Macro Transition Trajectory (2025–2050): Workforce vs Output
Demographic Pyramid Scrubber
Sector Vulnerability & Automation Matrix
| Sector | Labor Loss | AI Adaptability | Risk Profile |
|---|
Telemetry & Summary Proof