ryanimal (@ryan7vv) header
ryanimal (@ryan7vv) profile picture

software dev in ai / web3

Metaverse
Joined October 2014
Photo by ryanimal (@ryan7vv)Photo by ryanimal (@ryan7vv)Photo by ryanimal (@ryan7vv)Photo by ryanimal (@ryan7vv)Photo by ryanimal (@ryan7vv)Photo by ryanimal (@ryan7vv)Photo by ryanimal (@ryan7vv)Photo by ryanimal (@ryan7vv)Photo by ryanimal (@ryan7vv)Photo by ryanimal (@ryan7vv)
I think millennials are having a factory reset. Nobody wants their career. Nobody wants corporate culture. Nobody wants another fucking productivity app. We just want a little house, some hobbies, financial security and to be left the fuck alone. Apparently that’s radical now.
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Keep this story circulating. Kushner will be prosecuted.
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Please read, particularly the comment on the conspicuous absence of cryptography results in the OpenAI results. We need frontier cryptography research in the OPEN. Please help us accelerate it at yukon.org
Today I call upon the blockchain industry to calmly begin planning for "bunker mode". My personal recommendation is to set in motion a controlled mass migration of assets to fresh addresses, i.e. addresses whose pubkeys remain hidden behind a hash. Holders, starting with large and sophisticated ones, should consider moving the bulk of their funds to addresses that have never signed a transaction. And when they do sign one, they should also move remaining funds to a new address (possibly generated from the same seed phrase). Don't rush. While I believe there is cause for action a rushed migration would do more harm than good. Don't panic either. Moving assets to protected addresses is a simple, preventative step which does not require new cryptography or new wallets. IMO it is now reasonable to brace for the possibility that ECDSA breaks before qday, in the worst case in months not years. By "break" I mean fast private key recovery (e.g. in one week) on available hardware (e.g. a large GPU cluster). Recent days have been humbling for human mathematical intuition. Long-held, unquestioned hypotheses have fallen. This includes the n log(n) bound for integer multiplication and the 3SUM conjecture. In hindsight, May's unexpected disproof of the Erdős unit distance conjecture was our warning shot. Yesterday's OpenAI drop made it clear that mathematical superintelligence is upon us. They say there are weeks where decades happen. We are about to live through weeks where centuries of mathematical progress happen. Could our magic 64-byte ECDSA signatures be too good to be true? Was it just security through obscurity all this time? Elliptic curves feel especially vulnerable to superintelligence. Curves carry rich structure, with room for fancy tricks like Schoof, Frobenius, pairings. (By contrast, hashes are designed to minimise algebraic structure.) Separately, as Ewin Tang can attest, an efficient quantum algorithm sometimes foreshadows an efficient classical one. We should be open to the possibility of a classical counterpart to Shor that breaks elliptic curves and RSA at once. Also noteworthy is the striking under-representation of cryptographic breakthroughs among the 722 mathematical results OpenAI published. I've witnessed first-hand the US government censoring academic quantum cryptanalysis results. Backroom interventionism is my base case. I urge large, sophisticated actors to lead by example. Project11's "risq list" (bitcoin-risq-list.projecteleven[.]com) is a great tracker of exposed BTC pubkeys. Binance, Bitbank, Robinhood, Bitfinex, and Tether have an opportunity to harden their cold storage. Next month I'll address institutions in London in a live Q&A (forum.ethereuminstitutional[.]org/london-2026). Again, please do not rush. Wallets holding under 50 BTC enjoy partial cover from "Satoshi's shield", i.e. his 20K exposed addresses that hold 50 BTC each. Load-bearing signers like oracles and L2 security councils should consider rotating ECDSA pubkeys with every signed message and/or multi-signing with a hash-based schemes like SPHINCS. Exiting bunker mode safely will require post-AI cryptography. My inclination is to go all-in on hash-based cryptography and avoid structured mathematical assumptions entirely, whether from curves, lattices, or isogenies. A single battle-tested hash (e.g. from the SHA or BLAKE families) yields plausible post-AI security. The Ethereum roadmap on strawmap[.]org fully embraces hash-based cryptography with end-to-end formal verification as a response to the quantum threat. Those timelines must now be revisited and accelerated in light of mathematical superintelligence. I'll be pushing for maximum defensive acceleration.
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ryanimal retweeted
I've read this post 5+ times and I increasingly have trouble with the core point. If ECDSA breaks without warning, we have so much more to worry about than our magic internet money. Internet security as a whole is gone. SSL/TLS gone, the internet is now transparent. Not just internet security as well - a large portion of physical security would become irrelevant too. You can't have secure digital locks if encryption is dead. You can't secure surveillance footage if the gateway it's stored on can be wiped out on a whim. We would have much bigger problems than "your magic internet money gets stolen." The floor would drop out of the global economy. Most importantly - the answer to transparent encryption simply cannot be "hide your magic internet money" when the internet wouldn't exist anymore. You'd be relying on this technology coming back online, and not just that, you'd be relying on the tokens you stashed away being the relevant ones when it does. I get the ~reasonable dooming here, but if we're going to doom you have to take it to its conclusion. You're going to be much better off investing in gold or cylindrical lead if your core hypothesis is "ECDSA could be broken within months"
Today I call upon the blockchain industry to calmly begin planning for "bunker mode". My personal recommendation is to set in motion a controlled mass migration of assets to fresh addresses, i.e. addresses whose pubkeys remain hidden behind a hash. Holders, starting with large and sophisticated ones, should consider moving the bulk of their funds to addresses that have never signed a transaction. And when they do sign one, they should also move remaining funds to a new address (possibly generated from the same seed phrase). Don't rush. While I believe there is cause for action a rushed migration would do more harm than good. Don't panic either. Moving assets to protected addresses is a simple, preventative step which does not require new cryptography or new wallets. IMO it is now reasonable to brace for the possibility that ECDSA breaks before qday, in the worst case in months not years. By "break" I mean fast private key recovery (e.g. in one week) on available hardware (e.g. a large GPU cluster). Recent days have been humbling for human mathematical intuition. Long-held, unquestioned hypotheses have fallen. This includes the n log(n) bound for integer multiplication and the 3SUM conjecture. In hindsight, May's unexpected disproof of the Erdős unit distance conjecture was our warning shot. Yesterday's OpenAI drop made it clear that mathematical superintelligence is upon us. They say there are weeks where decades happen. We are about to live through weeks where centuries of mathematical progress happen. Could our magic 64-byte ECDSA signatures be too good to be true? Was it just security through obscurity all this time? Elliptic curves feel especially vulnerable to superintelligence. Curves carry rich structure, with room for fancy tricks like Schoof, Frobenius, pairings. (By contrast, hashes are designed to minimise algebraic structure.) Separately, as Ewin Tang can attest, an efficient quantum algorithm sometimes foreshadows an efficient classical one. We should be open to the possibility of a classical counterpart to Shor that breaks elliptic curves and RSA at once. Also noteworthy is the striking under-representation of cryptographic breakthroughs among the 722 mathematical results OpenAI published. I've witnessed first-hand the US government censoring academic quantum cryptanalysis results. Backroom interventionism is my base case. I urge large, sophisticated actors to lead by example. Project11's "risq list" (bitcoin-risq-list.projecteleven[.]com) is a great tracker of exposed BTC pubkeys. Binance, Bitbank, Robinhood, Bitfinex, and Tether have an opportunity to harden their cold storage. Next month I'll address institutions in London in a live Q&A (forum.ethereuminstitutional[.]org/london-2026). Again, please do not rush. Wallets holding under 50 BTC enjoy partial cover from "Satoshi's shield", i.e. his 20K exposed addresses that hold 50 BTC each. Load-bearing signers like oracles and L2 security councils should consider rotating ECDSA pubkeys with every signed message and/or multi-signing with a hash-based schemes like SPHINCS. Exiting bunker mode safely will require post-AI cryptography. My inclination is to go all-in on hash-based cryptography and avoid structured mathematical assumptions entirely, whether from curves, lattices, or isogenies. A single battle-tested hash (e.g. from the SHA or BLAKE families) yields plausible post-AI security. The Ethereum roadmap on strawmap[.]org fully embraces hash-based cryptography with end-to-end formal verification as a response to the quantum threat. Those timelines must now be revisited and accelerated in light of mathematical superintelligence. I'll be pushing for maximum defensive acceleration.
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You can now buy $DOG on Coinbase directly from X using the new trade button on the $DOG cashtag!!!! 🤯
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Model your agent logic as a state machine. Give Jev the state + goal; the enabled events it can trigger are Choices. That's how you use Jev with state machines. It works extremely well.
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ryanimal retweeted
Jev is a much bigger deal than people believe the average vibe coder has no fucking idea this is the first time in a very long time that engineers regain a real advantage, because they can see the value of what this model does it takes more architectural/systems thinking to understand where this could be useful, because it's not just a "drop in model replacement" but a completely different beast but holy fuck is this thing amazing huge kudos to @typesafeai for this
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now that I'm officially going to Vegas, I have no choice but to say it: $dog
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The best part of the Jev launch is how focusing it is for all of us, we’ve been inundated with big named model releases and scaling laws, but, Jev demonstrates that purpose built models will be the bread and butter of many applied AI use cases.
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They are going to declare a national emergency, ration fuel, and suspend the midterms. Just watch.
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We Must Pace the Frontier
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ryanimal retweeted
Dario has written that we need to “pace the frontier,” and Sam has agreed. People may be surprised by my response: go ahead. You guys are the frontier. By any reasonable metric — market share, revenue growth, model capability — the two of you have a duopoly on frontier intelligence. You’ve also claimed the lead is widening because of recursive self-improvement. I don’t see what you see in the lab. If the unreleased models are scary enough that you think you should slow down, I support your decision to be responsible. But stop pretending you need anyone else’s permission. Stop pretending antitrust law has to be suspended so you can form a cartel. Stop pretending you need a regulatory approval process that supersedes product liability. Stop pretending METR is independent when it is intertwined with Anthropic’s investors and staff. Stop pretending you need those same evaluators to police competitors who aren’t even at the frontier. Most of all, stop pretending the motivation to slow down is purely altruistic. You face massive product-liability exposure if your products enable a truly damaging cyberattack. The market already punishes models that behave in unpredictable or unauthorized ways. After the Hugging Face episode, it is simply good business for OpenAI and Anthropic to trade some raw power for reliability and predictability. Call it alignment if you want. It is also just giving customers what they want. Pacing the frontier would also create breathing room for a more intelligent conversation about regulation than Bernie Sanders’ “shut it all down.” China is very unlikely to join a global agreement, as you know, and that has to be taken into account as well. So go ahead and pace the frontier. You are the ones setting it. The easiest way not to build superintelligence is for you to agree not to build it. Demanding your preferred regulatory framework as the price of that will look like blackmail of the public and the political system. So just do it. If you do, you’ll buy goodwill for the next conversation. If you don’t, we’ll know this was just another bid for regulatory capture — or an election-season psyop.
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ryanimal retweeted
I am a delusional optimist and i will win
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Feels like people won't appreciate how big of a deal this is, Effect gives you: - Schema - OpenAPI client / server - Open Telemetry - Database drivers - Dependency injection - Typed errors All with no dependencies at a time where supply chain attacks are rampant
Effect v4 core package now has no external dependencies. Coming to an RC near you soon. @EffectTS_
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this is why all the climate doomers will be wrong. we will be able to engineer our way out of a lot of our climate problems > Rainmaker just became the first company to prove it had created extra rain and snow in Alaska > in just three hours, they produced ~19M gallons of water, enough to supply 150 American households for an entire year, with just two drones!! > the drones find clouds already holding water and help that water fall as rain or snow > covering Utah’s entire 7,500-square-mile Bear River Basin will take 36 drones working in relays, and the same model can be repeated across the mountain ranges feeding the Colorado River > the extra snow melts into streams and reservoirs, supplying farms, cities and hydropower through the dry months > Rainmaker’s goal is to stop the Great Salt Lake from shrinking by 2030 and double the Colorado River’s flow by 2031 > now imagine this at full scale... they'll basically turn the sky itself into a tool for fighting drought, empty reservoirs, shrinking glaciers, damaged ecosystems, and wildfire risk
Rainmaker just produced ~19M gallons of water in Alaska via next-gen cloud seeding over 3 hours of operations. We are the first company to provably produce precipitation in Alaska. As promised, we’ve linked our white paper and relevant data. In the future, Rainmaker will protect and restore glaciers with man-made snowfall. Immediately, this demonstration shows how Rainmaker will add new water to the Colorado River and Great Salt Lake in the coming months. We turned around this analysis and white paper just a couple days after operating. There are many data sources I want to deepen our understanding of the atmosphere and increase our provable production; we’re building the instruments to collect that data in subsequent operations. But at Rainmaker, we won’t tout LOIs, simulations, or lab tests. What matters is physically measuring that you’ve affected the atmosphere; proving that we’ve produced water. We prefer sharing only the tech that has proven to make more water for farms, industries, and ecosystems in need. Expect a regular cadence of these from us as we build the best atmospheric science lab in the world. Feedback is welcome in the interim. Rainmaker Century. rainmaker.com/blog/alaska-va…
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ryanimal retweeted
Get out of ₿ed.
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BREAKING: $DOG IS UP +51% TODAY AND IS THE TOP PERFORMING COIN IN THE TOP 200 🤯
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Runes are going parabolic right now The sell walls are paper thin This means that any moderate increase in demand sends them upward violently Strap in
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Rainmaker just produced ~19M gallons of water in Alaska via next-gen cloud seeding over 3 hours of operations. We are the first company to provably produce precipitation in Alaska. As promised, we’ve linked our white paper and relevant data. In the future, Rainmaker will protect and restore glaciers with man-made snowfall. Immediately, this demonstration shows how Rainmaker will add new water to the Colorado River and Great Salt Lake in the coming months. We turned around this analysis and white paper just a couple days after operating. There are many data sources I want to deepen our understanding of the atmosphere and increase our provable production; we’re building the instruments to collect that data in subsequent operations. But at Rainmaker, we won’t tout LOIs, simulations, or lab tests. What matters is physically measuring that you’ve affected the atmosphere; proving that we’ve produced water. We prefer sharing only the tech that has proven to make more water for farms, industries, and ecosystems in need. Expect a regular cadence of these from us as we build the best atmospheric science lab in the world. Feedback is welcome in the interim. Rainmaker Century. rainmaker.com/blog/alaska-va…
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The accusation that I am antisemitic is appalling and fundamentally dishonest. Criticizing the actions of the Israeli prime minister, a military technology contract, or the executives who supply it is not the same as criticizing Jewish people. This critical and necessary dialogue is then dishonestly framed as being anti-Israel. To be clear, my views come from my own political convictions and should never be interpreted as hostility toward Jewish people, for whom I have deep love and respect.  Everything I know about acting, activism, and humanism has been profoundly shaped by the Jewish friends, colleagues, and loved ones who have been integral and family throughout every point of my life. This merger has real consequences for real people, and for the entire country. Scrutinizing the Ellisons, including Oracle’s business built on data, surveillance technology and government contracts, and the serious threat to editorial freedom and the loss of a livelihood for thousands of families, is fair and necessary. The $111 billion deal would hand one family control over CNN, HBO and Warner Bros., backed in part by foreign money whose influence on editorial decisions has never been fully explained to the public.  Lawmakers on both sides of the aisle have called for serious national security review, and regulators still haven’t given the public a real answer. Until they do, the merger shouldn’t move forward. Now is the time to dive boldly into all these issues, not step back or concede.
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