Document test results.

Document test results. is a detailed work activity in O*NET — a concrete unit of work shared across 4 occupations and seen in 4 occupation-specific tasks. It rolls up into the broader work activity Document technical designs, procedures, or activities. in Documenting/Recording Information .

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, 4 (100%) 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.

• Document inspection and test results and work performed or to be performed. · Motorboat Mechanics and Service Technicians · importance 4.1 · direct LLM exposure
• Record results of diagnostic tests. · Electronic Equipment Installers and Repairers, Motor Vehicles · importance 4.0 · direct LLM exposure
• Run signal quality and connectivity tests for individual cables, and record results. · Electrical and Electronics Repairers, Powerhouse, Substation, and Relay · importance 3.8 · direct LLM exposure
• Record test data and document fabrication techniques on reports. · Camera and Photographic Equipment Repairers · importance 3.3 · direct LLM exposure

Occupations that perform this

• Motorboat Mechanics and Service Technicians
• Electronic Equipment Installers and Repairers, Motor Vehicles
• Electrical and Electronics Repairers, Powerhouse, Substation, and Relay
• Camera and Photographic Equipment Repairers

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-document-test-results,
  title  = {Document test results.},
  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/document-test-results}
}