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THE RECORD

SECTION 06

ISSUE 001

PROJECTIONpolicy1-3yconfidence / medium

Credentials for Models and Datasets

Projection: provenance manifests will extend beyond media to model weights, datasets, adapters, evaluations, and safety policies. A deployer could verify which ingredients produced a system and whether any changed, while governance must distinguish cryptographic continuity from claims about legality, quality, or consent.

Why this idea is here

What the evidence establishes.

C2PA anticipates provenance for model and dataset assets; OpenSharing is developing a vendor-neutral protocol for portable AI assets and data.

Source ledger

Read the sources.

  1. S01
    C2PA Technical Specification 2.4

    current technical standard / published 2026-04-01 / retrieved 2026-07-10

  2. S02
    Linux Foundation Announces OpenSharing Project

    standards announcement / published 2026-06-10 / retrieved 2026-07-09

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