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Before it ships, every module is tested. Every T1 module goes through final inspection, electrical testing, and classification. Human + machine verification. No shortcuts. Then IV testing, an artificial sun that measures real power output in watts. :sunglasses: Only after it’s tested, graded, and verified does it leave G1.

16,725 просмотров • 3 месяцев назад •via X (Twitter)

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You are probably wrong about open weight models 🫣 I was too. Then I started using more open weight models, recently tried MiniMax_Agent. I honestly did not expect the quality I got from MiniMax. It built this entire 3D skateboard application with Three.js, including Awwwards style animations that too writing whole codebase in under 5 minutes. But then it spent another 30 to 45 minutes testing everything by itself in a headless Chromium browser. It took screenshots, verified interactions, and tested the application end to end before finishing. I actually love that it does this because the final output is much more reliable. I just wish there was a setting to skip browser testing when I want to iterate quickly. Its code generation is so fast that this would make it an incredible tool for rapid prototyping. Quality also surprised me the most. It generated high quality 3D geometry using nothing but math. It also created really polished animations. My prompt was simply to make them feel like something you would see on Awwwards. I never described how the animations should work. It figured that out on its own. After spending more time with MiniMax M3 and other, I think open weight models are much closer to Claude and GPT than many people realize. Or maybe better? I am still testing them, but so far I have been genuinely impressed. Also, it didn't cost anything as I got free credits on sign up. Can't say no to freebies 😂 Live: Design:

The Bugged Dev

16,348 просмотров • 1 месяц назад

Elon Musk just told you what Tesla was actually built for. It was never cars. Musk: “If successful, Optimus will be the biggest product ever.” The automobile reshaped civilization. The smartphone rewired human behavior. He’s saying Optimus dwarfs both. Then he ranked it against everything else he’s building. Musk: “It might be more of my mental cycles than anything else, any other single thing, on Optimus.” The man building the world’s most valuable car company, landing rockets on drone ships, and racing toward superintelligence spends most of his thinking on the robot. Musk: “It will have the manual dexterity of a human, an AI mind that can navigate and comprehend reality, and be made in very high volume.” Human hands. A mind that comprehends the physical world. Volume manufacturing. Three problems no one has solved. He’s going after all three at once, in the same machine. Musk: “None of the actuators in Optimus are available from an existing supply chain. We have to recreate it from scratch.” No existing parts. No existing suppliers. No existing industry. He’s building the entire manufacturing base from nothing. Then putting a robot on top of it. This is the pattern people keep missing. He didn’t build an electric car. He built Gigafactories, a global charging network, and a battery supply chain that made EVs inevitable. The car was the output. He didn’t build a rocket. He built the engines, the factory, and the landing systems until reusable launch became routine. The rocket was the output. Then the machine handed him a second business. Global satellite internet had been impossible for decades, not technically but financially, because nobody could afford to launch thousands of satellites. Once the rockets came back and flew again, that cost collapsed. Starlink wasn’t a new bet. It was leftover capacity. Same play. Every time. Build the machine that builds the machine. Then the thing becomes unstoppable. Optimus is that play at a scale that makes everything before it look small. Every product in human history extended a single human capability. The hammer extended the fist. The telescope extended the eye. The computer extended the mind. Optimus doesn’t extend one capability. It replicates all of them. At volume. Every economy, every government, every career path, every border ever drawn was organized around one scarcity. Human hands and human hours. Optimus is what happens when that scarcity disappears. For ten thousand years, human worth was measured by output. What you could build. What you could carry. What you could produce. Every one of those years was spent building tools to escape that measurement. Not once did we stop to ask what’s waiting on the other side. We’re approaching the moment the measurement breaks. Not a new product. Not a new industry. The first real test of whether we can define ourselves by anything other than our labor. And the man forcing that question just told you it takes more of his mind than cars, rockets, and superintelligence combined.

Dustin

277,558 просмотров • 2 месяцев назад

The machine economy does not begin when robots get smarter. It begins when a machine can be paid to do something, and every party involved can prove what happened. Made with Fabric Foundation. Two systems meet in the middle of it: Agent Passport issues the agent a verifiable identity and a spending authority its owner defines, and RoboPay actuates a robot after the payment behind the request checks out. What happens before the robot moves: ▷ Authority is granted once, and it is bounded. The human signs a spending session with a passkey: a total budget, a per-transaction ceiling, the assets allowed, and an expiry. The agent holds no card number and no wallet key. It holds a delegation it cannot exceed. ▷ Two payments, because these are two different obligations. One settles with the merchant for the goods. A separate x402 payment pays the robot for the work of moving them. Buying a thing and hiring a machine to carry it are not the same transaction, and the receipt keeps them apart. ▷ Verification comes before motion. The request arrives with an x402 payment header. The facilitator checks the network, the price, the payee wallet, and the signed payload. Only then are the transaction details sealed onto the robot action event and the command published. Until that clears, the robot sits still. ▷ Every step leaves a receipt. Identity, scope, approval, both payments, verification, dispatch. When you need to know why a machine did something, the answer is a record rather than a guess. (This run was executed in a demo environment.) Agents have been paying for software for a while now. Paying for physical work is a harder problem, because a delivery cannot be rolled back. The guarantee has to sit in front of the action instead of behind it. Authorization before payment, payment before motion: that ordering is what makes it safe to let autonomous systems spend in the world we live in. It is also the layer the machine economy has to get right before anything else in it can work. Scoped by Kite. Verified by RoboPay. Delivered in the real world. 🪁

KITE AI

35,068 просмотров • 2 месяцев назад