SurviAGI
All sectors

Educational Instruction and Library

How far apart the occupations inside this sector are.

AI finishes1,636 tasks

7%

of this sector's tasks, at L2 or above. The middle sector is at 3%.

Spread inside62

20pt

points between its widest and its narrowest occupation, among the 57 anything was read about.

The work in this sector, as 100 squares

One square, one task, filled to the lowest level covering it.

of 1,636

The same grid as text
  • L5 · Full automationemptyAI delivers alone in any setting, with no defined scope limiting it.
  • L4 · High automationemptyAI delivers alone inside a defined scope, running in real business.
  • L3 · Conditional automationemptyAI completes it; a person spot-checks rather than reviews each one.
  • L2 · Partial automation112AI produces the bulk; a person reviews and corrects every item.
  • L1 · Assisted340AI helps in places; a person does the whole delivery.
  • L0 · ManualemptyAI takes no part in this work.
  • Unknown324part of this work has no evidence either way
  • Untouched860no update in the collected window mentions it

What moved it

Updates that left evidence on work reaching this sector.

2026-08-2446 days recorded2026-10-08
  1. 10-08AMIE matches doctor diagnoses in 90% of 100 patient interactions with 0 safety stopsAssess practical performance and occupational competence · Develop algorithms and study computational properties · Build research prototypes and run comparative experiments
  2. 10-08Google's AMIE studied prospectively in real clinic, results in The LancetDevelop algorithms and study computational properties · Build research prototypes and run comparative experiments
  3. 10-08Astrophysicist uses Claude Science to build first complete ultraviolet sky mapAssess practical performance and occupational competence · Build research prototypes and run comparative experiments · Design experiments and observations and analyze physical data · Search research literature and synthesize evidence
  4. 10-08Ignite Vision builds AI creator matching on Qwen, cutting screening from hours to minutesAssess practical performance and occupational competence · Process validate and deliver customer data · Maintain search indexes and information service directories
  5. 10-07Claude Haiku 5.5 generally available in GitHub CopilotAssess practical performance and occupational competence
  6. 10-07ChatGPT introduces Intelligent UIDeliver language practice and subject tutoring · Provide adapted instruction and supported communication · Prepare lesson plans and learning materials

and 154 more

What AI does here

The work reaching this sector, furthest first.

Inside this sector

Occupations62

The same hundred squares, once per occupation, ranked.

  • WidestFarm and Home Management Educators20%
  • NarrowestTeaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education0%
  • 20 points apart no update in the collected window mentions this occupation 5 more have no evidence at all.
Sort by
  1. Farm and Home Management Educators15 tasks
  2. Philosophy and Religion Teachers, Postsecondary22 tasks
  3. Foreign Language and Literature Teachers, Postsecondary24 tasks
  4. Tutors19 tasks
  5. Architecture Teachers, Postsecondary22 tasks
  6. Economics Teachers, Postsecondary22 tasks
  7. Health Specialties Teachers, Postsecondary22 tasks
  8. Agricultural Sciences Teachers, Postsecondary23 tasks
  9. Education Teachers, Postsecondary24 tasks
  10. Engineering Teachers, Postsecondary24 tasks
  11. Family and Consumer Sciences Teachers, Postsecondary23 tasks
  12. Mathematical Science Teachers, Postsecondary23 tasks
  13. Physics Teachers, Postsecondary24 tasks
  14. Special Education Teachers, Secondary School40 tasks
  15. Teaching Assistants, Special Education30 tasks
  16. Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary26 tasks
  17. Computer Science Teachers, Postsecondary26 tasks
  18. Environmental Science Teachers, Postsecondary25 tasks
  19. Forestry and Conservation Science Teachers, Postsecondary25 tasks
  20. Library Science Teachers, Postsecondary25 tasks
  21. Biological Science Teachers, Postsecondary27 tasks
  22. Chemistry Teachers, Postsecondary28 tasks
  23. Nursing Instructors and Teachers, Postsecondary29 tasks
  24. Area, Ethnic, and Cultural Studies Teachers, Postsecondary23 tasks
  25. Communications Teachers, Postsecondary23 tasks
  26. Criminal Justice and Law Enforcement Teachers, Postsecondary23 tasks
  27. English Language and Literature Teachers, Postsecondary33 tasks
  28. Political Science Teachers, Postsecondary22 tasks
  29. Recreation and Fitness Studies Teachers, Postsecondary23 tasks
  30. Geography Teachers, Postsecondary25 tasks
  31. History Teachers, Postsecondary25 tasks
  32. Social Work Teachers, Postsecondary24 tasks
  33. Sociology Teachers, Postsecondary24 tasks
  34. Special Education Teachers, Middle School40 tasks
  35. Anthropology and Archeology Teachers, Postsecondary27 tasks
  36. Psychology Teachers, Postsecondary29 tasks
  37. Adapted Physical Education Specialists20 tasks
  38. Career/Technical Education Teachers, Postsecondary20 tasks
  39. Art, Drama, and Music Teachers, Postsecondary28 tasks
  40. Business Teachers, Postsecondary25 tasks
  41. Law Teachers, Postsecondary23 tasks
  42. Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors37 tasks
  43. Career/Technical Education Teachers, Secondary School33 tasks
  44. Library Technicians31 tasks
  45. Special Education Teachers, Elementary School30 tasks
  46. Special Education Teachers, Kindergarten29 tasks
  47. Archivists13 tasks
  48. Career/Technical Education Teachers, Middle School31 tasks
  49. Curators15 tasks
  50. Elementary School Teachers, Except Special Education38 tasks
  51. Instructional Coordinators30 tasks
  52. Kindergarten Teachers, Except Special Education37 tasks
  53. Librarians and Media Collections Specialists30 tasks
  54. Middle School Teachers, Except Special and Career/Technical Education35 tasks
  55. Museum Technicians and Conservators24 tasks
  56. Preschool Teachers, Except Special Education34 tasks
  57. Secondary School Teachers, Except Special and Career/Technical Education32 tasks
  58. Self-Enrichment Teachers30 tasks
  59. Special Education Teachers, Preschool36 tasks
  60. Substitute Teachers, Short-Term18 tasks
  61. Teaching Assistants, Postsecondary20 tasks
  62. Teaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education28 tasks

median 8% · share of tasks AI produces the bulk of, leaving a person to check