EXPOSURE TO AI
15%
RESILIENT
OBSERVED IN REAL USE · Anthropic 2026
7%
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.
15% 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
- Compute and complete charge slips for services rendered and maintain records
- Complete baggage insurance forms
- Supply guests or travelers with directions, travel information, and other information, such as available services and points of interest
- Arrange for shipments of baggage, express mail, and parcels by providing weighing and billing services
- Inspect guests' rooms to ensure that they are adequately stocked, orderly, and comfortable
WHAT IT STILL CAN’T
- Receive and mark baggage by completing and attaching claim checks
- Greet incoming guests and escort them to their rooms
- Transport guests about premises and local areas, or arrange for transportation
- Maintain clean lobbies or entrance areas for travelers or guests
- Transfer luggage, trunks, and packages to and from rooms, loading areas, vehicles, or transportation terminals, by hand or using baggage carts
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 15% 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