Assist individuals with special needs.

Assist individuals with special needs. is a detailed work activity in O*NET — a concrete unit of work shared across 6 occupations and seen in 6 occupation-specific tasks. It rolls up into the broader work activity Assist individuals with special needs. in Assisting and Caring for Others .

Detailed work activities are the most granular shared layer in O*NET's work-activity hierarchy (Generalized → Intermediate → Detailed → occupation-specific task). The figures below describe how this activity shows up across the economy and what independent studies measure about AI and this kind of work — not a prediction that the work will be automated.

AI exposure

Of the 5 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 1 (20%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

The Anthropic Economic Index observes real AI use on 1 of these tasks, with a mean mapped-usage share of 0.032% per task.

Exposure estimates overlap with model capabilities — whether a model could speed the task up — not whether the work will be done by software. Observed AI use is augmentation and assistance today, not jobs replaced.

Member tasks

Occupation-specific tasks O*NET maps to this detailed work activity, most important first.

• Assist travelers and guests with disabilities. · Baggage Porters and Bellhops · importance 4.4 · no direct exposure
• Care for children in institutional setting, such as group homes, nursery schools, private businesses, or schools for people with disabilities. · Childcare Workers · importance 4.3 · no direct exposure
• Attend to special needs of tour participants. · Travel Guides · importance 4.2 · no direct exposure
• Provide clients with communication assistance, typing their correspondence or obtaining information for them. · Personal Care Aides · importance 4.2 · direct LLM exposure
• Provide assistance with patrons' special needs, such as helping those with wheelchairs. · Ushers, Lobby Attendants, and Ticket Takers · importance 3.9 · no direct exposure
• Assist guests with special needs by providing equipment such as wheelchairs. · 39-6012.00

Occupations that perform this

• Baggage Porters and Bellhops
• Childcare Workers
• Personal Care Aides
• Travel Guides
• Ushers, Lobby Attendants, and Ticket Takers
• 39-6012.00

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-assist-individuals-with-special-needs,
  title  = {Assist individuals with special needs.},
  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/detailed-activities/assist-individuals-with-special-needs}
}