French AI Mafia and Global AI Index: Is France Building AI Founders or AI Champions?
France values narratives that organize strategic thinking: French Tech, national champions, ambitious budget announcements. Yet artificial intelligence is not measured by intention, nor even by promise. It is revealed through the observation of tangible flows: circulation of talent, mobilized capital, access to compute, production of models, and above all the ability to transform projects into...
The Turning Point for Responsible AI: When Governance Becomes a Lever for Innovation
Behind the explosion of use cases related to artificial intelligence, a paradox is emerging. While AI's promises multiply—increased productivity, large-scale personalization, new frontiers of automation—responsible practices struggle to keep pace. The World Economic Forum (WEF), in partnership with Accenture, sounds the alarm in its latest playbook: less than 1% of organizations have fully operationalized responsible...
McKinsey and Its 25,000 AI Agents: Hybrid Workforce or PR Operation?
A Figure That Demands Clarification McKinsey claims "60,000 employees," including "25,000 AI agents." This formulation, reported by LeMagIT (study: "McKinsey: 60,000 employees, including 25,000 AI agents"), doesn't merely describe technological adoption. It stages a change in scale and status of AI within the organization. Speaking of "agents" as a segment of "employees" shifts AI from...
Artificial Intelligence: French Leaders Face ROI Disillusionment
81% of French leaders declare that artificial intelligence has had no effect on their company's revenue in 2025. This figure, drawn from PwC's latest global survey (Global CEO Survey 2026), sounds like a wake-up call. Not about the technology itself, but about the ability of French companies to extract measurable value from it. Beyond the...
Generative AI: What Entrepreneurs Need to Understand Beyond Use Cases
Preamble: What I Observe in the Field For several months now, through my conferences and the hundred or so interviews conducted for EntrepreneurIA, one reality has consistently emerged. Entrepreneurs no longer speak to me about artificial intelligence as a promise or a subject of exploration. They speak of it as a tool already integrated into...
Artificial Intelligence and Women: Who Really Holds Decision-Making Power in the New Digital Economy?
On April 17, 2026, for the Digital Woman Day, I moderated a conference organized in partnership with MonacoTech and the MWF Institute. In the presence of Ms. Céline Cottalorda, Interministerial Delegate for Women's Rights of the Princely Government, and Théo Campana, her collaborator. The ambition of this gathering was not to comment on yet another...