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...
AI Slop: When Algorithmic Overproduction Saturates the Information Space
The term AI Slop has become established in public discourse within just a few months, to the point of being named Merriam-Webster's "word of the year" for 2025. It describes a phenomenon now visible at scale: the proliferation of AI-generated content, mass-produced, of mediocre quality, and massively disseminated by digital platforms. Spectacular yet interchangeable images,...
When humans meet AI: what do usage patterns really reveal?
By Pascale Caron — for EntrepreneurIA Analysis of the HBR study « Making Sense of Research on How People Use AI », published in November 2025 A quiet but profound turning point What are users actually doing with AI? That's the question Marc Zao-Sanders raises in a recent op-ed published by the Harvard Business Review....
AMI Lab and Yann LeCun’s Vision: Towards Autonomous Machine Intelligence Beyond LLMs
At Cannes, during WAICF, Yann LeCun does not comment on the latest news in generative artificial intelligence. He unfolds an architecture. A scientific trajectory built over several years that he presents as the only credible path toward human-level intelligence. The discourse is calm, methodical, almost pedagogical. The conclusion, however, is unambiguous: large language models do...
Country Risks, Global Fragmentation and Economic Clarity
On Tuesday, February 10, at the Novotel Monte-Carlo, the Monaco Economic Board (MEB) hosted a conference on country risks and opportunities for businesses, led by Jean-Christophe Caffet, Chief Economist at Coface. An eagerly awaited session. And this year, a particularly enlightening one. From the opening, the tone was set: the global growth forecasts made a...
Human–AI Synergy: How to Measure the Real Value of Artificial Intelligence in Business
For several years, artificial intelligence has been evaluated through a series of benchmarks that have become familiar in the ecosystem: MMLU, BIG-Bench, GSM8K, ARC. These test batteries have played a decisive role in accelerating model performance. They have contributed to structuring global technological competition. They have also shaped a very specific representation of what constitutes...