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"The Case for Prioritizing Visual Components in Language Models"

Dec 20, 2023 - 4:52pmSummary: Language models should prioritize visual components because human interaction with the world is primarily visual. While auditory understanding is important, the ability to describe the world visually for both sighted and visually impaired individuals is crucial. Visual representations of data are highly valuable and likely to remain essential in AI assistant systems. Therefore, incorporating visualizations into these systems should be a foundational consideration.

Transcript: One thing I think is very important for language model based systems is that they still must be visual at the end of the day. Like, well, why I say this specifically is that the way I interact with the world is primarily visual. I do think auditory is very important, but even in the sense of being able to describe the world visually for blind folks, as well as for people with sight, being able to see visualizations of information. Visualizations of information are extremely important, in my opinion, and I suspect that those navigational structures are not going to go away in a pure AI assistant kind of thing. Like, it does need to bring up visualizations on the fly. That is one of the things that it needs to do, and that needs to be fundamentally supported at the base level, I believe.

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