21. regen. math. Ethereum. ZKML. Rust. research engineer @worldcoin. @devpillme (👨💻,💊). Hopeful about humanity.🦇🔊🐼🦀
Zuzalu May 1-25
Feb 23, 2023 • 10 tweets • 4 min read
An introduction to Zero-knowledge Machine Learning (ZKML). Creating ZK proofs of ML models allows us to ensure that a given output O was created by model M using input I.
Link: worldcoin.org/blog/engineeri…
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For example, we could prove that some text was produced by a large language model with a specific prompt and that an image was created by a given text-to-image model with a given prompt. Currently, the size of models that we can create ZK proofs of is relatively small.
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Aug 17, 2022 • 4 tweets • 3 min read
The Starknet developer guide is live on @devpillme! It will guide you through what Starknet is and how it generally works and then provides you with a list of Cairo learning resources to go through to get a good grip on the language! devpill.me/blog/starknet-…
You can get started with learning about StarkNet here devpill.me/docs/starknet-…. I want to thank the @StarkWareLtd, @gitcoin grants donors, and the StarkNet community for helping me make this possible.
