Lagrange's zero-knowledge proof technology provides innovative solutions for data privacy, with far-reaching social significance. Its DeepProve-1 system can verify AI model inferences without revealing input data, suitable for privacy-sensitive scenarios such as medical diagnosis or financial auditing. In July 2025, Lagrange collaborated with a European privacy advocacy organization to demonstrate how ZKP can support public research while protecting user data. This social value has enhanced Lagrange's reputation in the field of privacy protection, attracting the interest of governments and NGOs concerned with data sovereignty, and promoting discussions on the application of ZKP technology in public policy.

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