AI & transformation - AI in the field: uses, illusions and realities. An exploration of the concrete effects on products, teams and organisations.

 
9 December 2025

AI and transformation: why fear of replacement masks the real issues

The idea that AI will enable us to produce more and do without many human skills has spread with astonishing speed. It's a cultural narrative, a form of progressive contagion that extends well beyond the IT framework to permeate all professional conversations, internal arbitrations and sometimes even recruitment policies. Yet transformation has never meant replacement, and reducing tasks has never meant losing value.
30 November 2025

The great misunderstanding of AI: why we think it's more intelligent than it really is

There's that strange moment that almost all of us have experienced recently with ChatGPT or another AI. That moment when the machine formulates an answer so accurate, so nuanced, that we lend it a form of humanity. Why does AI give us the impression that it understands? An analysis of the great misunderstanding that leads us to project intention and intelligence onto statistical systems.

Pépinia's coffee break

A short newsletter to read over a cup of coffee and take a step back from the digital world, user experience, accessibility and quality of service.