Examine animals or crop specimens to determine the presence of diseases or other problems.

“Examine animals or crop specimens to determine the presence of diseases or other problems.” is a core task performed by Agricultural Technicians. Among the occupation's 26 rated tasks, workers place it 14th by importance (#13 most important). About 72% 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.

• Research biological or ecological phenomena. in Getting 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.

• 53% of that use is work-related
• Most common interaction: directive
• Average autonomy of the AI: 3.3 (1–5; higher = more autonomous)
• 88% 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

• Prepare land for cultivated crops, orchards, or vineyards by plowing, discing, leveling, or contouring. · importance 4.3
• Operate farm machinery, including tractors, plows, mowers, combines, balers, sprayers, earthmoving equipment, or trucks. · importance 4.3
• Record data pertaining to experimentation, research, or animal care. · importance 4.2
• Maintain or repair agricultural facilities, equipment, or tools to ensure operational readiness, safety, and cleanliness. · importance 4.0
• Conduct studies of nitrogen or alternative fertilizer application methods, quantities, or timing to ensure satisfaction of crop needs and minimization of leaching, runoff, or denitrification. · importance 3.9
• Prepare laboratory samples for analysis, following proper protocols to ensure that they will be stored, prepared, and disposed of efficiently and effectively. · importance 3.9
• Measure or weigh ingredients used in laboratory testing. · importance 3.9
• Perform tests on seeds to evaluate seed viability. · importance 3.9
• Perform crop production duties, such as tilling, hoeing, pruning, weeding, or harvesting crops. · importance 3.9
• Prepare data summaries, reports, or analyses that include results, charts, or graphs to document research findings and results. · importance 3.9
• Collect animal or crop samples. · importance 3.7
• Perform laboratory or field testing, using spectrometers, nitrogen determination apparatus, air samplers, centrifuges, or potential hydrogen (pH) meters to perform tests. · importance 3.7
• Supervise pest or weed control operations, including locating and identifying pests or weeds, selecting chemicals and application methods, or scheduling application. · importance 3.7
• Set up laboratory or field equipment as required for site testing. · importance 3.6

See all tasks on the Agricultural Technicians 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-20529,
  title  = {Examine animals or crop specimens to determine the presence of diseases or other problems.},
  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-20529}
}