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Valeriya Verkhovykh's avatar

what are your thoughts on Nvidia AVs?

Emanuel Maceira's avatar

The BYD/Wayve consumer AV trend is where edge AI meets its hardest real-world test: unlike geofenced robotaxis with known ODD, consumer vehicles need to handle any road, any carrier network, any weather. That means persistent eSIM-based multi-carrier connectivity with sub-100ms failover, continuous OTA model updates pushed to millions of vehicles simultaneously, and edge inference governance that ensures safety-critical decisions happen locally even when the network drops. Waymo's controlled fleet approach sidesteps this, but the consumer AV scaling race will be won by whoever solves distributed connectivity orchestration first -- not just perception.

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