EXPOSURE TO AI
48%
MODERATE
OBSERVED IN REAL USE · Anthropic 2026
3%
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.
48% 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
- Maintain thorough student records to document attendance, participation, or progress, ensuring confidentiality of all records
- Communicate behavioral observations and student progress reports to students, parents, teachers, or administrators
- Write reports to summarize student performance, social growth, or physical development
- Review adapted physical education programs or practices to ensure compliance with government or other regulations
- Request or order physical education equipment, following standard procedures
WHAT IT STILL CAN’T
- Instruct students, using adapted physical education techniques, to improve physical fitness, gross motor skills, perceptual motor skills, or sports and game achievement
- Provide individual or small groups of students with adapted physical education instruction that meets desired physical needs or goals
- Provide students positive feedback to encourage them and help them develop an appreciation for physical education
- Establish and maintain standards of behavior to create safe, orderly, and effective environments for learning
- Provide adapted physical education services to students with intellectual disabilities, autism, traumatic brain injury, orthopedic impairments, or other disabling condition
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 48% 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