I Ran Five Small Multimodal Models on a Jetson. The Fastest One Was Not the Best Baseline.

I have been building WearEdge Pro, a wearable industrial edge AI runtime. Think of a frontline operator wearing a smart-glasses device, capturing a first-person image of a machine, and getting back a structured action card from a local Jetson box. The key phrase is "structured action card." This is