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Matt Huang
@matthuang
founder @paradigm, founder @tempo, board member @stripe, building & investing at the frontier
833 Following    232.8K Followers
What if you were an AI Lab working to recursively self-improve… Play RSI Simulator
understanding progress on RSI is one of the most important things we can do to chart the future. @danrobinson and I made a game and explorer based on economic models of AI research, to make the inputs and constraints that define RSI more intuitive.
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Welcome Justin Wang to Paradigm!
I’m excited to share that I’ve joined @paradigm as a Research Partner. I’ll continue working on research at the frontier, under the leadership of @matthuang and @alanapalmedo, and in collaboration with the rest of the team.
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Guess the year… > LOOK AROUND AT THE FAMILIAR WORLD YOU KNOW—THEN PREPARE YOURSELF FOR CHANGES - the extinction of the auto - the end of politics - limitless natural wealth - mining the planets - exploration of the stars - total weather control - instant global transportation - automobile learning - time travel - anti-gravity machines
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Someone asked me recently why I’ve become interested in aesthetics after having spent most of my life more interested in STEM-adjacent topics. I hadn’t really considered the question consciously before, but I’m certainly thinking about aesthetics more than I used to. I think it’s a confluence of things: • Many things today are ugly and far uglier than they used to be or need to be. Once you see this, it’s kinda hard to stop perceiving it. (Early twentieth century phone boxes versus modern phone boxes; old water fountains versus new water fountains; etc.) As someone with a naively meliorist assumption that most things should be getting better rather than worse, it’s all a bit perplexing: why did we stop doing things nicely? Is it a choice? Was there a malevolent spell cast upon us? This vein led me to think more about modernism and why much of art became more intentionally "challenging", grotesque, opposed to prettiness, rebarbative, dissonant, etc. Can or should anything be done about this? Is this just how things ought to be? • Relatedly, much of modernism involved a kind of explicit repudiation of cultural continuity and represented a schism with prior practices. This is maybe most evident in American architecture, where the International Style exhibition in 1932 initiated the displacement of a rich tapestry of prior styles. This cultural break seems important and interesting to me, and I suspect that the rejection had important consequences outside of the aesthetic domain. Samuel Hughes has been exploring this question in his recent writing at @WorksInProgMag; @RuxandraTeslo is also pulling on this thread. Elaine Scarry wrote about how beauty inspires creation. If so, the inverse may also be true: ugliness inhibits it. • It’s clearly the case that changes in the aesthetic domain can at least inspire progress in other places. Petrarch helped set some of the preconditions for the Renaissance which in turn fostered the scientific revolution and Enlightenment. Things like World Fairs (the 1851 Fair at the Crystal Palace recorded 6 million admissions when the population was 21 million) reflect the popular interdependency that used to exist between aesthetics and material development. • @tedgioia and others have written about stuck culture and how so many domains seem to have ceased to straightforwardly advance in the way that they did up until the nineties or thereabouts. This is obviously peculiar and interesting. What changed, and what does it mean? Is it about the internet and fragmentation? Is it about a loss of supply? Is it just about having reached the zenith of various mediums? • I’m generally interested in markets and the dynamics of creation. In aesthetics broadly, I find the reflexivity between supply- and demand-side factors to be very thought-provoking. There’s a natural desire to view satisfaction of individual preferences as the yardstick to measure market success, but things get interesting and even a bit unsettling when we start to think about how the supply might start to shape the demand. I often think about this in the context of food. Why is food so much worse in Germany than many of its neighbors? Germany certainly doesn’t have less material ability to produce good food; indeed, Germany is richer than the countries around it. There’s probably something about German food supply chains that is impoverished relative to France and Italy, but the Germans themselves don’t seem too upset about it. It just seems that the Germans are stuck in an objectively worse market equilibrium than their neighbors: the food is bad and they’ve gotten used to it. The obvious question then is where else these kinds of reflexive patterns apply, and where else we’re stuck in some objectively inferior equilibrium, even if preferences are in some superficial sense being sated. • While this is an extremely banal and obvious point, I hadn’t until recently thought much about or internalized how much one can study reasonably objective things ("the status of women in society", say) through artwork. (Thanks to @_alice_evans for opening my eyes here.) In this vein, I’m pretty excited about the possibilities over the coming years in computational art analysis. I want something that’s conceptually similar to Google Ngram timelines but for the visual arts. • We've always tried to do things well at Stripe. I've come to see that attempting to do them beautifully is often a helpful way to break out of standard practices and to do something with greater novelty and in a way that might have other benefits besides. (Also, excellent people want to do great work because it is intrinsically satisfying. Explicitly allowing aesthetic considerations to carry weight avoids having to justify every assessment with some kind of torturous empiricism.) • In his Nobel Lecture, Solzhenitsyn said that, among the Platonic virtues of goodness, truth, and beauty, that beauty is special, for it possesses a unique kind of irrefutability. He notes that arguments, writing, and philosophical systems can all be predicated on misapprehensions, but that “a true work of art carries its verification within itself.” He proceeds to observe that when goodness and truth are threatened, the “ever surprising shoots of beauty will still force their way through.” There is a lot of specious and motivated reasoning in the world today and plenty of questionable value systems. I don’t think that beauty directly reflects any definitive trait, but I’m intrigued by the idea that it can be a marker of deeper metaphysical coherence.
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US nuclear capacity flatlined for 40 years but power demand is now surging. @antaresnuclear was the first to achieve criticality on a factory-built advanced reactor. Huge props to @jordanbramble for restoring energy dominance and building reliable power for our military Paradigm is thrilled to co-lead this round
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Formally verified compilers will be important in the age of widely available cyber models
Let's build a formally verified compiler together Collaborative automated research can be an amazing tool for formal verification, and vice versa We're launching two new challenges on @paradigm Puzzles to help complete Solidus: a formally verified Solidity compiler in Lean 🧵
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You know what's cooler than solving 1 Erdos problem?
I solved 6 open Erdős problems in 5 days, using @OpenAI GPT-5.6 Sol. I have a math background, but the Codex workflow I used does not require deep mathematical knowledge. Here’s exactly how I approached it, including my prompts 🧵
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Kalshi CEO @mansourtarek_ thinks compute could become the largest commodity on the planet, creating the largest derivatives market alongside it. He says companies already spend roughly $1 trillion a year on compute, with that figure potentially growing 10x by 2030. As prices become more volatile and compute becomes a larger corporate expense, producers and buyers will increasingly want to hedge their exposure. “Historically, if that market has any degree of success, it ends up being at least 10 to 15 times the underlying market.”
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Excited to announce that @katiebiber is now the COO of Paradigm, alongside her role as CLO. Katie is a maestro on the many legal-policy matters at the frontier of tech and a force-of-nature operator. @alanapalmedo and I are lucky to have her partnership in running Paradigm!
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Future generations will ask where you stood during the Great Contango of 2028
Today, we launched GPU compute forward curves derived from our prediction market prices. Forward curves are now available on Nvidia B200. H200, and A100 chips. Forward curves track implied future prices. They are how mature commodity markets form expectations, allocate capital, and manage risk. Energy, interest rates/SOFR, FX, metals, and agricultural markets all rely on market-implied forward prices. Despite becoming one of the key inputs in the global economy, compute has lacked that market-derived infrastructure. Compute right now is where oil was before NYMEX — traded only via OTC deals, just like oil used to trade OTC between producers and refiners. As compute becomes as fundamental to the economy as energy, the industry will need a similar derivative market to promote efficient price discovery. Prediction markets are uniquely suited to this problem. Compute is not one uniform commodity and spans many chips, grades, tenors, locations, and contract structures. A live prediction market can aggregate those dispersed views into transparent prices that reflect market expectations for different maturities. The opportunity is big. Hyperscalers are spending over $700B on compute this year and the market is expected to grow to $7-10T by 2030. If this market behaves like traditional commodity markets, a liquid derivative market could be 10-20x bigger than the underlying spot market. Compute is still not uniform enough, but this is a step towards standardization as forward curves will help us see the rise and fall of different model prices and how they correlate. The forward curve is a first step. Up next: futures and perps.
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Centaur is open source Claude Tag on steroids. Our most recent release unlocks adding Centaur to external channels, allowing untrusted input. This is a game changer, extending Centaur to a virtual coworker that you can add in any Slack Connect channel. Link below.
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Encouraging to see Trade[XYZ] perps demonstrating accurate price discovery for SK Hynix
$SKHY opened on the Nasdaq @ $170 Bloomberg indications were it would open ~$174 (+2.4% miss) @tradexyz 's SKHY pre IPO perp, priced it at: 3 hours out: $164 (-3.4% miss) 1 hour out: $169.80 (within 0.1%) 1 minute out: $169.92 (within 0.05%) Hyperliquid
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We're hiring a few more people for our go-to-market team at Tempo. If you have a track record of *closing* deals and want to sell stablecoins, happy to chat. Strong bias for folks in NY or SF, but open to exceptional people anywhere. Send me a DM with your LinkedIn.
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Hear from @alanapalmedo on TBPN today re: Paradigm's new fund
Happy Wednesday. On today's show: - @benthompson (Stratechery) - @vincentweisser (Prime Intellect) - @RodrigoLiang (SambaNova) - @alanapalmedo (Paradigm) - @willhmayer (Cult Holdings) - Byron Boots (Overland AI) - Tucker Brown (CAA Evolution) See you on the stream.
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$1.2B to invest in steep exponentials 8 years ago we were backed by people who believed in the crypto frontier. Now we’re doubling down as frontiers are colliding across AI, crypto, space, deep tech, energy Grateful to our partners
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Paradigm’s 4th fund $1.2B to invest and build in crypto, AI, robotics, and other areas of the technical frontier
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Happy 250th to the ultimate underdog: America. 250 years of American predictions:
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Few thoughts on OUSD - The 140+ initial partners have a **massive** amount of distribution outside of crypto. (And that's 9,730 potential B2B stablecoin payment flows.) - OUSD brings together some of the largest payments companies and Tier 1 crypto exchanges, giving it best-in-class global on/off ramps from Day 1. On/off ramp support is make or break for making a stablecoin a viable payment rail. - Default shared economics create a much stronger incentive for traditional companies to upgrade their payments infrastructure to stablecoins. - None of this would be possible without GENIUS. Turns out regulatory clarity gives enterprises confidence to make long-term investments in new infrastructure.
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Very excited to see this new effort from Stripe, Visa, Coinbase, Mastercard, Amex, Blackrock, and many others to build a new open stablecoin that shares economics back to users and distributors. OpenUSD will be natively issued on Tempo on day 1!
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Stripe, Meta, Deel, and many other enterprises are finding value in stablecoins on @tempo — reach out if you’re interested to join them!