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And an AI based system wouldn't correct that, it would only make it even more opaque.
by thwarted 3y ago
And an AI based system wouldn't correct that, it would only make it even more opaque.
- jandrese 3y agoThe requirement isn't to avoid discrimination, it is to not get caught. That somewhat opaque "AI" layer is great for that.
- CydeWeys 3y agoAnd if it's actually systematically charging e.g. a specific minority more than other people, it will get caught in a hurry and end up being hugely costly for the company. This kind of stuff is easy to catch. A single person typing some different parameters into an insurance quote webpage can catch it.
- jandrese 3y agoIt's one thing for people to know what you are doing, it's another to prove it in a court of law, or even to get law enforcement interested in the first place.
- tomrod 3y agoNah, there are some nice metrics to capture disparate impact between categories. Check out Microsoft's fairlearn library some time.
- BlueTemplar 3y agoUntil you are forced to explain exactly how your helper algorithm came to that conclusion, explaining the logic and calculations step by step in easy to understand language... (With the "I can't" not being an acceptable answer.)