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X AI ALGORITHM UPDATE (BIG ONE) 🚨 X updated their open source algorithm yesterday and the biggest number in it is gone: copy link went from 20 to 0 points. Small accounts should focus on: posts people like, reply to and stay on (so stop counting on link copies) tl;dr: - on Nov 13 X's open source code set the score for copying a post's link to 0 - copy link: 20 → 0 - it was the top score in the whole system, 4x a reply - the code also names a "copy link bait" spam check - likes (0.708), replies (5) and DM shares (5) didn't move full details: - The number that's gone Since I started reading X's open source code in August, one number sat at the top: 20, for someone tapping share and copying your post's link. Nothing else came close. As of the Nov 13 release, it's 0. X still guesses who'll copy your link. It just multiplies that guess by 0 now. X didn't explain it. It's just what the code says. (I check the open source algo daily with Claude and share updates with you) - Cross it off your list My own checklist called copy link the biggest number. Last week's post said it too. It was true then. It isn't now. If you saved that list, cross that line out. - The "copy link bait" check X's code now mentions a spam check called "copy link bait". In the code it adds a spam label to the post, and that label already keeps a post out of strangers' feeds. It only shows up in a test, so I can't see if it's running or how strict it is. My read: X saw people baiting link copies, so it turned the score off and built something to catch the bait. That's a read, the code doesn't say why. - Why that matters if you're small If your plan was posts people copy the link to, that plan now earns 0 in X's ranking. A copied link can still bring people in from outside X. It just doesn't push your post up anymore. What still pays: likes at 0.708 (the highest ever), people staying on your post, replies at 5 and back and forth with mutuals at 20. - Also new: photo and video tags If a post has a spam label, people you tag in its photo or video who don't follow you won't get notified. Same idea as last week's rule for replies. - What didn't change Every other score. Your new posts still get their extra push in the first 2 hours and first 200 views, and early likes still pick which one gets it. Here's a recap of what you should be doing: - aim for likes, replies and time spent, the copy link score is gone - a DM share still earns 5, same as a reply or a quote - likes sit at 0.708, never higher - time on your post keeps counting at its best rate yet - 10+ seconds after someone taps in adds 0.385 - write your replies yourself, under big accounts most of all - give people a reason to hang around your profile - in videos the opening seconds carry it, an open alone scores 0 - posts read to the end help X find you strangers - smaller accounts (below 50K) get a shot at a spot near 16 for a fresh original - early likes decide which new post gets that spot - post when your followers are awake, the push lasts 2 hours and 200 views - mutuals going back and forth earn 20, so follow back the regulars - only your originals ever get shown to strangers - like 1 and like 32 each unlock another way to reach strangers - one strong post per feed, your second only counts 62% - clips longer than 10 seconds for the video lists - a post likely to win you a follow gets +4 - give your pinned post a look, it can affect the whole account What you should NOT be doing: - counting on copy link shares, they score 0 now - baiting link copies, the code names a spam check for exactly that - a spam label also stops your photo tags reaching non-followers - AI-written replies under big accounts, "llm slop" is a flag X uses - copy-paste replies, labeled ones skip non-followers' notifications - chasing taps, 0.274 and dropping - drifting off your topic, each probable "not interested" takes 53.07 away - videos people open and leave, the open itself earns 0 - posting at 3am, it wastes the 2 hour push - expecting replies and reposts to reach strangers - an insult label, it hides that post from non-followers - earning a misinfo or low quality label, which adds a warning and locks strangers out of liking or sharing - 3 adult photos or videos among your latest 5 posts, that puts a label on you - forgetting videos get rechecked at 64 and 512 likes - one account label and strangers stop seeing you - pinning a link to a site X rates badly, that can mean a label for a week - posting your own old words again risks the copypasta flag - a low quality link plus tagged strangers reads as spam - bait for engagement, big or small it gets a label - several posts back to back, they split the same feed - hashtag piles, they do nothing - bookmarks for reach, they score 0 - hoping a 3 day old post still lands in For You, it stops at 2 days

Running an experiment: can an MMO world run itself? NPCs post quests based on what's happening around them. Monsters are driven by a live brain. Raids, quakes and Blood Moons just happen. Still very much a test. Here's where it's at

Zambia has started connecting 751 health facilities across all 10 provinces with Starlink, and the first 90 kits went to Western Province. There's something poetic about where they started. Every year at the end of the rainy season the upper Zambezi floods the Barotse plain, and for centuries the Lozi king has left his compound at Lealui by royal barge and moved to higher ground at Limulunga. The ceremony is called Kuomboka. In Lozi it means "to get out of water." Now picture running fiber or building towers across land that turns into a lake for part of every year. A Starlink dish only needs a clear view of the sky, so the water below stops being the problem. In March 2020, months before Starlink had its first beta users, Elon Musk said it would serve the 3 or 4 percent hardest-to-reach customers, people with no connectivity or really bad connectivity. Six years later, with funding from the Global Fund through Zambia's Ministry of Health, clinics on one of Africa's great floodplains are being brought into the country's electronic health systems from orbit.

It took two weeks to end the career of the most successful Asian American in history. Jensen washed dishes at Denny‘s as a teenager, and by this year he was running the world’s most valuable company. This week a lot of Asian people on my timeline decided that story is over. That no matter how high you climb, a face like ours gets a different set of rules at the top. After Elizabeth Holmes, female founders spent years getting asked some version of “how do we know you’re not the next Holmes?“ One woman‘s fraud turned into a question every woman had to answer. I’m Chinese Canadian, I grew up in Vancouver, and now I live in the Bay Area. I already know what my version of that question is going to be and it‘s pathetic. Jensen was born in Taiwan and spent over thirty years building an American company. The second the word ”China“ landed next to his name, none of that counted. This country has done this before. In 1882 it banned Chinese immigrants. In 1942 it locked up 120,000 Japanese Americans, most of them citizens. In 1982 two Detroit autoworkers who blamed Japan for their jobs beat Vincent Chin to death with a baseball bat. He was Chinese. His killers never spent a day in prison. Yellow peril never checked which Asian you were, and that’s a big part of why “Asian American“ became one word. If they were going to lump us together anyway, we might as well stand together. Now look at Jensen‘s timeline. Oct 29, the spy story breaks. The next day Singapore’s government says it never said what the Wall Street Journal claimed. Nov 8, he admits an affair. Nov 12, he‘s gone. The spy part is still unproven. Two weeks start to finish, right before what could be the biggest IPO in AI. You can call that a coincidence. I don’t buy it. Meanwhile the powerful people who raped CHILDREN in the Epstein files are mostly still living their best life Jensen had an affair with an adult woman. That’s the only thing of what‘s actually been proven. So what exactly did Jensen do that was worse than them? Nothing. He was the best, he was Asian, and he was on the wrong side of the political fight. He did everything right. He built the company America needed most and showed up to every dinner in Washington. On Sunday night the president himself stood up for him and called him “an honorable guy.” It didn’t matter. By Thursday he was gone. If you can take down the president‘s favorite CEO in four days while the president is defending him, think about who that message was really for. They’ll use you for thirty years and still never count you as one of them. That’s what a political weapon is. You’re a tool while you’re useful. When the game gets serious, you’re the knife. And when it’s over, nobody comes back for the knife. Jensen was the best one they had. That's exactly why he made such a good "kitchenware".

I have a major result to share. I’ve found conclusive forensic evidence that the top 4 Chinese AI labs—DeepSeek, Moonshot, MiniMax and Ant Group—have built their newest models on NVIDIA’s most advanced Blackwell chips, which are barred from export to China. This sounds insane, but I discovered that almost every AI model carries a hidden signature of the GPU that trained it. When a model is first set up, the starting values of its weights are laid out in a pattern that depends on the exact GPU. Each combination of GPU and seed number produces a unique pattern—a sort of fingerprint of the hardware used to create the model. Traces of that pattern survive training into the published model. Again, this evidence isn’t based on any insider information or leaking. It’s based on a forensic analysis of the model weights released by the companies themselves. I searched more than six trillion combinations of chip layout and seed number and matched them to open-weights models. In doing so, I found conclusive evidence that six Chinese AI models—including DeepSeek-V4-Pro, Kimi K3, and MiniMax-M3—were initialized on NVIDIA Blackwell systems. Four of the models match Grace Blackwell, the GB200 and GB300 parts in NVIDIA’s flagship liquid-cooled rack-scale systems. I then verified these results on real hardware. Running unmodified PyTorch with the seeds I’d recovered, a Blackwell B300 reproduced DeepSeek-V4-Flash’s untouched starting weights bit for bit, and a rented GB200 reproduced Kimi K3’s to a correlation of 0.999995. A Hopper H100 reproduced none of DeepSeek-V4-Flash’s, and changing the seed by one broke the match. (DeepSeek’s seed is 953049583 by the way.) The method also was verified to match 24 known open-weights models to the hardware that developers said they used. It is exceedingly unlikely that these results are a coincidence. Across six trillion combinations, the best accidental match should reach only about 8 sigma (i.e., eight standard deviations above what random chance would produce). The real matches range from 49 to 1,385 sigma, and even the weakest single test hits 20. These were data-center-scale training runs. With some analysis of release schedules and model details, I estimate that the largest, Kimi K3 and DeepSeek-V4-Pro, used 2,000 to 3,000 Blackwell GPUs each. Clusters of this size cost on the order of $150 to $200 million each to buy, and across these labs alone would add up to more than half a billion dollars of export-controlled GPUs, not counting experimental compute or otherwise. It’s quite likely that we see multi-billion dollar expenditure on export-controlled GPUs. I am highly confident in this result, and it has been independently verified by senior researchers at OpenAI and Anthropic. You can read the full report at There is much more I’ve identified about these models through other forms of checkpoint forensics like this, and will have more to share soon.

“You have to hold yourself responsible. You have agency. You're the CEO of the company, for God's sake.” Weeks before his leadership came under scrutiny, leading to his resignation, Jensen Huang spoke to @EmilyChangTV about the extraordinary responsibility of running Nvidia, the pressure of leading an entire industry and why a CEO should never take the job for granted. His words land differently now

Her name is Kimberly Powell. She is 48 this year and joined Nvidia in 2008. > November 8, 2026. Jensen Huang sends a letter to every Nvidia employee. > “I was unfaithful to my wife. My actions hurt her and our children. There is no excuse for what I did. I am deeply sorry.” > The affair was with Alice Huang, a Chinese businesswoman suspected by US intelligence of being a spy. > The board opens an investigation. > The FBI is involved. > Nvidia’s stock falls. > Then, three days later, the story gets worse. > November 11, 2026. The New York Times publishes a second report. > Jensen Huang had another affair. > A second woman. > A subordinate. > Someone who reports directly to him. > Her name is Kimberly Powell. > Vice president of healthcare at Nvidia. > Joined the company in 2008. > Promoted to senior director in 2016. > Vice president by the end of 2017. > Eighteen years at Nvidia. > One of Huang’s roughly sixty direct reports. > She is 48. He is 63. > Both are married. > March 2026. Nvidia’s GTC conference in San Jose. > Powell presents on AI and healthcare. > Her slides use animated images of Huang. > Then executives gather at a nearby hotel. > Huang and Powell are seen together. > Affectionate. Intimate. > A witness records it on their phone. > Huang’s security team spots the witness. > Escorts them away. > Asks them to sign a confidentiality agreement. > The video still exists. > Five former Nvidia employees confirm the relationship was discussed inside the company. > Nvidia’s code of conduct has a rule. > Personal relationships can create conflicts of interest. > The company says it promptly investigates reports of misconduct. > The CEO wrote the letter that begins the code. > He is now the subject of the investigation. > November 12, 2026. The board prepares to meet. > The Wall Street Journal reports the board could determine his future as soon as that day. > The board is preparing to oust the CEO who built the most valuable chip company on Earth. > Nvidia’s stock sinks more than 7% after hours. > Huang, Powell, and Nvidia have all declined to comment. > None of the allegations have been confirmed by any of them. > The first affair cost him his reputation. > The second affair may cost him his company. > He admitted one. He has said nothing about the other. > The board is meeting. > The investigation is expanding. > The man who kept his promise to Lori Mills is running out of promises to keep. He built the most powerful company in the history of computing. He admitted to one affair. Then a second woman’s name surfaced. The board is deciding whether he still runs the company he founded. His name is Jensen Huang. He is 63 years old. And for the first time in his life, the next move is not his to make.

I'm excited to announce Bing Bong After Dark, powered by @phantom, during Breakpoint London. We've hosted 12 sold-out events across the globe, and this is shaping up to be one of our biggest yet. Looking forward to bring Bing Bong back to my hometown, taking over the heart of Soho for another incredible night with an unforgettable crowd. As the world becomes increasingly digital, I believe bringing people together IRL has never been more valuable. You can spend all day in group chats and on calls, but some of the biggest crypto opportunities still come from one unexpected conversation with the right person. I've always believed IRL is the alpha, and that's exactly why I love bringing these events to life. London, we're running it back. If you're attending Breakpoint London, RSVP below!

Introducing Bing Bong After Dark, powered by @phantom, during Breakpoint London. We're bringing the energy, atmosphere, and experience of Bing Bong back to London, this time taking over the heart of iconic Soho. After an incredible run of events around the world, I'm excited to bring everyone together again for another unforgettable night. London, we're running it back.

The tech job market is in its best shape in years. But almost none of the growth is coming from software jobs. There are 281,000+ open roles at tech companies, up 17% from a year ago and 73% from the March 2023 low. But open PM, eng, and design roles grew just 2%. Design (−28%) and UX research (−45%) actually shrank. So where’s the growth coming from? Hardware engineering openings doubled. Business ops added ~4,200 openings. Supply chain is up 63%. Many of the fastest-growing jobs are physical: data center technicians, installers, field service engineers. The AI boom is creating jobs, but mostly in building and running the physical infrastructure (chips, data centers, hardware), not building software. Times, they are a-changin’. Full report: