NP Labs (@nplabs_) 's Twitter Profile
NP Labs

@nplabs_

Building programmable privacy.

Always hiring.

ID: 1718310073364090880

linkhttps://np.engineering calendar_today28-10-2023 16:54:14

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648 Followers

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Accurate Insights about (zk)AI. When exploring the various ZK coprocessors, we spent a lot of time thinking about the tradeoffs in the zkML space. tl;dr: carefully pick the model architecture and complexity, or else the proving costs blow up. Hopefully, the write-up helps!

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This is one of the best technical explainers on Merkle Trees in the context of recursive STARKs. The blog expands into Hybrid-Hash Merkle Trees, and even further to Hybrid-Hash Mixed-Matrix Commitment Scheme (H2M2CS) we PR'ed to plonky3. Disclaimer: we might be a bit biased :)

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Detected: high density of quality technical content. Learn all about arithmetic circuits, how they fit into SNARKs, and how one could implement them in Rust.

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Most "ZK" projects don't actually use the zero-knowledge property of cryptographic proofs. But in privacy, ZK is absolutely necessary.