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Creators Summary: Stepchange's Data Centers Episode

"It lives in nearly 12,000 buildings worldwide, consuming almost 5% of electricity in the U.S. It also lives inside these garden-hose-sized cables that are laid across the darkest parts of the ocean floor." — Ben Shwab Eidelson [00:01:21]

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"When I introduced myself, said this is Morris Chang, he immediately shouted at those people that were making noises. He said, quiet. Morris Chang is calling me." — Morris Chang [on his first call with Jensen Huang, ~1997] [00:07:01]

"I wasn't all that worried because what reviewed in my mind, all the characteristics that Apple is looking for in…

"My reaction entering Harvard was sheer ecstasy, almost disbelief. What a country! The United States was at its peak in its moral leadership, its political leadership in terms of democracy, and it was the richest country in the world." — Morris Chang [00:08:07]

"Real men have fabs." — Jerry Sanders, co-founder & CEO of AMD *(said in the…

"what used to matter a lot was execution was very very fucking difficult and ideas were cheap now ideas are cheap and plentiful but execution is very easy so really only the good ideas are the ones that can justify the spend on super cheap implementation" - Dylan Patel [00:18:57]

"if you don't use more tokens you'll never escape the permanent…

"We want to be the best caddy to the best golfers in the world. If I ask you to name me 10 great caddies, I'll be shocked if you can name one, but I can name 10 great golfers." - Divesh Makan [00:00:43]

"Technology for us was the first ever horizontal. Everyone looked at it as a vertical and we said no, that's wrong... it won't even use the word…

"Co-design is when we can not only make the software better or the hardware better in isolation... we want to make both better and we might want to change the hardware in a way that makes some sacrifices today that will reap rewards in the future." - Clive Chan [00:01:08]

"It becomes co-design when you say 'actually some of these metrics are…

"The speed at which this can process reason across large code bases means that they're just going to find more bullets. They're going to shoot more bullets." - Rory [00:03:39]

"I am just so burned out of the boy who cries wolf... Every job's going to be destroyed. Everything is insecure... enough already." - Jason…

"I feel like the models have gotten way way better at sort of problems with verifiable rewards so things like math encoding... you saw like our Gemini model entered the IMO contest and got a gold medal." - Jeff Dean [00:01:00]

"we basically can achieve um you know two millimeters per nanosecond basically the time of flight over over wires on the…

"The input is electron, the output is tokens. That is in the middle, Nvidia, and our job is to do as much as necessary, as little as possible to enable that transformation to be done at incredible capabilities." - Jensen Huang [00:01:46]

"Moore's law is increasing about 25% per year... the only way to really get 10x leaps, 100x leaps is to…

"ai alignment don't get me wrong is hard but not the hardest problem Human alignment is really the problem right now" - Anj Midha [00:00:00]

"If we don't secure frontier model inference or what I call state-of-the-art inference behind a coordinated Iron Dome I don't think we have a sustainable shot at staying at the frontier over the next decade" -…

"what is the cost of killing every Russian you would be surprised but the cost of killing every Russian is less than $1,000 now that's why they send so many people to die on the front line they don't count them they don't value them" - Oleksandr Kamyshin [00:04:21]

"a Patriot missile battery cost about a billion dollars to procure one system each missile cost about $4…

"In the age of AI the hyperscalers were a bit slow to move... there was a new low bar right there's no need for a lot of the complex software that Amazon, Microsoft, Google had built up and a lot of this in fact slowed down AI." - Dylan Patel [00:00:37]

"Code agent revenue has gone from a couple billion to north of 10 billion in like a very short…

"Fundamentally the goal of physical intelligence is to develop robotic foundation models that can control basically any embodied system to do any task." - Sergey Levine [00:01:10]

"Generalization you can't just show it in like in one spot right like the point of generalization is that it does something relatively mundane that any human could do…

"We have seen the hyperscalers’ capital budgets and R&D budgets in 2026 and 2027 combined increase by more than $300 billion." - Brian Singer [00:01:23]

"If you just observe the way that these agentic systems work, they are furnaces for tokens." - George Lee [00:03:30]

"We're now…

"i think the entire Silicon Valley like 80% of the startups here are starting to rethink everything now that coding has come this far." - Waleed Atallah [00:00:51]

"the point is that you cannot um have code generation itself be your product i think we're going to see a lot of basically giving the taking the codegen capability and then making…

"we're arguing that there's not enough wafer fab capacity power is no longer the biggest constraint and right now it's really not enough front end capacity" - Ivan [00:01:56]

"recently Nvidia overtook Apple as the largest TSMC customer in 2025" - Shravan [00:04:18]

"based on our…

"2026 will be a massive year for AI hardware no matter if GPUs, ASICs, or beyond, and I'm not sure we can still talk about an emerging industry." - SemiAnalysis Host [00:00:01]

"If Nvidia is Goliath, this company would be David. At least I'm sure that's what AMD would like to hear." - SemiAnalysis Host…

"AI is not the model it's the system it's the computer... models are essentially becoming just tools like file systems and connectors." - Aravind Srinivas [00:11:43]

"The amount of computing use in pre-training was like 90% of training 2, 3, 5 years ago but in the future the amount of training percentage in pre-training is probably going to be…