"this is the greatest force of reducing the technology divide the world's ever known it will have an impact on GDP of every country uh in the double digits in the coming years nobody's going to do this..."

"all things National infrastructure um and open source and so let's let's just start with the first question I usually get from nation state leaders which is is AI actually a general purpose technology..."

"makes it uh and find a dedicated National AI strategy by the way everything Arthur said is 100% correct it is also exactly the reason why everybody's given up and it's precisely wrong and the reason f..."

"nobody's going to care about it about Israel more than Israel despite the fact that the technology is general purpose and absolutely true how could intelligence not be general purpose um it is also it..."

"I think what that means is that there's an infrastructure there are chips that obviously not every country are going to build there are uh general purpose models like base models compression of the we..."

"uh AI systems so you need vertical experts or you need cultural experts or you need people with a certain uh um National agenda to partner with uh technological companies that can expose the open sour..."

"some uh some dependencies so that's I think in that sense it is similar what is fairly different I think there's two things first of all it's a it's kind of an amorphic technology uh if you want to cr..."

"of course it has all the things that author said AI factories infrastructure etc etc there's another way you could think about it is your digital Workforce now this is a new layer and you've got to de..."

"your country's Digital Data belongs to you your uh national library right your history for so long as you want to digitize it you could make it available to everybody in the world you could also make ..."

"evaluate them continuously improve them right and that flywheel will be managed by the the new the modern version of the IT department right and we'll have biological Workforce and we'll have a digita..."

"future space of AI well so you both said something that I just want to make sure I'm understanding correctly you you called it uh soft a soft concept like your culture and you said there are a bunch o..."

"culture preference somebody's preference is multi-dimensional you know you know what you prefer it's implicit many times in well there's so many there's so many features that that defines my preferenc..."

"centralized AI models where you're thinking that you can encode uh some Universal values and some Universal expertise into uh a general purpose model uh at some point you need to take the general purp..."

"intelligence layer it has to be augmented by something Regional there's hey you know I think McDonald's is pretty good everywhere all right Kentucky Fried Chicken's pretty good everywhere I I think it..."

"company we have some special skills that are very important to us that defines us you know it's highly biased if you will okay they're biased to doing the things that I need them to do very guard rail..."

"uh so we took uh more languages in Arabic more languages in Indian in Indian languages uh and we retrained the model and so we distill this extra knowledge that the initial model hadn't seen and so in..."

"advise a big nation to think about this the stack we're talking about the chips the compute the data center the models that sit on top the applications and then ultimately the um what you were describ..."

"the time the other thing about technology is when it becomes faster it's easier right you know could you imagine back in the old days of course you know I had the benefit of seeing computers from its ..."

"divide AI is a new way to program a computer it is because by typing in some words you can make the computer do something just like we did in the past right we used to type words and we make computers..."

"anything else apparently isn't working and so I I think people realize the incredible capabilities of AI and and how it's helping them with their work I use it every single day I used it this morning ..."

"we we did a good job at it because we we started to release models and then meta started to release models as well right uh and then we had Chinese company like deeps release uh Stronger models and ev..."

"has a lot of good days before it it is impossible to Control software is impossible to control if you want to control it then somebody else's will emerge and become the standard just as Arthur mention..."

"your company is that roughly right right way to exactly exactly by pulling a lot of organizations together to come up with a technology that they can all use and specialize on their own domains right ..."

"country um we're going to transition a little bit now into company building which is something a lot of people are excited to hear from both of you about so let's start with you Jensen you've remarked..."

"forth uh we avoid things like words like division when Nvidia was first started it was it was it was Modern to talk about divisions right and I hated the word divide you know why would you create an o..."

"doesn't seem to make sense to me I agree that uh it feels like companies have personalities and uh and despite the fact that they're organized sometimes similarly I should say that uh obviously we we ..."

"fairly new this is not something that you would find in a typical SAS company uh because because this is inherently a science problem I mean Nvidia is one of the most successful companies that have ov..."

"they don't have to make a strategic or business or otherwise commitment to a ma major Cloud they could go into every cloud and they could even decide to build their own system if they like uh because ..."

"the csps and and then we want to see them succeed um I know that it's a weird thing to say when you see them as a competitor which is the reason we don't see them as a competitor we see them as a coll..."

"think that ecosystem has been the startup ecosystem that Nvidia has invested in creates so much business for the clouds yeah what is the philosophy that led you to invest so deeply in startups and Fou..."

"ends there GTC is a developers conference right um and uh all of our initiatives inside the company is developer first so that's number one the second thing is uh we were pioneering a new Computing ap..."

"and so you know if if there's an amazing uh uh computer science thinker that we haven't engaged with uh you know that's my bad we got to get on it from a Computing perspective what are the most signif..."

"to happen well if you don't have this the right onboarding infrastructure for the agents if you don't have a proper way for your AI systems to learn about the people they are interact with and to lear..."

"understands AI enough uh to create specialized AI systems and I want to think about infrastructure both on the physical side but also on the on the software side so what are the right Primitives what ..."

"and continues to be um now we have post-training right and posttraining is is thought experiments and practice and tutoring and coaching and um all of the skills that we use uh as humans to learn you ..."

"um there's the agentic AI the informational digital worker AIS um but we now have physics AI That's making great progress and then there's physical AI That's making great progress and uh physics AI is..."

"great implications in manufacturing and others you know the US economy is is very heavily weighted on on knowledge workers and and yet many of the other countries are very heavily weighted on on um uh..."