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In-depth papers on data, AI and decision-making: the accessible translation of our research and consulting practice, written for decision-makers.

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An open report with a blank cover on a pale oak desk, beside a teal pen

Whitepaper · September 2026 · Martijn van Grieken

Proving, not complying

The AI Act deadline moved, the evidence problem did not. Why oversight asks for reconstruction rather than documentation, and how to set your systems up for it: three questions, two moments, five audit measures and five things you can do tomorrow.

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Whitepaper · August 2026 · Martijn van Grieken

The Epistemic Loop

When does AI make our knowledge better, and when narrower? A decision framework for organisations deploying language models in knowledge work: two axes, four outcomes, two mechanisms, and five things you can do tomorrow.

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Martijn van Grieken

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