OBSERVED IN REAL USE · Anthropic 2026
0%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
Mostly fireproof. AI hands you the paperwork and steps back.
32% 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. Mostly safe. AI helps around the edges, but the job stays human.
WHAT AI CAN ALREADY DO
- Prepare and submit reports and charts to treatment team to reflect patients' reactions and evidence of progress or regression
- Observe, analyze, and record patients' participation, reactions, and progress during treatment sessions, modifying treatment programs as needed
- Develop treatment plan to meet needs of patient, based on needs assessment, patient interests, and objectives of therapy
- Obtain information from medical records, medical staff, family members and the patients, themselves, to assess patients' capabilities, needs and interests
- Confer with members of treatment team to plan and evaluate therapy programs
WHAT IT STILL CAN’T
- Instruct patient in activities and techniques, such as sports, dance, music, art, or relaxation techniques, designed to meet their specific physical or psychological needs
- Plan, organize, direct, and participate in treatment programs and activities to facilitate patients' rehabilitation, help them integrate into the community, and prevent further medical problems
- Counsel and encourage patients to develop leisure activities
- Encourage clients with special needs and circumstances to acquire new skills and get involved in health-promoting leisure activities, such as sports, games, arts and crafts, and gardening
- Conduct therapy sessions to improve patients' mental and physical well-being
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 32% 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