AI Tour de France in Sophia Antipolis
The AI Tour de France organized by MEDEF and Numeum kicked off in Sophia Antipolis on November 4th for an evening rich in exchanges and insights. This stop brought together experts and key players in the field of artificial intelligence (AI) to explore the transformations that AI brings to businesses of all sizes, from large...
Laurent Alexandre: The Stakes of Artificial Intelligence in the Era of Technological Disruption
Laurent Alexandre is a French entrepreneur, speaker and essayist, specializing in topics related to technology, artificial intelligence (AI) and biotechnology. A graduate of the École nationale d'administration (ENA), he is also a trained physician, which gives him cross-disciplinary expertise in the fields of health and innovation. Co-founder of Doctissimo in 2000, a major health information...
Big Pharma and AI: A Revolution Underway in Drug Discovery
Since 2023, the pharmaceutical industry has intensified its commitment to artificial intelligence (AI) to revolutionize drug discovery. The world's 10 largest pharma companies are actively collaborating with AI-specialized startups while developing their own AI-powered discovery engines. This dual strategic movement reflects a unanimous awareness: AI can transform a costly and lengthy process into a faster,...
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...
AI Regulation: Techno-Liberal, Agile, Planner and Regulator
Artificial intelligence (AI) has become a major strategic issue, influencing global economic and political dynamics. The approaches adopted for its development and regulation vary by country. We can see the techno-liberal model in the United States, the agile model in regions like the Persian Gulf and Singapore, the planner model in China and the regulatory...
Artificial Intelligence: challenges and opportunities for French companies according to MEDEF
Artificial Intelligence is reshaping industrial and commercial practices on a global scale. MEDEF, in a structuring report entitled "Lettre du front" from December 2025, analyses how French companies can capitalise on this revolution while anticipating its challenges. MEDEF highlights a simple yet powerful observation: AI is today an essential lever for any economy seeking to...