Agentic AI: Understanding the Next Strategic Layer of Artificial Intelligence for Businesses
For two years, artificial intelligence has entered businesses through content generation. Text, images, code, summaries. Generative AI was initially perceived as a tool for augmenting individual productivity. We are now entering a more structural phase: that of agentic AI. The diagram you see does not represent a single technology, but rather a maturity architecture. It...
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...
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...
AI and Employment: Between Productivity Promise and Deep Organizational Model Transformation
During the sixth edition of the webinar "North America — Artificial Intelligence" organized by the Foreign Trade Advisors, the tone was set from the opening. "AI will transform work much faster than expected, without us yet knowing whether the net employment balance will be positive or negative." The subject is no longer theoretical. It is...
2028: Fictional Anatomy of an AI Crisis
Critical reading of an economic memo written from the future The document published by Citrini Research presents itself as an archive dated June 2028 and reviewed since February 2026. It is neither a forecast nor a probabilistic scenario. The authors explicitly describe it as a "thought exercise in financial history, from the future" and specify:...
Learning Faster Than the Machine: The New Frontier of Work for Entrepreneurs in the AI Era
In a European scale-up specializing in B2B services, the artificial intelligence transformation plan was ready. Use cases had been identified, technology partners selected, funding approved. Six months later, the project had ground to a halt. Not for technical or budgetary reasons, but because the teams couldn't reformulate their own jobs to work with the deployed...