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Jensen Huang has a simple test to spot which engineers are getting left behind. "That $500,000 engineer — at the end of the year I'm going to ask him how much did you spend in tokens. And if that person said $5,000, I will go ape." His benchmark? If...

58,652 次观看 • 4 个月前 •via X (Twitter)

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Jensen Huang: “If that $500,000 engineer did not consume at least $250,000 worth of tokens, I'm going to be deeply alarmed.” The Nvidia CEO expects his highly paid engineers to be spending at least HALF their salaries on tokens to supercharge their abilities. @jason: “ The conversation we've had on the pod a number of times is, ‘Oh my God, look at the token usage in our companies.’ It is growing massively.” “And some people are asking, ‘Hey, when I join a company, how many tokens do I get? Because I want to be an effective employee.’” “You've postulated, I believe, $75,000 in tokens for each engineer, something like that.” “So are you spending, at Nvidia, $1 billion, $2 billion on tokens for your engineering team right now?” Jensen: “We're trying to.” “Let me give you the thought experiment: Let's say you have a software engineer or AI researcher and you pay them $500,000 a year. We do that all the time.” “That $500,000 engineer, at the end of the year, I'm going to ask them, how much did you spend in tokens?” “If that person said, ‘$5,000,’ I will go ape… something else.” “If that $500,000 engineer did not consume at least $250,000 worth of tokens, I'm going to be deeply alarmed. “And this is no different than one of our chip designers who says, ‘Guess what? I'm just going to use paper and pencil, I don't think I'm going to need any CAD tools.’” Jason: “This is a real paradigm shift, to start thinking about these all-star employees, it almost reminds me of what we learned in the NBA when LeBron James started spending a million dollars a year just on his health and his body, like in maintaining it. Here he is at age 41, still playing.” “These are incredible knowledge workers. Why wouldn't we give them superhuman abilities?”

The All-In Podcast

96,648 次观看 • 4 个月前

Jensen Huang just explained why every company cutting engineers over AI is asking the entirely wrong question. Huang: “People say, I don’t need software engineers because apparently coding is going to be automated.” That was the narrative. Here is what Huang actually did. Huang: “I’ve given AIs to every one of my software engineers and hardware engineers and engineers period. 100% of NVIDIA has AI assistants, AI coders, and they’re busier than ever.” Not fewer engineers. Not smaller teams. Busier than ever. That is the line most companies are getting completely wrong right now. They hear “AI can write code” and immediately start cutting headcount. Huang did the opposite. He armed everyone. Huang: “And so the question is, what is the task versus what is the job? No different than a financial analyst; the task is mess around with spreadsheets, but the job is to make financial advice. The job is to help a customer.” Writing code was always the task. It was never the job. The job is architecture. Knowing what to build. Why it matters. How it fits into a system that actually creates value. Code is the execution layer between the idea and the outcome. Nothing more. When you automate that layer, you don’t eliminate the engineer. You eliminate the bottleneck between what they can envision and what they can ship. The companies using AI to cut headcount are optimizing for cost. The companies using AI to multiply output are optimizing for territory. Nvidia chose territory. Every engineer at the most valuable semiconductor company on Earth now operates with an AI assistant. Not a pilot program. Not an experiment. Company-wide. Every function. Every team. And the result is not less work. It is more work. Faster. At a scale that was physically impossible twelve months ago. The companies that understand the difference between eliminating engineers and unleashing them will build what comes next. The ones that don’t will watch their best talent walk out the door to the ones that did.

Dustin

82,748 次观看 • 4 个月前

🔥NOW: RFK Jr. tells Dr. Drew how he plans to attack the epidemic of addiction in America: "In the 20-year Vietnam war, we lost 56,000 American kids. So we're losing almost double that every year from this disease. You'd think that the trillion dollars we put into that war and the daily preoccupation on the news, the nightly news coverage for 20 years the presidential elections that were fixated on it, and it's half the number of people that are effected every single year. Our communities are being torn apart. We need to give this the same priority. I'm very reluctant to dictate a government solution. What we found from touring, this is a small fraction of the places we actually visited. I wanted to see every place that's doing this right, and what we found is there's a tremendous diversity of approaches that are working very very well. One thing almost all of them have in common is that they don't have government support. And so I'm very reluctant to get the government involved in a way that is going to micromanage places like this. I want to make the government support them and that may be through land purchases and through those kinds of contracts but I don't want the government to be coming in and micromanaging. I think this has to be run by NGOs and we have to use a lot of different approaches. You know Franklin Roosevelt when he was launching the New Deal said 'We're going to try these programs and we're going try something one thing at a time and if it doesn't work we're going to abandon it and were going to try something else, but were always going to be trying something.' And all I can guarantee, I can't tell you right now that there's one solution or even a multiplicity of solutions but what I can tell you is that in my administration we're going to solve the problem because I'm going to focus on it. And if there are things that are working we're going to create ecosystems in which those kinds of solutions can proliferate.

Tayyy

144,322 次观看 • 2 年前

I have a friend who doesn't read anything published in the past 50 years, and the more I think about it, the more I think he's onto something. The reason is that time is the best filter we have for quality. People are bad at judging quality in the moment but very good at getting rid of junk over time. — — "History is not very good at capturing all that is great in art. It is not good at that. There are many great symphonies that have been lost permanently, there are many great painters that died unknown and their paintings are gone, there's novels that have been written that no one will ever read. So history is not good at capturing all this great art. But history is very good at discarding all that is mediocre. And the amount of time that that takes, it's something like 50 years. So over the course of 50 years, what will happen is a lot of stuff that was prominent will be re-filtered and re-filtered and re-filtered, and you'll end up with a smaller group of things which have survived that test of time. So if you think about it right now, if you go back and look at the bestseller lists for 1974, 1973, there's a lot of that that would have been highly regarded at the time, which people do not read anymore for a variety of reasons, and there's some that has survived, and that's a very telling distinction. So in a world where I'm turning 60 this year, you have a limited amount of time, all four of us have active lives, we want to make sure that if we're going to sit down, we're going to read carefully, we're going to meet and we're going to discuss it in detail, we want to make sure that the work is rewarding. And the best way to ensure that is by drawing from the past." amor towles

David Perell

86,755 次观看 • 1 年前

Seattle Seahawks HC Mike Macdonald - Scouting Pass Protections - "You're really just trying to get what their rule is to start when they leave the huddle. What do I want to present them with because how am I going to anticipate how they're going to react based on the looks they've gotten in the past, the looks we've given them and then we can go to work." - "You definitely have to account for 7 man protection. You'll find the more you blitz, the more 7 man you're going to see." - "Those are decisions you have to make when you're building your plan. We know that we're getting this protection when they give us this formation and we got a sweet pressure that will hit them to do it, there is a spot and a time and place for that." - "There is a time & place for saying I'm not sure when they're going to go to 7 man, even if we're in 5 man rush, our dudes can get there. We're going to at least have a couple 1 on 1s that we can win. Let's not overdo it with all these checks and all this other BS so our guys can just go out there and execute the call, there is a space for that as well." - "And then there is also a space for hey we're brining two off the edge right here, they're going to have this picked up, why even run against the wall, let's check out of it and go to rush and coverage and double 2/3 guys running a route. Those are the questions you want to ask yourself throughout the week and a lot of times it comes down to whether or not you can anticipate them being in that particular thing."

James Light

68,135 次观看 • 20 天前