All markets
Market
Special education and learning support
How far AI got on each kind of work in this market, and the update that showed it.
Work
2
1 with evidence
Furthest level reached
L2
Partial automation
Evidence
2
2 pulled back by an evidence tier
Work in this market
Open a row to read the updates behind its level.
Provide adapted instruction and supported communication2 evidence71 tasksL2Partial automation
| Published | Claimed | Evidence tier | Update | When |
|---|---|---|---|---|
| L2Partial automation | L3↓ T3 allows only L2 | T3Vendor self-report | ChatGPT introduces Intelligent UI source | 2026-10-07 |
| L2Partial automation | L3↓ T3 allows only L2 | T3Vendor self-report | Gemini Live adds Guided Vision real-time visual assistance source | 2026-10-06 |
Identify learning support needs and develop plans0 evidence44 tasksno update mentioned it
No update in the collected window mentioned this work.
That is a statement about the collection, not about the work.
Occupations this market is served by
One market is served by several occupations, so these are not shares of a job.
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