Matt WamplerCEO & Co-Founder, ClearCOGS · CEO & Co-Founder, ClearCOGS 🔪

What changes when AI can finally see?

26 Feb 2026 · 0 min

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0:25

Matt Wampler explains how adding vision to language models creates AI that can see and understand the world through cameras. A retail store layout becomes readable to the system, not just text. When language and vision couple together, AI moves from pure reasoning into acting on what it actually sees.

LLMs and computer vision, they're already starting to converge, right? So we've got this intelligent, the intelligent brain without sight over here, and now we're giving it the eyes, but the eyes also have their own intelligence associated with them. So now you're creating that ability, not just for LLMs to understand what's going on in a store, but now they're able to actually see it through the cameras.