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Memory for agents to remember why, not just what. Notes on the epistemic graph, EP belief propagation, and building agents that reason over what they know.

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Is your agent’s memory just a filing cabinet?

Agent memory needs more than storage and retrieval. Epistemic relationships let agents track why they believe something and propagate changes in evidence.

Oct 23, 2026

The State of Agentic Memory in 2026: Recall Is Measured. Learning Isn't.

Why recall is the measured part of agent memory and learning is not: the eight memory types, what epistemic memory adds, and how to test whether your agent revises beliefs.

Oct 15, 2026

Agents don't need more memory. They need a world model.

Agent memory isn't a filing problem—it's a reasoning problem. Agents need to track what's true, why we believe it, and how beliefs change with evidence. That requires a world model, not just document storage.

Sep 24, 2026