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This will be the future model for businesses. Buy a generalized frontier model and finetune it and make it available internally. This model offers a lot more business benefits than the current risk.
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I'm running a max of 1M context locally. I think the next real move will be continuous learning/infinite context. That will be another game changer.
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Infinite context requires Infinite memory.
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It wasn't a theoretical thing, it was a practical thing. Just like when we talk about 'infinite tape' when looking at Turing machines. As opposed to 'clear boundaries to how much context you can have because that is baked into the model'.
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