Zero-Knowledge Proofs Could Hold the Key to Fair and Private AI

TL;DR Zero-knowledge proofs allow AI models to be audited without revealing sensitive data or the internal logic of algorithms. Zero-Knowledge Machine Learning offers a way to verify that systems do not discriminate without sacrificing privacy or intellectual property. Recent advances have improved the scalability of these proofs, bringing them closer to viable adoption in high-demand. source: https://crypto-economy.com/zero-knowledge-proofs-could-hold-the-key-to-fair-and-private-ai/