UnitedHealthcare, The Largest Health Insurance Company In The US, Is Allegedly Using A Deeply Flawed

Ars Technica

UnitedHealth uses AI model with 90% error rate to deny care, lawsuit alleges

For the largest health insurer in the US, AI's error rate is like a feature, not a bug.

UnitedHealthcare, the largest health insurance company in the US, is allegedly using a deeply flawed AI algorithm to override doctors' judgments and wrongfully deny critical health coverage to elderly patients. This has resulted in patients being kicked out of rehabilitation programs and care facilities far too early, forcing them to drain their life savings to obtain needed care that should be covered under their government-funded Medicare Advantage Plan.

It's not just flawed, it's flawed in UnitedHealthcare's favor.

That's not a flaw... that's fraud.

I understand why a lot of fantasy settings with Ambiguously Catholic organised religions go the old "the Church officially forbids magic while practising it in secret in order to monopolise its power" route, but it's almost a shame because the reality of the situation was much funnier.

Like, yes, a lot of Catholic clergy during the Middle Ages did practice magic in secret, but they weren't keeping it secret as some sort of sinister top-down conspiracy to deny magic to the Common People: they were mostly keeping it secret from their own superiors. It wasn't one of those "well, it's okay when we do it" deals: the Church very much did not want its local priests doing wizard shit. We have official records of local priests being disciplined for getting caught doing wizard shit. And the preponderance of evidence is that most of them would take their lumps, promise to stop doing wizard shit, then go right back to doing wizard shit.

It turns out that if you give a bunch of dudes education, literacy, and a lot of time on their hands, some non-zero percentage of them are going to decide to be wizards, no matter how hard you try to stop them from being wizards.

last year i was eating in a fancy, large restaurant when i began to hear a rumble and the distant sound of people chanting ‘potassium, potassium’ and suddenly hundreds of people dressed as bananas flood this restaurant chanting potassium over and over and we were trapped there for a very long time because the bananas would not leave and they were everywhere

i wasn’t joking

I get that the new world is struggling to be born but can we get an epidural or something

There's something that I find equal parts hilarious and terrifying.

On one hand it is so funny watching the generation previous to mine (I was born in 84) absolutely say the most unhinged shit online, doxx themselves, and get fired, after spending my entire childhood teaching me online opsec because every stranger was a potential murderer. Social media done rotted their brains.

But on the other I'm seeing kids coming up, seeing them spew all their personals online, and using that to model their unsafe behavior and put themselves at incredible risk because the internet actually got way more dangerous than it was, ironically, when I was coming up being told I had to basically outsmart the fuckin CIA. Now the actual CIA and other bad actors (government, private, and individual) really are out there and these kids are watching fucking meemaw post a photo of the front of her house practically captioned with her fucking SSN and thinking, "yeah, sure, the adults know what's safe."

I gotta be a fuckin millennial about this and beg younger folx to listen to the VCR generation: hide yourself online. Nothing should go there you wouldn't want in the hands of the person who hates you the most.

Be safe, be smart, be a fucking ghost.

"The problem with trying to be historically accurate, is that history doesn't care"

So much of the time we think of historical cultures as being very uniform, but people have always been weird, and our expectations of past behaviour don't always match the reality!