Gn Everyone 🩵 tomorrow is my exam day, that's why not active on X 🥹 most autonomous systems fail not because the ai is weak but because the simulation it trained on never looked like the real world thats the gap @vangrid_io is closing they built a distributed network of civilian smartphone sensors that captures the actual physical structure of real environments giving detailed 3d geometry simulations genuinely need instead of synthetic approximations what i respect is the privacy approach machine learning runs right on the device blurring faces in real time so personal identity gets stripped out while the static infrastructure details stay intact for reconstruction then the spatial geometry gets verified and routed onchain which creates an actual traceable foundation robotics developers and simulation systems can build on with confidence instead of guessing where the data came from the whole point was never collecting who people are its extracting how the world is physically structured and making that usable for the next wave of physical ai.