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Continuous vs Discrete Prediction Space in Modern AI Models

This model makes predictions in continuous representation space.
An LLM makes predictions in discrete input space.
Prediction in continuous representation space is done with a (non-generative) Joint Embedding Predictive Architecture, i.e what I've been advocating for about 5

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