BPCE and AI: From Cautious Experimentation to Industrial Strategy
In less than two years, BPCE has shifted from a defensive control posture to a logic of gradual industrialization of generative AI, anchored to its Vision 2030 strategic plan. The challenge is not merely technological. It is organizational, social, regulatory and, above all, economic. The group claims massive adoption of assistants, while maintaining marked caution...
French AI Mafia and Global AI Index: Is France Building AI Founders or AI Champions?
France values narratives that organize strategic thinking: French Tech, national champions, ambitious budget announcements. Yet artificial intelligence is not measured by intention, nor even by promise. It is revealed through the observation of tangible flows: circulation of talent, mobilized capital, access to compute, production of models, and above all the ability to transform projects into...
McKinsey and Its 25,000 AI Agents: Hybrid Workforce or PR Operation?
A Figure That Demands Clarification McKinsey claims "60,000 employees," including "25,000 AI agents." This formulation, reported by LeMagIT (study: "McKinsey: 60,000 employees, including 25,000 AI agents"), doesn't merely describe technological adoption. It stages a change in scale and status of AI within the organization. Speaking of "agents" as a segment of "employees" shifts AI from...
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...
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...
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...