We are building a case-study series across the professions most exposed to AI displacement. Radiology, law, software engineering, creative industries. Each article examines one profession through the same structural lens: what AI can already do, where human expertise still holds, and what the career path actually looks like for someone entering the field in 2026.

The pattern is consistent across all of them. AI does not arrive as a replacement. It arrives as an augmentation tool, improves continuously, and at some point the efficiency gains it produces reduce the aggregate headcount required. The timing differs by profession. The direction does not.

The Plumber Speech

Larry Fink has told a generation of college graduates that they studied the wrong thing. He is not entirely wrong. But BlackRock's $100M answer to a 300,000-worker deficit is not a solution. It is a press release.

Stefano Moretti 9 min

The Industry That Ate Its Artists

28% of game developers have been laid off in the past two years. 52% now say generative AI is bad for the industry. The GDC 2026 report is not a warning. It is a body count.

Stefano Moretti 9 min