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  • Where Does AI Classification Custody Attach?

    June 28, 2026 by

    I encounter this question on a daily basis recently, even when I am not actively thinking about AI: Assume an AI reads compartmented information and produces a lower-control (a lower-classification output you could genuinely publish!). Where should classification custody attach? To the File, to the Prompt, to the Memory, to the Output, or the whole… Read more

  • AI Risk Management for Organizations Using AI Systems

    May 2, 2026 by

    Artificial Intelligence is no longer confined to experimental environments—it is embedded in everyday business operations. While much attention is given to those who develop AI systems, organizations that use these systems face their own distinct and equally critical set of risks. This article outlines a practical, organization-centric approach to AI risk management, focusing on enterprises… Read more

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