FAIRFLAI
Archive · Ideas

Thoughts, stories, and notes

Brief reflections and working materials on generative AI, adoption, and governance in Italian organizations. What we learn by doing, every day.

Positivist rebuttal to Citrini Research's "2028 Global Intelligence Crisis" scenario

Feb 25, 2026

Positivist rebuttal to Citrini Research's "2028 Global Intelligence Crisis" scenario

Executive Summary Citrini Research's "2028 Global Intelligence Crisis" scenario is written as an operational memo: within two years AI enters office jobs, reduces headcount and wages, household spending contracts, private credit dries up, and a portion of the prime mortgage market comes under stress, with a domino effect.

Are You Using AI Like Gandalf?

Feb 9, 2026

Are You Using AI Like Gandalf?

What role should AI play in a project? The most fitting one, in my view, is the role Gandalf takes in The Lord of the Rings. And if you've never seen the films, you don't deserve to read this article. Joking (but not entirely). Let's imagine the team as members of the Fellowship of the Ring and the project as the journey towards

Will We Become Addicted to AI?

Jan 6, 2026

Will We Become Addicted to AI?

Lately when I talk to companies, I am often asked this (intelligent) question: “Isn’t there a risk that we become too dependent, addicted to these new forms of artificial intelligence? If for some reason we could no longer use them, we’d be in great difficulty.”

Does It Make Sense to Study AI Tools?

Jan 5, 2026

Does It Make Sense to Study AI Tools?

What if in a few months this tool will have completely changed or even been superseded? Until recently it was simple: you learned a software, it became a standard and the time spent navigating menus and shortcuts paid off for years.

From Echo Chambers to Cocoons: How ChatGPT Is Personalising Reality

Dec 21, 2025

From Echo Chambers to Cocoons: How ChatGPT Is Personalising Reality

We are all now fairly aware that our social feed is not neutral. We know that what we see is the result of algorithmic choices, optimised to maximise attention, engagement and time spent (the profit metrics of advertising). But have we ever wondered whether the same mechanism applies to our conversations with artificial intelligence?

Cultivating Innovation at the Margins: Anarchic Lessons for Managers and HR in the Age of AI

Dec 11, 2025

Cultivating Innovation at the Margins: Anarchic Lessons for Managers and HR in the Age of AI

Anarchy, in the profound sense attributed to it by Colin Ward, has nothing to do with chaos. It is a different way of thinking about the organisation of a society, not as a rigid apparatus but as a living ecosystem founded on clear, negotiable, adaptive norms that are above all free of a command-and-control centre.