Med-PaLM 2, every mention

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▶ 18:04 Elad Gil How do you think that plays out as, um, so if you look at some of these, um, labeling companies that also then hire experts in to sort of provide some of the at least expert content that you mentioned, um, if you look at some of the models…

▶ 19:14 Elad Gil Because I think even in the MedPalm-II paper from Google a couple years ago, they fine-tuned a model, I think Palm-II, to basically, you know, outperform the average physician on medical information.

▶ 22:07 Elad Gil But I'm just thinking of, like, MedPalm or something, right, where MedPalm II, where the output of the model was better than the average physician.

▶ 25:43 Dr. Shiv Rao And relatedly, if you go back and you look at, uh, some of the early research, you know, MedPalm II, for example, came out, I don't know what, two, three years ago now.

▶ 26:38 Elad Gil I mean, I'm thinking of things like the older, like MedPalm II models and things like that, where they outperformed human physicians in terms of output.

▶ 17:46 Elad Gil So if I look at certain models, MedPalm II would be a good example where Google released a model where they showed that, um, the model output was better than the average physician.

▶ 5:28 Elad Gil There's a series of models and there's lots of domain specific models that Google has really been forward thinking on things like MedPalm II or SecPalm or other things like that. 2 times in the scene

▶ 10:08 Elad Gil And I think the, the early signs that that was going to be true was actually MedPalm two, where Google showed that

▶ 0:07 Sarah Guo Today, we're speaking with Karin Singel, a researcher at Google, where he is a leader on medical AI, specifically on MedPalm II, where he and a team are working on a responsible path to generative AI in healthcare. 2 times in the scene
▶ 7:59 Elad Gil And so you did that, and then I guess if you start looking at this now shift from POM to POM-II and from MEDPOM to MEDPOM-II, did you basically just reproduce that same approach for MEDPOM-II or did you do anything different there?
▶ 26:08 Karan Singhal They, they're just kind of taking all the knowledge of POM and POM-II and then just kind of 2 times in the scene
▶ 30:09 Karan Singhal So you're already in a setting in which you need experts to be able to evaluate, uh, answers, and one thing we're seeing with MedPOM-II as we get closer to physician-level performance on medical question answering is that it's hard to tell…
▶ 36:28 Karan Singhal Like, think about just the improvement from MedPom-I, GPT-IV, MedPom-II in three months.

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