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Yeah, I agree. Specialized LLMs are obviously gonna have some bias, that’s kind of the whole point, right? But general ones should stay neutral (or 'natural' bias), especially on key topics. I don’t really know how you’re supposed to properly check an LLM for bias, but I get that it’s not easy, and it’s definitely not fair or accurate to just say “it’s biased this way or that way.” It’s way more complicated than that, for sure.
It's very hard and a guessing game, though "unlearning bias" has been done to an extent. See for example https://erichartford.com/uncensored-models
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