The Dreamer gives any local model a sleep cycle: it ingests a day of raw memories, then reorganizes them overnight into typed connections — merging duplicates, forming generalizations, materializing transitive links, resolving contradictions by evidence, and pruning noise — so the next morning it answers questions it could not answer before, with no retraining. A live demo lets you run the night and quiz the raw versus dreamed memory side by side.

the dreamer

A dream-cycle bolt-on for any local model. Overnight it reorganizes the day's memory into typed connections — so it's sharper each morning, weights untouched. The industry says memory ≠ learning; this makes memory act like learning.
the day — raw episodic memory
the knowledge — before & after the night
is-a attribute relation inferred overnight
what happens while it sleeps
the next morning — ask it something
raw memory · no sleep
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the naive baseline: the last thing it heard.
after the dream-cycle
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walks the reorganized graph.