EXPOSURE TO AI
48%
MODERATE
OBSERVED IN REAL USE · Anthropic 2026
1%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
The boring parts are leaving. The judgment stays.
48% of this role’s O*NET tasks are within reach of today’s AI. That is the core-weighted exposure score from Eloundou et al. 2023 (“GPTs are GPTs”). It measures a capability ceiling, not a headcount forecast. In the blast radius. A real slice of the work is already automatable. The rest isn’t.
WHAT AI CAN ALREADY DO
- Communicate geothermal plant conditions to employees
- Record, review, or maintain daily logs, reports, maintenance, and other records associated with geothermal operations
- Monitor geothermal operations, using programmable logic controllers
- Develop or manage budgets for geothermal operations
- Develop operating plans and schedules for geothermal operations
WHAT IT STILL CAN’T
- Supervise employees in geothermal power plants or well fields
- Perform or direct the performance of preventative maintenance on geothermal plant equipment
- Inspect geothermal plant or injection well fields to verify proper equipment operations
- Troubleshoot and make minor repairs to geothermal plant instrumentation or electrical systems
THE HONEST PART. A percentage is not a pink slip. High exposure usually means a role shrinks and shifts toward judgment, direction and responsibility: the parts a model can’t sign its name to. Exposure ≠ displacement. Breathe.
"My job is 48% cooked. What’s yours?"
SOURCES: O*NET 30.3 occupational tasks · Eloundou et al. 2023 (“GPTs are GPTs”,
arXiv:2303.10130) · Anthropic Economic Index 2026 (CC-BY) |
how this is calculated |
last updated 2026-07-16