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timmgtoday at 5:23 PM3 repliesview on HN

> There has been plenty of research that shows LLMs encode social biases.

At the risk of stepping into a hornets nest: is that different than "knowledge"?

Or maybe, what would it mean if an LLM had no social biases? (Would we ever agree that was the case?)


Replies

tptacektoday at 5:26 PM

Yes, it would be extremely bad if the statistical weight of the total corpus of training data caused a system using an LLM to make decisions about extending credit to offer worse terms (say) to women.

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contagiousflowtoday at 5:28 PM

Correct. They will never not have a social bias. Which leads to the question of, who controls these tools, and what biases are they okay/not okay with specifically training for. Currently they can be seen more as a reflection of broader culture (and even that has problems) but as we're already seeing with Grok they can be tuned at a whim to display any specific ideologies.

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Frickentoday at 5:37 PM

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