Long essays by the two people who build Paragon Reflex. Earlier writing from 2024 and 2025 is archived and no longer reflects what we sell.
August 5, 2026
•Philip Phuong Tran
For years this lab has looked like two labs. Biosignal AI, and now embodied AI for vehicles and machines. It was never two. This is the reasoning, and where the work goes next.
August 4, 2026
•Philip Phuong Tran
If you have ever played USTA league tennis, you already understand the hardest open problem in certifying self-driving cars. The same mathematics, in a vocabulary anybody can follow: why a system that learns in the field cannot simply be trusted to have improved, what it costs to check, and why the thing standing in the way is an agreement rather than a discovery.