[Music] rem scene 105 camera a mark thank you so much for doing this um we're very excited to learn a little more about hypocratic AI can you tell us

a little more about yourself and what the company does yeah I'm Mel Shaw i'm the co-founder and CEO of Hypocratic AI and um I'm a serial entrepreneur this is

actually my fourth company that I built and run um this is kind of what I do it's what I love to do it's what I'm built to do and

the company itself today is focused on building a large language model for healthcare when you think of AI and you know you think of LLMs how do you tie

those back to ensuring that the product is safe and the product is doing exactly what it's supposed to do without going on a tangent or doing something errant yeah

i mean I think there's a inside out and an outside in approach so a lot of people have been talking about prompt engineering and evals and I think there's more

we can do there but I think also on the outside in it's how we test the product it's how we safety test the product it's how we evaluate the

product in novel ways to make sure it's behaving the way it's supposed to I think a lot of what we're doing is building a lot of those tools as

well as the core model itself so that's our kind of thesis is both layers of safety not just the core model layer but the meta layer around it how

do we instruction tune it how do we test it how do we eval it how do we know it hasn't regressed when we update it and then the final

piece is how do we deploy it in a way that there's a human in the loop there's a safety net there's a safety guard in that actual deployment and use

case as well so it's kind of like safety throughout the pipeline