Does AI mostly help novices?

Does AI mostly help novices? — what studies show, and what they don't.
The research
Brynjolfsson, Li and Raymond (2025, QJE): larger gains for less experienced support agents.
The limit
One job, one firm. (our executive and employee training programmes)

Practical check in Lausanne
Track newcomers' quality with and without the assistant. To go further: explore the Managing in the Age of Artificial Intelligence training in Lausanne, or browse our executive and employee training programmes in Switzerland.
In pictures: Managing in the Age of Artificial Intelligence in Lausanne



- managing in the age of artificial intelligence
- Lausanne
- research
- training lausanne
