How to Measure AI ROI?
One of the most frequently asked questions by executives concerns the return on investment of artificial intelligence. Following the excitement generated by ChatGPT and the explosion of generative AI projects in companies, a new requirement has emerged: demonstrating the value created. For several years, organizations have been experimenting. They have tested conversational assistants, automated certain...
Is Andrej Karpathy Right? What 100 Entrepreneurs Reveal About AI’s Real Impact on Business
A mapping that questions the future of work A visualization recently published by Andrej Karpathy has sparked heated debate in technology, business, and academic circles. The former founding researcher at OpenAI and ex-Director of Artificial Intelligence at Tesla has developed an interactive tool to explore 342 American occupations using data from the Bureau of Labor...
Interview with Pascale Caron (Magana): A Journey Through Tech, Innovation and Health
This interview, published in February 2025, looks back at Pascale Caron’s career and professional activities at that time. Today, Pascale Caron is an AI Strategy Advisor, International Keynote Speaker, and co-author of EntrepreneurIA. She advises executives on AI strategy, governance, and AI-driven organizational transformation. Pascale Caron – Yunova Consulting Interview conducted by Ines Bensalah Pascale,...
Dare to Be Bold: When Initiative Meetings Reveal the True Face of Entrepreneurship
On the stage of the "Initiative Meetings" in Nice, boldness took on very concrete faces. That of Anne, co-founder of the Ose l'Audace (Dare to Be Bold) movement. Those of David and Joseph Berger, entrepreneurial brothers behind Classic Dreams. That of Kévin Ghedini, founder of Graviwater. And finally, that of Véronique Raoul, CEO of Inalve....
Daring to Be Bold: A Poetic Opening for the Initiative Nice Côte d’Azur Meetings
The room is full, the screen announces the day's theme: "Daring to Be Bold". The Initiative Nice Côte d'Azur Meetings open with a major surprise. Before discussing financing, mentorship or business creation, the floor is given... to literature. And this choice, far from being a mere aesthetic gesture, says much about the Initiative network's approach:...
Le Plongeoir 2025: When French Tech Asserts Its Ambition and Places Resilience at the Heart of Innovation
The "Le Plongeoir" event offered a very broad panorama of the French Tech ecosystem and the ambitions carried at the national level. From the opening, Élodie Bondi and Lucie Finet recalled the scale of the movement: 18,000 startups, 450,000 jobs, a network of initiatives structuring the territories, and a clear determination to strengthen the economic...