EXPOSURE TO AI
47%
MODERATE
OBSERVED IN REAL USE · Anthropic 2026
19%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
Half in the fire, half out. Choose which half you become.
47% 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
- Perform office duties on a temporary basis when needed
- Arrange for interpreters or translators when patrons require such services
- Provide directions to guests
- Make reservations for patrons, such as for dinner, spa treatments, or golf tee times, and obtain tickets to special events
- Provide information about local features, such as shopping, dining, nightlife, or recreational destinations
WHAT IT STILL CAN’T
- Pick up and deliver items or run errands for guests
- Receive, store, or deliver luggage or mail
- Provide food and beverage services to guests
- Clean and tidy hotel lounge
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 47% 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