Dev and Doc: AI For Healthcare Podcast
Jul 16, 2026 · 56 min · 11 segments
Do big frontier models outperform narrow AI tools? Here we look into the healthcare domain, where a paper titled "General-purpose large language models outperform specialized clinical AI tools on…
Joshua Au YeungHost
Zeljko KraljevicHost
So what I don't get is, why did they pick these benchmarks? Like, why did-- why is this paper about these benchmarks that obviously make no sense given the models you have chosen?
If you walk into a doctor's office now, in 2026 June, I, I see a split in, in doctors.
For the more junior or younger or more tech-forward doctors, I see them all on ChatGPT or some kind of LLM, like, doing this exact same thing, right?
Um, and then you see the old school people still reading, uh, papers and stuff.
But, but I think it shows that this is very useful, and even myself, I would use this kind of thing to, even to find those papers, right? I use Perplexity, you know, um, so it does a similar thing.
So what I don't get is, why did they pick these benchmarks? Like, why did-- why is this paper about these benchmarks that obviously make no sense given the models you have chosen?
If you walk into a doctor's office now, in 2026 June, I, I see a split in, in doctors.
For the more junior or younger or more tech-forward doctors, I see them all on ChatGPT or some kind of LLM, like, doing this exact same thing, right?
Um, and then you see the old school people still reading, uh, papers and stuff.
But, but I think it shows that this is very useful, and even myself, I would use this kind of thing to, even to find those papers, right? I use Perplexity, you know, um, so it does a similar thing.
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