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'AI' Is Supercharging Our Broken Healthcare System's Worst Tendencies

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131–140 of 168 posts

Re: 'AI' Is Supercharging Our Broken Healthcare System's Worst Tendencies

#131
post #34

> “AI” (or more accurately language learning models nowhere close to sentience or genuine awareness) has plenty of innovative potential. Unfortunately, most of the folks actually in charge of the technology’s deployment largely see it as a way to cut corners, attack labor, and double down on all of their very worst impulses. Having read the first paragraph with its profound and non-bias insight, I can only expect tha…

Are you saying that statement is untrue?

Re: 'AI' Is Supercharging Our Broken Healthcare System's Worst Tendencies

#132

Alternate headline: "Our Healthcare System continues to deny claims, now with AI". Makes it clearer who the culprit is.. its not AI. They have been denying claims for decades without any help from AI too.

Most of these systems just present an RN (and I'm not sure why this hasn't been challenged as practicing medicine without a license, other than the payers' argument probably being "you can still get this intervention/ treatment/ drug, we're just not paying for it") with a claim, and a list of reasons the system deemed that it can be denied. The RN's job is ostensibly to see if there's any one of those bullet points that needs to be vetoed.

Re: 'AI' Is Supercharging Our Broken Healthcare System's Worst Tendencies

#133

Earlier quoted context omitted.

It's not that black and white. There's more at play than just charges. Things can be better and still shockingly corrupt, with extreme amounts of unjustified overhead. Things are minimally better for any individual patient, while being extremely more expensive, and the insurance overhead has skyrocketed. The question is a little bit like responding to a complaint about industrialized agriculture's effects on the envi…

> It's not that black and white The reason I wrote anything was that your original comment sounded very black and white to me. I think we tend to overlook how much things improve in the long term. Knowing that they do hints at potential to do better still and should encourage us to take action and improve the situation. Pointing out the current problems is necessary for that to happen. However, your comment came acro…

Fair enough, and I appreciate the extra perspective.

I wouldn't deny that many of these things have improved. Very little actually gets worse in a literal sense (environmental issues and other negative externalities aside, though they are very relevant as well). The concern is that they tend to get marginally better when they should by all means be getting significantly better, because the lion's share of the benefits feed the ever-widening wealth gap.

Re: 'AI' Is Supercharging Our Broken Healthcare System's Worst Tendencies

#134

Earlier quoted context omitted.

> valid argument to be made that access to AI medical advice is better than access to no medical advice. This is not true. And it's where I believe your whole response takes a wrong turn. Why is it wrong? Because of risk of harm. Giving out wrong information can easily kill people. Or permanently insure them. There's a tremendous amount of harm that can occur if you do things wrong in medicine. When you attach "an AI…

I agree with what you're saying here - absolutely, bad medical advice from AI (or anywhere) can cause harm. What I disagree with is the way that you're drawing the conclusion that there isn't even a valid argument to be made for using AI. To be clear, I didn't say we absolutely should do this - the part of my post you quoted is where I said there's an argument for it (i.e. we should have the discussion and evaluate).…

Would the AI recommend taking unsafe amounts of hydroxychloroquine? Or would it give safe dosing instructions?

I am guessing the latter though I don’t know for sure.

Re: 'AI' Is Supercharging Our Broken Healthcare System's Worst Tendencies

#135
post #52

Never in a million years could I have imagined there would be something worse than navigating the health care system. Hours of phone calls with deliberately confusing systems, impotent customer service representatives and no choices. It's like the movie Brazil already. Why wouldn't they add AI? Great idea.

Hah. There's literally an AI startup designed to automatically navigate confusing phone trees to get information from health systems: https://outbound.ai

Truth is stranger than fiction

Re: 'AI' Is Supercharging Our Broken Healthcare System's Worst Tendencies

#136

Earlier quoted context omitted.

The gap between rich and poor is growing at increasing pace, just like the gap between rich and mega-rich is. If you went completely hungry yesterday, nearly starved to death, but today you get enough calories that you feel less pain so you can at least stand up and walk around a bit, while you watch your brother stuff his face with so much cake he has to puke 3 times to make room for more, to then play frisbee with…

> The gap between rich and poor is growing at increasing pace, just like the gap between rich and mega-rich is. Why the hell should that matter? If the system wanted to keep poor people poor, won't the poverty rate stay the same? Thats the assertion I was countering. Why keep moving the goalpost? But I will play along: > If you went completely hungry yesterday, nearly starved to death, but today you get enough calori…

Maybe your brother can work more because he was born healthy and he was treated better, while you were born with a disability and neglected.

One needs to look at circumstances that allow different inputs in the first place.

Your capacity for input is not some inherent core part of your being, unless you believe in souls, it is a result of what surrounds you and what has come before you.

Re: 'AI' Is Supercharging Our Broken Healthcare System's Worst Tendencies

#137
post #81

Earlier quoted context omitted.

We don't have a free market in healthcare in the U.S. though. You can be for a free market and against the abomination we currently have. If we just went back to 80%/20%, high-premium-or-high-deductible proper insurance , no HMOs, no PPOs, no co-pays, none of that nonsense, with published pricing, then we'd have a free market.

Is the regulations that are forcing co-pays, networks, obscured pricing? From the outside it sounds like the market doing it's best to extract as much money as possible, with the occasional regulation designed to look like someone is trying to fix the mess with a pretty bandaid (like the recent one on detailed upfront pricing).

ERISA started the ball by making it employers' responsibility to provide healthcare for employees, and then more "reforms". These things led to the current sorry state of healthcare in the U.S.

Re: 'AI' Is Supercharging Our Broken Healthcare System's Worst Tendencies

#138

Earlier quoted context omitted.

We don't have a free market in healthcare in the U.S. though. You can be for a free market and against the abomination we currently have. If we just went back to 80%/20%, high-premium-or-high-deductible proper insurance , no HMOs, no PPOs, no co-pays, none of that nonsense, with published pricing, then we'd have a free market.

I'm all for reforms to move towards a more market based system. But one has to recognize that at this point we're nearing a century of anti-market meddling - a quick search says 1943 is when healthcare started getting bundled with employment! And talking about a "free" market is a red herring. There's no reason to believe that the current industry actually wishes to converge on uniform prices with upfront transparenc…

> And talking about a "free" market is a red herring. There's no reason to believe that the current industry actually wishes to converge on uniform prices with upfront transparency [...]

Adam Smith himself noted that capitalists seek rent. That doesn't mean that capitalism is all bad. The healthcare industry almost certainly does not want a free market, but so what, it's about whether the state makes it so there's a free market anyways or else makes deals with the industry it ought to regulate.

Regulatory capture is a thing, a very real thing, and a very big deal.

> Also to have an actual free market we'd need to eliminate things like mandatory pharmaceutical prescriptions and patents, which there is unfortunately very little support for doing.

Patents are not the problem. Though I'd be happy to see patent terms shortened, especially for software patents.

Re: 'AI' Is Supercharging Our Broken Healthcare System's Worst Tendencies

#139
post #111

Earlier quoted context omitted.

Artificial scarcity? Maybe. There aren't but so many households with children that fit inside the venn diagram of can afford med school, has the intellectual capacity and bloody-mindedness to actually finish med school, and is interested in going to med school.

Yes and no. No doubt the medical profession requires talent and rigor, but I think to some extent the hurdles which are placed in front of students who want to become doctors are artificially high to help justify the small number of graduates medical schools put out, which protects the artificially high salaries. For instance, if you read up on the frankly cruel residency process which doctors are forced to clear in…

Yeah I'm not convinced. I've worked adjacent to the healthcare and pharma industries most of my adult life and I can tell you the complexity of the human body beggars belief. You aren't going to run the equivalent of a coding bootcamp for healthcare and get good results.

Re: 'AI' Is Supercharging Our Broken Healthcare System's Worst Tendencies

#140

Earlier quoted context omitted.

Artificial scarcity? Maybe. There aren't but so many households with children that fit inside the venn diagram of can afford med school, has the intellectual capacity and bloody-mindedness to actually finish med school, and is interested in going to med school.

> There aren't but so many households with children that fit inside the venn diagram of can afford med school, has the intellectual capacity and bloody-mindedness to actually finish med school, and is interested in going to med school. That is the artificial scarcity he was referring to. There is no reason to lump all medicine together in a MD degree /certification. Why not have one certification for each common prob…

Why not? Symptom overlap springs to mind. Both anxiety and reflux can present 90% of the common symptoms of a heart attack. Get a reflux specialist when what you needed was a cardiologist and you're fucked. Labor costs also spring to mind. I can only imagine the look on some hospital administrator's face when the proposal to triple headcount comes across their desk.
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