Data ReserveAI data licensing research
Section 06 / Expert Q&A

9. What should an owner disclose to support a model buyer's transparency duties?

Data Reserve research deskSection 06Page 11 of 17Last updated 4 November 2026

Suggested respondent: Kaufman for licensing operations; counsel for applicability. EU AI Act Article 53 includes a public training-content summary requirement for relevant providers, creating practical questions about dataset description.

Ask: “What should a supplier metadata sheet say, what may become public, and who is responsible if that description is inaccurate?”

A strong answer should cover: provenance, coverage, exclusions, collection windows, versions and correction channels. It should explain how contractual confidentiality accommodates legally required disclosure without treating transparency as permission to redistribute the archive. Ask for the minimal sufficient information for the buyer's identified purpose.

Approved expert quote: [Not yet collected.]

Sources cited on this page

  1. EU AI Act Article 53 ↗ai-act-service-desk.ec.europa.eu