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Ivan Zdravkov
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Backend

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  • 12 Aug 20265 min read

    What the EU AI Act actually requires of a masking layer

    The Act never says masking. Three articles, on data, logging and human oversight, each describe a property a masking layer either has or does not.

    Applied AI, Backend

  • 12 Aug 20264 min read

    Your model is not the product. The pipeline around it is.

    Swap the model and almost nothing changes. Swap the masking layer, the permissions, or the monitoring, and the system stops running or starts leaking.

    Perspective, Backend

  • 26 Jul 20265 min read

    Permissions that travel with the person

    An AI assistant should own no permissions. It borrows the rights of the person using it, and that single design choice bounds every attack path.

    Applied AI, Backend

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Ivan Zdravkov

Backend systems and applied AI.
AFC EOOD, Bulgaria, founded 2004.
VAT: BG123673786

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