Read food order slips or receive verbal instructions as to food required by patron, and prepare and cook food according to instructions.

“Read food order slips or receive verbal instructions as to food required by patron, and prepare and cook food according to instructions.” is a core task performed by Cooks, Fast Food. Among the occupation's 19 rated tasks, workers place it 12th by importance (#8 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.

• Prepare foods or beverages. in Handling and Moving Objects

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.

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.

• 0.022% share of AI-use records mapped to this task
• Most common interaction: directive
• Average autonomy of the AI: 3.6 (1–5; higher = more autonomous)
• 99% 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

• Order and take delivery of supplies. · importance 4.8
• Cook the exact number of items ordered by each customer, working on several different orders simultaneously. · importance 4.7
• Operate large-volume cooking equipment, such as grills, deep-fat fryers, or griddles. · importance 4.7
• Prepare specialty foods, such as pizzas, fish and chips, sandwiches, or tacos, following specific methods that usually require short preparation time. · importance 4.7
• Wash, cut, and prepare foods designated for cooking. · importance 4.7
• Prepare and serve beverages, such as coffee or fountain drinks. · importance 4.7
• Clean food preparation areas, cooking surfaces, and utensils. · importance 4.6
• Serve orders to customers at windows, counters, or tables. · importance 4.6
• Clean, stock, and restock workstations and display cases. · importance 4.5
• Maintain sanitation, health, and safety standards in work areas. · importance 4.5
• Cook and package batches of food, such as hamburgers or fried chicken, prepared to order or kept warm until sold. · importance 4.5
• Take food and drink orders and receive payment from customers. · importance 4.5
• Prepare dough, following recipe. · importance 4.5
• Verify that prepared food meets requirements for quality and quantity. · importance 4.4

See all tasks on the Cooks, Fast Food 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-5058,
  title  = {Read food order slips or receive verbal instructions as to food required by patron, and prepare and cook food according to instructions.},
  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-5058}
}