Problem
What breaks today
A dataset is copied, filtered, merged with another, and used to train three different systems. Months later it matters which exact version each system saw.
Topics · Evidence gap
Transformation Without Trail
Receipts can bind dataset manifests, artifact roots, transformation claims, and audit references into a checkable trail.
Mechanism
How ZK-SNAP responds
ZK-SNAP receipts, Evidence Graph discovery, and Depth-of-Trust profiles can bind dataset manifests, transformation claims, and audit references into a checkable trail.
Verifiable outcome
What a verifier can check
Receipts can bind dataset manifests, artifact roots, transformation claims, and audit references into a checkable trail.