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Notes from the edge of cognition

Research, engineering and design thinking from the team building sharm.

sharm
ResearchJun 28, 2026· 8 min

Why world models need a hippocampus

Today's large models predict tokens. To act in the world, a model has to remember it. Here's why we built memory into the architecture, not around it.

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