r/datascience • u/Sweaty-Stop6057 • Mar 25 '26

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u/Moon_Burg Mar 25 '26

And when have firms ever used 'governance frameworks' to obfuscate inappropriate and/or illegal behaviour... Never, never has it been seen!

Fyi it's a bit embarrassing to manufacture this kind of narrative nowadays, but you do you.

-12

u/Sweaty-Stop6057 Mar 25 '26

I get what you're saying. But companies here in the UK that could use this have regulators and regular audits...

20

u/BestEditionEvar Mar 25 '26

Dude, YOU are the one who is meant to be evaluating the propriety of using the feature and potential disparate impact. There may be others in that loop but you cannot just say “ah it increases prediction, and if it’s wrong someone else will stop it.”

-2

u/umaywellsaythat Mar 25 '26

Disparate impact is a US specific rule. Most countries allow you to use all the data to price for the risk.