THE CYBERCAB CONUNDRUM.
GROK: No, this milestone does not mean FSD Supervised (vision-only) is now 100% safe or "curve-ball free." The 10+ billion miles (now reported as over 10.02 billion total, with ~3.77 billion city miles) is a huge achievement in data scale for Tesla's AI training. It shows the fleet is rapidly accumulating real-world experience under supervision, which helps the neural nets improve at handling complex driving. Tesla's own FSD safety report (linked directly from the post) highlights that vehicles using FSD Supervised see 7x fewer major collisions , 7x fewer minor collisions , and 5x fewer off-highway collisions compared to relevant baselines (like manual Tesla driving or U.S. averages). However, several key realities show it's not 100% safe or free of surprises: It's still explicitly "Supervised" — Tesla requires the driver to stay attentive and ready to intervene at any time. If the system were truly 100% reliable with no curve-balls left, supervi...