Provide private instruction to individual or small groups of students to improve academic performance, improve occupati…
Provide private instruction to individual or small groups of students to improve academic performance, improve occupational skills, or prepare for academic or occupational tests.
Task automation exposure
Low exposure
Exposure basis
[v4/median] score 35 (raw 35 | A 65 / B 15 / C 35 | modality: other) AI tutoring platforms can deliver accurate, adaptive instruction and feedback at scale, but still fall short of the nuanced interpersonal guidance and empathy of a professional human tutor. (capable: GPT-4 based tutoring system (e.g., Khanmigo or similar))
0 capabilities · 1 occupations
Basis
How exposure was assessed
[v4/median] score 35 (raw 35 | A 65 / B 15 / C 35 | modality: other) AI tutoring platforms can deliver accurate, adaptive instruction and feedback at scale, but still fall short of the nuanced interpersonal guidance and empathy of a professional human tutor. (capable: GPT-4 based tutoring system (e.g., Khanmigo or similar))
How much of this task's output current AI can produce or substantially assist.
Best current model strength on any capability this task requires.
This is an assessment of technical feasibility plus published evidence - not a forecast. Even fully automatable tasks are often not automated, because of cost, verification, liability, regulation or the fact that the task is bundled with other work.
Occupations
Occupations that perform this task (1)
Importance is the O*NET-style weight of this task within each occupation. The same task can be highly exposed but peripheral to one job and core to another.
| Occupation | Industry | Importance | Role | Occupation AI exposure |
|---|---|---|---|---|
| Tutors | Education | 4.5/5 | core | 18 |
Evidence
Evidence (0)
No evidence item is mapped to this specific task yet. The exposure figure above rests on the v1 editorial baseline and on the capability assessment, and should be treated as low-confidence. Pages with fewer than 0 evidence items are excluded from sitemaps.