Tesla is preparing to publicly launch the Cybercab, its autonomous two-seater vehicle without steering wheel or pedals, in Austin as soon as April 2026. The company has been testing prototypes on private roads and public streets, though test vehicles often retain manual controls for safety. The launch will mark Tesla's entry into the autonomous taxi market, though readiness for public roads remains uncertain.
Waymo and Tesla pursue opposing architectural strategies for autonomous driving: Waymo uses lidar, cameras, and radar to build explicit, interpretable world models with separate validation layers before action, while Tesla relies on camera-only vision with end-to-end learned representations and currently requires human supervision for most vehicles. Waymo reports 220.6 million driverless miles through March 2026 with a 94% reduction in serious injury crashes versus human drivers in comparable areas, while Tesla has 1.28 million Full Self-Driving subscriptions but almost all require an attentive driver. The fundamental tradeoff is between Waymo's inspectable, verifiable but computation-intensive approach and Tesla's learned, adaptable but less transparent system.
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