EXPOSURE TO AI
46%
MODERATE
OBSERVED IN REAL USE · Anthropic 2026
8%
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
- Analyze records, reports, test results, or examination information to diagnose medical condition of patient
- Explain procedures and discuss test results or prescribed treatments with patients
- Refer patient to medical specialist or other practitioner when necessary
- Collect, record, and maintain patient information, such as medical history, reports, or examination results
- Provide consulting services to other doctors caring for patients with special or difficult problems
WHAT IT STILL CAN’T
- Immunize patients to protect them from preventable diseases
- Operate on patients to remove, repair, or improve functioning of diseased or injured body parts and systems
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