Special Education Teachers, Elementary School
Which pieces of this job an update has reached, and which nobody has looked at.
AI finishesL2 · Partial automation
1/ 30
tasks at L2 or above. The median occupation is at 0%.
Looked at30 tasks
14/ 30
tasks carry a level at all; the other 16 have no evidence either way.
This occupation's tasks
One square, one task, filled to the lowest level of the kinds of work covering it.
of 30
- 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 automation1AI produces the bulk; a person reviews and corrects every item.
- L1 · Assisted13AI helps in places; a person does the whole delivery.
- L0 · ManualemptyAI takes no part in this work.
- Unknown6part of this work has no evidence either way
- Untouched10no update in the collected window mentions it
What AI has been shown to do here
Work5
One row per kind of work; open a row to see the updates behind its level.
5 of 5 kinds of work
Market: School education and subject teaching
- 2026-10-07ChatGPT introduces Intelligent UIOpenAIClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-16Google Forms "Help me create" adds quiz generationGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-28Gemini app monthly drops: student resources, Gemini 3.7 Flash, Gemini LiveGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
Market: School education and subject teaching
- 2026-09-08NotebookLM mini launches: mobile rollout, artifact notifications, quiz chatGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
Market: School education and subject teaching
- 2026-09-08NotebookLM mini launches: mobile rollout, artifact notifications, quiz chatGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
Market: Special education and learning support
no update in the collected window mentions this work
Markets this occupation serves
A market is a kind of work a business sells; a job usually serves several.
Non-technical conditions on these kinds of work
A condition that does not lift because a model improved.
No non-technical condition has been recorded against the kinds of work reaching this occupation.
A condition that does not lift because a model improved.
Where this page's numbers come from
- Snapshot
- snapshot-1
- Generated
- 2026-10-10 02:47 UTC
- Ontology
- 1.0.0
- Ontology schema
- 2.4.0
- Method version
- activity-level-1
- Content SHA-256
- a38f9cf8714a2ca7a72f0f7ecd8a940ecb870070690c0ef41fbd60d8c3bbb925
- Rows in this snapshot
- 10,482 work-to-task edges · 907 updates · 345 models · 61 topics · 1,888 market-to-occupation edges · 375 source accounts · 1 coverage record · 1 progress record · 11 non-technical conditions · 402 updates that landed on work · 1,106 evidence · 614 work in markets · 506 non-technical condition-to-work edges