Everyone has a narrative about AI and jobs. The panic camp says AI is destroying employment. The executive camp says don’t worry. Gartner’s data says both are wrong — and the real story is more structural than either side admits.
Only 1% of 2H 2025 layoffs were AI-productivity-driven. The “AI is destroying jobs” narrative isn’t supported by the data at scale. Most layoffs are the same economic forces that have always driven them.
2. THE REPOSITIONING WAVE SLOWED
In 1H 2025, 17% of job losses were “commercial pivot to AI” — companies restructuring around AI opportunities. By 2H, that dropped to 7%. Either the repositioning is done, or companies hit the Mutation Map wall: they announced the pivot but couldn’t execute it.
3. THE REAL WAVE IS STILL COMING
This data is from 2025 — before agentic AI went mainstream, before the harness layer matured, before companies like Intercom renamed themselves after their AI agent. The FRED Test from the AI Supercycle predicts that AI automates tasks with high Frequency, Repeatability, Error tolerance, and Decomposability. Most of those tasks haven’t been automated yet — because the harness wasn’t ready. It is now.
The Supercycle timing: AI job displacement is on the medium clock (10-20 years of industry restructuring), not the short clock (5-10 years of hype). The 2025 data shows we’re still in the early phase — AI is being adopted, not yet replacing at scale. But the medium clock is ticking.
Business Engineer
The AI Supercycle — The FRED Test
Which jobs get automated first? The FRED Test scores any task on four variables. The framework for reading whether your role is on the short clock or the medium clock.
87% of layoffs in 2025 had nothing to do with AI. The “AI is killing jobs” panic is premature — and so is the “don’t worry” reassurance. The real wave is on the medium clock: coming, structural, and predictable. The companies that repositioned early are already done. The ones that haven’t started yet are the ones the FRED Test catches next.
Gennaro is the creator of FourWeekMBA, which reached about four million business people, comprising C-level executives, investors, analysts, product managers, and aspiring digital entrepreneurs in 2022 alone | He is also Director of Sales for a high-tech scaleup in the AI Industry | In 2012, Gennaro earned an International MBA with emphasis on Corporate Finance and Business Strategy.
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