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What ZK-AI Adds

Useful comparisons, not hostile ones. Logs, screenshots, C2PA, ZKML, generic chains, and observability tools each prove something. ZK-AI adds portable receipts for accountable machine action.

Existing thing What it proves What it misses ZK-AI adds
Logs Something was recorded Logs can mutate Signed receipts
Screenshots A surface existed Easy to fake Cryptographic verification
C2PA Media provenance Narrow artifact scope Machine-action receipts
ZKML Computation or inference claim Not full action accountability Policy, context, and action receipts
Generic L1 Hash anchoring No receipt semantics ZK-SNAP, DoT, Sigils, and Evidence Graph
Observability tools Trace and debug data Trust depends on platform Independent verification

For domain-specific problems, see Use Cases or the Topics index.