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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 not a chat demo. In a factory setting, an answer needs an audit trail, a mode boundary, a human-confirmation gate, and a way to hand off to maintenance, quality, EHS, or work-instruction workflows....
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