Examine cell samples to detect abnormalities in the color, shape, or size of cellular components and patterns.

“Examine cell samples to detect abnormalities in the color, shape, or size of cellular components and patterns.” is a core task performed by Cytotechnologists. Among the occupation's 13 rated tasks, workers place it 12th by importance (#2 most important). About 100% 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.

• Analyze biological or chemical substances or related data. in Analyzing Data or Information

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.

How AI is actually used on this kind of task

The Anthropic Economic Index observes how people actually use AI on tasks like this one across millions of real conversations.

• 0.004% share of AI-use records mapped to this task
• 39% of that use is work-related
• Most common interaction: task iteration
• Average autonomy of the AI: 3.0 (1–5; higher = more autonomous)
• 89% of interactions still needed a human in the loop

Observed AI use describes people choosing to use AI as a tool on this kind of task today. It is augmentation and assistance, not a measure of jobs replaced.

Working with AI vs. handing it off

Of the AI conversations mapped to this task, the split between people working alongside AI and people delegating the task to it.

How people interact with AI on this task

Other tasks in this occupation

• Document specimens by verifying patients' and specimens' information. · importance 5.0
• Submit slides with abnormal cell structures to pathologists for further examination. · importance 5.0
• Prepare and analyze samples, such as Papanicolaou (PAP) smear body fluids and fine needle aspirations (FNAs), to detect abnormal conditions. · importance 4.9
• Examine specimens, using microscopes, to evaluate specimen quality. · importance 4.8
• Maintain effective laboratory operations by adhering to standards of specimen collection, preparation, or laboratory safety. · importance 4.8
• Provide patient clinical data or microscopic findings to assist pathologists in the preparation of pathology reports. · importance 4.7
• Assist pathologists or other physicians to collect cell samples by fine needle aspiration (FNA) biopsy or other method. · importance 4.7
• Prepare cell samples by applying special staining techniques, such as chromosomal staining, to differentiate cells or cell components. · importance 4.3
• Adjust, maintain, or repair laboratory equipment, such as microscopes. · importance 4.1
• Assign tasks or coordinate task assignments to ensure adequate performance of laboratory activities. · importance 4.0
• Attend continuing education programs that address laboratory issues. · importance 3.7
• Examine specimens to detect abnormal hormone conditions. · importance 2.4

See all tasks on the Cytotechnologists 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
• 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-task-17395,
  title  = {Examine cell samples to detect abnormalities in the color, shape, or size of cellular components and patterns.},
  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/tasks/task-17395}
}