EXPOSURE TO AI
5%
RESILIENT
OBSERVED IN REAL USE · Anthropic 2026
0%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
The last desk the machine reaches. Breathe.
5% 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. Certified hard to automate. Today’s AI barely touches the core of this one.
WHAT AI CAN ALREADY DO
- Discuss fencing needs with customers, and estimate and quote prices
WHAT IT STILL CAN’T
- Establish the location for a fence, and gather information needed to ensure that there are no electric cables or water lines in the area
- Set metal or wooden posts in upright positions in postholes
- Measure and lay out fence lines and mark posthole positions, following instructions, drawings, or specifications
- Align posts, by lines or sighting, and verify vertical alignment of posts, using plumb bobs or spirit levels
- Attach rails or tension wire along bottoms of posts to form fencing frames
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 5% 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