Political Science Teachers, Postsecondary
Which pieces of this job an update has reached, and which nobody has looked at.
AI finishesL2 · Partial automation
2/ 22
tasks at L2 or above. The median occupation is at 0%.
Looked at22 tasks
7/ 22
tasks carry a level at all; the other 15 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 22
- 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 automation2AI produces the bulk; a person reviews and corrects every item.
- L1 · Assisted5AI helps in places; a person does the whole delivery.
- L0 · ManualemptyAI takes no part in this work.
- Unknown1part of this work has no evidence either way
- Untouched14no update in the collected window mentions it
What AI has been shown to do here
Work8
One row per kind of work; open a row to see the updates behind its level.
8 of 8 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: Research methods and collaboration
- 2026-10-06Claude integrates with Google Docs, Sheets, and SlidesAnthropicClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-10-02Meta shares six papers from mathematicians working with Muse SparkMetaClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-21Gemini Notebook launches Interactive Learning Overviews for all usersGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-18Gemini in Google Drive covered in Workspace learning pathGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-17ChatGPT now available in Microsoft WordOpenAIClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-11GPT-Rosalind available in API and Codex for biological reasoningOpenAIClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-10OpenAI launches ChatGPT for Financial ServicesOpenAIClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-02Qwen3.8-Max-0902 releasedAlibabaClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-08-28OpenAI launches Rosalind WorkbenchOpenAIClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-08-27Antigravity Teamwork used for research breakthroughsGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
Market: Research methods and collaboration
- 2026-10-08Astrophysicist uses Claude Science to build first complete ultraviolet sky mapAnthropicClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-14Gemini Live integrates Deep Research for voice-driven explorationGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-11GPT-Rosalind available in API and Codex for biological reasoningOpenAIClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-10OpenAI launches ChatGPT for Financial ServicesOpenAIClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-28Anthropic Fellows research: Claude autonomously aligns other AIsAnthropicClaimed L3Kept L2Capped 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 ↗
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
- 2026-10-09 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