
Macro Research & Context
How Many Jobs Will AI Replace by 2030? Reading the Estimates
The 2030 headline numbers disagree wildly because they measure different things. Here's how to read them without overclaiming.
Rovaryn Digital · July 5, 2026 · 9 min read