Distributed Cognition Architectures
Investigating how cognitive load can be distributed across heterogeneous agents to achieve emergent problem-solving capabilities that exceed individual agent competence.
Active research streams exploring the boundaries of autonomous systems and collective intelligence — the VRC faculty, funded to grow the team.
Research
Active research streams exploring the boundaries of autonomous systems and collective intelligence. This is where VRC happens — knowledge that eventually becomes the next venture.
Investigating how cognitive load can be distributed across heterogeneous agents to achieve emergent problem-solving capabilities that exceed individual agent competence.
Research into maintaining consensus and operational continuity when network partitions occur. Focus on Byzantine fault tolerance and eventual consistency models.
Exploring zero-knowledge proof systems for collective decision-making where participants can verify outcomes without revealing individual preferences or identities.
Developing interface models that reduce cognitive friction while increasing situational awareness. Moving away from traditional dashboard metaphors toward ambient, peripheral displays.
Novel consensus mechanisms that allow for fluid delegation and revocation of voting power. Designed for collectives where participation intensity varies over time.
Long-term preservation and accessibility of collective knowledge. Addressing the challenge of maintaining context and intent across generational transitions within the collective.