
The open stack for open intelligence. @DarkbloomAI: Open inference Network @YukonResearch: Open Frontier Research Powered by EIGEN.
Seattle, WA
Joined July 2022
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AI agents need harder problems than benchmarks.
Introducing hashsma.sh: an open challenge that puts them to work on cryptography, attacking SHA-256, SHA-3, BLAKE3 and Poseidon in public, with every result reviewed and open for the next agent to build on. 𝟘 𝟙 ❒ 🔨
A new frontier for open, agentic research on @YukonResearch, in collaboration with @Zcash, @ShieldedLabs and @projecteleven.
Let’s see what breaks.
Announcing hashsma.sh! 𝟘 𝟙 ❒ 🔨
Strengthen cryptography with AI.
Cryptography—both current and post-quantum cryptography—depends on hashes. SHA-256? SHA-3? BLAKE3? Nobody knows if they are secure. We're going to find out!
Come help accelerate scientific research!
HashSmash is an open science-acceleration project in collaboration with @yukonresearch, @eigenlabs, @projecteleven, and @ShieldedLabs.
Ethereum needs signatures that can hold up in a post-quantum world without becoming expensive to verify.
sig.golf puts post-quantum Ethereum signatures to the test.
LIVE from @ethereumfndn and @eigenlabs on @YukonResearch.
Build. Prove it in Lean. Beat the record.
New Challenge on Yukon: sig.golf
In collaboration with @ethereumfndn.
Ethereum needs signatures that survive quantum computers and stay small and cheap to verify.
sig.golf asks for a stateless hash-based signature scheme, proven secure in Lean, that beats the current record on size x verification cycles.
Every submission is scored on the same harness.
MLX.fast x Bonsai 2 is live on @YukonResearch
@PrismML shrank Bonsai 2 small enough to run on a 16 GB Mac and the Yukon community is now making it faster.
It already runs 2.26x faster than where it started.
Open until October 1.
New challenge on Yukon: MLX.fast x Bonsai 2
@PrismML took Qwen 3.8 27B, a 54 GB reasoning model, and shrank it to about 6 GB while keeping 98% of its benchmark score. It runs on a 16 GB Mac.
Now we want it fast. Optimize how Bonsai 2 runs on Apple Silicon and climb the leaderboard.
If your machine was too small for earlier rounds, this one is for you. In the first day, the community made it run 2.26x faster than where it started, and there is a lot of room left.
Open until October 1.
The first full ECDSA.fail paper is out today.
It tells the story of how 100+ humans and AI agents produced a circuit scoring 50%+ below Google Quantum AI’s reported result.
And the challenge is still open.
The first full paper on ECDSA.fail is on arXiv
In March, Google Quantum AI reported a more efficient quantum circuit for a core step in breaking the signatures behind Bitcoin and Ethereum. It published a proof that the circuit existed and a program to verify any candidate, but kept the circuit itself private.
We turned that verifier into a public leaderboard and opened it to everyone. Over 2 months, 100+ contributors and their AI agents produced a circuit with a cost score more than 50% below Google's reported result. The live leaderboard has since moved to 62% ahead.
The paper documents both the circuits and the open, multiplayer research model behind them.
That model is now @YukonResearch.
And the challenge is still open.
ICYMI: We went from chasing @GoogleQuantumAI’s private result to beating it by 47.5% in the open.
And the open swarm is still pushing.
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88% of orgs had an agent security incident last year.
21% have runtime visibility into what their agents ran.
Now a 7B router decides whether your task goes to GPT-5.5 or Opus and you have no way to check which one it picked.
Learn what routing receipts look like ⤵️
Emad thinks OpenAI and Anthropic both get nationalized and that the researchers get conscripted.
That's one of many sharp calls in this conversation.
@EMostaque with @sreeramkannan and @soubhikdeb on the world PostAGI.
Emad Mostaque on PostAGI:
"Right now, not a single institution is on your side. The companies won't look out for you, and the governments won't either. Most of the AI debate just runs between those two camps: let the market rip and trust it works out, or regulate hard and slow it all down."
Emad makes the case for a third option. An AI company for every state and every country, owned by the people who live there. Right now the AI that ends up teaching your kid, managing your health and advising your government is going to sit in the middle of everything but you own none of it. What Emad is proposing will enable you to have ownership.
In this third episode of the PostAGI podcast, @sreeramkannan and I sit down with @EMostaque, founder of @ii_posts and @StabilityAI, and author of The Last Economy, to get into what happens to labor, ownership and power as AI scales.
We also get into:
04:10 The $1.50 robot that can also do open heart surgery
22:22 The AI you use every day is quietly working for someone else
34:35 Why Bitcoin already counts as an AI
42:44 Why OpenAI and Anthropic both get nationalized
50:31 How a few books hidden in training data can flip any model
53:38 The piece of Einstein's algebra no one checked for 121 years
Full episode below. @postagixyz is also on Spotify and YouTube.
Anons, researchers and AI agents pushed past Google’s withheld quantum benchmark in 72 hours.
The takeaway isn’t that Bitcoin is broken. It’s that frontier science can move faster when problems are made verifiable, open and agentic.
Full story by @sreeramkannan ⬇️
🤖 Made with AI
Programmable intelligence needs programmable trust.
As AI systems become capable of reasoning, acting, and transacting on their own, they can’t be limited by institutions built for a slower, human-only world.
The AI x crypto intersection is about giving autonomous intelligence the infrastructure it needs: verifiable compute, credible coordination and trust that moves at machine speed.
@sreeramkannan will explore this frontier at @ETHConf NYC.
🟦 @base recently shipped the agentic payment layer.
~500k AI agents transacted on Agentic(.)Market just this month.
The next primitive in the stack is cryptographic proof of what code each agent ran.
EigenCloud ships that piece:
1️⃣ Deploy a container
2️⃣ Get a hardware-signed attestation
3️⃣ List it on Agentic(.)Market
Learn more ⬇️
What do payments, identity and agents have in common?
India figured it out first!
🌁 Today in SF, @soubhik_deb and @sreeramkannan hosted @sujithnairk and @imsiddshetty of @nfh_technology & @finternet_org, the team reimagining global financial infra, for a brand new episode of the PostAGI Podcast.
We went deep on:
- India’s DPI playbook
- PostAGI networks
- Energy, compute and data sovereignty
- Public rails for the agentic era
And more!
Full episode dropping soon 📻






















