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We build and invest in the companies and ideas shaping the frontier. Led by @matthuang and @alanapalmedo.

San Francisco, CA
Joined July 2010
Photo by Paradigm (@paradigm)Photo by Paradigm (@paradigm)Photo by Paradigm (@paradigm)Photo by Paradigm (@paradigm)Photo by Paradigm (@paradigm)Photo by Paradigm (@paradigm)Photo by Paradigm (@paradigm)
Fired up to back this team of killers @adamblake @OverReactor1776 and @nickporadek to solve the hardest physical constraint in the AI race on the fastest timeline possible. Terrain is an elegant factory-built solution to complex engineering and supply chain problems, designed for speed, access to existing energy, and minimal nuisance to local communities. These guys are some of the most intense and capable operators on the planet and have already paved a path for an entire industry. The compute market needs them.
Today we’re unveiling @mavriaX I left DOE seriously worried that America could lose the AI race. We can have the best researchers and technology in the world and still lose if we can't build the power and infrastructure fast enough to stay ahead. I don't think people appreciate how different the world could look if China wins this race. I love this country, and I don't want to find out. I believe the world is better when America leads. Not perfect, but better. Freer, safer, more hopeful. That's why I felt called to start Mavria. Nick and @OverReactor1776 were the people I wanted to take this on with. We worked together at DOE on some of the hardest problems in American energy. I've seen firsthand how Nick tackles difficult engineering and supply chain problems. He's one of the most capable and intense operators I know. I watched Seth push through changes to American nuclear policy that people had been talking about for decades. I couldn't ask for better cofounders. People keep telling me we’re playing the game on hard mode. We wouldn’t want it any other way. I believe America is capable of another great industrial revolution. We have the talent, resources and ingenuity. But we must fundamentally rethink how we build. I'm grateful to everyone who's believed in us. I can't think of a greater privilege than getting to build infrastructure to secure America's future. If this resonates with you, come build with us. mavria.com/careers
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Paradigm retweeted
Zipline is now one of the largest autonomous robotics companies in the world, operating with scale, safety, and a magical user experience for consumers and merchants (including Walmart, Uber, etc) Excited for Paradigm to lead this $1.5B round
Today, Zipline raised $1.5b at a $21.5b valuation. When we started Zipline, flying autonomously in the US was illegal. Which made it really hard to convince investors to give us money! But we were too naive to think that meant we shouldn’t try. We started the company on a cow farm. We worked out of run-down construction trailers so that we could keep engineering, manufacturing, and flight test all unified and in one place. Hiring people from normal companies like Google was hard because we didn’t have a cafe or laundry service. But enough risk takers and rebels wanted to go on an insane adventure with us. They became the early team. We decided to launch in smaller countries and focus on life-saving use cases. We hired incredible entrepreneurs and operators in Rwanda, Ghana, Cote D’Ivoire, and other countries. For eight years, Zipline expanded our service across Africa, serving thousands of hospitals and health facilities and reducing maternal mortality by 51%. Today, the network saves over 14k lives every year and is cash flow positive. Last year, Zipline launched at scale in the US and the service exploded. We grew flight volumes about 100x over the last 18 months, and now make more than a million deliveries a year per metro. We’re now expanding with our partners to millions of deliveries per day. Normal families love having access to anything they need in 10-20 minutes, no matter where they live. Spend more time with loved ones and less time worrying about errands. Zipline builds drone delivery that is silent and safe. No one wants to hear an extremely loud “swarm of bees” delivering to their backyard or their neighbor’s. Automated delivery needs to be insanely quiet, which guided the overall architecture of our technology delivering from 330 ft in the air. We are 6 times quieter than the closest competitor during delivery. Zipline also now has over 150m commercial autonomous miles (10x the rest of the industry combined) and no safety incidents. Neighborhoods should demand silent and safe delivery! Today, Zipline is announcing two things. First, we just signed the largest autonomous vehicle contract in human history to expand automated delivery nationally with Walmart, our first and biggest partner in the US. We’re starting by scaling to 300 supercenters throughout the country. Second, we’ve raised $1.5b at a $21.5b valuation from existing and new investors, led by Paradigm, WCM, and Layer. Zipline was a hard company to believe in for the first ten years of our history. Investors didn’t think the company was “investable”. Most people didn’t even think Zipline was an economic venture. Thanks to those who have rooted for us along the way. To all of the tens of millions of customers and families who rely on Zipline day in and day out: thank you for helping us build the future. Zipline has grown more than @ryanzip, @keenanwyrobek, I, and all others at the company could have imagined. There is a big opportunity to build a new layer of infrastructure for humanity over the coming years. We want to approximate teleportation. We can build a logistics network that connects and serves all people on earth. We can free human flourishing from the choking constraint of traffic and roads. There are no roads where we’re going. 🚀🌎
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24 hours left to submit your story for GPU World. $100K in prizes. Judged by @nealstephenson, @gwern, and @matthuang. gpuworld.org
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trade[XYZ] and ICE, owner of the New York Stock Exchange, are joining forces to bring 24/7 perpetual futures on Hyperliquid to the United States. In just over a year, our markets on Hyperliquid have surpassed $650 billion in volume. They provide continuous price discovery for stocks, indices, and commodities, and have become trusted reference points for retail and institutions alike when traditional markets are closed. Much of the world trades them. Until now, Americans could only watch. We intend to change that. Subject to CFTC approval, trade[XYZ] and ICE plan to establish a new, dedicated U.S. market, with novel exchange and clearing infrastructure built on Hyperliquid. Planned contracts span equities, indices, commodities, FX, and crypto, with access through participating brokers and platforms. We’ll share more on products, eligibility, and timing as approvals progress. ICE brings more than 25 years of experience operating regulated markets, clearing, and managing risk. trade[XYZ] brings the product development, market design, and technology behind the most liquid and robust markets on Hyperliquid. Innovation and the protections of U.S. regulation shouldn’t be a trade-off. Together, we plan to prove it. ICE is making a strategic investment in trade[XYZ] and joins us in building towards the future of Hyperliquid. A small group of market luminaries is joining as well, beginning with Stan Druckenmiller. For more than four decades, few investors have anticipated the great turns in markets as often as Stan. We’re proud to have him with us for the next one. We’re building the U.S. market in parallel with our existing HIP-3 markets, which we’ll continue to expand and innovate on. We expect both to flourish. They each have a long road map ahead, from new asset classes to new ways to trade them. To the Hyperliquid community, whether you were here before us or came because of us, thank you. You took a chance on new markets and you made them matter. You’ll forever be a part of this story. Anything. Anytime. On ICE[XYZ].
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Intercontinental Exchange (ICE) and trade[XYZ] have announced their plan to use Hyperliquid as the infrastructure layer to deploy perpetual futures markets for US traders across crypto, equities, commodities, foreign exchange, and other real-world assets, subject to regulatory approvals. ICE operates NYSE and some of the largest exchanges and clearing houses globally. In this structure: + Hyperliquid serves as the underlying technology infrastructure via HIP-3* + trade[XYZ] designs and implements the markets + ICE operates the regulated market and clearing structure Existing trade[XYZ] HIP-3 markets will remain unchanged. Hyperliquid is a neutral infrastructure layer with the goal of supporting large parts of the financial system. As with HIP-3, HIP-3* deployers are independent operators who use Hyperliquid as the onchain infrastructure layer for their own markets, while retaining control and responsibility over their deployment.
trade[XYZ] and ICE, owner of the New York Stock Exchange, are joining forces to bring 24/7 perpetual futures on Hyperliquid to the United States. In just over a year, our markets on Hyperliquid have surpassed $650 billion in volume. They provide continuous price discovery for stocks, indices, and commodities, and have become trusted reference points for retail and institutions alike when traditional markets are closed. Much of the world trades them. Until now, Americans could only watch. We intend to change that. Subject to CFTC approval, trade[XYZ] and ICE plan to establish a new, dedicated U.S. market, with novel exchange and clearing infrastructure built on Hyperliquid. Planned contracts span equities, indices, commodities, FX, and crypto, with access through participating brokers and platforms. We’ll share more on products, eligibility, and timing as approvals progress. ICE brings more than 25 years of experience operating regulated markets, clearing, and managing risk. trade[XYZ] brings the product development, market design, and technology behind the most liquid and robust markets on Hyperliquid. Innovation and the protections of U.S. regulation shouldn’t be a trade-off. Together, we plan to prove it. ICE is making a strategic investment in trade[XYZ] and joins us in building towards the future of Hyperliquid. A small group of market luminaries is joining as well, beginning with Stan Druckenmiller. For more than four decades, few investors have anticipated the great turns in markets as often as Stan. We’re proud to have him with us for the next one. We’re building the U.S. market in parallel with our existing HIP-3 markets, which we’ll continue to expand and innovate on. We expect both to flourish. They each have a long road map ahead, from new asset classes to new ways to trade them. To the Hyperliquid community, whether you were here before us or came because of us, thank you. You took a chance on new markets and you made them matter. You’ll forever be a part of this story. Anything. Anytime. On ICE[XYZ].
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Paradigm retweeted
Meta + Paradigm open challenge to optimize Muse Spark Top prize is $50K + an H200 signed by Meta team
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Paradigm retweeted
10 days left for GPU World, the story competition from Neal Stephenson, Gwern, and me. What happens when frontier per-GPU capabilities diffuse?
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Okay it’s happening: - Added 160k square feet in Reno for our automated high volume lines and parts up to 5’x10’. Operational now. - Added 170k square feet in Pittston PA for 1-day shipping (or faster) to the Northeast US. Landing machines and growing the team now. - Southeast US is next (flying out next week to negotiate a lease). 3 more leases in 3 more states to sign after that. Expect massive lead time reductions across our factory network. - Finalizing our first acquisition and working on the second and third. These are services you’ve been asking for. More coming. We’ll be able to say yes to more of your BOM. - Welding is ramping nicely. More assembly support soon. - More materials and capabilities for CNC machining in development now, including much smarter pricing. Increased capacity will also help us cut lead time drastically. - Added 450 people so far this year. Hopefully double that in 2027. - Candy and merch budgets have been tripled. …And we’re just getting started. That’s a big part of why we raised again: to build more, ship faster, and make manufacturing easier and more accessible. I’m doing my best for ya. I love you guys. Big thanks to @willreed at @sparkcapital , @caitlinbolnick1 at @CRV, @marksugarman at MHS, @andrew__reed at @sequoia and @matthuang at @paradigm for supporting our Series B (and the extra rocket fuel) LFG!!!!! 🇺🇸
I'm back in Reno after a few days of visiting customers. Holy shit, I'm pumped. Now is the time: I’m building the largest, fastest, vertically integrated manufacturing company in North America. Full-scale contract manufacturing that is accessible to EVERYONE. - speedy like a startup - millions of sq ft of capacity - all the capabilities you need - world class UI/UX/service/support - High mix, low volume - High mix, high volume - Low mix, low volume - Low mix, high volume America is manufacturing again, and I'm gonna provide the engine. Fuck it, we ball 🇺🇸🇺🇸🇺🇸🇺🇸🇺🇸
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Introducing: The Claw While you were setting up your OpenClaw we set up a physical claw machine in our office and hooked it up to the Tempo blockchain Play it yourself, or train your own robotics model to play it and climb the leaderboard 🧵
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Day 2 at Frontiers. Watch the Day 3 livestream below.
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Opening night at Frontiers. Watch the Day 2 livestream below.
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Day 1 at Frontiers. See the recap: paradigm.xyz/frontiers-2026/…
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Research output is going superexponential. 2/3 of arXiv papers are now written with AI. @notnotstorm breaks it down with data: paradigm.xyz/research/public…
new data report on the recent superexponential publication boom we measure the boom across 5 million papers + 2.5 million researchers + 7000 institutions + 15 data sources here are the top 7 chart takeaways
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Paradigm retweeted
4 weeks to go for GPU World, the story competition from Neal Stephenson, Gwern, and me. $100K in prizes. Submit your story!
GPU World: A story competition from Neal Stephenson, Gwern, and me. The AI future is unevenly distributed. What would the world look like with AI broadly diffused, such as if we had one GPU per person? 1000-5000 words, fiction or non-fiction. $100K in total prizes. gpuworld.org
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PK9 and PK10 have fallen and the Paradigm Kryptos challenges are complete Congrats to @LazlosBatForm, @forwardsecrecy, and the rest of the PK Solvers Club As well as Opus 5.5, which made the final breakthrough Now on to K4!
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Live discussion with @danrobinson and @MTSlive on pacing the frontier
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