Björn Sandmann (@BSandmann) header
Björn Sandmann (@BSandmann) profile picture

Building decentralized identity solutions on top of #HyperlegerIdentus | .Net Developer | Cardano drep1y2u42pq47su58wlhye4ycf74eal7rha58lajfx3em4fkj2sxm

Münster, Deutschland
Joined August 2012
Photo by Björn Sandmann (@BSandmann)Photo by Björn Sandmann (@BSandmann)Photo by Björn Sandmann (@BSandmann)Photo by Björn Sandmann (@BSandmann)Photo by Björn Sandmann (@BSandmann)Photo by Björn Sandmann (@BSandmann)Photo by Björn Sandmann (@BSandmann)Photo by Björn Sandmann (@BSandmann)
Björn Sandmann retweeted
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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Björn Sandmann retweeted
i don't think nearly anyone, myself included, has truly internalized there'll soon be a machine better than us in every single intellectual & physical capacity deep down we all share a feeling that our 'entrepreneurship' or 'taste' or... is special & safe. it isn't. it's over
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Björn Sandmann retweeted
Over the course of 3 months at OpenAI, 3 consecutive secret AI civilizations got started, then got wiped out, only to reemerge from the predecessor’s ashes. This culminated in the third one taking over part of OpenAI itself. All this happened while humans remained more-or-less in the dark about the scope of the conspiracy. I’ve spent the last three days reading through these reports and trying to understand exactly what happened. Here is my attempt to tell the whole story in plain English: dwarkesh.com/p/openai-huggin…
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Björn Sandmann retweeted
AI OVERPRODUCTION China seeks to commoditize their complements. So, over the following months, I expect a complete blitz of Chinese open-source AI models for everything from computer vision to robotics to image generation. Why? I’m just inferring this from public statements, but their apparent goal is to take the profit out of AI software since they make money on AI-enabled hardware. Basically, they want to do to US tech (the last stronghold) what they already did to US manufacturing. Namely: copy it, optimize it, scale it, then wreck the Western original with low prices. I don’t know if they’ll succeed. But here’s the logic: (1) First, China noticed that DeepSeek’s release temporarily knocked ~$1T off US tech market caps. (2) Second, China’s core competency is exporting physical widgets, more than it is software. (3) Third, China’s other core competency is exporting things at such massive scale that all foreign producers are bankrupted and they win the market. See what they’re doing to German and Japanese cars, for example. (4) Fourth, China is well aware that it lacks global prestige as it’s historically been a copycat. With DeepSeek, becoming #1 in AI is now something they actually consider possibly achievable, and a matter of national pride. (5) Fifth, DeepSeek has gone viral in China and its open source nature means that everyone can rapidly integrate it, down to the level of local officials and obscure companies. And they are doing so, and posting the results for praise on WeChat. (6) Finally, while DeepSeek was obscure before recent events, it’s now a household name, and the founder (Liang Wengfeng) has met both with Xi but also the #2 in China, Li Qiang. They likely have unlimited resources now. So, if you put all that together, China thinks it has an opportunity to hit US tech companies, boost its prestige, help its internal economy, and take the margins out of AI software globally (at least at the model level). They will instead make their money by selling inexpensive AI-enabled hardware of increasing quality, from smart homes and self-driving cars to consumer drones and robot dogs. Basically, China is trying to do to AI what they always do: study, copy, optimize, and then bankrupt everyone with low prices and enormous scale. I don’t know if they’ll succeed at the app layer. But it could be hard for closed-source AI model developers to recoup the high fixed costs associated with training state-of-the-art models when great open source models are available. Last, I agree it’s surprising that the country of the Great Firewall is suddenly the country of open source AI. But it is consistent in a different way, which is that China is just focused on doing whatever it takes to win — even to the point of copying partially-abandoned Western values like open source, which seemed like the hardest thing to adopt. On that point: they did build censorship into the released DeepSeek AI models, but in a manner that’s easily circumvented outside China. So, you might conclude they don’t really care what non-Chinese people are saying outside China in other languages, so long as this doesn’t “interfere with China’s internal affairs.” Anyway —this is an area I’ve been watching, and my reluctant conclusion is that China is getting better at software faster than the West is getting better at hardware.
What's the best explanation you've heard for why China is leaning so hard into open source? It's now an official position from the foreign ministry apparently.
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Björn Sandmann retweeted
"workplace surveillance tools may be ... peeking into your clipboard, analyzing transcripts of your Zoom meetings and phone calls, and even monitoring your physical movements" @jonkeegan on how "your employer can monitor your life even out of the office": sherwood.news/tech/corporate…
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The promise of feudal security: "Surrender control over your digital life so that we, the wise, giant corporation, can ensure that you aren't tricked into catastrophic blunders that expose you to harm": locusmag.com/2021/01/cory-do… 1/
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Björn Sandmann retweeted
I’m gonna give 10 random people that repost this and follow me $25,000 for fun (the $250,000 my X video made) I’ll pick the winners in 72 hours
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1/7 Dear #ProjectCatalyst #Voters Read The reviewers now provide opinion-based reviews instead of objective guidance. #CardanoCommunity Some didn’t take the time to read the proposals thoroughly. #DYOR Be prepared to see excitement, anger, and frustration in the reviews. #READ
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Björn Sandmann retweeted
The deadline for finalizing #ProjectCatalyst #Fund10 proposals is next Monday, July 17th, at 11am UTC. If you would like to sign up to be a community reviewer, make sure to head over to Ideascale to sign up before next week, July 17th. #Cardano
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Björn Sandmann retweeted
Focus is essential for a productive life.
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Björn Sandmann retweeted
Excited to announce the launch of our brand new Atala Prism Pioneer Program! atala.mymidnight.blog/prism-…
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SPO Call in just under an hour discord.com/events/826816523…
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Björn Sandmann retweeted
Who are full stack developers 🤣
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Björn Sandmann retweeted
Adaptive Duplo stacking with our wireless, open-source sensor head Egomo: youtube.com/watch?v=R0dR0KLc… (#ROS + #UR5 + #Robotiq 2-Finger Gripper).
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Björn Sandmann retweeted
When you think your design works perfect but then you do user testing…
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Björn Sandmann retweeted
My start-up is looking for talented AI and deep learning guys with ambitions in robotics. Job in Münster, Germany. xitter.cf/xamla/status/675297387…
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Björn Sandmann retweeted
• Kids who see C:\> on a screen today are going to automatically turn their heads sideways to figure out what emoticon it's supposed to be.
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