AI Pitfalls: Bias, Hallucinations, and Managerial Implications
Bias, Hallucinations, and Managerial Implications of AI Artificial intelligence, while innovative and promising, has significant limitations that raise ethical, operational, and managerial questions. Among the main challenges are cognitive biases, hallucinations, and organizational impacts related to its adoption. Biases in AI reflect the imperfections of the data and algorithms that process them. Confirmation bias, for...
Artificial Intelligence in the Service of the Public Interest: Issues, Impacts and Recommendations
The rise of artificial intelligence (AI) is profoundly redefining contemporary societies. Initially limited to specific fields such as optical recognition or online recommendations, AI is now ubiquitous, affecting sectors as diverse as education, healthcare, work and public administration. Faced with this transformation, the Economic, Social and Environmental Council (CESE) published an ambitious report in January...
Legal Intelligence at the Service of Digital Transformation
Maître Ilène Choukri embodies a generation of lawyers committed to a nuanced understanding of technological issues. Doctor of International Law with a thesis on satellite telecommunications, she began her career at the Regional Economic Intelligence Club (CRIE-PACA), at the European Commission and at the International Telecommunication Union. She notably had the opportunity to participate in...
Fighting Bias in AI: Towards Responsible, Regulated and Fair Artificial Intelligence
Artificial intelligence is a transformative tool for businesses, a catalyst for innovation in healthcare, finance and education. AI fascinates as much as it raises questions. Behind the apparent neutrality of algorithms, a fundamental issue emerges: that of bias. These statistical, cognitive or cultural distortions generate unfair, sometimes discriminatory decisions. The new European framework, the AI...
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...