Seeing the Trees, Not Just the Forest: Why Instance-Aware AI Changes Everything
A camera sees a warehouse aisle. A worker reaches for a box. A forklift passes behind him. A package shifts on the shelf. A normal vision-language model can probably describe the scene. It may say, quite reasonably, that a worker is handling inventory while a vehicle moves nearby. That is not useless. It is also not enough. ...