Notes on building trust into AI.
Checkpoints, calibrated judges, provenance, and the law that is catching up. From the team building it in Amsterdam.

The School Where Humanity Teaches AI What Matters
Why Teaching AI Is Everyone’s Business Every day, without a whisper, AI plays an ever leading role in shaping who gets a loan, which résumé is shortlisted, what news is shown, how patie…
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How Algorithms Shrink Your World
The Illusion of Infinite Choice We live in an age where algorithms decide what we watch, what we read, who we follow, an…
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You’re Not Training AI. But It’s Still Making Choices for You.
The World’s Most Important Decisions Are Quietly Changing Hands It’s happening silently, but swiftly. AI is no longer ju…
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Why AI Ethics Goes Beyond Algorithms
You can’t talk about AI anymore without someone bringing up ChatGPT. Or maybe Midjourney. Or that image you saw last wee…
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AI's Mirror Effect: The Undisclosed Agenda Behind Personalisation
Personalization is one of AI’s most praised features. And for good reason. It remembers your preferences. It adapts to y…
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The Shortcut Economy: AI in the Job Market and the Death of Differentiation
The job market today is a strange contradiction. On one hand, we have record-breaking levels of global talent, tools tha…
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The Illusion of Mastery: How AI Is Replacing Learning with Performance
We’ve entered an era where anyone can appear to know, without truly understanding. Students can now write essays they di…
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AI is almost a drug and here’s why
We are in the early days of a powerful transformation. AI is no longer just a tool that assists you when called upon. It…
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Morality vs. Ethics: What’s the Difference?
We often hear these two words "morality and ethics" used interchangeably, as if they’re the same concept in different di…
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Occasional writing on building human judgment into AI: the checkpoints, the calibration, the law. No spam, no selling your address.