VL-JEPA: Concept-Based Real-Time Vision
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The way AI sees the world just got a massive upgrade because we finally stopped forcing
it to think in words. Standard vision models are inefficient. They look at a video and try to guess
the next text token one by one, obsessing over grammar and phrasing. Meta’s new VL-JEPA
ditches that entirely. It predicts the concept—the raw meaning—instead of specific words.
It’s like understanding a vibe without needing a sentence for it. It only decodes into text when absolutely
necessary, making it way lighter and three times faster on live video. This is how we get
real-time AI that actually keeps up with reality.
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