Memory today
one flat fact per slotHeat
mildnonehigh
Acid
avoids
stated once, at setupWeeknights
pasta
no count behind thisPrototype · Agent memory · 2026
Memory should form an impression, not file a fact.
Most AI memory stores flat facts. Taste is built from behavior, held with different levels of confidence, and changes over time.
The idea
A useful memory should weigh what someone does more than what they once said, show why it believes something, accept correction, and let old beliefs fade.
The model
From a drawer of facts
to a living point of view.
Living model
an impression, held with confidenceReaches for heat on weeknights
84%9 signals · reinforced 2 days ago
Wants lighter meals
38%stated once · contradicted by orders
Into sourdough
14%not reinforced in 23 days · fading
Four mechanics
Every belief stays accountable.
Behavior
What someone repeatedly does matters more than what they once said.
Confidence
Every impression carries a visible degree of certainty, not a binary label.
Provenance
The system can show the signals behind a belief and accept a correction.
Decay
What is not reinforced fades. Memory changes as the person does.
Why it matters
An agent can only act consistently when its memory can explain what it believes, how sure it is, and change when it is wrong.
A product experiment, not a production memory system.
Try the live prototype ↗