Resolve issues affecting transportation operations.

Resolve issues affecting transportation operations. is a detailed work activity in O*NET — a concrete unit of work shared across 6 occupations and seen in 6 occupation-specific tasks. It rolls up into the broader work activity Resolve personnel or operational problems. in Resolving Conflicts and Negotiating with Others .

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 6 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 2 (33%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

The Anthropic Economic Index observes real AI use on 1 of these tasks, with a mean mapped-usage share of 0.010% per task.

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.

• Order changes in fuel supplies, loads, routes, or schedules to ensure safety of flights. · Commercial Pilots · importance 4.8 · no direct exposure
• Determine special assistance needs of passengers, such as small children, the elderly, or persons with disabilities. · Flight Attendants · importance 4.3 · no direct exposure
• Order changes in fuel supplies, loads, routes, or schedules to ensure safety of flights. · Airline Pilots, Copilots, and Flight Engineers · importance 4.3 · exposure with tools
• Confer with customers, supervisors, contractors, or other personnel to exchange information or to resolve problems. · First-Line Supervisors of Material-Moving Machine and Vehicle Operators · importance 4.1 · no direct exposure
• Listen to and resolve customers' complaints regarding products or services. · Driver/Sales Workers · importance 4.0 · exposure with tools
• Confer with customers, supervisors, contractors, or other personnel to exchange information or to resolve problems. · First-Line Supervisors of Passenger Attendants · no direct exposure

Occupations that perform this

• Commercial Pilots
• Flight Attendants
• Airline Pilots, Copilots, and Flight Engineers
• First-Line Supervisors of Material-Moving Machine and Vehicle Operators
• Driver/Sales Workers
• First-Line Supervisors of Passenger 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
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

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

@misc{singulariki-resolve-issues-affecting-transportation-operations,
  title  = {Resolve issues affecting transportation operations.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/detailed-activities/resolve-issues-affecting-transportation-operations}
}