Overview and Technical Innovations of Lagrange's Project
@Lagrange Official is the core project of Lagrange Labs, focusing on verifying AI inference through zero-knowledge proof (ZK) technology to ensure that AI outputs are trustworthy and privacy-protecting. The goal of the project is to build a trust-secure AI-driven world, combining blockchain and AI to promote verifiable computation in Web3.
Lagrange Dev provides an infinite proof layer, including the DeepProve zkML library and ZK Prover Network. This network operates on EigenLayer and is supported by over 85 operators, including Coinbase, having generated more than 11 million ZK proofs and 3 million AI inference validations.
DeepProve is 158 times faster than leading zkML, supporting full inference for models like GPT-2 without exposing data. The ZK Coprocessor implements SQL benchmark queries, State Committees provide cross-chain state proofs, and the DARA algorithm optimizes resource allocation to ensure efficiency and resistance to censorship.
In DeFi, it verifies AI trading signals; in healthcare, it ensures the reliability of diagnostic models; and in blockchain, it supports rollup scalability and cross-chain interoperability. Developers can easily integrate to build privacy-preserving applications and promote institutional adoption.
In the future, the project will expand to more LLMs, supporting dynamic SNARKs to achieve high-throughput AI verification.
