Choose optimal transportation routes or speeds.

Choose optimal transportation routes or speeds. is a detailed work activity in O*NET — a concrete unit of work shared across 5 occupations and seen in 6 occupation-specific tasks. It rolls up into the broader work activity Determine operational methods or procedures. in Making Decisions and Solving Problems .

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, 5 (83%) 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 2 of these tasks, with a mean mapped-usage share of 0.006% 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.

• Direct courses and speeds of ships, based on specialized knowledge of local winds, weather, water depths, tides, currents, and hazards. · Captains, Mates, and Pilots of Water Vessels · importance 5.0 · no direct exposure
• Consider airport altitudes, outside temperatures, plane weights, and wind speeds and directions to calculate the speed needed to become airborne. · Commercial Pilots · importance 4.9 · direct LLM exposure
• Choose routes, altitudes, and speeds that will provide the fastest, safest, and smoothest flights. · Commercial Pilots · importance 4.4 · exposure with tools
• Plan or adjust routes based on changing conditions, using computer equipment, global positioning systems (GPS) equipment, or other navigation devices, to minimize fuel consumption and carbon emissions. · Heavy and Tractor-Trailer Truck Drivers · importance 4.1 · exposure with tools
• Analyze factors such as weather reports, fuel requirements, or maps to determine air routes. · Air Traffic Controllers · importance 4.1 · exposure with tools
• Choose routes, altitudes, and speeds that will provide the fastest, safest, and smoothest flights. · Airline Pilots, Copilots, and Flight Engineers · importance 4.0 · exposure with tools

Occupations that perform this

• Captains, Mates, and Pilots of Water Vessels
• Commercial Pilots
• Heavy and Tractor-Trailer Truck Drivers
• Air Traffic Controllers
• Airline Pilots, Copilots, and Flight Engineers

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-choose-optimal-transportation-routes-or-speeds,
  title  = {Choose optimal transportation routes or speeds.},
  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/choose-optimal-transportation-routes-or-speeds}
}