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Competence Debt

Article 4 of the EU AI Act is the most important competence regulation ever written for technology. This newsletter is about what it misses -- and what to do about it.

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Latest episodes

THE LONG ARC

A secular reading of Magnifica Humanitas

When AI Enters the Room, Your Best Thinking Leaves

How a 1961 CIA briefing explains why your team stops thinking when AI is in the room

Why HR Is Ground Zero for AI Compliance

The function carrying triple regulatory exposure is the one that has received the least AI training

The Vendor Evaluation Problem

Six prompts, three templates, zero paywall -- and why it still isn't enough

We Built an AI Competence Standard. We Are Giving It Away.

Why we published the Twin Ladder Competence Framework under CC BY-SA 4.0 — and why giving away the methodology is the strategically correct move. Competence Debt, by Alex Blumentals.

Competence Debt: The Hidden Cost of Every AI Tool You Deploy

Your AI tools are making your people faster. They are also making them worse. The research is clear, the pattern is consistent, and almost nobody is designing for it.

Coming soon

This is Competence Debt.