In the intersection of artificial intelligence and zero-knowledge proofs (ZKP), Lagrange is leading the industry with its innovative technology. As AI technology becomes increasingly complex and its applications continue to expand, how to verify the accuracy of AI inference results while protecting sensitive data and model parameters has become a significant challenge faced by the industry.

Lagrange has developed an outstanding zkML (Zero-Knowledge Machine Learning) system to address this issue. Its flagship product, DeepProve, is a highly optimized zero-knowledge proof generation engine that can convert AI inference processes into verifiable ZK proofs. This technology not only protects data privacy but also verifies the correctness of model outputs. Compared to existing solutions, DeepProve demonstrates significant advantages in proof generation speed, computational efficiency, and applicability.

The application scenarios of this technology are extensive, including on-chain AI invocation verification, Web3 protocol security, and privacy computing, among others. Lagrange's innovations have not only propelled zkML from theoretical research to practical applications but also provided a solid foundation for the trusted execution of AI in scenarios such as Web3, decentralized physical infrastructure networks (DePIN), and identity authentication.

Looking to the future, Lagrange has the potential to develop into a key infrastructure protocol in the field of trustworthy AI computing, making significant contributions to the advancement of safety, privacy, and verifiability in artificial intelligence.