Collaborate with others to determine production details.

Collaborate with others to determine production details. is a detailed work activity in O*NET — a concrete unit of work shared across 3 occupations and seen in 4 occupation-specific tasks. It rolls up into the broader work activity Communicate with others about specifications or project details. in Communicating with Supervisors, Peers, or Subordinates .

Detailed work activities are the most granular shared layer in O*NET's work-activity hierarchy (Generalized → Intermediate → Detailed → occupation-specific task). The figures below describe how this activity shows up across the economy and what independent studies measure about AI and this kind of work — not a prediction that the work will be automated.

AI exposure

Of the 4 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 2 (50%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

Exposure estimates overlap with model capabilities — whether a model could speed the task up — not whether the work will be done by software. Observed AI use is augmentation and assistance today, not jobs replaced.

Member tasks

Occupation-specific tasks O*NET maps to this detailed work activity, most important first.

• Confer with stage or motion picture officials and performers to determine desired effects. · Makeup Artists, Theatrical and Performance · importance 4.7 · no direct exposure
• Consult with authors and editors regarding manuscript changes and suggestions. · Proofreaders and Copy Markers · importance 4.0 · direct LLM exposure
• Collaborate with production designers, costume designers, or other production staff to discuss and execute costume design details. · Costume Attendants · importance 3.7 · no direct exposure
• Advise hairdressers on the hairstyles required for character parts. · Makeup Artists, Theatrical and Performance · importance 3.2 · exposure with tools

Occupations that perform this

• Makeup Artists, Theatrical and Performance
• Proofreaders and Copy Markers
• Costume Attendants

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-collaborate-with-others-to-determine-production-details,
  title  = {Collaborate with others to determine production details.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/detailed-activities/collaborate-with-others-to-determine-production-details}
}