AI
Are product and engineering teams debating the wrong thing?
The debates about roles, prompting ownership, and who decides what are real. But they may be one layer above where the actual shift is happening.
Sovereignty
Sovereign AI: a stack, not a label
Sovereign AI is becoming infrastructure. But what do governments and organizations actually control? A layer-by-layer guide to what the claims miss
AI
Multilingual AI is not just an access problem
Your model can produce French. That does not mean it learned to reason with French assumptions. This piece looks at English-dominant training, multilingual reasoning, and the question still missing from most sovereign AI debates.
AI
Language is not neutral
On language, cognition, and what we are encoding when we build AI in English.
News
AI beyond the digital elite
The AI conversation assumes everyone wants to become a builder. Most people do not. And the workers most exposed to disruption are the ones least represented in the rooms where AI strategy gets decided.
AI
Build AI products you can still control
AI sovereignty does not stop at infrastructure. It shows up in product architecture: where inference runs, how data flows, whether models can be replaced, and how much of your product depends on someone else’s roadmap.
AI
AI is becoming infrastructure. Choose your dependencies
AI sovereignty is not a binary or a product. It is a question of control, dependency, and what organizations are willing to give away by default.
product
When shipping becomes too easy
A reflection on what AI changes when building and shipping products becomes dramatically easier, and why speed does not replace product judgment.
AI
IWD - What I would still say now
A few years after this interview, I still find myself coming back to the same questions: representation, leadership, defaults, and who gets to shape the systems we build.
AI
Towards truly multilingual AI: breaking English dominance
Why multilingual AI still too often means English-first AI, and why that matters for access, quality, and who gets to build.