Raphael Doukhan ✨
@raphael_dkhn
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Building ML integrity @gizatechxyz #ZKML
Joined July 2019
You like STWO? You like Tinygrad? .You love LuminAIR ❤️. We are building an open-source zk-ML framework to prove computational graphs with @StarkWareLtd’s STWO. All contributors will be rewarded via @OnlyDust_com 🫶 . Unlocking ML integrity ….
Introducing LuminAIR ✨. An open-source framework that enables cryptographic verification of graph-based AI models. LuminAIR brings mathematical certainty to machine learning operations in trustless environments.
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Congrats to the Luminal team for joining YC! It's great to see Luminal accelerating! These 3 guys are literally changing the face of ML frameworks. I'm happy to have chosen Luminal to build LuminAIR, our zkML library. I'm preparing an article to share how we can at some point.
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When you get this kind of improvement after a commit 🥰
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RT @monsieur_kus: Our very own @starkience drops insights on the Real Time Proving panel!! 🔥🔥.Stwo will enable verifiable LLM inference to….
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RT @alignedlayer: ✨ ZK-Newsflash! ✨. Here are the latest ZK and Ethereum highlights from June 19th to 25th — presented by @BJ_Dyakov. ✅ @S….
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RT @monsieur_kus: @cryptobuilder_ @StarkWareLtd Stwo is a prover sdk (similar to plonky), you can write constraints for any VM. @StarkWareL….
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RT @EliBenSasson: S-two is Open Source, and best Prover, and pq secure and built by most seasoned team. This is 1st in series of blogs by….
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RT @alignedlayer: Tomorrow (Wednesday June 25th) at 3PM UTC:. Join us for our next Aligned Guests stream with @CemFDagdelen and @raphael_dk….
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Thanks @OmerShlomovits, it was great discussing zkML and Giza on Snark Chocolate podcast 🍫.
New Snark Chocolate 🍫: @gizatechxyz with @raphael_dkhn !. Learn about: ARMA agent, LuminAIR ZKML, Verifiable Recommender system, and how they are all connected via Giza protocol! . Links below 👇.
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Thanks @monsieur_kus for the kind words 🙏. When we first released Orion, some devs actually learned Cairo 1 by reading Orion code base, because there was no Cairo 1 doc at that time. Now with LuminAIR, others are diving into building custom AIRs and learning S-two the same way.
Very impressive work by @raphael_dkhn and the community! If you want to learn how to write constraints for Stwo - LuminAIR is a great source of information and examples of various complexity 📚.
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We are building LuminAIR to unlock AI Integrity. S-two make it possible ✨. @gizatechxyz 🤝@StarkWareLtd.
S-two is unlocking integrity for onchain AI. @gizatechxyz is building verifiable agents for DeFi with LuminAIR, a zkML framework that compiles ML models into STARK-proven computation. Discover how Giza is leveraging S-two to make every AI action provable 👇
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RT @eniwhere_: lexer -> parser -> semantic index -> type validation -> MIR -> new Cairo-M CASM codegen. 1 week. accelerate .
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RT @dpotsdobeck: @jbrukh @gizatechxyz yeah great team. i think long-term their work w stwo will prove quite fruitful.
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Asap, LuminAIR proofs will be verified on Aligned Layer ❇️. Ethereum.
We believe Ethereum is the best network to support the high-value, trustless applications needed in the world—the inevitable core engine of the decentralized digital economy. In our new blog post, we explain why this is where we've decided to build:
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RT @gizatechxyz: Excited to expand our integration with @MorphoLabs. Giza Agents have directed over $𝟒𝟏,𝟎𝟐𝟓,𝟔𝟓𝟒 in volume to Morpho Vaults….
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S-two is the universal AIR prover.
S-two is the fastest prover in the world. Period. And we’ve got a full roadmap to push performance even further (10x–100x from here). @KakarotZkEvm, @NexusLabs, @trade_vex and @gizatechxyz are already using it; now is your turn.
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RT @ClementWalter: This is the one chart you need to know if you’re building with @StarkWareLtd stwo @NexusLabs @gizatechxyz and want to y….
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Proud to use one of the best tech in the ecosystem to solve something that means a lot to me: ML Integrity.
1/ S-two is live. The fastest prover in the world, and the first to make client-side proving actually possible on everyday devices. Now open to all, and coming soon to Starknet 🧵
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RT @gizatechxyz: S-two is the fastest prover in the world, and we’re leveraging S-two to build the fastest zkML library in the world:.Lumin….
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