EXPOSURE TO AI
37%
MODERATE
OBSERVED IN REAL USE · Anthropic 2026
6%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
A co-pilot is coming for the busywork, not the wheel.
37% 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
- Write reports on clients and maintain required paperwork
- Document patient information including session notes, progress notes, recommendations, and treatment plans
- Prepare written evaluations of individuals' psychological competence for court hearings
- Collect information about individuals or clients, using interviews, case histories, observational techniques, and other assessment methods
- Develop and implement individual treatment plans, specifying type, frequency, intensity, and duration of therapy
WHAT IT STILL CAN’T
- Interact with clients to assist them in gaining insight, defining goals, and planning action to achieve effective personal, social, educational, or vocational development and adjustment
- Conduct assessments of patients' risk for harm to self or others
- Counsel individuals, groups, or families to help them understand problems, deal with crisis situations, define goals, and develop realistic action plans
- Use a variety of treatment methods, such as psychotherapy, hypnosis, behavior modification, stress reduction therapy, psychodrama, or play therapy
- Direct, coordinate, and evaluate activities of staff and interns engaged in patient assessment and treatment
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 37% 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