421–430 of 500 posts
Also, later in the encounter, with more chart information, AI scored 82%, physicians 70–79%; that difference was reportedly not statistically significant.
So current AI can aid in diagnosing like we've all known.
I'd be very very hesitant to trust studies like this. It's very easy to mess up these benchmarks. See for example this recent paper where AI managed to beat radiologists on interpreting x-rays... when the AI didn't even have access to the x-rays: https://arxiv.org/pdf/2603.21687 (on a pre existing "large scale visual question answering benchmark for generalist chest x-ray understanding" that wasn't intentionally mess…
I agree with you on this specific study, however, I can't really wrap my head about the fact that doctors will be better than AI models on the long-run. After all, medicine is all about knowledge, experience and intelligence (maybe "pattern recognition"), all those, we must assume that the best AI models (especially ones focusing solely in the medical field) would largely beat large majority of humans (aka doctors),…
Assuming what exactly? That they write more code? Better code? Better designs? Better architecture?
Because only a few of the above assumptions are arghuably true.
Even as an AI-neutral person, I'm very confident that AI/ML based computer systems, once trained specifically for medicine, will consistently do better than human doctors because believe it or not, there are a lot of human errors made in medicine field (doctors just don't admit that and we don't know) due to lack of time by doctors or incompetence or simply forgetting a fact or two that they should have checked when diagnosing or coming up with a treatment.
> "An AI and a pair of human doctors were each given the same standard electronic health record to read" This is handicapping the human doctors abilities. There is a lot more information a human doctor can gather even with a brief observation of the patient.
I'd be very very hesitant to trust studies like this. It's very easy to mess up these benchmarks. See for example this recent paper where AI managed to beat radiologists on interpreting x-rays... when the AI didn't even have access to the x-rays: https://arxiv.org/pdf/2603.21687 (on a pre existing "large scale visual question answering benchmark for generalist chest x-ray understanding" that wasn't intentionally mess…
I agree with you on this specific study, however, I can't really wrap my head about the fact that doctors will be better than AI models on the long-run. After all, medicine is all about knowledge, experience and intelligence (maybe "pattern recognition"), all those, we must assume that the best AI models (especially ones focusing solely in the medical field) would largely beat large majority of humans (aka doctors),…
Earlier quoted context omitted.
The bar for making ai useful is much lower though. It's enough to be better than nothing. Large populations also in the technically rich countries simply do not have access to a doctor. in Poland which has a free public Healthcare it takes literal years to get a single appointment sometimes.
Do you believe the issue is because they don't have enough technicians to diagnose or because they don't have enough x-ray machines? Or in a ER environment, how an AI would speed up things in a real way that improves patients' lives? We just minted the term "cognitive debt" for software engineers that cannot keep up with what the AI spits out. How would that apply to ER doctors, or any other kind of doctor?
In Europe, there are some rich cities which have on average one doctor per hundred people. And there are large areas in Eastern Europe that have ten times less than that.
Earlier quoted context omitted.
I’m a normal weight, and get asked the same question. More importantly, I can tell them, “I have a regular cycle” and they WILL NOT take that as an answer. I HAVE to give them a date, and they will ask me to make one up if I can’t remember or want to decline giving them that information. Particularly given the alarming stories of people being prosecuted for having miscarriages, it feels ridiculous. If anything I hope…
> and they will ask me to make one up if I can’t remember or want to decline giving them that information Doesn't this suggest that they don't care what the answer is?