Write cyber defense recommendations, reports, or white papers using research or experience.

“Write cyber defense recommendations, reports, or white papers using research or experience.” is a task performed by Digital Forensics Analysts. Among the occupation's 20 rated tasks, workers place it 3rd by importance (#18 most important).

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.

• Present research or technical information. in Documenting/Recording Information
• Advise others on the design or use of technologies. in Providing Consultation and Advice to Others

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

• Adhere to legal policies and procedures related to handling digital media.
• Analyze log files or other digital information to identify the perpetrators of network intrusions.
• Conduct predictive or reactive analyses on security measures to support cyber security initiatives.
• Create system images or capture network settings from information technology environments to preserve as evidence.
• Develop plans for investigating alleged computer crimes, violations, or suspicious activity.
• Develop policies or requirements for data collection, processing, or reporting.
• Duplicate digital evidence to use for data recovery and analysis procedures.
• Identify or develop reverse-engineering tools to improve system capabilities or detect vulnerabilities.
• Maintain cyber defense software or hardware to support responses to cyber incidents.
• Maintain knowledge of laws, regulations, policies or other issuances pertaining to digital forensics or information privacy.
• Perform file signature analysis to verify files on storage media or discover potential hidden files.
• Perform forensic investigations of operating or file systems.
• Perform web service network traffic analysis or waveform analysis to detect anomalies, such as unusual events or trends.
• Preserve and maintain digital forensic evidence for analysis.

See all tasks on the Digital Forensics Analysts 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-21803,
  title  = {Write cyber defense recommendations, reports, or white papers using research or experience.},
  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-21803}
}