphor for the writer/consolidator split.

Also called: Complementary Learning Systems

Why it matters: It inspires AI memory designs that separate fast episodic storage of recent events from slow consolidation into reusable general knowledge.

For example, after a busy day, your hippocampus replays specific moments while your neocortex slowly extracts patterns like 'this neighborhood has lots of coffee shops.'

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