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Microsoft just reminded the entire planet why putting your entire company on one platform is a bad idea. Outlook down. Teams down. Copilot down. Millions of people staring at loading screens while “the future of work” is offline. Meanwhile the stock is already off its highs and CapEx is eating the balance sheet alive. One outage and half the corporate world just sits there refreshing. Centralization is efficient… until it isn’t.

I am actually disgusted by the timing of this drop. And this will get a bit more technical. Let’s do a real technical teardown of this "1,385-sigma Blackwell weight fingerprint" report that OpenAI and Anthropic are breathlessly promoting today, because banking on nobody reading past the headline is how DC narratives get manufactured. ​First, look at the actual CUDA maths: when PyTorch initialises model weights (torch.nn.init) with a fixed PRNG seed, curand/Philox parallelises random number generation across the GPU’s Streaming Multiprocessors (SMs). Because Hopper has 132 SMs and Blackwell has 148 or 152 SMs, the exact same seed lays out initial weights in a different spatial pattern depending on the GPU’s SM count. In huge MoE models, certain low-gradient null-spaces or unrouted slices preserve faint directional traces of those step-0 weights even after training. ​So yes, brute-forcing the seed and SM grid can show that a model’s step_0 weight initialisation script ran on a 148/152-SM Blackwell GPU. Now read what the summary explicitly admits in the fine print: 1. Initialisation is not full training: The report literally states that these signatures show how the weights were created, and "support (but do not prove) the inference that Blackwell also participated in model training". Initialising a model checkpoint takes seconds on a single rented dev node before loading the safetensors onto a standard Hopper cluster. The "2,000 to 3,000 Blackwell GPUs" and "$500 million" cluster numbers do not come from the weight fingerprint and Depue admits in his own thread that he simply "estimated" cluster sizes from release schedules and model details. ​2. Zero geolocation and zero proof of smuggling: The final sentence of the executive summary explicitly admits that the findings "do not establish the physical location of the chips, how they were acquired, or whether export control regulations were violated". Depue himself rented a cloud GB200 instance just to run his verification test. Commercial labs that are not on the Entity List renting bare-metal Blackwell nodes in offshore clouds (Singapore, Japan, or the Middle East) is completely legal under BIS rules and leaves the exact same SM fingerprint. Now ask yourself why a former OpenAI researcher dropped this on November 12, the exact day Jensen Huang was pushed out, with OpenAI and Anthropic immediately stepping in to "independently verify" it. US closed-source labs are watching their paid API moats get eaten alive by free Chinese open-weights models. Conflating a step-0 PRNG initialisation seed with a "$500M smuggled Blackwell cluster" hands DC hawks the exact pretext OpenAI and Anthropic want to regulate global cloud compute and kneecap open-source AI.

A hauntingly cinematic night where shadows come alive… and the ghost might be closer than you think 👻🌙 The moody colors and eerie lighting make every shadow feel like a story. 🎬 Created with AI @dreamina_ai #dreamina# #dreaminacreators#

First time in a Cybercab No steering wheel ✅ Very comfortable seat and cabin ✅ Smooth ride ✅ They’re everywhere in Austin, you can’t pass a block in the downtown without seeing at least one. A vision-based, safety-critical robotics system working at scale. What a time to be alive!!

Five suicide attempts couldn’t kill her. An HIV diagnosis was supposed to finish the job. Instead, she walked into a body modification studio and started cutting away everything that made her human. Both ears. 32 teeth. Her nose. She split her tongue, implanted 18 horns into her skull, and covered every inch of skin in scales. Today she goes by “it” - and says she’s never been happier. Her full name is Eva Tiamat Baphhomet Medusa. The world calls her the Dragon Lady. She calls herself “the world’s most modified transsexual.” Before any of this, she was Richard Hernandez - a vice president at a bank in Texas. She grew up in Bruni, a town of 300 people near the Mexican border. As a freshman in high school, she walked up and down the streets screaming “I’m gay” at the top of her lungs in one of the most machismo regions in the country. “Closets are for clothes and tennis shoes,” she says. At 18, she left for Houston. Fresh from a town with no skyscrapers, she didn’t know you couldn’t trust just anyone. Two men raped her. She doesn’t hate them. “I’m not them,” she says. She became a banker. Built a career. Then came the HIV diagnosis, which later progressed to AIDS. She left the bank to take care of her health and nearly died. That’s when something shifted. “I decided I’m not going to die looking like a human,” she told Soft White Underbelly. “Being human has been such a negative part of life.” She spent over $60,000 on body modifications. Not with doctors - with body modification artists. She was the fifth person in the world to get horns implanted into her cranium. She was the first person ever to have both ears surgically removed for cosmetic reasons. She had her testicles removed and plans a full penectomy. “I will be a genderless dragon,” she says. “That’s what dragons are.” Her son hasn’t spoken to her since the transformation. She did some of the modifications specifically so he could see what his father was becoming. “His weird-looking, strange, used to be a man, is now a woman, is now a reptilian, dad,” she says. She was abandoned in the woods as a child by her birth parents. She denounced them in favor of a snake. She tried to take her own life five times before the transformation gave her a reason to stay. “My transformation is by and large what saved my life after five failed suicide attempts,” she says. “I am truly happy for the first time in my life.” She prefers the pronoun “it.” Just like a snake. She swallows food whole because she only has six teeth left - representing the mouth of a rattlesnake. Sirens drive her crazy because without ears, everything sounds louder. She makes cotton candy for the neighborhood kids, and her neighbors say her energy is “the most gentle and pleasant” they’ve ever been around. In the video below, you can see Tiamat sitting across from the interviewer with her full-face scale tattoos, horn implants, and no ears, calmly describing how she eats, why she removed her teeth, and the moment she decided to stop being human. Some will say she’s mentally ill and needs help, not a body modification studio. Others will say she found the only thing that kept her alive when nothing else could. If removing every trace of your humanity is what finally made you happy - were you ever really human to begin with?

"If I can be a part of helping keeping Nellie's name alive and his legacy alive, I'm honored to be a part of it." Stephen Jackson speaks on Don Nelson in the @warriors broadcast booth!

A man’s 10.5-year prison sentence for manslaughter was tossed out after AI was used at his sentencing hearing. The family of Christopher Pelkey gave several victim impact statements in court — but the one that stood out was a statement from Pelkey himself, even though he died in a roadrage incident in 2021. Pelkey’s sister wrote what she believed he would have said if he were alive and had an AI-generated version of him read it in court. But lawyers for Gabriel Paul Horcasitas, the man convicted in Pelkey’s killing, appealed his sentencing because of this AI video — and they won.

SOUTH KOREA'S "ANDROID TEST AREA" HAS 1 TEST: CAN YOU TELL SHE ISN'T ALIVE. THE ENGINEER CHECKS HER CHIN LIKE A DENTIST. THEN SHE SMILES AND HE FORGETS WHAT HE WAS CHECKING. Blue sign on the wall. Anatomy diagrams. A lab full of parts. Black hair. Cables down the neck. A glowing chip where the heart goes. He lifts her chin with 1 finger. Her eyes follow his. Cut. Blue hair now. Pearl earring. She laughs with every tooth showing. It's AI. @USUT in the corner. But the fantasy is specific. Not strength. Not labor. A face that reacts to being looked at. The chip in her chest glows blue. Nobody rendered a chip that does work. They rendered one that lights up when she's happy.