Computer-vision engineers
Gaze estimation, mobile optimization, robustness under occlusion and low light.
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Safety and human-factors researchers
What counts as a meaningful lapse, and how to alert without adding distraction.
Driving instructors and schools
Pilot testing and honest feedback from people who teach attention for a living.
Fleet operators
Conversations about where attention coaching could help commercial drivers.
Advisors
Automotive, product, privacy, and commercialization experience.
Families
Parents and new drivers who want to try the beta. Join the pilot.