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3 articles

PerspectiveLatest
8 min read

AI leadership starts with deciding what comes next

Stefan Buchman on what a fractional CTO is accountable for, the warning signs that data is not ready for AI, and where Microsoft Fabric fits.

Engineering note
7 min read

When an AI fairness audit says "pass", can you trust the result?

A fairness audit can pass on one sample and fail on another. Joy explains VFR-Audit, research into verdict stability, and what its findings mean for responsible AI.

Md Jannatul Rakib JoyAI & Cloud Solution Consultant
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Perspective
3 min read

The Quiet Revolution: What AI Adoption Actually Looks Like on the Ground

Carl Lowenborg looks at the practical, human work behind AI adoption: choosing a worthwhile process, building trust and turning small improvements into lasting change.

Carl LowenborgCo-Founder & Co-Managing Director
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Microsoft AI, data and cloud

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