Mainstream Vision Models

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Manning: Mainstream vision models fail by operating solely on pixel surfaces
“Believing that there can be a really rich connection between a more symbolic layer of abstracted understanding of visual domains, which aren't in the mainstream vision models, which are still trying to operate on the surface level of pixels.”
Chris Manning Apr 2, 2026 ▶ 5:28 Moonlake: Interactive, Multimodal World Models — with Chris Manning and Fan-yun Sun

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