AGENT LABS / RESEARCH AGENDA
Many agents.
One human purpose.
We want to investigate how software agents, humanoids and aerial systems could work together on useful tasks. Cooperation needs more than communication: it needs boundaries, accountability and a person who stays in control.
Robot swarms
How should a team divide tasks, share observations and recover when one member fails? We are interested in coordination that remains understandable to a person.
Security and authority
Which agent may observe, decide or act? Identity, least-privilege access, action approval and revocation belong in the architecture from the beginning.
Personalization with consent
How can assistance adapt to a person without treating all personal context as shared data? We want explicit choices about what is remembered, who can use it and when it should be removed.
Memory with provenance
A system should be able to distinguish a recorded human experience from an inference. Human Dox explores the personal side of that question; agent memory is a separate research problem.
OPEN RESEARCH
This is an agenda for future investigation. QDOX has not demonstrated an integrated robot swarm, a security-assured autonomous platform or a personalized robotics service. Our current papers document computing and mechanical foundations.