
Does AI Invent References in the Canton of Bern?
A study of model versions that are already outdated.
1777 articles drawn from our engagements in Geneva, Lausanne, Zurich, Bern, Basel, Lugano, Fribourg and Neuchâtel. Case studies, practical guides, 2026 trends.

A study of model versions that are already outdated.

Single context; replicate locally before generalising.

Working paper, consultants from a single firm.

Single context; replicate locally before generalising.

Single context; replicate locally before generalising.

Single context; replicate locally before generalising.

Single context; replicate locally before generalising.

Single context; replicate locally before generalising.

Raw observations from field engagements in Sion — what ai on the job says, unfiltered, about an organisation's health.

An operational 90-day plan to anchor ai on the job in a team or committee based in Sion.

Experiential synthesis: what works, what no longer works, and what is never said publicly about ai on the job in Sion.

Four weak signals redrawing the practice of ai on the job in Sion this year.

Three approaches to ai on the job compared in the field — costs, durations, observed results from Sion.

Cultural and economic reading of ai on the job seen from Sion — local specifics and transferable lessons.

An anonymised engagement with a team based in Sion — starting point, programme deployed, six-month results.

Concrete levers to advance ai on the job in Sion — proven methods, real cases, common mistakes.

Experiments on generative AI often measure speed and perceived quality. They say less about long-term quality.

The more a system automates, the more humans must handle hard cases — with less practice. A 1983 idea is topical again.

Labour economics has long separated occupations and tasks — a distinction that changes how to prepare a team for AI.

Single context; replicate locally before generalising.

Single context; replicate locally before generalising.

Single context; replicate locally before generalising.

Single context; replicate locally before generalising.

Erik Brynjolfsson, Danielle Li et Lindsey Raymond (2025, Quarterly Journal of Economics)