Research & insights
What we're studying, building, and thinking about.
We develop core AI technology and publish our thinking as we go. More technical writing as we ship.
Lashley: one AI memory across Claude, ChatGPT, and Gemini
Our memory engine is live in production: a persistent, personal memory that learns over time, corrects itself when the facts change, and stays yours, across models.
Modeled on memory itself: the cognitive science behind Lashley
Episodic and semantic memory, consolidation, association, salience and forgetting, reconsolidation. Why Lashley behaves less like a hard drive and more like understanding.
Personal AI that remembers: the case for memory over scale
Why the next leap is not a larger model. It is intelligence that accumulates understanding, reasons over it, and stays yours.