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Control Systems is the closest thing engineering has to magic! You get to measure what physics is doing right now, then fight back fast enough that the outcome looks impossible. Episode 3 In this scene a tall rocket falls toward a moving barge and lands using only a throttle...

22,696 次观看 • 5 个月前 •via X (Twitter)

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Chamath: Two terms you need to pay attention to in AI are Prefill and Decode “There's two terms that I think you're going to hear a ton about over these next few years.” “The first term is prefill, and the next is decode.” “What prefill and decode are, are two very distinct ways of how models think, and how a model goes through the process of answering a question that you ask it.” “And so when you send a prompt to AI, what happens is that the model processes it. This is called the reading phase or prefill.” “It reads your entire prompt all at once. And then it does a bunch of math, calculates all these relationships between all the words, and it stores them in temporary memory.” “The problem is that this is really compute bound. So it requires massive brute force. And Nvidia GPUs crush here.” “And their architecture is designed for massive parallel processing, which makes them really amazing at digesting these long prompts.” “So the problem just gets bigger and bigger, Nvidia just completely dominates.” “But the next phase though, this critical phase, the decode phase, is the writing phase, right?” “So the model starts to generate a response, you ask it a question and its response, one token at a time.” “And then to pick the next token to pick the next word, it has to look back at everything it has said already so that it doesn't hallucinate.” “The problem is that this is incredibly memory bandwidth constrained.” “And in our architecture, a long time ago, we made these design decisions from day one.” “And so what we did was we took a very different architectural approach, we took a very conservative process technology. We weren't pushing the boundaries of physics.” “And we used a lot of what's called SRAM. So memory on the chip so that we could do this decode thing as well or better than everybody else.” “And so now when you put these two things together, I just think it's going to create a huge acceleration in the ability for this entire infrastructure layer to get much cheaper and much more valuable, which I suspect then it'll have a lot more developer pull, you'll get a lot more applications being built, billions and billions of more people using it.”

The All-In Podcast

567,546 次观看 • 6 个月前

COACHES: This is another HUGE pet peeve of mine. Players trying to do it all themselves and making a potential rush opportunity into a 1v1. The higher the level you play, the less likely a player will beat a defender 1v1. Especially on the rush. I see so many kids try to do it themselves - and if the kid is talented enough at the younger ages it potentially may work out. But as players advance to higher and higher levels, you rarely see anybody try to beat a defender 1v1. And even more rarely do you see anybody actually beat a defender 1v1. I see so many coaches rewarding kids at the younger ages for taking the puck from one end of the ice to the other and scoring. While it's great that a number goes on the scoreboard, you are doing a disservice to the kid's development. Because if that kid doesn't learn the value of passing and using their teammates, at some point this clip is going to happen to them. A LOT. And that player will eventually get passed by the kids that learned to play the right way with their teammates. On this clip the ANA player tries to do it all himself and the puck goes the other way and eventually ends up in the back of his net. It's hard enough to beat one person 1v1 in high level hockey, let alone skating the puck through multiple defenders. So coaches, please emphasize the value of using your teammates. I see this type of play SO OFTEN in youth hockey. Passing, hockey sense, playing with your head up, using your teammates...these skills translate to the next levels. Doing it yourself, even if it works as a young player, does not.

Topher Scott

84,664 次观看 • 2 年前

Catherine Austin Fitts connects Iran and the control grid: "Iran... is the largest leakage... if you're [doing] programmable money globally." "This [isn't about] American national interests. [It's] a syndicate asserting... control [for] the next phase of the financial system." "Our debt is... unsustainable... [so] how do you deal with that? One way... is to implement a digital control grid." "There is likely to be an effort to put boots on the ground and... to get bogged down... for a long, long time." This clip of Fitts, a former Assistant Secretary of Housing and Urban Development, investment banker, and founder of the Solari Report (The Solari Report | Catherine Austin Fitts), is taken from an interview with Steve Kirsch (Steve Kirsch) posted to the VSRF (Vaccine Safety Research Foundation) Rumble channel on April 2, 2026. ---------------Partial transcription of clip--------------- Fitts: "There are two sides of the balance sheet here that are driving this. One of course is oil and energy, but the other is the financial control grid. Because Iran right now is the largest leakage in the system. If you're going to do a global, programmable money globally, you know, Iran and, and what Iran is doing with China and some of the other countries, puts too much leakage in the system. "So I think that what is unfortunate here is there is, there is likely to be an effort to put boots on the ground and we are likely to get bogged down in there for a long, long time. Kirsch: "So do you think that is the right thing to do for America to have boots on the ground or even be involved in attacking Iran? I mean we were the first aggressor here. We, we fired the first shots in Iran. Is that the right thing to do for our country? Fitts: "That is the right thing to do if you want to implement the digital control grid. It's not the right thing to do if you want to represent America. But this has nothing to do with American national interests. This has to do with essentially a syndicate asserting sufficient control to implement the next phase of the financial system." Kirsch: "So you think they got to Trump and convinced Trump or wasn't it really Israel saying hey, we're going to invade Iran and we'd like some— Why don't you do it with us? Because there's an opportunity and Trump saw that as opportunistic rather than this being something that is strategic." Fitts: "So the way I think of this is the White House operates within a lane that is set for them by the nature of the machinery they're running. So think of it this way. The US government spends $6 to $7 trillion a year and it gets $4 trillion of revenues and the other $2 to $3 trillion comes in from borrowing in the bond market essentially through the central bankers. "And so it, it has to, you know, and if you say to the Americans, you know, we're going to tell the bankers to go jump in the lake, the Americans say no, no, no, no, we want our check. And so you're between an Iraq and a hard place because everybody in America wants their check. "And you've got to do what the bank, you've got to operate within those lanes to make the bankers happy. And if you look at the whole US dollar reserve currency system, you've got to do whatever you've got to do to make the system go. "And right now, and the chairman of the Federal Reserve just said this... [that] the debt is growing at a faster rate than our fundamental growth rate. And, you know, if you look at one of the, you know, the big push by Kennedy and HHS to change the food and health issues in America, part of that is to get that growth rate back up. You can't get a growth rate from poisoning your people. Ultimately that doesn't work for economic growth. "So all of these issues are integrated... but our debt is growing in an unsustainable pattern. And the question is, how do you deal with that? One way you deal with that is to implement a digital control grid in a way that uses digital tokens and stablecoins to dramatically suck in more money globally into the machinery. And that's what they're trying to execute. So if you want the digital control grid, you know, what is happening makes sense."

Sense Receptor

31,751 次观看 • 4 个月前