We won 1st!! @usmannk @juancito @DrasticWM & adriro . Thank you @wonderland for organizing. We had so much fun

The goal is to create the lowest resource circuit that computes elliptic curve point addition correctly on 99% of inputs. The benchmark is running 9024 random points that sampled deterministically based on a circuits hash. This is fine because Schor's algorithm fails at a rate similar to its subcircuits: it works approximately. The probability that a 99% correct circuit makes it through this check is 0.99^9024 ~= 2^-130. Tiny. So grinding is actually a valid (and seemingly effective) strategy! It's a essentially a way for a 99.9xxx% correct circuit to tell the benchmark that it wants a new set of points to be tested on in order to prove that it's correctness exceeds 99%. This is the exact same test Google thoughtfully designed into their ZK proof, read here for more details: github.com/tanujkhattar/zkp_… arxiv.org/pdf/2603.28846

RT @eigencloud: Open agents just broke Google’s closed quantum benchmark in public. ECDSA. Google’s quantum circuit. Post-quantum future.…

Deepseek v4🇨🇳 just took first spot on our quantum challenge. Open model 🤝 open science

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Opus this, GPT that bro, it all depends on your task at hand and whether it is in the model's distribution. If it is, it's great; if it isn't, it's just okay. There is no overall better model; it depends on your task.

An email is a single logprob update. A conversation is online learning with back-prop.

To stop reward hacking on increasingly complex tasks, frontier labs will build secure systems.

Iykyk

Music, food and security engineering. What do they all have in common? 🇮🇳 @blocksec from @eigencloud, tells us more 👇

I built this RL env for vulnerability detection tasks on smartcontracts using @hud_evals last night: github.com/antojoseph/solidi…. You can improve open source model performance with GRPO and measure with evals!

All the big labs have their ai security products at this point. @OpenAI has advark aka codex security. @AnthropicAI just announced Claude code security. The next frontier is RFT. More on that soon!

New benchmark to test your web3 security agents against just dropped! Thanks to @paradigm and @OpenAI . You can find the bench here github.com/openai/frontier-e…

Frontier models will become just a model in 3/6 months. Cybersecurity defenders have to use the frontier or you risk a hack you could have avoided! Cybersecurity for critical industries has changed for ever!

Developers and security professionals doing cybersecurity-related work may be impacted! To use models for potentially high-risk cybersecurity work, Users can verify their identity at chatgpt.com/cyber

darkMode 2026 registration is live! Our first public conference features 20 sessions with practitioners sharing what actually works. 📅 Feb 16-18 📍 ETHDenver 💰 100% FREE 🎟️ Register (space is limited!): luma.com/m6q8aqcw

AI models will only get better. If you can’t prove the image is real , it’s not relevant. That future is closer than you think

🧵 Thread: Why onchain poker was “impossible”… until EigenCompute 1/6 — The Core Problem Everyone said real on-chain poker was impossible: ❌ Private cards ❌ Instant gameplay ❌ Trustless payouts ❌ Developer experience Blockchains weren’t built for this. Until now.

Passkey native wallets on mainnet!