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Vocational skills and practical training

How far AI got on each kind of work in this market, and the update that showed it.

Work

2

2 with evidence · 2 held at L0 by a non-technical condition

Furthest level reached

L3

Conditional automation

Evidence

63

26 pulled back by an evidence tier

Work in this market

Open a row to read the updates behind its level.

Assess practical performance and occupational competence59 evidence34 tasksHeld by a non-technical condition · Physical PresenceL3Conditional automation

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Physical PresenceBeing physically present at a site to observe conditions directly and perform hands-on tasks.

PublishedClaimedEvidence tierUpdateWhen
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportAMIE matches doctor diagnoses in 90% of 100 patient interactions with 0 safety stops source2026-10-08
L1AssistedL1T3Vendor self-reportAstrophysicist uses Claude Science to build first complete ultraviolet sky map source2026-10-08
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportIgnite Vision builds AI creator matching on Qwen, cutting screening from hours to minutes source2026-10-08
L2Partial automationL2T3Vendor self-reportClaude Haiku 5.5 generally available in GitHub Copilot source2026-10-07
L1AssistedL1T3Vendor self-reportGoogle Research shares RCT findings on AI and professional expertise source2026-10-07
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportGemini in Google Docs can convert briefs into presentation decks source2026-10-07
L1AssistedL1T3Vendor self-reportGitHub releases ReviewBench for AI code review agents source2026-10-06
L1AssistedL1T3Vendor self-reportMeta shares six papers from mathematicians working with Muse Spark source2026-10-02
L2Partial automationL2T3Vendor self-reportPCG uses Seedance 2.5 for Saudi Arabia Railways film source2026-10-02
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportMeta releases Immersive Web SDK version 1.0 source2026-10-01
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportGoogle science AI model ranks highest in CDC flu forecasting source2026-09-30
L2Partial automationL2T3Vendor self-reportAnthropic Science Blog: Claude can do Nine Loops source2026-09-25
L2Partial automationL2T3Vendor self-reportRemento uses Google Workspace with Gemini for customer insights source2026-09-25
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportHarvey uses GPT-6 Astra for structured legal drafts source2026-09-24
L2Partial automationL2T3Vendor self-reportStitch supports brand kit and product shots in prompts source2026-09-24
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportGemini in Sheets builds spreadsheets from prompts source2026-09-21
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportAlibaba releases Qwen3.8-LiveTranslate real-time interpretation model source2026-09-19
L1AssistedL1T3Vendor self-reportGoogle releases Android Bench 2.0 for long-horizon engineering tasks source2026-09-18
L1AssistedL1T3Vendor self-reportChatGPT now available in Microsoft Word source2026-09-17
L2Partial automationL2T3Vendor self-reportCognition's Devin uses GPT-6 Astra for test generation source2026-09-15
L2Partial automationL2T3Vendor self-reportFortal Studio uses BytePlus for generative short-drama production source2026-09-15
L2Partial automationL2T3Vendor self-reportMiniMax H3 demonstrates pencil drawing capability source2026-09-15
L2Partial automationL2T2Independently corroboratedVenice AI uses Wan 3.0 in real creative workflow source2026-09-15
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportMiniMax H3 achieves over 2x real-time denoising on 8x B200 source2026-09-14
L1AssistedL1T3Vendor self-reportGitHub legal operations manager builds internal tool with Copilot CLI source2026-09-14
L2Partial automationL2T3Vendor self-reportPerplexity engineer uses GPT-6 Astra in Codex for end-to-end testing source2026-09-14
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportYelp uses GPT-Live-1 for natural restaurant reservation calls source2026-09-11
L2Partial automationL2T3Vendor self-reportGemini in Google Workspace can extract data from Drive folders into Sheets source2026-09-11
L2Partial automationL2T3Vendor self-reportGoogle DeepMind uses AI to reconstruct memory for documentary 'Love, Rendered' source2026-09-11
L2Partial automationL2T3Vendor self-reportHailuo AI game trailer teaser source2026-09-11
L2Partial automationL2T3Vendor self-reportMeta highlights Muse Code and Immersive Web SDK for VR development source2026-09-10
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportOpenAI publishes GPT-Live-1 production voice agent benchmark results source2026-09-10
L1AssistedL1T3Vendor self-reportOpenAI shares cyber defense architecture and playbook source2026-09-09
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportGrok adds Coinbase connector for trading and portfolio management source2026-09-09
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportGitHub Copilot can approve pull requests after review source2026-09-09
L2Partial automationL2T3Vendor self-reportMuse Spark 1.3 now available in Cursor source2026-09-08
L2Partial automationL2T3Vendor self-reportFOX Sports used AI for World Cup broadcast coverage source2026-09-06
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportVirgin Media O2 deploys multi-agent system on Google Cloud source2026-09-05
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportClaude completes first formalized proof of Fermat's Last Theorem source2026-09-04
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportMicrosoft reports HydraFusion results on Terminal-Bench 2.1 source2026-09-04
L2Partial automationL2T2Independently corroboratedCognizant uses Google Workspace and Gemini Enterprise to cut dev timelines source2026-09-04
L1AssistedL1T3Vendor self-reportWan and GMI Cloud AI filmmaking challenge in Taipei source2026-09-04
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportOpenAI introduces GPT-6 Astra source2026-09-03
L2Partial automationL2T3Vendor self-reportGemini 3.8 Flash available in GitHub Copilot source2026-09-03
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportQwen introduces E-Commerce Bench benchmark source2026-09-03
L2Partial automationL2T3Vendor self-reportQwen3.8-Max-0902 ranks #1 overall on Code Arena source2026-09-02
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportQwen3.8-Max-0902 tops CodeArena WebDev at 1691 source2026-09-02
L2Partial automationL2T2Independently corroboratedLatchBio evaluates Grok 4.6 on biosecurity tasks source2026-09-01
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportQwen3.8-Max tops CommerceAgentBench among open-weight models source2026-09-01
L2Partial automationL2T3Vendor self-reportWan3.0 ranks #1 on Artificial Analysis video leaderboards source2026-08-27
L1AssistedL1T3Vendor self-reportDeveloper ships npm library built with Codex source2026-08-26
L3Conditional automationL3T2Independently corroboratedTuring uses Gemini to automate 60k+ HR tickets source2026-08-26
L2Partial automationL2T3Vendor self-reportQwen3.8-27B ranks #1 among open models on Image-to-WebDev Arena source2026-08-26
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportMiniMax-M3 cited as cheapest model on agent benchmark source2026-08-25
L2Partial automationL2T3Vendor self-reportQwen3.8-27B ranks 9th overall on Code Arena source2026-08-25
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportCooley builds confidential redaction agent on Gemini Enterprise for Legal sourceno update mentioned it
L2Partial automationL2T3Vendor self-reportHitachi deploys agents to frontline workers via HMAX for 200+ use cases sourceno update mentioned it
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportOn migrates 24 core enterprise services to Google Cloud with agent-led strategy sourceno update mentioned it
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportGemini ML skills write and test PySpark code in notebooks sourceno update mentioned it
Demonstrate occupational skills and conduct practical training4 evidence82 tasksHeld by a non-technical condition · Manual Dexterity · Physical Presence · Student Supervision · Tool UseL2Partial automation

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Manual DexterityUsing hands and tools skillfully to handle materials, plants, or samples without causing damage.

Physical PresenceBeing physically present at a site to observe conditions directly and perform hands-on tasks.

Student SupervisionMonitoring students in non-classroom settings to ensure safety and appropriate behavior.

Tool UseUsing hand tools and power tools effectively and safely to perform tasks.

PublishedClaimedEvidence tierUpdateWhen
L1AssistedL1T3Vendor self-reportVS Code Learn series on Java with GitHub Copilot source2026-08-28
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportAnthropic Fellows research: Claude autonomously aligns other AIs source2026-08-28
L2Partial automationL2T3Vendor self-reportGoogle Vids turns training decks into videos with AI avatars source2026-08-25
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportGemini ML skills write and test PySpark code in notebooks sourceno update mentioned it

Occupations this market is served by

One market is served by several occupations, so these are not shares of a job.

OccupationConfidence
Career/Technical Education Teachers, Secondary School0.95
Career/Technical Education Teachers, Postsecondary0.95
Engineering Teachers, Postsecondary0.91
Nursing Instructors and Teachers, Postsecondary0.90
Family and Consumer Sciences Teachers, Postsecondary0.88
Tutors0.87
Health Specialties Teachers, Postsecondary0.87
Career/Technical Education Teachers, Middle School0.86
Teachers and Instructors, All Other0.86
Agricultural Sciences Teachers, Postsecondary0.85
Forestry and Conservation Science Teachers, Postsecondary0.82
Recreation and Fitness Studies Teachers, Postsecondary0.82
Farm and Home Management Educators0.81
Physical Therapists0.81
Low Vision Therapists, Orientation and Mobility Specialists, and Vision Rehabilitation Therapists0.80
Education Teachers, Postsecondary0.80
Exercise Trainers and Group Fitness Instructors0.80
Chemistry Teachers, Postsecondary0.80
Animal Trainers0.79
Architecture Teachers, Postsecondary0.79
Coaches and Scouts0.76
Computer Science Teachers, Postsecondary0.75
Criminal Justice and Law Enforcement Teachers, Postsecondary0.75
Art, Drama, and Music Teachers, Postsecondary0.75
Adapted Physical Education Specialists0.74
Biological Science Teachers, Postsecondary0.73
Postsecondary Teachers, All Other0.72
Clinical Nurse Specialists0.72
Non-Destructive Testing Specialists0.71
Speech-Language Pathologists0.70
Teaching Assistants, Postsecondary0.70
First-Line Supervisors of Firefighting and Prevention Workers0.70
Occupational Therapists0.69
Physics Teachers, Postsecondary0.67
Environmental Science Teachers, Postsecondary0.66
Fitness and Wellness Coordinators0.66
Hairdressers, Hairstylists, and Cosmetologists0.66
Physical Therapist Assistants0.65
Solar Energy Installation Managers0.65
Registered Nurses0.64
First-Line Supervisors of Construction Trades and Extraction Workers0.64
Library Science Teachers, Postsecondary0.64
Educational Instruction and Library Workers, All Other0.64
Infantry Officers0.64
Occupational Health and Safety Specialists0.63
First-Line Supervisors of Housekeeping and Janitorial Workers0.62
Aircraft Cargo Handling Supervisors0.62
Military Officer Special and Tactical Operations Leaders, All Other0.62
Occupational Therapy Assistants0.62
Obstetricians and Gynecologists0.62
First-Line Supervisors of Food Preparation and Serving Workers0.61
Speech-Language Pathology Assistants0.61
First-Line Supervisors of Weapons Specialists/Crew Members0.61
Midwives0.61

Non-technical conditions holding kinds of work here

A non-technical condition holds a kind of work at L0 until the institution that wrote the rule changes it.

Non-technical conditionKindStatusWork held here
Manual DexterityUsing hands and tools skillfully to handle materials, plants, or samples without causing damage.Physical presenceclosed1
Physical PresenceBeing physically present at a site to observe conditions directly and perform hands-on tasks.Physical presenceclosed2
Student SupervisionMonitoring students in non-classroom settings to ensure safety and appropriate behavior.Physical presenceclosed1
Tool UseUsing hand tools and power tools effectively and safely to perform tasks.Physical presenceclosed1

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