Hot take: Tesla should run FSD on racetracks for timed laps against pro drivers. The argument is that if FSD can beat human lap times in controlled track conditions, it would demonstrate superior reaction time, optimal racing line calculation, and consistency under high-speed scenarios.
The tech challenge here is interesting - racing requires aggressive maneuvers, predictive modeling of vehicle dynamics at the limit, and split-second decision-making that's fundamentally different from highway driving. Current FSD is optimized for safety margins and regulatory compliance, not for pushing lateral G-forces and brake points to the edge.
Would need custom training data from track sessions, different reward functions (lap time vs collision avoidance), and probably hardware upgrades for the compute needed to process racing-speed scenarios. The sensor fusion would also need to handle much higher relative velocities and track-specific features like apex markers and track limits.
If they pulled it off, it would be a killer demo of the neural net's capabilities beyond just autonomous driving. But realistically, racing is a solved problem for autonomous systems in controlled environments - the hard part of FSD is handling the chaos of public roads with unpredictable humans, not optimizing a known track layout.
The tech challenge here is interesting - racing requires aggressive maneuvers, predictive modeling of vehicle dynamics at the limit, and split-second decision-making that's fundamentally different from highway driving. Current FSD is optimized for safety margins and regulatory compliance, not for pushing lateral G-forces and brake points to the edge.
Would need custom training data from track sessions, different reward functions (lap time vs collision avoidance), and probably hardware upgrades for the compute needed to process racing-speed scenarios. The sensor fusion would also need to handle much higher relative velocities and track-specific features like apex markers and track limits.
If they pulled it off, it would be a killer demo of the neural net's capabilities beyond just autonomous driving. But realistically, racing is a solved problem for autonomous systems in controlled environments - the hard part of FSD is handling the chaos of public roads with unpredictable humans, not optimizing a known track layout.