“Medical Superintelligence”

 

Benchmarked against real-world case records published each week in the New England Journal of Medicine, we show that the Microsoft AI Diagnostic Orchestrator (MAI-DxO) correctly diagnoses up to 85% of NEJM case proceedings, a rate more than four times higher than a group of experienced physicians. MAI-DxO also gets to the correct diagnosis more cost-effectively than physicians.

The Path to Medical Superintelligence, Dominic King & Harsha Nori

I got hit by a van one time while I was riding my bike. I ended up going to urgent care and getting an x-ray of my foot, which was obviously hurt. The doctor currently at the urgent care took at look at the x-ray and was like: hard to say but looks fine to me. The clinic called back the next day, as another doctor took a look at the x-ray, and was like: actually your foot is broken.

That was nice of them to call back. I definitely want doctors that know what they are doing in the world, let’s keep training doctors.

But also x-rays seem like perfect fodder for AI. Shouldn’t we have like 20 million x-rays of feet along with diagnosis sitting around somewhere? I want my foot x-ray in there. Feels like there should be medical imaging “models” that are pretty damn accurate. Shouldn’t there be 20 million cat scans? 20 million ultrasound videos?

We don’t have to, nor should we, put 100% of our trust in the machines, but it seems like it would be an awfully useful tool in medicine.

And likewise, anything with lots of similar video that you can attach to measured outcomes. 20 million videos of swim meets. 20 million security videos of blackjack tables. 20 million birdfeeders. Tell us about the patterns. Tell us about the anomolies. Tell us things that computers can see that we can’t.

Chris Coyier

06 Jul 2025 at 14:58

Offerwall + Supertab

 

Offerwall lets sites provide potentially a few ways to monetize content, and for users to choose the one that they prefer. For example, a publisher can set up to allow reading their site in exchange for watching an ad (similar to YouTube’s model). That’s pretty interesting, but far more interesting to me, is that it integrates with a third-party service called Supertab. Supertab lets people provide their own subscriptions – including a tiny fee for this page, or access to the site for some timed pass – 4 hours, 24 hours, a week, etc. It does this with pretty friction-less wallet integration and by ‘pooling’ the funds until it makes sense to do a real, regular transaction.

Brian Kardell, Web Bucks

For ages, in publishing: Are we gonna do ads or are we going to do memberships? You can kinda mix and match and sell t-shirts and stuff, but all that decision making is on the publisher side.

Interesting to flip the tables and let the readers decide.

And if we really got the Web Monetization API, and clicking those payment buttons was quick and chill because the browser <> wallet connection was a normal, known, easy thing, that would be great.

Chris Coyier

04 Jul 2025 at 19:05

Post-Glitch

 

Jenn Schiffer, in what was surely a bummer post to write because of all the time and heart she put into Glitch, lists out what’s she’s doing to move her glitch.com projects elsewhere post-shutdown.

i’ve been using codepen since the beginning. i just found this “in progress” live horse birth in css that was last saved 11 years ago. i would say this is my biggest recommendation for educators and students who are working with static projects. i’m pretty sure you don’t need a credit card to sign up, but they have a pro subscription tailored for power users and teachers.

anyone who doesn’t think codepen is the blueprint for developer communities is out of their mind and/or element. they curate, create content, run challenges, etc. the people who run it are great.

check out codepen here and perhaps follow me for updates on that horse birth.

my official list of post-glitch.com hosting options

💜. Thanks Jenn.

Glitch could spin up a Node server for you, which CodePen doesn’t do, so check out Jenn’s post for plenty of other options.

Chris Coyier

04 Jul 2025 at 13:42

coyier.com

 

Somebody emailed me out of the blue offering to sell me coyier.com.

Usually I’m not interested in domains. I have this one, it’s fine. Subdomains are cool. You can put dashes in domains and get them cheap (see: css-tricks.com). There are a billion TLDs now and you don’t really need the dot-com.

But I thought about it, and my brain told me I’d spend a grand on it and absolutely no more. So I wrote them back and said exactly that. Then they emailed back a lower offer, and I said “no”. Then they wrote back with another lower offer, and I said “no”. Then they emailed back and said fine a grand, and I said “ok”.

Part of the reason I did it is that they sent a URL on godaddy.com where the transaction actually happens. I use GoDaddy anyway — I like them for reasons.

All it does is redirect to this site for now. But it opens the idea of using it for family members who might want a site off it. ruby.coyier.com is kinda neat.

Any ideas?

Chris Coyier

01 Jul 2025 at 23:22



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