Avride uses cloud VLMs as safety net for delivery robots

Hundreds of Avride delivery robots navigate city streets autonomously, but cloud-based vision-language models handle complex edge cases that onboard computers cannot resolve. The hybrid approach lets robots request human-like understanding from the cloud when uncertain, enhancing safety without requiring constant connectivity.