There are two workforces inside your company right now, and the gap between them is widening every quarter. Writer's 2026 AI Adoption Survey found that super-users save 4.5x more time, are 5x more productive, and are 3x more likely to be promoted with a raise compared to their non-adopting peers. Same job title. Same company. Same tenure. Stephen makes the case that this is not a productivity bump — it is a different employee — and that the historical PC adoption analog (which took 15 years to show up in productivity statistics) is the wrong mental model. This cycle is moving in months, not decades.

What's covered

• The hard data — Writer's April survey on super-users, Gallup's 50% adoption number, Microsoft's 22-point critical thinking lift when managers model AI use, and the executive numbers nobody is saying ...