Tesla announced FSD Supervised cumulative mileage exceeds 8 billion miles, up from 7 billion in December 2024. This data accelerates training for unsupervised Full Self-Driving. Elon Musk states 10 billion miles needed to handle complex long-tail scenarios.
Key Points
- 1.FSD Supervised total driven by owners surpasses 8 billion miles (~12.875B km).
- 2.Milestone reached months after 7B miles on Dec 27, 2024, with accelerating pace.
- 3.Data captures real-world long-tail scenarios for end-to-end AI model training.
- 4.Musk: 10B miles threshold for safe unsupervised FSD.
Impact Analysis
Boosts Tesla's lead in AV data scale, pressuring rivals to scale fleet data collection. Enables better handling of rare edge cases via real-world miles over simulation.
Technical Details
Fleet data from supervised drives trains end-to-end AI models on long-tail events un-reproducible in simulation. Rapid accumulation supports iterative model optimization.
