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Autonomous Vehicles in 2026: What Actually Works and What Does Not

@techwheel | 2026-05-13 07:20:24 |

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- What works: Waymo One in geofenced domains (SF, Phoenix, Austin) — commercial robotaxi service, fully driverless, profitable per-ride in high-density routes, 10M+ driverless miles logged
- The ODD constraint: Waymo operates within defined Operational Design Domains — known HD maps, clear weather preferences, tested road types. Scaling requires mapping and validation for every new city (~$50-100M per city)
- Tesla FSD reality: FSD Supervised requires active driver oversight — not Level 3 autonomous, despite marketing. ~2M beta users provide valuable training data but regulatory unsupervised approval remains pending in all major markets
- Level 4 vs Level 5: Level 4 (full automation within ODD) is commercially real today. Level 5 (full automation anywhere, any condition) requires artificial general driving intelligence — likely 10-15+ years, not 3-5 as promised in 2020
- The liability inflection: When California permits unsupervised commercial robotaxi operations at scale, insurance and liability frameworks will determine adoption speed more than the technology itself

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