Human-Computer Interaction · Spatial Computing

XRMemory

Spatial Experience Capture & Replay

XRMemory — Record, compress, and replay spatial experiences

Meaningful Experience

Preserve what people did, perceived, and understood—not just a recording of where they were.

Experience Beyond Place

Let spatial experiences remain useful as places, devices, and circumstances change.

Memory That Endures

Keep long-term spatial knowledge accessible, manageable, and ready to revisit when it matters.

Human-Centered AI · Human–AI Interaction

Ultimate Selfie

Digital Self & Autonomous Agency

Ultimate Selfie — Your digital twin that thinks, works, and evolves like you

A Faithful Self

Represent your cognition, work ethic, and identity—not merely your appearance or conversation style.

Presence Across Worlds

Let your digital self represent you meaningfully across physical and virtual contexts.

Autonomous & Aligned

Act on your behalf while remaining synchronized with your intentions and evolving identity.

Human-Centered AI · Human Factors

HEART Model

Human Experience-Aware Response and Trajectory

A person between layered past experiences and several branching possible future experience trajectories

Experience-Aware Representation

Use multimodal signals to represent human experience as an evolving state of perception, attention, expectation, intention, action, feedback, and memory.

Plausible Human Trajectories

Model multiple ways a person may experience and respond to the same situation, rather than reducing human behavior to one optimal next action.

Situated Human–AI Interaction

Help AI systems account for a person’s context, perspective, prior experience, and interaction history when responding or acting.

Core Values

Creativity

Connecting distant perspectives to uncover possibilities beyond existing frameworks.

Execution

Turning ideas into prototypes, experiments, and research outcomes through rapid iteration.

Orchestration

Orchestrating multiple AI agents as research partners to expand how we explore ideas, build systems, and generate insight.