ABSTRACT: “Fair Witnessing” is a new approach for asserting and interpreting digital claims in a way that mirrors real-world human trust: through personal observation, contextual disclosure, and progressive validation. It can be implemented with the decentralized architecture of Gordian Envelopes to allow individuals to make verifiable statements while balancing privacy, accountability, and interpretability. At its core, fair witnessing is not about declaring truth, it’s about showing y...
