EXPOSURE TO AI
46%
MODERATE
OBSERVED IN REAL USE · Anthropic 2026
12%
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.
46% 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
- Prepare required paperwork pertaining to departmental functions
- Answer inquiries pertaining to hotel policies and services, and resolve occupants' complaints
- Participate in financial activities, such as the setting of room rates, the establishment of budgets, and the allocation of funds to departments
- Greet and register guests
- Monitor the revenue activity of the hotel or facility
WHAT IT STILL CAN’T
- Confer and cooperate with other managers to ensure coordination of hotel activities
- Train staff members
- Provide assistance to staff members by inspecting rooms, setting tables, or doing laundry
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 46% 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