AI as friction

ai desirable difficulties behavioral design productivity architecture

The case for AI that slows you down.

Luděk Stehlík https://www.linkedin.com/in/ludekstehlik/
10-03-2026

When we think about using AI, we often think about how to make things easier for us. But maybe we’re missing the use cases where AI can help us introduce some meaningful friction into our lives.

We know this well from other domains:

This clicked for me recently while participating in design workshops on reducing inefficient meetings. Many of the proposed solutions were tech/AI-oriented, and they fell neatly into two categories: enablers and something we could call ‘Cognitive Speedbumps’ - AI designed to break our autopilot and “lazy” defaults.

Imagine an AI scheduling assistant that actively refuses to book a 60-minute meeting unless you provide a clear purpose and agenda and tag the specific decision-makers. It adds friction to the scheduler, but saves hours for the attendees downstream.

Curious whether you’ve come across examples like this - or maybe you’re already using AI as friction in your own life?

Citation

For attribution, please cite this work as

Stehlík (2026, Oct. 3). Ludek's Blog About People Analytics: AI as friction. Retrieved from https://blog-about-people-analytics.netlify.app/posts/2026-03-10-ai-as-friction/

BibTeX citation

@misc{stehlík2026ai,
  author = {Stehlík, Luděk},
  title = {Ludek's Blog About People Analytics: AI as friction},
  url = {https://blog-about-people-analytics.netlify.app/posts/2026-03-10-ai-as-friction/},
  year = {2026}
}