Stop machines when specified amounts of product have been produced.

“Stop machines when specified amounts of product have been produced.” is a core task performed by Textile Knitting and Weaving Machine Setters, Operators, and Tenders. Among the occupation's 20 rated tasks, workers place it 9th by importance (#12 most important). About 84% 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.

• Operate cutting or grinding equipment. in Controlling Machines and Processes

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E0. No direct exposure — current language models give little or no time savings on this task.

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 0.00. Automation potential label: T0.

Other tasks in this occupation

• Observe woven cloth to detect weaving defects. · importance 4.7
• Thread yarn, thread, and fabric through guides, needles, and rollers of machines for weaving, knitting, or other processing. · importance 4.6
• Remove defects in cloth by cutting and pulling out filling. · importance 4.5
• Examine looms to determine causes of loom stoppage, such as warp filling, harness breaks, or mechanical defects. · importance 4.5
• Inspect products to ensure that specifications are met and to determine if machines need adjustment. · importance 4.5
• Notify supervisors or repair staff of mechanical malfunctions. · importance 4.5
• Program electronic equipment. · importance 4.4
• Set up, or set up and operate textile machines that perform textile processing and manufacturing operations such as winding, twisting, knitting, weaving, bonding, or stretching. · importance 4.4
• Start machines, monitor operations, and make adjustments as needed. · importance 4.3
• Install, level, and align machine components such as gears, chains, guides, dies, cutters, or needles to set up machinery for operation. · importance 4.3
• Record information about work completed and machine settings. · importance 4.3
• Study guides, loom patterns, samples, charts, or specification sheets, or confer with supervisors or engineering staff to determine setup requirements. · importance 4.2
• Inspect machinery to determine whether repairs are needed. · importance 4.2
• Repair or replace worn or defective needles and other components, using hand tools. · importance 4.1

See all tasks on the Textile Knitting and Weaving Machine Setters, Operators, and Tenders 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-14174,
  title  = {Stop machines when specified amounts of product have been produced.},
  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-14174}
}