Generative AI and employment: could the decline in junior recruitment weaken tomorrow’s skills?
Since the arrival of ChatGPT at the end of 2022, the debate on artificial intelligence and employment has often been reduced to one question: How many jobs will AI eliminate? We may be looking at the wrong indicator. The first changes could appear well before a visible drop in total employment. Not initially through layoffs,...
WAIB Summit 2026: Are We Really Ready for What’s Coming with Artificial Intelligence?
Report on the panel discussion "The AI Moment: Are We Really Ready for What's Coming?" This panel discussion organized as part of the WAIB Summit 2026 in Monaco had the merit of shifting perspectives. The question posed was not about what AI can do today, but rather about our collective capacity to absorb the transformations...
Artificial Intelligence and customer service: why Gartner predicts the return of humans by 2027
Total Automation of Customer Service Will Not Happen Since the emergence of generative artificial intelligence in businesses, one scenario has become prevalent in many technology discussions. Customer contact centers would be destined to gradually disappear in favor of chatbots capable of instantly responding to consumer requests. The promises are appealing. Cost reduction, permanent availability, capacity...
AI in business: after the tool race, the time for strategic choices
When ChatGPT was launched in late 2022, much of the business world entered a phase of intense experimentation. Companies tested dozens of tools, created innovation labs, and multiplied proof of concepts. Three years later, one question now dominates discussions: how can these experiments be transformed into a real competitive advantage? The Boston Consulting Group report,...
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,...