Research directions
We examine the relationships between memory, identity and environment. These are research directions, not claims of established results.
Research direction
How can information from conversations and tasks be organized, retrieved, revised and forgotten? We focus on provenance, temporal relationships and conflicting information—not simply a longer context window.
Research & software practice
We explore how identity, preferences, knowledge and decision context support collaboration over time. An AI Twin is a user-controlled personal agent—not a copy of a person or a replacement for their judgment. Agent-Me provides a software implementation for this direction.
Exploratory research
We investigate human-machine interfaces, wearable sensing and robotic interaction as connections between personal intelligence and physical environments. This is exploratory research, not a claim of released hardware or validated robotic capabilities.
Experimental R&D
Our work addresses preservation, organization and retrieval of cultural information. CyberMemoir explores connecting original sources, temporal clues and explanations while making gaps and review status explicit.
