Art, Drama, and Music Teachers, Postsecondary
Which pieces of this job an update has reached, and which nobody has looked at.
AI finishesL2 · Partial automation
1/ 28
tasks at L2 or above. The median occupation is at 0%.
Looked at28 tasks
4/ 28
tasks carry a level at all; the other 24 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 28
- 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 · Assisted3AI helps in places; a person does the whole delivery.
- L0 · ManualemptyAI takes no part in this work.
- Unknown7part of this work has no evidence either way
- Untouched17no update in the collected window mentions it
What AI has been shown to do here
Work13
One row per kind of work; open a row to see the updates behind its level.
13 of 13 kinds of work
Market: Vocational skills and practical trainingNon-technical condition
A non-technical condition does not lift when models improve; what it holds stays at L0.
- 2026-10-08AMIE matches doctor diagnoses in 90% of 100 patient interactions with 0 safety stopsGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-10-08Astrophysicist uses Claude Science to build first complete ultraviolet sky mapAnthropicClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-10-08Ignite Vision builds AI creator matching on Qwen, cutting screening from hours to minutesAlibabaClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-10-07Claude Haiku 5.5 generally available in GitHub CopilotMicrosoftClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-10-07Google Research shares RCT findings on AI and professional expertiseGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-10-07Gemini in Google Docs can convert briefs into presentation decksGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-10-06GitHub releases ReviewBench for AI code review agentsMicrosoftClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-10-02Meta shares six papers from mathematicians working with Muse SparkMetaClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-10-02PCG uses Seedance 2.5 for Saudi Arabia Railways filmByteDanceClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-10-01Meta releases Immersive Web SDK version 1.0MetaClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-30Google science AI model ranks highest in CDC flu forecastingGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-25Anthropic Science Blog: Claude can do Nine LoopsAnthropicClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-25Remento uses Google Workspace with Gemini for customer insightsGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-24Harvey uses GPT-6 Astra for structured legal draftsOpenAIClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-24Stitch supports brand kit and product shots in promptsGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-21Gemini in Sheets builds spreadsheets from promptsGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-19Alibaba releases Qwen3.8-LiveTranslate real-time interpretation modelAlibabaClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-18Google releases Android Bench 2.0 for long-horizon engineering tasksGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-17ChatGPT now available in Microsoft WordOpenAIClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-15Cognition's Devin uses GPT-6 Astra for test generationOpenAIClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-15Fortal Studio uses BytePlus for generative short-drama productionByteDanceClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-15MiniMax H3 demonstrates pencil drawing capabilityMiniMaxClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-15Venice AI uses Wan 3.0 in real creative workflowAlibabaClaimed L2Kept L2Capped by T2 ≤ L4Source ↗
- 2026-09-14MiniMax H3 achieves over 2x real-time denoising on 8x B200MiniMaxClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-14GitHub legal operations manager builds internal tool with Copilot CLIMicrosoftClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-14Perplexity engineer uses GPT-6 Astra in Codex for end-to-end testingOpenAIClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-11Yelp uses GPT-Live-1 for natural restaurant reservation callsOpenAIClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-11Gemini in Google Workspace can extract data from Drive folders into SheetsGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-11Google DeepMind uses AI to reconstruct memory for documentary 'Love, Rendered'GoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-11Hailuo AI game trailer teaserMiniMaxClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-10Meta highlights Muse Code and Immersive Web SDK for VR developmentMetaClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-10OpenAI publishes GPT-Live-1 production voice agent benchmark resultsOpenAIClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-09OpenAI shares cyber defense architecture and playbookOpenAIClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-09Grok adds Coinbase connector for trading and portfolio managementxAIClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-09GitHub Copilot can approve pull requests after reviewMicrosoftClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-08Muse Spark 1.3 now available in CursorMetaClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-06FOX Sports used AI for World Cup broadcast coverageGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-05Virgin Media O2 deploys multi-agent system on Google CloudGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-04Claude completes first formalized proof of Fermat's Last TheoremAnthropicClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-04Microsoft reports HydraFusion results on Terminal-Bench 2.1MicrosoftClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-04Cognizant uses Google Workspace and Gemini Enterprise to cut dev timelinesGoogleClaimed L2Kept L2Capped by T2 ≤ L4Source ↗
- 2026-09-04Wan and GMI Cloud AI filmmaking challenge in TaipeiAlibabaClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-03OpenAI introduces GPT-6 AstraOpenAIClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-03Gemini 3.8 Flash available in GitHub CopilotMicrosoftClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-03Qwen introduces E-Commerce Bench benchmarkAlibabaClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-02Qwen3.8-Max-0902 ranks #1 overall on Code ArenaAlibabaClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-02Qwen3.8-Max-0902 tops CodeArena WebDev at 1691AlibabaClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-01LatchBio evaluates Grok 4.6 on biosecurity tasksxAIClaimed L2Kept L2Capped by T2 ≤ L4Source ↗
- 2026-09-01Qwen3.8-Max tops CommerceAgentBench among open-weight modelsAlibabaClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-27Wan3.0 ranks #1 on Artificial Analysis video leaderboardsAlibabaClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-26Developer ships npm library built with CodexOpenAIClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-08-26Turing uses Gemini to automate 60k+ HR ticketsGoogleClaimed L3Kept L3Capped by T2 ≤ L4Source ↗
- 2026-08-26Qwen3.8-27B ranks #1 among open models on Image-to-WebDev ArenaAlibabaClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-25MiniMax-M3 cited as cheapest model on agent benchmarkMiniMaxClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-25Qwen3.8-27B ranks 9th overall on Code ArenaAlibabaClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- —Cooley builds confidential redaction agent on Gemini Enterprise for LegalGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- —Hitachi deploys agents to frontline workers via HMAX for 200+ use casesGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- —On migrates 24 core enterprise services to Google Cloud with agent-led strategyGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- —Gemini ML skills write and test PySpark code in notebooksGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
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: Vocational skills and practical trainingNon-technical condition
A non-technical condition does not lift when models improve; what it holds stays at L0.
- 2026-08-28VS Code Learn series on Java with GitHub CopilotMicrosoftClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-08-28Anthropic Fellows research: Claude autonomously aligns other AIsAnthropicClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-25Google Vids turns training decks into videos with AI avatarsGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- —Gemini ML skills write and test PySpark code in notebooksGoogleClaimed 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 ↗
Market: Higher education and academic supervision
no update in the collected window mentions this work
Market: Higher education and academic supervision
no update in the collected window mentions this work
Market: Performing arts and live productions
no update in the collected window mentions this work
Market: Arts sports and recreational education
no update in the collected window mentions this work
Market: Arts sports and recreational education
no update in the collected window mentions this work
Market: Arts sports and recreational education
no update in the collected window mentions this work
Market: Performing arts and live productions
no update in the collected window mentions this work
Market: Performing arts and live productions
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.
Animal Handlingphysical_presence
Chemical Applicationregulatory
Clinician sign-offhuman_authority
Equipment Maintenancephysical_presence
Manual Dexterityphysical_presence
Payment authorityliability
Payment Processingregulatory
Physical Presencephysical_presence
Student Supervisionphysical_presence
Tool Usephysical_presence
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