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Blog

Notes on AI adoption, governance, and certification.

The Parallel Model of AI Adoption

Monitoring an AI model's chain of reasoning is becoming less reliable. What that means for Article 86 of the AI Act and for how organizations adopt technology.

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Human-AI Synergy: From Decisional Delegation to Augmented Cognition

Neither replacing humans entirely, nor rejecting the technology, works. How to actually design a Human-AI collaboration that performs.

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Aligning AI Literacy With Organizational Role

A practical guide for SMEs: why flat-rate AI training doesn't work, how to stratify AI literacy by role, and what Article 4 of the AI Act actually requires.

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What Does AI Literacy Actually Mean?

AI literacy isn't just prompt-writing. What the data says about the skills gap, Shadow AI, and the new legal obligation under the AI Act.

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Let's Take a Breath in the Middle of the Great AI Ocean

A market with tens of thousands of AI tools, the pressure to keep up, and the ten questions every SME should ask before buying an AI solution.

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Agentic AI, Level 3, and What It Means for SMEs

What a Level 3 agent actually is, how fast adoption is moving, and why the next 3-4 years decide which small and medium businesses stay competitive.

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AI Governance: The Anchor

When we announced the PECB partnership, we said we would come back with what it means in practice. Here's what ISO/IEC 42001 certification actually means for a small business.

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