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Almost every robot you see... runs on this equation. Not AI. Not machine learning. PID. For over 100 years, this simple control algorithm has been quietly keeping robots balanced, drones stable, industrial machines precise, and even rockets on course. Most people never hear about it. Yet without PID, many...

46,086 次观看 • 1 个月前 •via X (Twitter)

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Jeff Bezos just told you exactly how to price AI. Nobody listened. Bezos: “AI is real and it is going to change every industry. In fact it’s a very unusual technology in that regard in that it’s a horizontal enabling layer.” Horizontal enabling layer. Three words that reprice the entire technology sector. The iPhone was a vertical. One product. One new market. Electricity was a horizontal. One substrate that rewired every market on Earth. Wall Street is pricing AI like it is the next iPhone. Bezos is telling you it is the next electrical grid. Right now, thousands of companies are trying to sell AI as a product. A feature. A tool. A subscription tier. Every single one of them will be priced to zero. You do not sell a horizontal layer. You do not compete with it. You build on top of it or you disappear beneath it. For a century, entire industries survived on one thing. Complexity. The friction of navigating law, medicine, logistics, finance. That was the moat. If you could not memorize the maze, you could not compete. A horizontal layer does not navigate the maze. It dissolves the walls. Electricity did not compete with the candle industry. It erased the need for one. The most dangerous part of a horizontal shift is how quiet it is. It moves underneath the economy. The surface looks normal. Revenue still holds. Every day you operate on the old substrate, you accumulate a debt you cannot see and cannot repay. The internet repriced distribution. AI is repricing cognition itself. When intelligence becomes a utility that runs through the walls of every company on Earth, the premium on human expertise does not erode. It evaporates. This is not a disruption. Disruptions replace products. This replaces the ground you are standing on.

Dustin

541,893 次观看 • 4 个月前

Imagine you go to a store and you want to buy candy. The shopkeeper knows you're a real kid because they can see you standing right there. Now imagine you send a robot to buy candy for you. The shopkeeper looks at the robot and thinks: wait, who sent this? Is this robot allowed to buy candy? What if someone else's robot pretends to be yours and steals your candy money? That's basically what's happening with AI right now. Companies like Visa let people buy things all over the world. But now, smart computer robots (AI agents) want to buy things too. Shop around, compare prices, even pay for stuff. Visa looked at this and said: nope, not yet. Because they have no way to check if the robot is real, who it belongs to, or if it's allowed to spend that money. The problem is that all the rules we have for checking identity - showing your ID, scanning your face, typing your password - only work for humans. Robots can't do any of that. Worse, bad robots can actually copy and fake human identities really well. So Evin McMullen evin, Billions Network co-founder and CEO, says we need a new kind of ID system. One where you can prove something is true without showing all your private stuff. Like proving you're tall enough for a ride without telling anyone your exact height. That's called zero-knowledge proof. And for the robots specifically, we need something called KYA - Know Your Agent. It's like giving every robot its own ID card that says: this is who I am, this is what I'm allowed to do, and this is the human responsible for me. Until we build that, the robot economy can't really get going. Here is Evin’s Thought Leader article at Silicon Valleys Journal

Billions Network

21,775 次观看 • 6 个月前

To all of the people JUST learning about the HORRIFIC stuff that's been done to children for sick thrills, political, monetary and leverage gain, come in and grab a chair. My advice to you, would be to find your nearest conspiracy theorist and have a discussion, or two, or three, depending on what you can actually handle because, it is DEEP, DARK and VERY SICK. Let me further educate you before your journey. Trump IS NOT one of these people. He is the "outsider" that started the ball rolling on this in the early 2000's. It doesn't matter what the media, your followers, or peer pressure is making you think. They are driving a narrative because the "outsider", the guy not allowed in the club anymore, KNOWS THEIR SECRETS. They want him gone, so business can continue as normal. This spans from your local cities, to your states, to the federal government, to other countries, all the way up to the people you now call the elites, the 1%. The World Banks, The WEF, The W.H.O., the U.N. It's how it's all been run, for at minimum, decades. It's done for control and power. I will say trust some of those people you have called crazy conspiracy theorists about this stuff for years and years. So much more of what they say is true, rather than not. A LOT of what you learned and were taught, was a lie. The term "Conspiracy Theorists" originated, to HIDE THE ACTUAL TRUTH! 🤔 We're not always right, but our track record is phenomenal. You'll see. Jus' Sayin' ✌️ Pray, A LOT!🙏🙏🙏 YOU'RE GOING TO NEED IT FOR THIS ONE. GOD LOVES YOU AND BROUGHT YOU HERE FOR A REASON! Most of US, are at this stage,👇 ready for JUSTICE 👇 #WWG1WGA #NCSWIC

Dark Knight

73,980 次观看 • 6 个月前

President Trump is being duped on polling numbers about the popularity of War with Iran and does not realize it. CNN released a clearly fake or cherry picked poll saying that almost all of MAGA supports the War. This could not be further from the truth. If you think it is, go ask a few MAGA people in your actual life their thoughts on the War. A lot of them are strongly against it. But both the mainstream media and the neocons around President Trump want him to believe these numbers. The left leaning mainstream media want him to believe these numbers because the longer this war goes on, the better it works out for Democrats in upcoming elections. The right leaning mainstream media want him to believe it because their biggest donors are very pro war in Iran. The neocons surrounding him want him to believe it because then they can have the war in the Middle East they have always pushed for. I do not think President Trump is playing 4D chess with this war. I do not think he is super pro war. I do not think he cares about the Middle East that much. I just think he is being manipulated by the people around him and he does not realize it. The best thing for President Trump and the country as a whole is that he recognizes how unpopular this disaster is, corrects course by getting the United States out of involvement, and fires anyone who has lied to him about polling around him. Now to be clear, I do think there are many in MAGA who are suddenly pro this war, but that is just the people who would believe the sky is green and grass is blue if President Trump told them to. That does not represent the majority of the MAGA base. As always, I am not the holder of truth. This is just my assessment of the current situation.

End Tribalism in Politics

11,565 次观看 • 5 个月前

I spent a month in Shenzhen visiting factories and robotics companies, and the contrast with the U.S. was striking. While Figure and Boston Dynamics hide their humanoids behind closed doors, Chinese companies have massive showrooms open to the public. But what really stood out wasn't just the transparency, it was how good they are at selling. Take UBTech: they've already sold 1,200 humanoid units at $200k each to factories. And here's the kicker, these robots aren't even that useful yet. They can only pick up and drop boxes at 1/10th the speed of a human, and factories still need to hire system integrators to train them for specific tasks. My theory is that these factories are terrified of getting left behind in the robotics/AI wave. They're investing in new tech not because it's ready, but because they can't afford to wait. The second surprise was the breadth of their robotics portfolio. These companies aren't just building humanoids, they're deploying service robots everywhere: restaurants, hotels, apartments. Consumer robots are cleaning houses, pools, pet waste, dishes. They're covering the entire spectrum. But the education piece shocked me most. I picked up what I thought was a high school or college robotics textbook, it was for primary school. The government mandated AI and robotics education starting in elementary school. Almost every single school in China now has AI and robotics curriculum, complete with education robots so kids can learn by building. They're creating a generation that grows up fluent in robotics and AI. China owns the supply chain and the hardware stack. But here's what I think people are missing: the race isn't just about who can build robots faster or cheaper. The U.S. advantage has always been in the layer between hardware and human, the interaction design, the software intelligence, the intuitive interfaces that make complex technology feel natural. China is building the physical infrastructure, but they're also learning fast. Every deployed service robot, every classroom full of kids building with education kits, every factory running humanoids, that's all data collection at scale. The window for the U.S. to establish its wedge is narrowing. It's not enough to be better at AI or software anymore. We need to be building the integration layer, the intelligence that makes physical AI actually useful, not just impressive in a showroom. Because right now, China isn't just manufacturing robots. They're manufacturing a robotics-native culture, and that might be the most defensible moat of all.

Miyu Horiuchi

90,718 次观看 • 6 个月前