# AI coding creates two kinds of debt. You’re only measuring one

> Source: <https://leaddev.com/ai/ai-coding-creates-two-kinds-of-debt-youre-only-measuring-one?utm_source=leaddev&utm_medium=RSS>
> Published: 2026-06-18 07:02:17+00:00

June 18, 2026

Estimated reading time: 9 minutes

**Key takeaways:**

**Cognitive debt** is the**technical debt** nobody is measuring. When AI generates code faster than engineers can understand it, teams lose track of what their system does and why.- The
**tool** isn’t the problem – the**relationship with it****is**: two interns used AI at the same frequency. The difference? Whether they engaged with what it produced. **Your satisfaction scores are hiding the problem!** The most reliable signal isn’t how engineers feel, it’s whether their skills are actually developing.

Dr. Margaret-Anne Storey, professor of computer science at the University of Victoria, first used the term ‘cognitive debt’ in October 2025 while teaching an entrepreneurship startup course.

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June 18, 2026
