Context is king: How Avride uses cloud VLMs as a safety net for delivery robots
THE SO WHAT
Using cloud VLMs as a safety net for delivery robots points to a hybrid autonomy stack — cheap onboard control with expensive, shared 'judgment' in the cloud. If you're deploying robots, design your connectivity, latency, and cost models assuming some fraction of edge decisions will be escalated to large models offboard.
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