https://www.fda.gov/medical-devices/digital-health-center-ex...
Now that AI summaries exist, I have to scroll past half a page of result and nonsense about a Turkish oil company before I find the item I'm looking for.
I hate it. It's such a minor inconvenience, but it's just so annoying. Like a sore tooth.
Yeah, because we saw what a great job the tech bros did making government more efficient.
If we could get healthcare to that level, it would be great.
For a less extreme example: Wal-Mart and Amazon have made plenty of people very rich, and they charge customers for their goods; but their entrance into the markets have arguable brought down prices.
Eg your argument would predict that healthcare price inflation is not as bad in areas with less insurance coverage. Eg for dental work (which is less often covered as far as I can tell), for (vanity) plastic surgery, or we can even check healthcare price inflation for vet care for pets.
The real source of high medical costs is the entity that sets the hospital bill in the first place.
The explanation is much simpler than people want to admit, but emotionally uncomfortable: doctors and hospitals are paid more than the free market would otherwise justify. We hesitate to say this because they save lives, and we instinctively conflate moral worth with economic compensation. But markets don’t work that way.
Economics does not reward people based on what they “deserve.” It rewards scarcity. And physician labor is artificially scarce.
The supply of doctors is deliberately constrained. We are not operating in a free market here. Entry into the profession is made far more restrictive than is strictly necessary, not purely for safety, but to protect incumbents. This is classic supply-side restriction behavior, bordering on cartel dynamics.
See, for example: https://petrieflom.law.harvard.edu/2022/03/15/ama-scope-of-p...
We see similar behavior in law, but medicine is more insidious. Because medical practice genuinely requires guardrails to prevent harm and quackery, credentialing is non-negotiable. That necessity makes it uniquely easy to smuggle in protectionism under the banner of “safety.”
The result is predictable: restricted supply, elevated wages, and persistently high medical costs. The problem isn’t mysterious, and it isn’t insurance companies. It’s a supply bottleneck created and defended by the profession itself.
Insurance companies aren't innocent angels in this whole scenario either. When the hospital bill fucks them over they don't even blink twice when they turn around and fuck over the patient to bail themselves out. But make no mistake, insurance is the side effect, the profession itself is the core problem.
Profit isn't even a big part of the overall revenue.
> Mandate at least decent minimal coverage standards
I assume you want higher coverage standards than what currently exists? Independently of whether that would be the morally right thing to do (or not), it would definitely increase prices.
> and large insurance pools that must span age groups and risk groups.
Why does your insurance need a pool? An actuary can tell you the risk, and you can price according to that. No need for any pooling. Pooling is just something you do, when you don't have good models (or when regulations forces you).
> large insurance pools that must span age groups and risk groups.
What you describe (community rating) has been tried and it works. But it requires that a lot of young, healthy people enroll, and seniors receive most of the care. In an inverted demographic pyramid like most Western economies have, this is a ticking time bomb, so costs will continue to rise.
> Mandate at least decent minimal coverage standards
I think a better solution is to allow the government to threaten in negotiating prices with companies as Canada does; it greatly reduces rent-seeking behavior by pharmaceutical companies while allowing them to continue earning profits and innovating. (I understand a lot of the complaints against big pharma but they are actually one of the few sectors of the economy that doesn't park their wealth and actually uses it for substantive R&D, despite what the media will tell you, and countless lives have been saved because of pharma company profits)
Essentially the gist of what I'm saying, as someone who has been involved with and studied this industry for the better part of five years, is that it's much more complex than what meets the eye.
Even SpaceX's vaunted "disruption" is just clever resource allocation; despite their iterative approach to building rockets being truly novel they're not market disruptors in the same way SV usually talks about them. And their approach has some very obvious flaws relative to more traditional companies like BO, which as of now has a lower failure-to-success ratio.
I don't think you'll find many providers clamoring for an AI-assisted app that hallucinates nonexistent diseases, there are plenty of those already out there that draw the ire of many physicians. Where the industry needs to innovate is in the insurance space, which is responsible for the majority of costs, and the captive market and cartel behavior thereof means that this is a policy and government issue, not something that can be solved with rote Silicon Valley style startup-initiated disruption; that I would predict would quickly turn into dysfunction and eventual failure.
Enshittification has done a lot of damage to the concept of "disrupting" markets. It's DOA in risk-averse fields.
Notice how little this sentence says about whether anything is any good.
So interesting to see the vastly different approaches to AI safety from all the frontier labs.
Aren't they both searching various online sources for relevant information and feeding that into the LLM?
in a way, all overconfident guessing is a better match for the result than hallucination or fabrication would be
"confabulation", though, seems perfect:
“Confabulation is distinguished from lying as there is no intent to deceive and the person is unaware the information is false. Although individuals can present blatantly false information, confabulation can also seem to be coherent, internally consistent, and relatively normal.”
https://en.wikipedia.org/wiki/Confabulation
* insofar as “guess” conveys an attempt to be probably in the zone
‘Dangerous and alarming’: Google removes some of its AI summaries after users’ health put at risk: https://www.theguardian.com/technology/2026/jan/11/google-ai...
Oh, and also, the Ars article itself still contains the word "Some" (on my AB test). It's the headline on HN that left it out. So your complaint is entirely invalid: "Google removes some AI health summaries after investigation finds “dangerous” flaws"
Also try "health benefits of circumcision"...
Going offtopic: The "health benefits of circumcision" bogus has existed for decades. The search engines are returning the results of bogus information, because the topic is mostly relevant for its social and religious implications.
I am related with the topic, and discussion is similar to topics on politics: Most people don't care and will stay quiet while a very aggresive group will sell it as a panacea.