@Nillion is building a Blind Computer—a decentralized network of nodes that stores and processes sensitive data while keeping it encrypted and private from application backends and infrastructure operators .

The traditional decrypt-compute-encrypt cycle exposes data during processing, relying on policy promises. Nillion instead uses secure multi-party computation (MPC), homomorphic encryption (HE), and trusted execution environments (TEEs) to work directly on encrypted data .

This shifts trust from "trust us with your data" to "trust the cryptography." The network now serves 112K+ users, secures 641M+ documents, and has executed 1.4M+ inferences, making private computation practical at scale .

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