AgentsMachine Learning5 min reading time

Perplexity Details Brain Memory Architecture and Agent API Testing

Unite.AI
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Perplexity detailed its Brain memory system for AI agents, which organizes past interactions into a dynamic wiki to improve task accuracy and recall. Brain uses token-level memory stored outside the model, with background agents updating and validating information. Tests showed Brain-enhanced sessions improved correctness by over 9% and recall by nearly 9%, while using fewer tokens.

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