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Balam Labs
ISCO-08 2651

Visual artists

53.9%
ADI · 173rd of 433 · 95% interval 37.6–69.3

An AI agent can at least partly carry out 53.9% of the task time of visual artists, and finish 0.0% alone. Most of the rest requires physical presence.

ADI · partial or full53.9%

173rd of 433 · interval 37.6–69.3

ADI3 · full delegation0.0%

201st of 433 · interval 0.0–0.0

ADIs · share of time37.8%

202nd of 433 · interval 30.0–44.9

Evidence44

task statements rated by two models and weighted by importance and frequency. World employment: 0.4 million.

Task weight by level

How the tasks rate

25%
22%
54%
L0No meaningful role · 24.5%L1Augmentation · 21.6%L2Partial delegation · 53.9%L3Full delegation · 0.0%
Barriers

What stops the agent

Physical presence66%
Accountability1%
Trust and care15%
Access to systems12%

Share of task weight flagged by each barrier; a task can carry several.

44 task statements, heaviest first
Task statement (O*NET occupation)WeightLevelSonnet · HaikuShareHuman timeBarriers
Use materials such as pens and ink, watercolors, charcoal, oil, or computer software to create artwork.Fine Artists, Including Painters, Sculptors, and Illustrators5.0%L2L2L252%6.0 hPhysical presence
Integrate and develop visual elements, such as line, space, mass, color, and perspective, to produce desired effects, such as the illustration of ideas, emotions, or moods.Fine Artists, Including Painters, Sculptors, and Illustrators4.5%L2L2L255%3.5 hPhysical presence
Create sculptures, statues, and other three-dimensional artwork by using abrasives and tools to shape, carve, and fabricate materials such as clay, stone, wood, or metal.Fine Artists, Including Painters, Sculptors, and Illustrators · supplemental task4.0%L0L0L110%25 hPhysical presence
Shade and fill in sketch outlines and backgrounds, using a variety of media such as water colors, markers, and transparent washes, labeling designated colors when necessary.Fine Artists, Including Painters, Sculptors, and Illustrators · supplemental task3.9%L1L1L112%2.3 hPhysical presence
Model substances such as clay or wax, using fingers and small hand tools to form objects.Fine Artists, Including Painters, Sculptors, and Illustrators · supplemental task3.3%L0L0L02%2.5 hPhysical presence
Select materials for use based on strength, color, texture, balance, weight, size, malleability and other characteristics.Craft Artists3.0%L1L1L125%1.0 hPhysical presence
Submit preliminary or finished artwork or project plans to clients for approval, incorporating changes as necessary.Fine Artists, Including Painters, Sculptors, and Illustrators · supplemental task3.0%L2L2L258%2.0 hTrust and care
Render drawings, illustrations, and sketches of buildings, manufactured products, or models, working from sketches, blueprints, memory, models, or reference materials.Fine Artists, Including Painters, Sculptors, and Illustrators · supplemental task3.0%L2L2L262%3.0 h–
Confer with clients, editors, writers, art directors, and other interested parties regarding the nature and content of artwork to be produced.Fine Artists, Including Painters, Sculptors, and Illustrators2.9%L2L2L250%1.0 hTrust and care
Cut, bend, laminate, arrange, and fasten individual or mixed raw and manufactured materials and products to form works of art.Fine Artists, Including Painters, Sculptors, and Illustrators · supplemental task2.8%L1L1L110%5.5 hPhysical presence
Apply solvents and cleaning agents to clean surfaces of paintings, and to remove accretions, discolorations, and deteriorated varnish.Fine Artists, Including Painters, Sculptors, and Illustrators · supplemental task2.7%L0L0L16%3.5 hPhysical presence, Accountability, Access to systems
Create functional or decorative objects by hand, using a variety of methods and materials.Craft Artists2.6%L0L0L110%5.5 hPhysical presence
Cut, shape, fit, join, mold, or otherwise process materials, using hand tools, power tools, or machinery.Craft Artists2.5%L0L0L16%2.3 hPhysical presence
Apply finishes to objects being crafted.Craft Artists2.5%L0L0L18%2.0 hPhysical presence
Study different techniques to learn how to apply them to artistic endeavors.Fine Artists, Including Painters, Sculptors, and Illustrators2.4%L1L1L248%4.0 hPhysical presence
Show the other 29 tasks
Task statement (O*NET occupation)WeightLevelSonnet · HaikuShareHuman timeBarriers
Market artwork through brochures, mailings, or Web sites.Fine Artists, Including Painters, Sculptors, and Illustrators2.4%L2L2L370%4.0 hAccess to systems
Develop project budgets for approval, estimating time lines and material costs.Fine Artists, Including Painters, Sculptors, and Illustrators · supplemental task2.3%L2L2L270%2.0 h–
Create finished art work as decoration, or to elucidate or substitute for spoken or written messages.Fine Artists, Including Painters, Sculptors, and Illustrators · supplemental task2.3%L2L2L250%7.0 hPhysical presence
Create sketches, profiles, or likenesses of posed subjects or photographs, using any combination of freehand drawing, mechanical assembly kits, and computer imaging.Fine Artists, Including Painters, Sculptors, and Illustrators · supplemental task2.3%L2L2L248%2.5 hPhysical presence
Frame and mat artwork for display or sale.Fine Artists, Including Painters, Sculptors, and Illustrators · supplemental task2.3%L1L1L115%1.5 hPhysical presence
Create and prepare sketches and model drawings of cartoon characters, providing details from memory, live models, manufactured products, or reference materials.Fine Artists, Including Painters, Sculptors, and Illustrators · supplemental task2.3%L2L2L255%1.3 hPhysical presence
Develop concepts or creative ideas for craft objects.Craft Artists2.2%L2L2L262%3.0 h–
Trace drawings onto clear acetate for painting or coloring, or trace them with ink to make final copies.Fine Artists, Including Painters, Sculptors, and Illustrators · supplemental task2.1%L1L2L135%1.8 hPhysical presence
Collaborate with engineers, mechanics, and other technical experts as necessary to build and install creations.Fine Artists, Including Painters, Sculptors, and Illustrators · supplemental task2.0%L1L1L230%4.5 hPhysical presence, Trust and care, Access to systems
Photograph objects, places, or scenes for reference material.Fine Artists, Including Painters, Sculptors, and Illustrators2.0%L0L1L012%1.1 hPhysical presence, Access to systems
Maintain portfolios of artistic work to demonstrate styles, interests, and abilities.Fine Artists, Including Painters, Sculptors, and Illustrators1.9%L2L2L260%3.0 hPhysical presence, Access to systems
Sketch or draw objects to be crafted.Craft Artists1.9%L2L2L260%1.4 h–
Monitor events, trends, and other circumstances, research specific subject areas, attend art exhibitions, and read art publications to develop ideas and keep current on art world activities.Fine Artists, Including Painters, Sculptors, and Illustrators1.9%L2L2L255%3.5 hPhysical presence, Access to systems
Set specifications for materials, dimensions, and finishes.Craft Artists1.9%L2L2L252%1.5 h–
Advertise products and work, using media such as internet advertising and brochures.Craft Artists1.9%L2L2L268%3.5 hAccess to systems
Brush or spray protective or decorative finishes on completed background panels, informational legends, exhibit accessories, or finished paintings.Fine Artists, Including Painters, Sculptors, and Illustrators · supplemental task1.9%L0L0L04%1.1 hPhysical presence
Set up exhibitions of artwork for display or sale.Fine Artists, Including Painters, Sculptors, and Illustrators · supplemental task1.9%L2L2L238%28 hPhysical presence, Trust and care, Access to systems
Teach artistic techniques to children or adults.Fine Artists, Including Painters, Sculptors, and Illustrators · supplemental task1.7%L1L1L232%1.3 hPhysical presence, Trust and care
Submit artwork to shows or galleries.Fine Artists, Including Painters, Sculptors, and Illustrators · supplemental task1.7%L2L2L265%2.3 hPhysical presence, Access to systems
Collaborate with writers who create ideas, stories, or captions that are combined with artists' work.Fine Artists, Including Painters, Sculptors, and Illustrators · supplemental task1.7%L2L2L248%2.5 hTrust and care
Pack products for shipping.Craft Artists1.6%L0L0L110%20 minPhysical presence
Fabricate patterns or templates to guide craft production.Craft Artists1.4%L2L2L250%2.5 hPhysical presence
Provide entertainment at special events by performing activities such as drawing cartoons.Fine Artists, Including Painters, Sculptors, and Illustrators · supplemental task1.4%L0L0L110%1.6 hPhysical presence, Trust and care
Create prototypes or models of objects to be crafted.Craft Artists1.3%L1L1L240%4.0 hPhysical presence
Confer with customers to assess customer needs or obtain feedback.Craft Artists1.3%L2L2L250%38 minTrust and care
Develop designs using specialized computer software.Craft Artists · supplemental task1.3%L2L2L260%3.5 h–
Develop product packaging, display, and pricing strategies.Craft Artists1.1%L2L2L260%4.0 hPhysical presence
Research craft trends, venues, and customer buying patterns to inspire designs and marketing strategies.Craft Artists · supplemental task1.1%L2L2L375%4.0 hAccess to systems
Plan and attend craft shows to market products.Craft Artists0.8%L2L2L238%15 hPhysical presence, Trust and care

Level: consensus of the two models (the lower level when they disagree). Share: part of the task’s working time an agent could take over. Human time: minutes a competent person needs for one instance, as estimated by the models.

Against other measures

Exposure is not delegation

MeasureValuePercentile
ADI (this index)53.9%60
Eloundou et al. (2024), GPT exposure β0.34353
Felten et al. (2021), AI occupational exposure-0.67235
Webb (2020), AI patent exposure5241
Eisfeldt et al. (2026), generative AI exposure0.09136
Anthropic Economic Index, observed use0.2789

Earlier indices measure whether AI can touch a task; ADI measures how much of it an agent can carry out from a goal. – : the source does not cover this occupation.

Same sub-major group (26)

Neighbouring occupations

Dashed line: visual artists (53.9%).

Cite this record
Text

Espinal Maya, Cristian, and Santiago Jiménez Londoño. 2026. ADI v2026.1: Agent Delegability Index data, code and MCP server. Zenodo. https://doi.org/10.5281/zenodo.23552918. Record: Visual artists (ISCO-08 2651), https://balamlabs.org/adi/occupations/2651

BibTeX
@misc{espinal2026adidata,
  title     = {{ADI} v2026.1: Agent Delegability Index data, code and {MCP} server},
  author    = {Espinal Maya, Cristian and Jim{\'e}nez Londo{\~n}o, Santiago},
  year      = {2026},
  publisher = {Zenodo},
  version   = {v2026.1},
  doi       = {10.5281/zenodo.23552918},
  url       = {https://doi.org/10.5281/zenodo.23552918},
  note      = {Record: Visual artists (ISCO-08 2651)}
}
Machine-readable

The same record as static JSON, with its citation: /adi/v2026.1/isco/2651.json.