We are also entering an era where the line between human work and machine work is dissolving.

We are also entering an era where the line between human work and machine work is dissolving. Machines generate text, images, analysis, and predictions at a pace no human can match. They also operate within opaque layers that even their creators cannot fully parse. When machines speak, they do so without context unless we provide one. When humans speak to machines, the machines need a structure that tells them how to handle competing claims, conflicting evidence, or uncertain authenticity. BlockClaim is a foundation for that structure. It does not tell a system what to believe. It tells a system how to track what was said, by whom, when, and with what supporting proof. Machines excel at pattern recognition but they require anchors to avoid drifting into noise. BlockClaim gives them those anchors. – Rico Roho (BlockClaim: How Claims, Proofs, and Value Signatures Work)