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Well, we, at that time, uh, several different groups reached out to us to ask us for help on using CUDA to accelerate deep learning. And the reason for that was because there was a contest coming up for computer vision- | agent: Yeah.
customer: It was just all sitting there, except for the scientists, except for researchers in universities that, that heard about CUDA and said, "Oh, all you have to do is go buy GeForce?"
agent: But then at this point, I mean, everything was about to change for NVIDIA because in the early two thousand ten... | 2,596.478 | 2,610.998 | customer | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Mm. | customer: It was just all sitting there, except for the scientists, except for researchers in universities that, that heard about CUDA and said, "Oh, all you have to do is go buy GeForce?"
agent: But then at this point, I mean, everything was about to change for NVIDIA because in the early two thousand tens, a group of... | 2,610.998 | 2,611.288 | agent | eng | pt | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
... called ImageNet, and they, they were all developing similar techniques, uh, needed... uh, wanted to use CUDA instead of using CPUs, which would have taken thousands of CPUs. | agent: But then at this point, I mean, everything was about to change for NVIDIA because in the early two thousand tens, a group of researchers in Toronto bought two NVIDIA gaming GPUs, right? Or GeForces. Uh, they plugged them into a computer in a bedroom, and then they trained a neural network to recognize images Way... | 2,611.288 | 2,622.088 | customer | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Right. CPU is one task at a time. | customer: Well, we, at that time, uh, several different groups reached out to us to ask us for help on using CUDA to accelerate deep learning. And the reason for that was because there was a contest coming up for computer vision-
agent: Mm.
customer: ... called ImageNet, and they, they were all developing similar techn... | 2,622.088 | 2,623.838 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
One task at a time. | agent: Mm.
customer: ... called ImageNet, and they, they were all developing similar techniques, uh, needed... uh, wanted to use CUDA instead of using CPUs, which would have taken thousands of CPUs.
agent: Right. CPU is one task at a time. | 2,623.838 | 2,624.947 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Right. | customer: ... called ImageNet, and they, they were all developing similar techniques, uh, needed... uh, wanted to use CUDA instead of using CPUs, which would have taken thousands of CPUs.
agent: Right. CPU is one task at a time.
customer: One task at a time. | 2,624.947 | 2,624.958 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
And they could use our GPUs, with just a few GPUs, maybe a couple of them, running simultaneously on CUDA. Maybe they could train these deep learning models a lot faster and a lot more cost effectively. And so they reached out all the same time. And, um, the leap over previous generation algorithms were so significant,... | agent: Right. CPU is one task at a time.
customer: One task at a time.
agent: Right. | 2,624.958 | 2,653.178 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Right. | customer: One task at a time.
agent: Right.
customer: And they could use our GPUs, with just a few GPUs, maybe a couple of them, running simultaneously on CUDA. Maybe they could train these deep learning models a lot faster and a lot more cost effectively. And so they reached out all the same time. And, um, the leap ov... | 2,653.178 | 2,653.198 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
What's the implication to computers? And so, like we do with everything, you know, reason about, uh, the so what's, which, uh, led to a lot of other good decisions. | agent: Right.
customer: And they could use our GPUs, with just a few GPUs, maybe a couple of them, running simultaneously on CUDA. Maybe they could train these deep learning models a lot faster and a lot more cost effectively. And so they reached out all the same time. And, um, the leap over previous generation algorit... | 2,653.198 | 2,663.118 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
It was a weekend, I guess, in 2013, where you sent a note out and essentially said, "We're now an AI company." Like, Friday you were focused on the gaming. I mean, 'cause the majority of your business was still gaming, maybe, um, people who were doing 3D animation and doing graphics for films. That was a pretty signifi... | customer: And they could use our GPUs, with just a few GPUs, maybe a couple of them, running simultaneously on CUDA. Maybe they could train these deep learning models a lot faster and a lot more cost effectively. And so they reached out all the same time. And, um, the leap over previous generation algorithms were so si... | 2,663.118 | 2,691.438 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Yeah. And the process kind of goes like, uh, what I was explaining earlier. As I do with everything, I break things down to first principles and, and you ask yourself, "What did I learn? Why is it impactful? What are the foundations of this technology that made it effective? Can it do more than this? Uh, how far can th... | agent: Right.
customer: What's the implication to computers? And so, like we do with everything, you know, reason about, uh, the so what's, which, uh, led to a lot of other good decisions.
agent: It was a weekend, I guess, in 2013, where you sent a note out and essentially said, "We're now an AI company." Like, Friday ... | 2,691.438 | 2,747.798 | customer | eng | en | unknown | founder | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Mm. | customer: What's the implication to computers? And so, like we do with everything, you know, reason about, uh, the so what's, which, uh, led to a lot of other good decisions.
agent: It was a weekend, I guess, in 2013, where you sent a note out and essentially said, "We're now an AI company." Like, Friday you were focus... | 2,747.798 | 2,748.278 | agent | eng | pt | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
So by the time that I sent an email to the company integrating everything, everybody's already been brought along, and so it just kind of tends to be my, my management style. But at some point I will, you know, set a direction for the company. | agent: It was a weekend, I guess, in 2013, where you sent a note out and essentially said, "We're now an AI company." Like, Friday you were focused on the gaming. I mean, 'cause the majority of your business was still gaming, maybe, um, people who were doing 3D animation and doing graphics for films. That was a pretty ... | 2,748.278 | 2,761.538 | customer | eng | en | unknown | founder | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
I'm curious again about stress management and conviction. Like, I wonder how you personally dealt with, with that. I mean, there were periods of time where you, and o- obviously other people, believe in the potential of this thing. Like, the capacity is gonna be enormous, but we just have to stay the course. And nothin... | customer: Yeah. And the process kind of goes like, uh, what I was explaining earlier. As I do with everything, I break things down to first principles and, and you ask yourself, "What did I learn? Why is it impactful? What are the foundations of this technology that made it effective? Can it do more than this? Uh, how ... | 2,762.958 | 2,804.698 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
No | agent: Mm.
customer: So by the time that I sent an email to the company integrating everything, everybody's already been brought along, and so it just kind of tends to be my, my management style. But at some point I will, you know, set a direction for the company.
agent: I'm curious again about stress management and co... | 2,804.698 | 2,804.848 | customer | eng | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | ||||||||
... masters of..." | customer: So by the time that I sent an email to the company integrating everything, everybody's already been brought along, and so it just kind of tends to be my, my management style. But at some point I will, you know, set a direction for the company.
agent: I'm curious again about stress management and conviction. L... | 2,804.848 | 2,806.118 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Not going out of business is always high on my list. | agent: I'm curious again about stress management and conviction. Like, I wonder how you personally dealt with, with that. I mean, there were periods of time where you, and o- obviously other people, believe in the potential of this thing. Like, the capacity is gonna be enormous, but we just have to stay the course. And... | 2,806.118 | 2,808.998 | customer | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Yeah. | customer: No
agent: ... masters of..."
customer: Not going out of business is always high on my list. | 2,808.998 | 2,809.578 | agent | eng | id | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Yeah. Showing up in life matters a lot. Showing up every single day matters a lot. Guy, I g- I guess, um, to me it's not that complicated. There's a lot of unknowns, and being a CEO, you're dealing with mostly unknowns, and I'm very comfortable with unknowns. But the first thing you have to do is, to the best of your a... | agent: ... masters of..."
customer: Not going out of business is always high on my list.
agent: Yeah. | 2,809.578 | 2,854.118 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Right | customer: Not going out of business is always high on my list.
agent: Yeah.
customer: Yeah. Showing up in life matters a lot. Showing up every single day matters a lot. Guy, I g- I guess, um, to me it's not that complicated. There's a lot of unknowns, and being a CEO, you're dealing with mostly unknowns, and I'm very c... | 2,854.118 | 2,854.208 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
... share, and so let's go and fight to the bitter end. And, and when your share point goes up by a point, you celebrate with joy. | agent: Yeah.
customer: Yeah. Showing up in life matters a lot. Showing up every single day matters a lot. Guy, I g- I guess, um, to me it's not that complicated. There's a lot of unknowns, and being a CEO, you're dealing with mostly unknowns, and I'm very comfortable with unknowns. But the first thing you have to do is... | 2,854.208 | 2,861.118 | customer | eng | en | unknown | founder | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Mm-hmm. | customer: Yeah. Showing up in life matters a lot. Showing up every single day matters a lot. Guy, I g- I guess, um, to me it's not that complicated. There's a lot of unknowns, and being a CEO, you're dealing with mostly unknowns, and I'm very comfortable with unknowns. But the first thing you have to do is, to the best... | 2,861.118 | 2,861.138 | agent | eng | vi | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
And, I mean, I just don't find any joy in AI. | agent: Right
customer: ... share, and so let's go and fight to the bitter end. And, and when your share point goes up by a point, you celebrate with joy.
agent: Mm-hmm. | 2,861.138 | 2,863.678 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
That wasn't interesting. It was about going in a completely different direction, pursuing something new. | customer: ... share, and so let's go and fight to the bitter end. And, and when your share point goes up by a point, you celebrate with joy.
agent: Mm-hmm.
customer: And, I mean, I just don't find any joy in AI. | 2,863.678 | 2,866.998 | agent | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Creating something that's really, really hard, and I believe if it works, it would make such an extraordinary impact. It was not hard to stay the course. It would've been harder to give up. You know? I, I think that because you believe so deeply in something, it's already manis- manifested fully in my head. | agent: Mm-hmm.
customer: And, I mean, I just don't find any joy in AI.
agent: That wasn't interesting. It was about going in a completely different direction, pursuing something new. | 2,866.998 | 2,884.808 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Mm-hmm. | customer: And, I mean, I just don't find any joy in AI.
agent: That wasn't interesting. It was about going in a completely different direction, pursuing something new.
customer: Creating something that's really, really hard, and I believe if it works, it would make such an extraordinary impact. It was not hard to stay ... | 2,884.808 | 2,884.858 | agent | eng | vi | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
I imagine everybody using it. GeForce has carried it to everybody's computer. Everybody has CUDA inside their PC. And so the question is not to me whether we would succeed; the only question is when and who is gonna be the first application. | agent: That wasn't interesting. It was about going in a completely different direction, pursuing something new.
customer: Creating something that's really, really hard, and I believe if it works, it would make such an extraordinary impact. It was not hard to stay the course. It would've been harder to give up. You know... | 2,884.858 | 2,900.618 | customer | eng | en | unknown | founder | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
When we come back in just a moment, NVIDIA becomes a major player on the world stage, and Jensen reflects on the future of AI and on his own reluctance to reflect on himself. Stay with us. I'm Guy Raz, and you're listening to How I Built This. [upbeat music] Work can be a little weird. I've had plenty of those moments ... | customer: Creating something that's really, really hard, and I believe if it works, it would make such an extraordinary impact. It was not hard to stay the course. It would've been harder to give up. You know? I, I think that because you believe so deeply in something, it's already manis- manifested fully in my head.
a... | 2,900.618 | 3,149.143 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Yeah. I think the first thing that everybody should do is to take the science fiction and the Hollywood versions of artificial intelligence and set that aside and come back to a sensible understanding of what a computer is. It's computers, it's software. It is not conscious. Having said all that, I think we all-- every... | agent: Mm-hmm.
customer: I imagine everybody using it. GeForce has carried it to everybody's computer. Everybody has CUDA inside their PC. And so the question is not to me whether we would succeed; the only question is when and who is gonna be the first application.
agent: When we come back in just a moment, NVIDIA bec... | 3,149.143 | 3,182.634 | customer | eng | en | unknown | founder | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
What are you worried about? | customer: I imagine everybody using it. GeForce has carried it to everybody's computer. Everybody has CUDA inside their PC. And so the question is not to me whether we would succeed; the only question is when and who is gonna be the first application.
agent: When we come back in just a moment, NVIDIA becomes a major pl... | 3,182.634 | 3,183.854 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Well, we have to build the technology safely. And so, uh, could you imagine if the auto industry every single day told you that the car is gonna kill lots and-- lots of people? It's their job to make the car safer. | agent: When we come back in just a moment, NVIDIA becomes a major player on the world stage, and Jensen reflects on the future of AI and on his own reluctance to reflect on himself. Stay with us. I'm Guy Raz, and you're listening to How I Built This. [upbeat music] Work can be a little weird. I've had plenty of those m... | 3,183.854 | 3,198.454 | customer | eng | en | unknown | founder | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Yeah. | customer: Yeah. I think the first thing that everybody should do is to take the science fiction and the Hollywood versions of artificial intelligence and set that aside and come back to a sensible understanding of what a computer is. It's computers, it's software. It is not conscious. Having said all that, I think we a... | 3,198.454 | 3,198.874 | agent | eng | id | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Channel their worry towards making the car safer. I don't think it's helpful for the airline industry to tell you that every single day if the plane fails, it would crash out of the sky. I think all of those narratives are not helpful. Channel- | agent: What are you worried about?
customer: Well, we have to build the technology safely. And so, uh, could you imagine if the auto industry every single day told you that the car is gonna kill lots and-- lots of people? It's their job to make the car safer.
agent: Yeah. | 3,198.874 | 3,212.503 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
But they're coming from the people who are making some of this technology. | customer: Well, we have to build the technology safely. And so, uh, could you imagine if the auto industry every single day told you that the car is gonna kill lots and-- lots of people? It's their job to make the car safer.
agent: Yeah.
customer: Channel their worry towards making the car safer. I don't think it's hel... | 3,212.503 | 3,216.084 | agent | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
I, I guess I've got a different perspective on why it is that they're doing that. | agent: Yeah.
customer: Channel their worry towards making the car safer. I don't think it's helpful for the airline industry to tell you that every single day if the plane fails, it would crash out of the sky. I think all of those narratives are not helpful. Channel-
agent: But they're coming from the people who are ma... | 3,217.174 | 3,221.693 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Yeah. | customer: Channel their worry towards making the car safer. I don't think it's helpful for the airline industry to tell you that every single day if the plane fails, it would crash out of the sky. I think all of those narratives are not helpful. Channel-
agent: But they're coming from the people who are making some of ... | 3,221.694 | 3,222.554 | agent | eng | id | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Uh, maybe it's because they want the world to, to realize the technology they invented was so powerful- | agent: But they're coming from the people who are making some of this technology.
customer: I, I guess I've got a different perspective on why it is that they're doing that.
agent: Yeah. | 3,222.554 | 3,229.734 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Right | customer: I, I guess I've got a different perspective on why it is that they're doing that.
agent: Yeah.
customer: Uh, maybe it's because they want the world to, to realize the technology they invented was so powerful- | 3,229.734 | 3,229.754 | agent | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
... um, it's a celebration of their own achievements. Maybe they are genuinely scared themselves, and that they believe that only they can create a technology and keep it safe, ignoring the fact that there are millions of innovators around the world who are thinking about AI safety, AI security- | agent: Yeah.
customer: Uh, maybe it's because they want the world to, to realize the technology they invented was so powerful-
agent: Right | 3,229.754 | 3,248.414 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Mm-hmm | customer: Uh, maybe it's because they want the world to, to realize the technology they invented was so powerful-
agent: Right
customer: ... um, it's a celebration of their own achievements. Maybe they are genuinely scared themselves, and that they believe that only they can create a technology and keep it safe, ignori... | 3,248.414 | 3,248.544 | agent | eng | de | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
... and building technology for AI safety and AI security. There, there were even attitudes that, that we ought to slow down AI innovation, which I believe is exactly the opposite. | agent: Right
customer: ... um, it's a celebration of their own achievements. Maybe they are genuinely scared themselves, and that they believe that only they can create a technology and keep it safe, ignoring the fact that there are millions of innovators around the world who are thinking about AI safety, AI security-
... | 3,248.544 | 3,259.154 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Mm-hmm. | customer: ... um, it's a celebration of their own achievements. Maybe they are genuinely scared themselves, and that they believe that only they can create a technology and keep it safe, ignoring the fact that there are millions of innovators around the world who are thinking about AI safety, AI security-
agent: Mm-hmm... | 3,259.154 | 3,259.734 | agent | eng | vi | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
We ought to speed up AI innovation because through innovation, we can make the technology safer, more secure. And obviously, it's proven to be true. The fact of the matter is, the AI technology of today is more grounded on truth. It hallucinates less- | agent: Mm-hmm
customer: ... and building technology for AI safety and AI security. There, there were even attitudes that, that we ought to slow down AI innovation, which I believe is exactly the opposite.
agent: Mm-hmm. | 3,259.734 | 3,274.954 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Yeah | customer: ... and building technology for AI safety and AI security. There, there were even attitudes that, that we ought to slow down AI innovation, which I believe is exactly the opposite.
agent: Mm-hmm.
customer: We ought to speed up AI innovation because through innovation, we can make the technology safer, more se... | 3,274.954 | 3,275.254 | agent | eng | tr | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
... it lies less, and all of that technology, um, needed to be invented. And so I-- my single greatest worry is that United States doesn't take advantage of the technology because we scared everybody. | agent: Mm-hmm.
customer: We ought to speed up AI innovation because through innovation, we can make the technology safer, more secure. And obviously, it's proven to be true. The fact of the matter is, the AI technology of today is more grounded on truth. It hallucinates less-
agent: Yeah | 3,275.254 | 3,287.334 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
What do you mean? | customer: We ought to speed up AI innovation because through innovation, we can make the technology safer, more secure. And obviously, it's proven to be true. The fact of the matter is, the AI technology of today is more grounded on truth. It hallucinates less-
agent: Yeah
customer: ... it lies less, and all of that te... | 3,287.334 | 3,288.734 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Uh, right now the sentiments for AI in the United States is lower than most countries. | agent: Yeah
customer: ... it lies less, and all of that technology, um, needed to be invented. And so I-- my single greatest worry is that United States doesn't take advantage of the technology because we scared everybody.
agent: What do you mean? | 3,288.734 | 3,295.014 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Because the message is, it's gonna take your job? | customer: ... it lies less, and all of that technology, um, needed to be invented. And so I-- my single greatest worry is that United States doesn't take advantage of the technology because we scared everybody.
agent: What do you mean?
customer: Uh, right now the sentiments for AI in the United States is lower than mos... | 3,295.014 | 3,297.194 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
It's gonna take your job, it's gonna be existential threat, it's going to go into a singularity, and it'll be the end of the world. | agent: What do you mean?
customer: Uh, right now the sentiments for AI in the United States is lower than most countries.
agent: Because the message is, it's gonna take your job? | 3,297.194 | 3,303.294 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
And you think that conversation's only happening here or in the West? | customer: Uh, right now the sentiments for AI in the United States is lower than most countries.
agent: Because the message is, it's gonna take your job?
customer: It's gonna take your job, it's gonna be existential threat, it's going to go into a singularity, and it'll be the end of the world. | 3,303.294 | 3,307.054 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Oh, by far. By far. I travel the world. By far. In the West is, uh, really out of control, and I think we're doing ourselves a disservice. Let me give you an example. So a decade ago, somebody said, "Listen, the first profession that's going to be wiped out is radiology." | agent: Because the message is, it's gonna take your job?
customer: It's gonna take your job, it's gonna be existential threat, it's going to go into a singularity, and it'll be the end of the world.
agent: And you think that conversation's only happening here or in the West? | 3,307.054 | 3,321.538 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Yeah. | customer: It's gonna take your job, it's gonna be existential threat, it's going to go into a singularity, and it'll be the end of the world.
agent: And you think that conversation's only happening here or in the West?
customer: Oh, by far. By far. I travel the world. By far. In the West is, uh, really out of control, ... | 3,321.538 | 3,321.968 | agent | eng | id | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
And the reason for that is because the first model that was invented was used for computer vision. | agent: And you think that conversation's only happening here or in the West?
customer: Oh, by far. By far. I travel the world. By far. In the West is, uh, really out of control, and I think we're doing ourselves a disservice. Let me give you an example. So a decade ago, somebody said, "Listen, the first profession that... | 3,321.968 | 3,325.498 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Right. | customer: Oh, by far. By far. I travel the world. By far. In the West is, uh, really out of control, and I think we're doing ourselves a disservice. Let me give you an example. So a decade ago, somebody said, "Listen, the first profession that's going to be wiped out is radiology."
agent: Yeah.
customer: And the reason... | 3,325.498 | 3,326.058 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Computer vision is used-- would be trained to read radiology scans better than any humans can, and therefore, no radiologists will be necessary. Well, it turns out they were absolutely right, a hundred percent right. AI has now completely revolutionized radiology. | agent: Yeah.
customer: And the reason for that is because the first model that was invented was used for computer vision.
agent: Right. | 3,326.058 | 3,342.528 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Mm-hmm. | customer: And the reason for that is because the first model that was invented was used for computer vision.
agent: Right.
customer: Computer vision is used-- would be trained to read radiology scans better than any humans can, and therefore, no radiologists will be necessary. Well, it turns out they were absolutely ri... | 3,342.528 | 3,342.587 | agent | eng | vi | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Every single radiologist uses AI to study the scans. | agent: Right.
customer: Computer vision is used-- would be trained to read radiology scans better than any humans can, and therefore, no radiologists will be necessary. Well, it turns out they were absolutely right, a hundred percent right. AI has now completely revolutionized radiology.
agent: Mm-hmm. | 3,342.587 | 3,345.998 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Right. | customer: Computer vision is used-- would be trained to read radiology scans better than any humans can, and therefore, no radiologists will be necessary. Well, it turns out they were absolutely right, a hundred percent right. AI has now completely revolutionized radiology.
agent: Mm-hmm.
customer: Every single radiolo... | 3,345.998 | 3,346.198 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
It does it incredibly fast, incredibly accurately, better than a human can. However, radiologist demand has gone up. | agent: Mm-hmm.
customer: Every single radiologist uses AI to study the scans.
agent: Right. | 3,346.198 | 3,354.858 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Yeah. | customer: Every single radiologist uses AI to study the scans.
agent: Right.
customer: It does it incredibly fast, incredibly accurately, better than a human can. However, radiologist demand has gone up. | 3,354.858 | 3,355.358 | agent | eng | id | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
The number of patients that we're able to take care of, the number of scans has now grown. | agent: Right.
customer: It does it incredibly fast, incredibly accurately, better than a human can. However, radiologist demand has gone up.
agent: Yeah. | 3,355.358 | 3,360.698 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
'Cause it's cheaper also. | customer: It does it incredibly fast, incredibly accurately, better than a human can. However, radiologist demand has gone up.
agent: Yeah.
customer: The number of patients that we're able to take care of, the number of scans has now grown. | 3,360.698 | 3,361.598 | agent | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Because it's cheaper and faster, and therefore, you wanna do more scans, so that you can do a better job diagnosing disease. What is fundamentally missed is that a job has a purpose and a task. The task is to study the radiology- | agent: Yeah.
customer: The number of patients that we're able to take care of, the number of scans has now grown.
agent: 'Cause it's cheaper also. | 3,361.598 | 3,373.858 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Mm-hmm | customer: The number of patients that we're able to take care of, the number of scans has now grown.
agent: 'Cause it's cheaper also.
customer: Because it's cheaper and faster, and therefore, you wanna do more scans, so that you can do a better job diagnosing disease. What is fundamentally missed is that a job has a pu... | 3,373.858 | 3,374.198 | agent | eng | de | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
... the scans, but the purpose is to diagnose disease. Turns out hospitals are now seeing more patients, generating more revenues, which enables them to support more patients, and they need to hire more radiologists. Now, where's the harm? The harm could be that by well-known experts declaring the end of an entire prof... | agent: 'Cause it's cheaper also.
customer: Because it's cheaper and faster, and therefore, you wanna do more scans, so that you can do a better job diagnosing disease. What is fundamentally missed is that a job has a purpose and a task. The task is to study the radiology-
agent: Mm-hmm | 3,374.198 | 3,411.677 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
So we-- you're saying we-- the conversation we're having here is very binary in the United States. Like, we're saying it's gonna be this or this, and so the argument you're making is that there's a lack of imagination. So for example, you know, I've got a son who's gonna go to college next year, right? And so a lot of ... | customer: Because it's cheaper and faster, and therefore, you wanna do more scans, so that you can do a better job diagnosing disease. What is fundamentally missed is that a job has a purpose and a task. The task is to study the radiology-
agent: Mm-hmm
customer: ... the scans, but the purpose is to diagnose disease. T... | 3,412.958 | 3,450.818 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Partly. I believe the opportunities, the potential, uh, for a new college grad in computer science or computer engineering or software engineering or chip design today is far, far greater than the opportunities and potential when I came out of school. | agent: Mm-hmm
customer: ... the scans, but the purpose is to diagnose disease. Turns out hospitals are now seeing more patients, generating more revenues, which enables them to support more patients, and they need to hire more radiologists. Now, where's the harm? The harm could be that by well-known experts declaring t... | 3,450.818 | 3,466.538 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Mm-hmm. | customer: ... the scans, but the purpose is to diagnose disease. Turns out hospitals are now seeing more patients, generating more revenues, which enables them to support more patients, and they need to hire more radiologists. Now, where's the harm? The harm could be that by well-known experts declaring the end of an e... | 3,466.538 | 3,466.958 | agent | eng | vi | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
The tools they have to work with is a billion times more capable. It's, uh, super highly automated already today, and yet they're busier than ever. And the reason for that is because we have ideas of the things that we wanna build that we didn't conceive of at the time without the tools that we have. AI is going to hel... | agent: So we-- you're saying we-- the conversation we're having here is very binary in the United States. Like, we're saying it's gonna be this or this, and so the argument you're making is that there's a lack of imagination. So for example, you know, I've got a son who's gonna go to college next year, right? And so a ... | 3,466.958 | 3,507.418 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Hmm. And that conversation is not happening in China? | customer: Partly. I believe the opportunities, the potential, uh, for a new college grad in computer science or computer engineering or software engineering or chip design today is far, far greater than the opportunities and potential when I came out of school.
agent: Mm-hmm.
customer: The tools they have to work with ... | 3,507.418 | 3,510.618 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Um, they're not buying it. They're just not buying it. For me, the most harmful thing we could do to our society, our closest families, is to scare everybody so that we don't benefit in the next several decades, the other countries will. We can't allow that to happen. | agent: Mm-hmm.
customer: The tools they have to work with is a billion times more capable. It's, uh, super highly automated already today, and yet they're busier than ever. And the reason for that is because we have ideas of the things that we wanna build that we didn't conceive of at the time without the tools that we... | 3,510.618 | 3,527.538 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Do you think that there is a possibility that in ten years from now, NVIDIA will have an order of magnitude more employees? | customer: The tools they have to work with is a billion times more capable. It's, uh, super highly automated already today, and yet they're busier than ever. And the reason for that is because we have ideas of the things that we wanna build that we didn't conceive of at the time without the tools that we have. AI is go... | 3,529.078 | 3,534.868 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Before AI or after AI, I don't think it would make any difference. The difference is that with AI, along with my employees, we're gonna have hundreds, thousands of AI assistants helping them doing amazing things. And so our expectations of our company will be different. | agent: Hmm. And that conversation is not happening in China?
customer: Um, they're not buying it. They're just not buying it. For me, the most harmful thing we could do to our society, our closest families, is to scare everybody so that we don't benefit in the next several decades, the other countries will. We can't al... | 3,538.098 | 3,555.718 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Yeah. | customer: Um, they're not buying it. They're just not buying it. For me, the most harmful thing we could do to our society, our closest families, is to scare everybody so that we don't benefit in the next several decades, the other countries will. We can't allow that to happen.
agent: Do you think that there is a possi... | 3,555.718 | 3,556.058 | agent | eng | id | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Things that take t-ten years, I think will take one year. And so, so is that good or bad? It's just-- it's thrilling. It, it's exhilarating, I think. | agent: Do you think that there is a possibility that in ten years from now, NVIDIA will have an order of magnitude more employees?
customer: Before AI or after AI, I don't think it would make any difference. The difference is that with AI, along with my employees, we're gonna have hundreds, thousands of AI assistants h... | 3,556.058 | 3,563.918 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Yeah. | customer: Before AI or after AI, I don't think it would make any difference. The difference is that with AI, along with my employees, we're gonna have hundreds, thousands of AI assistants helping them doing amazing things. And so our expectations of our company will be different.
agent: Yeah.
customer: Things that take... | 3,563.918 | 3,564.478 | agent | eng | id | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
You know, there, there's just so much of the universe that we don't understand. For the first time in history, we have the technology to do so. We will do in the next several decades what it took humanity several hundred years to achieve. | agent: Yeah.
customer: Things that take t-ten years, I think will take one year. And so, so is that good or bad? It's just-- it's thrilling. It, it's exhilarating, I think.
agent: Yeah. | 3,564.478 | 3,578.718 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Well, as a dad of two boys, I hope you're right. | customer: Things that take t-ten years, I think will take one year. And so, so is that good or bad? It's just-- it's thrilling. It, it's exhilarating, I think.
agent: Yeah.
customer: You know, there, there's just so much of the universe that we don't understand. For the first time in history, we have the technology to ... | 3,578.718 | 3,581.438 | agent | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Yeah, I expect to be. | agent: Yeah.
customer: You know, there, there's just so much of the universe that we don't understand. For the first time in history, we have the technology to do so. We will do in the next several decades what it took humanity several hundred years to achieve.
agent: Well, as a dad of two boys, I hope you're right. | 3,581.438 | 3,582.318 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
I know that you don't like, uh, to talk about speculation, but I, I read a, an excerpt from a new book that's coming out. It's called Defending Taiwan by a writer named Ake Freeman, and he paints a scenario of a possible conflict, hot conflict, uh, where, you know, all of a sudden, Taiwan is somehow invaded or occupied... | customer: You know, there, there's just so much of the universe that we don't understand. For the first time in history, we have the technology to do so. We will do in the next several decades what it took humanity several hundred years to achieve.
agent: Well, as a dad of two boys, I hope you're right.
customer: Yeah,... | 3,584.138 | 3,640.068 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Uh, we should always have a resilient supply chain. That's part of building a strong company. And a resilient supply chain has diversity and redundancy, but, uh, sometimes you don't have the benefit of diversity and redundancy. | agent: Well, as a dad of two boys, I hope you're right.
customer: Yeah, I expect to be.
agent: I know that you don't like, uh, to talk about speculation, but I, I read a, an excerpt from a new book that's coming out. It's called Defending Taiwan by a writer named Ake Freeman, and he paints a scenario of a possible conf... | 3,641.268 | 3,656.718 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Yeah. | customer: Yeah, I expect to be.
agent: I know that you don't like, uh, to talk about speculation, but I, I read a, an excerpt from a new book that's coming out. It's called Defending Taiwan by a writer named Ake Freeman, and he paints a scenario of a possible conflict, hot conflict, uh, where, you know, all of a sudden... | 3,656.718 | 3,656.838 | agent | eng | id | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
So you make the best you can. Uh, I think the-- there are a lot of conflated questions that are put into that concern. | agent: I know that you don't like, uh, to talk about speculation, but I, I read a, an excerpt from a new book that's coming out. It's called Defending Taiwan by a writer named Ake Freeman, and he paints a scenario of a possible conflict, hot conflict, uh, where, you know, all of a sudden, Taiwan is somehow invaded or o... | 3,656.838 | 3,664.238 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Yeah. | customer: Uh, we should always have a resilient supply chain. That's part of building a strong company. And a resilient supply chain has diversity and redundancy, but, uh, sometimes you don't have the benefit of diversity and redundancy.
agent: Yeah.
customer: So you make the best you can. Uh, I think the-- there are a... | 3,664.238 | 3,664.878 | agent | eng | id | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
You know, if you ask me, am I concerned about a, a hot conflict? I'm less concerned than most. But depending on the actions of the leaders, we may cause the hot conflict. And so I am of the opinion that we all must be more long-term minded- | agent: Yeah.
customer: So you make the best you can. Uh, I think the-- there are a lot of conflated questions that are put into that concern.
agent: Yeah. | 3,664.878 | 3,684.322 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Hmm | customer: So you make the best you can. Uh, I think the-- there are a lot of conflated questions that are put into that concern.
agent: Yeah.
customer: You know, if you ask me, am I concerned about a, a hot conflict? I'm less concerned than most. But depending on the actions of the leaders, we may cause the hot conflic... | 3,684.322 | 3,684.942 | agent | eng | da | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
... if we can. We ought to, uh, have a more balanced and nuanced set of policies, not all or nothing. Don't push your adversaries and don't push your competitors to the wall where they have no choice or where there's no cost to a strategic alternative. And so I think that, you know, in, in your question, do I believe i... | agent: Yeah.
customer: You know, if you ask me, am I concerned about a, a hot conflict? I'm less concerned than most. But depending on the actions of the leaders, we may cause the hot conflict. And so I am of the opinion that we all must be more long-term minded-
agent: Hmm | 3,684.942 | 3,717.091 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
What have you had to unlearn as a leader? The bigger this company has gotten and the more experience you've gotten, I mean, you, you are, you know, known for being hard demanding, hard charging. You demand the best out of people. You have yelled at people, all those things. Would you say those things are still how you ... | customer: You know, if you ask me, am I concerned about a, a hot conflict? I'm less concerned than most. But depending on the actions of the leaders, we may cause the hot conflict. And so I am of the opinion that we all must be more long-term minded-
agent: Hmm
customer: ... if we can. We ought to, uh, have a more bala... | 3,718.662 | 3,744.952 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
I don't think people care about style. | agent: Hmm
customer: ... if we can. We ought to, uh, have a more balanced and nuanced set of policies, not all or nothing. Don't push your adversaries and don't push your competitors to the wall where they have no choice or where there's no cost to a strategic alternative. And so I think that, you know, in, in your que... | 3,746.182 | 3,748.162 | customer | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Hmm. | customer: ... if we can. We ought to, uh, have a more balanced and nuanced set of policies, not all or nothing. Don't push your adversaries and don't push your competitors to the wall where they have no choice or where there's no cost to a strategic alternative. And so I think that, you know, in, in your question, do I... | 3,748.162 | 3,749.102 | agent | eng | sv | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
I think people care about your values and what you care about. So long as you're tough on the same things every time it comes up, so long as the moment that it's over, it's over, and they know that they're safe, you love them, you want them to succeed, this is their life's work, and you want it to be as good as it can ... | agent: What have you had to unlearn as a leader? The bigger this company has gotten and the more experience you've gotten, I mean, you, you are, you know, known for being hard demanding, hard charging. You demand the best out of people. You have yelled at people, all those things. Would you say those things are still h... | 3,749.102 | 3,778.102 | customer | eng | en | unknown | founder | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Hmm. | customer: I don't think people care about style.
agent: Hmm.
customer: I think people care about your values and what you care about. So long as you're tough on the same things every time it comes up, so long as the moment that it's over, it's over, and they know that they're safe, you love them, you want them to succe... | 3,778.102 | 3,779.122 | agent | eng | sv | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
And yet I work harder than ever. And the reason for that is because I want everything that I have, they have. I want them to see-- to realize their dreams. Um, so long as you're pure and high integrity and completely there for them, you could be quite challenging to people, and they know that you're on their side. | agent: Hmm.
customer: I think people care about your values and what you care about. So long as you're tough on the same things every time it comes up, so long as the moment that it's over, it's over, and they know that they're safe, you love them, you want them to succeed, this is their life's work, and you want it to... | 3,779.122 | 3,797.862 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
You, you have been on the record as basically saying-- you've, you've been asked, "Would you do this again? Would you do this all over again?" And I'm, I'm sort of paraphrasing, but you said a version of, "No, I wouldn't do it again." | customer: I think people care about your values and what you care about. So long as you're tough on the same things every time it comes up, so long as the moment that it's over, it's over, and they know that they're safe, you love them, you want them to succeed, this is their life's work, and you want it to be as good ... | 3,799.721 | 3,810.791 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Yeah, no way. Yeah. | agent: Hmm.
customer: And yet I work harder than ever. And the reason for that is because I want everything that I have, they have. I want them to see-- to realize their dreams. Um, so long as you're pure and high integrity and completely there for them, you could be quite challenging to people, and they know that you'... | 3,810.791 | 3,811.582 | customer | eng | so | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
So can you explain that? I mean, we've sort of have the outlines of all of the troughs, and there were a lot of troughs. | customer: And yet I work harder than ever. And the reason for that is because I want everything that I have, they have. I want them to see-- to realize their dreams. Um, so long as you're pure and high integrity and completely there for them, you could be quite challenging to people, and they know that you're on their ... | 3,811.582 | 3,819.542 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
Yeah. | agent: You, you have been on the record as basically saying-- you've, you've been asked, "Would you do this again? Would you do this all over again?" And I'm, I'm sort of paraphrasing, but you said a version of, "No, I wouldn't do it again."
customer: Yeah, no way. Yeah.
agent: So can you explain that? I mean, we've so... | 3,819.542 | 3,819.682 | customer | eng | id | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
And, and I'm trying to even imagine like quarterly- | customer: Yeah, no way. Yeah.
agent: So can you explain that? I mean, we've sort of have the outlines of all of the troughs, and there were a lot of troughs.
customer: Yeah. | 3,819.682 | 3,822.252 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
It's, it's rough. Yeah | agent: So can you explain that? I mean, we've sort of have the outlines of all of the troughs, and there were a lot of troughs.
customer: Yeah.
agent: And, and I'm trying to even imagine like quarterly- | 3,822.252 | 3,823.242 | customer | eng | en | unknown | other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct | |||||||
... I'm trying to imagine quarterly earning calls in two thousand and seven when- | customer: Yeah.
agent: And, and I'm trying to even imagine like quarterly-
customer: It's, it's rough. Yeah | 3,823.242 | 3,826.352 | agent | eng | en | unknown | host | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | high | Llama-3.3-70B-Instruct_20260713T143033Z | meta-llama/Llama-3.3-70B-Instruct |
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