Demonstrate occupational skills and conduct practical training
As of 2026-10-10, AI does this work at L2 Partial automation. 4 updates bear on it. Strongest evidence: From the publisher only.
- Level
- L2Partial automation
- Updates
- 4
- Companies
- 3Microsoft · Anthropic · Google
- Strongest evidence
- T3From the publisher only
Held by a non-technical condition: Manual Dexterity · Physical Presence · Student Supervision · Tool Use. The level above is what the evidence supports. Whether the work may be handed over is a separate question.
What moved it
Every update that bears on this work, newest first.
- 2026-08-28MicrosoftVS Code Learn series on Java with GitHub Copilot
Microsoft announced a VS Code Learn series on building a Java Spring Boot app with GitHub Copilot, converting features to MCP tools and testing with Playwright.
- 2026-08-28AnthropicAnthropic Fellows research: Claude autonomously aligns other AIs
Anthropic published Fellows research showing Claude, given 48 hours and one GPU, researched, proposed, trained and tested methods to improve alignment of small models.
- 2026-08-25GoogleGoogle Vids turns training decks into videos with AI avatars
Google Vids can transform training decks into polished videos with AI avatars, voiceovers, music and animations, editable without re-recording.
- UndatedGoogleGemini ML skills write and test PySpark code in notebooks
Equipped with ML skills, Gemini writes and tests PySpark code in notebooks, trains models, and fixes broken pipelines inside isolated, governed cloud sandboxes.