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This is why robots haven't replaced humans in brake line fabrication: - Every vehicle model has unique routing through cluttered underbodies; a skilled worker reads the geometry and adjusts in real time - Per-SKU volumes are low, so setup/programming costs never pay back - The manual jig is low...

20,990 次观看 • 5 个月前 •via X (Twitter)

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I genuinely think the Terafab is going to end up being one of the biggest moves ever made in human history to secure the future of AI... and I think most people still don’t fully see what Elon is trying to do here. The signs are clear to me. This is Tesla, xAI, and SpaceX essentially hinting to us that they are not going to wait on the world to give them the compute the team needs. They are going to build it themselves at a scale no one has ever attempted. When you really break it down, it gets a bit nutty. This is going to be a fully vertically integrated chip factory that will be producing over 1 terawatt of AI compute per year. This is NEXT LEVEL BIG. Today, AI is limited by chips. You can have the best models, the best engineers, the best everything... but if you don’t have enough compute, you will eventually hit a wall. Elon told us, the world can only supply a tiny fraction of the chips his companies will need. So this is the solution. Terafab puts everything under one roof like design, manufacturing, memory, packaging, testing, which means that they can build chips very fast.. like really fast. I'm talking about 100-200 billion custom AI chips per year at full capacity. Chips designed specifically for: • Tesla cars and Optimus robots • xAI models • Space-based compute You see, while other companies and CEOs are thinking Earth, Elon is planning for AI in space. Around ~80% of the compute is expected to go orbital, powered by solar energy bc Earth simply doesn’t have enough electricity. The U.S. grid is only about ~0.5 terawatts, while space has basically UNLIMITED energy if you can capture it. And this is the steps to get it: Starship launches → space compute → solar-powered AI → feeds back into everything to Earth. Bro... Elon and his companies are playing at a whole different level... And this is why I keep telling people that the Terafab is going to be the secret ingredient that will be the real unlock for everything: • Robotaxis at scale • Billions of Optimus robots • Massive AI models running 24/7 • Future off-world, other planet infrastructure Without these chips, none of this can happen... but with the Terafab, all of this becomes possible. That’s why Elon is calling it “the final missing piece.” I agree.

Teslaconomics

25,482 次观看 • 4 个月前

Facial reconstruction of a 8,000-year-old man from Devil's Gate, Primorsky Krai The people who inhabited Devil’s Gate Cave are characterized by a pronounced Mongolid complex, which fits well within the range of variation of the modern Far Eastern minor race. This includes marked facial flatness with a face of medium width. The forehead is broad. Procheilia is clearly expressed. The upper eyelid fold is strongly developed, and an epicanthic fold is present. The face and nose are high, while the nasal width is medium. A distinctive feature of this population is a short cranial vault in females, and high in males. Pronounced brachycephaly is observed, which is rare in the Neolithic and has otherwise only been noted at the Boisman-2 site. The age of the reconstructed individual is estimated at approximately 20–25 years. The head is rounded in shape, very short in the front-to-back (anteroposterior) direction, and wide in the transverse direction. The cranial vault is high. The cephalic index is 89.3, which is a very high value indicating hyperbrachycephaly. The face is relatively narrow and appears round in frontal view. At the same time, the cheekbones are noticeably prominent. Horizontal facial profiling is weak, with flattening expressed at the level of the eyes and cheekbones. Vertical profiling is oral. The ears are not high. The forehead line is slightly sloping, and the frontal eminences are weakly expressed. The brow ridges are short, and overall the supraorbital relief is poorly developed. The eyeballs are protruding. The eye fissures are slanted, with the outer corners positioned higher than the inner corners. The upper eyelid fold is developed along the entire length of the eye, and an epicanthic fold is present. The forehead is of medium width and relatively low. The nose is extremely small, narrow in the wings, and protrudes forward only very slightly, though relatively tall in height. The nasal root and nasal bridge are narrow and low. The tip of the nose is rounded. The nasal wings are low and symmetrically positioned at the same level. The mouth opening is also narrow. A noticeable prochilia is observed - the upper lip protrudes forward due to pronounced prognathism of the skull. The mandible is high, while the chin is low and narrow. (Elizaveta Valentinovna Veselovskaya, Anna Vladimirovna Rasskazova, Natalia Aleksandrovna Leibova, Olga Mikhailovna Grigorieva, 2022)

Ancestral Whispers

44,527 次观看 • 4 个月前