EXPOSURE TO AI
46%
MODERATE
OBSERVED IN REAL USE · Anthropic 2026
2%
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
- Document patients' histories, including identifying data, chief complaints, illnesses, previous medical or family histories, or psychosocial characteristics
- Maintain professional development through activities such as postgraduate education, continuing education, preceptorships, and residency programs
- Report patterns of patients' health conditions, such as disease status and births, to public health agencies
- Interview patients to document symptoms and health histories
- Educate patients about health care management
WHAT IT STILL CAN’T
- Conduct physical examinations and physiological function tests for diagnostic purposes
- Administer treatments or therapies, such as homeopathy, hydrotherapy, Oriental or Ayurvedic medicine, electrotherapy, and diathermy, using physical agents including air, heat, cold, water, sound, or ultraviolet light to catalyze the body to heal itself
- Perform venipuncture or skin pricking to collect blood samples
- Perform mobilizations and high-velocity adjustments to joints or soft tissues, using principles of massage, stretching, or resistance
- Treat minor cuts, abrasions, or contusions
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