EXPOSURE TO AI
6%
RESILIENT
OBSERVED IN REAL USE · Anthropic 2026
0%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
Robots can’t hold a hand, a scalpel, or your nerve.
6% 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
- Examine animals to detect illness, injury, or disease, and to check physical characteristics, such as rate of weight gain
- Maintain growth, feeding, production, and cost records
- Order food for animals, and arrange for its delivery
WHAT IT STILL CAN’T
- Feed and water livestock and monitor food and water supplies
- Herd livestock to pastures for grazing or to scales, trucks, or other enclosures
- Provide medical treatment, such as administering medications and vaccinations, or arrange for veterinarians to provide more extensive treatment
- Drive trucks, tractors, and other equipment to distribute feed to animals
- Inspect, maintain, and repair equipment, machinery, buildings, pens, yards, and fences
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 6% 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