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Balam Labs
ISCO-08 3435

Other artistic and cultural associate professionals

25.7%
ADI · 266th of 433 · 95% interval 14.5–37.8

An AI agent can at least partly carry out 25.7% of the task time of other artistic and cultural associate professionals, and finish 2.6% alone. The barrier that holds most of the rest back is access to the systems the work runs on.

ADI · partial or full25.7%

266th of 433 · interval 14.5–37.8

ADI3 · full delegation2.6%

107th of 433 · interval 0.0–6.8

ADIs · share of time30.5%

244th of 433 · interval 25.0–36.4

Evidence56

task statements rated by two models and weighted by importance and frequency. World employment: 0.9 million.

Task weight by level

How the tasks rate

28%
46%
23%
L0No meaningful role · 28.1%L1Augmentation · 46.2%L2Partial delegation · 23.1%L3Full delegation · 2.6%
Barriers

What stops the agent

Physical presence78%
Accountability10%
Trust and care24%
Access to systems58%

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

56 task statements, heaviest first
Task statement (O*NET occupation)Sonnet · HaikuBarriers
Provide dressing assistance to cast members or assign cast dressers to assist specific cast members with costume changes.Costume Attendants4.1%L0L0L112%20 minPhysical presence, Trust and care
Arrange costumes in order of use to facilitate quick-change procedures for performances.Costume Attendants3.8%L1L1L230%1.3 hPhysical presence, Access to systems
Design or construct costumes or send them to tailors for construction, major repairs, or alterations.Costume Attendants3.7%L1L1L232%3.5 hPhysical presence
Distribute costumes or related equipment and keep records of item status.Costume Attendants3.5%L1L1L230%35 minPhysical presence, Trust and care, Access to systems
Create worksheets for dressing lists, show notes, or costume checks.Costume Attendants3.5%L2L2L270%1.3 hAccess to systems
Clean and press costumes before and after performances and perform any minor repairs.Costume Attendants3.2%L0L0L16%1.1 hPhysical presence
Monitor, maintain, or secure inventories of costumes, wigs, or makeup, providing keys or access to assigned directors, costume designers, or wardrobe mistresses/masters.Costume Attendants3.1%L1L1L225%45 minPhysical presence, Trust and care, Access to systems
Check the appearance of costumes on stage or under lights to determine whether desired effects are being achieved.Costume Attendants3.1%L0L1L010%30 minPhysical presence, Trust and care, Access to systems
Examine costume fit on cast members and sketch or write notes for alterations.Costume Attendants3.0%L1L1L116%25 minPhysical presence, Trust and care
Collaborate with production designers, costume designers, or other production staff to discuss and execute costume design details.Costume Attendants2.6%L1L1L228%1.0 hPhysical presence, Trust and care, Access to systems
Assign lockers to employees and maintain locker rooms, dressing rooms, wig rooms, or costume storage or laundry areas.Costume Attendants · supplemental task2.6%L1L1L220%1.5 hPhysical presence, Access to systems
Direct the work of wardrobe crews during dress rehearsals or performances.Costume Attendants · supplemental task2.3%L0L0L18%2.8 hPhysical presence, Trust and care, Access to systems
Purchase, rent, or requisition costumes or other wardrobe necessities.Costume Attendants2.2%L2L2L260%2.3 hPhysical presence, Accountability, Access to systems
Participate in the hiring, training, scheduling, or supervision of alteration workers.Costume Attendants · supplemental task2.1%L2L2L240%1.3 hPhysical presence, Trust and care
Return borrowed or rented items when productions are complete and return other items to storage.Costume Attendants2.1%L1L1L222%1.8 hPhysical presence, Access to systems
Show the other 41 tasks
Task statement (O*NET occupation)Sonnet · HaikuBarriers
Provide managers with budget recommendations and take responsibility for budgetary line items related to costumes, storage, or makeup needs.Costume Attendants · supplemental task1.9%L2L2L258%2.0 hTrust and care, Access to systems
Study books, pictures, or examples of period clothing to determine styles worn during specific periods in history.Costume Attendants1.9%L2L3L275%2.0 hAccess to systems
Assess safety of wiring or equipment set-up to determine the risk of fire or electrical shock.Lighting Technicians · supplemental task1.7%L1L1L228%45 minPhysical presence, Accountability, Access to systems
Set up and focus light fixtures to meet requirements of television, theater, concerts, or other productions.Lighting Technicians · supplemental task1.7%L1L1L118%2.5 hPhysical presence, Access to systems
Program lighting consoles or load automated lighting control systems onto consoles.Lighting Technicians · supplemental task1.7%L1L1L240%3.5 hPhysical presence, Access to systems
Set up scaffolding or cranes to assist with setting up of lighting equipment.Lighting Technicians · supplemental task1.7%L0L0L05%2.5 hPhysical presence, Accountability, Access to systems
Perform minor repairs or routine maintenance on lighting equipment, such as replacing lamps or damaged color filters.Lighting Technicians · supplemental task1.7%L0L0L110%25 minPhysical presence, Access to systems
Patch or wire lights to dimmers or other electronic consoles.Lighting Technicians · supplemental task1.7%L1L1L118%1.5 hPhysical presence, Accountability, Access to systems
Operate manual or automated systems to control lighting throughout productions.Lighting Technicians · supplemental task1.7%L1L1L228%3.0 hPhysical presence, Access to systems
Notify supervisors when major lighting equipment repairs are needed.Lighting Technicians · supplemental task1.7%L2L2L255%15 minPhysical presence, Access to systems
Match light fixture settings, such as brightness and color, to lighting design plans.Lighting Technicians · supplemental task1.7%L1L1L235%1.3 hPhysical presence, Access to systems
Load, unload, or position lighting equipment.Lighting Technicians · supplemental task1.7%L0L0L04%1.5 hPhysical presence, Accountability, Access to systems
Install electrical cables or wire fixtures.Lighting Technicians · supplemental task1.7%L0L0L18%1.4 hPhysical presence, Accountability, Access to systems
Test lighting equipment function and desired lighting effects.Lighting Technicians · supplemental task1.7%L1L1L116%1.3 hPhysical presence, Access to systems
Install color effects or image patterns, such as color filters, onto lighting fixtures.Lighting Technicians · supplemental task1.7%L0L0L04%18 minPhysical presence
Disassemble and store equipment after performances.Lighting Technicians · supplemental task1.7%L0L0L04%1.5 hPhysical presence, Accountability, Access to systems
Consult with lighting director or production staff to determine lighting requirements.Lighting Technicians · supplemental task1.7%L1L1L128%1.0 hPhysical presence, Trust and care, Access to systems
Visit and assess structural and electrical layout of locations before setting up lighting equipment.Lighting Technicians · supplemental task1.7%L1L1L222%1.8 hPhysical presence, Accountability, Access to systems
Review scripts or other production information to determine a story's locale or period, as well as the number of characters and required costumes.Costume Attendants1.7%L3L3L382%1.8 h–
Inventory stock to determine types or conditions of available costuming.Costume Attendants1.6%L1L1L228%2.4 hPhysical presence, Access to systems
Care for non-clothing items, such as flags, table skirts, or draperies.Costume Attendants · supplemental task1.4%L0L0L05%38 minPhysical presence
Recommend vendors and monitor their work.Costume Attendants · supplemental task1.3%L2L2L250%1.8 hPhysical presence, Trust and care
Listen to music before playing at events to ensure recordings are appropriate and meet quality standards.Disc Jockeys, Except Radio · supplemental task1.0%L2L2L250%52 min–
Communicate with clients or venue owners to determine event information, such as music preferences, scheduling, and anticipated attendance.Disc Jockeys, Except Radio · supplemental task1.0%L2L2L260%45 minTrust and care, Access to systems
Accept music requests from event guests.Disc Jockeys, Except Radio · supplemental task1.0%L1L1L242%4 minPhysical presence, Trust and care, Access to systems
Adhere to schedules to keep events running on time.Disc Jockeys, Except Radio · supplemental task1.0%L1L1L225%2.5 hPhysical presence, Access to systems
Advertise services using media such as internet advertising and brochures.Disc Jockeys, Except Radio · supplemental task1.0%L2L2L268%3.0 hAccess to systems
Assemble audio and video equipment.Disc Jockeys, Except Radio · supplemental task1.0%L0L1L012%52 minPhysical presence, Access to systems
Collect payments from customers.Disc Jockeys, Except Radio · supplemental task1.0%L2L2L265%22 minAccess to systems
Conduct sound checks to ensure equipment is working and appropriate for the venue.Disc Jockeys, Except Radio · supplemental task1.0%L1L1L112%38 minPhysical presence, Access to systems
Maintain up-to-date knowledge of music releases and trends.Disc Jockeys, Except Radio · supplemental task1.0%L2L2L268%1.5 h–
Create tailored playlists by aligning music with event functions.Disc Jockeys, Except Radio · supplemental task1.0%L2L2L370%2.0 hAccess to systems
Develop written contracts for bookings.Disc Jockeys, Except Radio · supplemental task1.0%L2L2L378%52 min–
Encourage guests to dance using group dances, competitions, or other party games.Disc Jockeys, Except Radio · supplemental task1.0%L0L0L110%38 minPhysical presence, Trust and care
Lead party games, such as dance-offs or prize giveaways.Disc Jockeys, Except Radio · supplemental task1.0%L0L0L110%25 minPhysical presence, Trust and care
Select and play music incorporating crowd preferences and mood.Disc Jockeys, Except Radio · supplemental task1.0%L2L2L242%3.0 hPhysical presence, Trust and care, Access to systems
Organize music libraries or playlists.Disc Jockeys, Except Radio · supplemental task1.0%L2L2L378%1.5 hAccess to systems
Operate visual effects equipment, such as lights, fog machines, or lasers.Disc Jockeys, Except Radio · supplemental task1.0%L1L1L122%2.5 hPhysical presence, Accountability, Access to systems
Operate disc jockey controller and other equipment, such as microphones.Disc Jockeys, Except Radio · supplemental task1.0%L0L1L010%2.5 hPhysical presence, Trust and care, Access to systems
Mix, cut, or sample recorded music using DJ controllers, CDJs, or DJ mixers.Disc Jockeys, Except Radio · supplemental task1.0%L1L1L115%1.5 hPhysical presence, Trust and care, Access to systems
Create itemized invoices to record amounts due for services rendered.Disc Jockeys, Except Radio · supplemental task1.0%L3L3L388%20 minAccess to systems

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

MeasureValuePercentilePct
ADI (this index)25.7%39
Eloundou et al. (2024), GPT exposure β0.27445
Felten et al. (2021), AI occupational exposure-0.11250
Webb (2020), AI patent exposure38.42928
Eisfeldt et al. (2026), generative AI exposure0.15848
Anthropic Economic Index, observed use0.11674

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 (34)

Neighbouring occupations

Dashed line: other artistic and cultural associate professionals (25.7%).

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: Other artistic and cultural associate professionals (ISCO-08 3435), https://balamlabs.org/adi/occupations/3435

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: Other artistic and cultural associate professionals (ISCO-08 3435)}
}
Machine-readable

The same record as static JSON, with its citation: /adi/v2026.1/isco/3435.json.