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Or as the model is able to be trained (integrated with new information) on the fly, making a somewhat limitless context window

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I think there are actual technical problems in doing this.

Well, cost prohibitive on big models obviously. But even just things like DreamBooth training extra associations to sets of new data images is tuning the model as you go

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