Introducing Dynamic Dreaming: supermemory now connects the dots, for you.

Supermemory has launched Dynamic Dreaming, an automatic memory feature available across its API and agent integrations that periodically revisits and improves stored information rather than treating memories as fixed records or one-time summaries. Triggered when users become inactive or sufficient context accumulates, the system reconsolidates related fragments, generates abstractions and traceable inferences, adjusts confidence in older facts, and resolves contradictions to create an evolving user profile. Newly added information remains immediately searchable through hybrid retrieval while background processing updates the richer “dreamt” memory state within roughly 15 minutes. The company says this approach enables agents to retain and connect information across long periods while ensuring inferences remain grounded in source memories.

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