SurviAGI
All markets

Market

School education and subject teaching

How far AI got on each kind of work in this market, and the update that showed it.

Work

3

3 with evidence

Furthest level reached

L2

Partial automation

Evidence

5

0 pulled back by an evidence tier

Work in this market

Open a row to read the updates behind its level.

Prepare lesson plans and learning materials3 evidence187 tasksL2Partial automation

Open this work →

PublishedClaimedEvidence tierUpdateWhen
L2Partial automationL2T3Vendor self-reportChatGPT introduces Intelligent UI source2026-10-07
L2Partial automationL2T3Vendor self-reportGoogle Forms "Help me create" adds quiz generation source2026-09-16
L1AssistedL1T3Vendor self-reportGemini app monthly drops: student resources, Gemini 3.7 Flash, Gemini Live source2026-08-28
Teach subjects and conduct classroom practice1 evidence514 tasksL1Assisted

Open this work →

PublishedClaimedEvidence tierUpdateWhen
L1AssistedL1T3Vendor self-reportNotebookLM mini launches: mobile rollout, artifact notifications, quiz chat source2026-09-08
Assess assignments and provide learning feedback1 evidence101 tasksL1Assisted

Open this work →

PublishedClaimedEvidence tierUpdateWhen
L1AssistedL1T3Vendor self-reportNotebookLM mini launches: mobile rollout, artifact notifications, quiz chat source2026-09-08

Occupations this market is served by

One market is served by several occupations, so these are not shares of a job.

OccupationConfidence
Elementary School Teachers, Except Special Education0.98
Secondary School Teachers, Except Special and Career/Technical Education0.98
Middle School Teachers, Except Special and Career/Technical Education0.97
Teachers and Instructors, All Other0.96
Special Education Teachers, Elementary School0.96
Career/Technical Education Teachers, Secondary School0.96
Special Education Teachers, Middle School0.96
Career/Technical Education Teachers, Middle School0.96
Special Education Teachers, Secondary School0.96
Special Education Teachers, Kindergarten0.95
Special Education Teachers, All Other0.93
Substitute Teachers, Short-Term0.91
Computer Science Teachers, Postsecondary0.91
History Teachers, Postsecondary0.91
Special Education Teachers, Preschool0.90
Psychology Teachers, Postsecondary0.90
Geography Teachers, Postsecondary0.89
Architecture Teachers, Postsecondary0.89
Engineering Teachers, Postsecondary0.89
Chemistry Teachers, Postsecondary0.89
Physics Teachers, Postsecondary0.89
Foreign Language and Literature Teachers, Postsecondary0.89
Kindergarten Teachers, Except Special Education0.89
Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors0.89
English Language and Literature Teachers, Postsecondary0.88
Political Science Teachers, Postsecondary0.87
Criminal Justice and Law Enforcement Teachers, Postsecondary0.87
Tutors0.87
Economics Teachers, Postsecondary0.87
Adapted Physical Education Specialists0.87
Biological Science Teachers, Postsecondary0.87
Forestry and Conservation Science Teachers, Postsecondary0.87
Environmental Science Teachers, Postsecondary0.86
Library Science Teachers, Postsecondary0.86
Family and Consumer Sciences Teachers, Postsecondary0.86
Philosophy and Religion Teachers, Postsecondary0.85
Agricultural Sciences Teachers, Postsecondary0.85
Mathematical Science Teachers, Postsecondary0.85
Sociology Teachers, Postsecondary0.84
Communications Teachers, Postsecondary0.84
Law Teachers, Postsecondary0.84
Area, Ethnic, and Cultural Studies Teachers, Postsecondary0.84
Art, Drama, and Music Teachers, Postsecondary0.83
Teaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education0.83
Business Teachers, Postsecondary0.82
Recreation and Fitness Studies Teachers, Postsecondary0.82
Health Specialties Teachers, Postsecondary0.81
Career/Technical Education Teachers, Postsecondary0.81
Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary0.81
Anthropology and Archeology Teachers, Postsecondary0.80
Teaching Assistants, Special Education0.79
Nursing Instructors and Teachers, Postsecondary0.79
Educational Instruction and Library Workers, All Other0.78
Social Sciences Teachers, Postsecondary, All Other0.78
Social Work Teachers, Postsecondary0.76
Preschool Teachers, Except Special Education0.75
Teaching Assistants, All Other0.74
Teaching Assistants, Postsecondary0.72
Education Teachers, Postsecondary0.67
Self-Enrichment Teachers0.65
Farm and Home Management Educators0.63
Postsecondary Teachers, All Other0.62

Where this page's numbers come from

Snapshot
snapshot-1
Generated
2026-10-09 08:10 UTC
Ontology
1.0.0
Ontology schema
2.4.0
Method version
activity-level-1
Content SHA-256
0b46df0246af8a1dc3fd9ce8e6ac9812925ace553984d2b7d45d363d32e27681
Rows in this snapshot
10,482 work-to-task edges · 900 updates · 333 models · 58 topics · 1,888 market-to-occupation edges · 375 source accounts · 1 coverage record · 1 progress record · 11 non-technical conditions · 401 updates that landed on work · 1,102 evidence · 614 work in markets · 506 non-technical condition-to-work edges