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Conduct internal investigation to determine negligence and violation of laws and regulations by fire department employees.

Work task

“Conduct internal investigation to determine negligence and violation of laws and regulations by fire department employees.” is a supplemental task performed by Fire Inspectors and Investigators. Among the occupation's 30 rated tasks, workers place it 18th by importance (#13 most important). About 29% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E2. Exposure with tools — software built on top of a language model (not the model alone) could cut the time by at least half.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 0.50. Automation potential label: T1.

Other tasks in this occupation

See all tasks on the Fire Inspectors and Investigators page.

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.

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

Cite this page
Plain

Singulariki. "Conduct internal investigation to determine negligence and violation of laws and regulations by fire department employees.." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026. https://singulariki.com/tasks/task-23014

APA

Singulariki. (2026). Conduct internal investigation to determine negligence and violation of laws and regulations by fire department employees.. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/tasks/task-23014

BibTeX
@misc{singulariki-task-23014,
  title  = {Conduct internal investigation to determine negligence and violation of laws and regulations by fire department employees.},
  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/tasks/task-23014}
}

Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.