Why video is the first frontier as AI learns to read the physical world
TL;DR
Hundreds of millions of cameras are already deployed, but most footage still requires a human to know what to look for. Lumana, founded by ex-Intel computer vision leaders, processes over a billion images daily across 50,000+ cameras using its VIA-1 model, which learns what is normal for each individual camera and flags deviations. The company filters locally before sending anything to the cloud, following a principle of “filter before you spend.” Video may be physical AI’s natural starting point because the infrastructure already exists.
A camera overlooking a loading dock might record twelve hours of trucks arriving, workers moving through the site, and boxes leaving the building. Most days, nobody has a reason to watch any of it. The footage only becomes useful when a package goes missing, an accident happens or somebody needs to work backwards from an event and find out what happened.
That has been one...
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