Writing

    Papers, explainers and talks on structured AI in regulated environments — and on leading product through that change.

    Foundations

    Beyond the Language Model

    Why regulated industries require layered AI architecture and what that means in practice.

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    System in Motion

    Decision Pipeline

    An interactive explanation of structured decision architecture, stage by stage.

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    Structure Before Intelligence

    A walkthrough explaining why deterministic logic precedes probabilistic reasoning.

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    Speaking

    AWS & CloudZone Roundtable, Stockholm

    February 2026

    Reflections on AI adoption, EU AI Act readiness, and leadership in transition.

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    Vocabulary

    Vocabulary

    Definitions for the terms used across these pieces, from deterministic layers to auditability.

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