Not All Data Is Created Equal: Artificial Intelligence Is No Excuse for Mediocrity
The observation is now shared by data departments, business units, and software vendors: the era of massive accumulation is over. In AI systems, raw data no longer has value in itself. It must be structured, qualified, governed, and situated within a precise context of use. Two converging perspectives demonstrate this: the DQE white paper on...
Satya Nadella Warns of an AI Bubble: An Economic Issue, Not a Technological One
A Structural Warning, Not a Technical One At Davos in January 2026, Satya Nadella issued a warning that contrasts sharply with the prevailing enthusiasm surrounding AI. According to him, the real risk of a bubble lies not in the models themselves, but in the concentration of benefits within a few dominant players. What's at stake...
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...
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...
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,...