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this post was submitted on 02 Oct 2025
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Piracy: ꜱᴀɪʟ ᴛʜᴇ ʜɪɢʜ ꜱᴇᴀꜱ
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First of all, they are not FOSS. I know it seems tangential to the discussion, but it's important because biases cannot be reliably detected without the starting data. You should also not trust humans to see bias because humans themselves are quite biased and will generally assume that the LLM is behaving correctly if it aligns with their biases, which can be shifted in various ways over time, too.
Second, local LLMs don't have the benefit of free software where we can modify them freely or make forks if there are problems. Sure, there's fine tuning, but you don't get full control that way, and you need access to your own tuning data set. We would really just have the option to switch products, which doesn't put us much further ahead than using the closed off products available online.
I'm all for adding them to the arsenal of tools, but they are deceptively difficult to use correctly, which makes it so hard for me to be excited about them. I hardly see anyone using these tools for the purposes they are actually good for, and the things they are good for are also deceptively limited.