Research hypothesis
Read research noteHuman World Models
A research hypothesis for AI that maintains a revisable model of people, situations, relationships, and possible consequences over time.
Research for AI that lives in context.
We publish working hypotheses and engineering artifacts with clear evidence labels, limitations, and references.
Engineering prototype
Read research noteProactive Presence
An engineering prototype exploring how AI can stay available without turning continuous sensing into continuous interruption.
Engineering prototype
Read research noteControllable Intervention
A control architecture that keeps model-generated suggestions behind a fast, interruptible policy layer.
Research hypothesis
Read research noteRelationship Memory
A research hypothesis for memory that preserves useful continuity without turning every interaction into a permanent record.