
Era I · 01
Near
2026 — 2036
The last human decade
The 2030s are not the singularity. They are the decade in which cognitive work stops being scarce.
By the early 2030s, anything that can be specified as a task is cheaper as a model than as a salary. The political question is no longer whether this happens. It is who owns the weights, who is paid when they run, and whether a human in the loop is a safety property or a luxury.
AGI will be claimed, then disputed, then quietly assumed. The definition will lag the deployment. What matters is not a test. It is that institutions built for scarce expertise begin to fail in public.
If this era arrives
- Software agents that persist for weeks without a prompt
- White-collar employment peaks, then declines, in the OECD
- Robotaxis and warehouse robotics become boring infrastructure
- First consumer brain-computer products that actually work
If it does not
- Scaling laws flatten; we get a long plateau of useful-but-narrow tools
- Energy, data, or regulation caps the curve for a decade
- A public backlash freezes deployment after a visible failure





