Video series Nice to have

Science Étonnante (David Louapre)

How AI works AI in public services

What can I learn?

France's leading science-popularisation YouTube channel (1.5M subscribers) with multiple AI explainers covering transformers, Parcoursup, and ELO ranking. Rigorous but always accessible.

Core insight

The mathematics behind AI are not beyond non-specialists — with good visualisation and pedagogy, the core ideas become genuinely graspable.

How to use it in daily work

Deep-dive French-language explainers for specific AI mechanisms when you want to go beyond surface understanding.

  • The Parcoursup episode gives you accurate, detailed understanding of the algorithm behind university admissions — directly applicable when helping students and families navigate the system.

Time

15–25 minutes per video

Cost

Free