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Humza Akhtar, Brian Freeman

Public reference bibliography and cataloged PDF materials authored or published by Humza Akhtar, Brian Freeman.

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Contestable Agents for Data Governance: Recording Human Stewardship of AI-Generated Metadata Across Structured and Unstructured Systems

Year: 2026 • Source: arxiv.org • Listed PDF

Industrial organizations hold operational knowledge in structured records, such as telemetry, point lists, and transactions, and in unstructured sources, such as manuals, service notes, communications, and inspection rep...