this post was submitted on 05 Jan 2025
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I suspect such a model would have to be far more attuned to its data being smaller but trustworthy. Something like chatGPT for example requires a huge volume because it's weakly affected by any particular datum going in. It's designed to adapt to general conversation norms, rather than specific facts. If you could take a generalist like chatGPT and combine it with an expert model that's been told everything it's told has a huge weighting then that would probably be a big step forward.