EXPOSURE TO AI
36%
MODERATE
OBSERVED IN REAL USE · Anthropic 2026
0%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
The boring parts are leaving. The judgment stays.
36% 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 case histories
- Describe preoperative and postoperative treatments and procedures, such as sedatives, diets, antibiotics, or preparation and treatment of the patient's operative area, to parents or guardians of the patient
- Analyze patient's medical history, medication allergies, physical condition, and examination results to verify operation's necessity and to determine best procedure
- Conduct research to develop and test surgical techniques that can improve operating procedures and outcomes
- Consult with patient's other medical care specialists, such as cardiologist and endocrinologist, to determine if surgery is necessary
WHAT IT STILL CAN’T
- Examine fetuses, infants, children, and adolescents, and diagnose health issues to determine need for intervention, such as surgery
- Examine instruments, equipment, and operating room to ensure sterility
- Examine patient to obtain information on medical condition and surgical risk
- Operate on fetuses, infants, children, and adolescents to correct deformities, repair injuries, prevent and treat diseases, or improve or restore patients' functions
- Perform transplantation operations, such as organ transplants, on fetuses, infants, children, and adolescents
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 36% 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