Develop and maintain log of surveillance observations.

“Develop and maintain log of surveillance observations.” is a core task performed by Gambling Surveillance Officers and Gambling Investigators. Among the occupation's 8 rated tasks, workers place it 5th by importance (#4 most important). About 99% 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.

• Compile records, documentation, or other data. in Processing Information
• Maintain operational records. in Documenting/Recording Information

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E1. Direct exposure — a language model could plausibly cut the time to do this task 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 1.00. Automation potential label: T3.

Other tasks in this occupation

• Monitor establishment activities to ensure adherence to all state gaming regulations and company policies and procedures. · importance 4.8
• Observe casino or casino hotel operations for irregular activities, such as cheating or theft by employees or patrons, using audio and video equipment and one-way mirrors. · importance 4.8
• Report all violations and suspicious behaviors to supervisors, verbally or in writing. · importance 4.8
• Inspect and monitor audio or video surveillance equipment to ensure it is working appropriately. · importance 4.7
• Review video surveillance footage. · importance 4.6
• Act as oversight or security agents for management or customers. · importance 4.4
• Supervise or train surveillance observers. · importance 4.1

See all tasks on the Gambling Surveillance Officers and Gambling 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.

• 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-task-21145,
  title  = {Develop and maintain log of surveillance observations.},
  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-21145}
}