Correctional Supervisors
Protective ServiceAI exposure
- Data source: BLSPublished: 2026-08
Moderate· relative
LowFour relative bandsVery highGroup-level value
Scale, basis and source
Four relative bands (Low / Moderate / High / Very high)
831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band
- Data source: AnthropicPublished: 2026-03
0.032
0.000Range of values carried here0.745Scale, basis and source
- Data source: ILOPublished: 2025
0.14
0.09Range of values carried here0.70Group-level value
Scale, basis and source
Generative AI exposure index, 0–1 as published
ISCO-08 unit group — every occupation sharing the code gets this value
Computed by this site, not published by the ILO: of the 1,012 occupations this site links to the ILO dataset, 95% score at or above this value.
What kind of figure this source publishes
The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.
Task-level exposure
Exposed tasks only| Task | Claude.aiRaw / share % |
|---|---|
Maintain knowledge of, comply with, and enforce all institutional policies, rules, procedures, and regulations.33-1011 | 0.002753.8 |
Complete administrative paperwork or supervise the preparation or maintenance of records, forms, or reports.33-1011 | 0.002346.2 |
| Not observed on any surface — 20 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | |
Take, receive, or check periodic inmate counts. | —0 |
Maintain order, discipline, and security within assigned areas in accordance with relevant rules, regulations, policies, and laws. | —0 |
Respond to emergencies, such as escapes. | —0 |
Supervise and direct the work of correctional officers to ensure the safe custody, discipline, and welfare of inmates. | —0 |
Restrain, secure, or control offenders, using chemical agents, firearms, or other weapons of force as necessary. | —0 |
Supervise or perform searches of inmates or their quarters to locate contraband items. | —0 |
Monitor behavior of subordinates to ensure alert, courteous, and professional behavior toward inmates, parolees, fellow employees, visitors, and the public. | —0 |
Instruct employees or provide on-the-job training. | —0 |
Conduct roll calls of correctional officers. | —0 |
Supervise activities such as searches, shakedowns, riot control, or institutional tours. | —0 |
Carry injured offenders or employees to safety and provide emergency first aid when necessary. | —0 |
Supervise or provide security for offenders performing tasks, such as construction, maintenance, laundry, food service, or other industrial or agricultural operations. | —0 |
Develop work or security procedures. | —0 |
Set up employee work schedules. | —0 |
Resolve problems between inmates. | —0 |
Rate behavior of inmates, promoting acceptable attitudes and behaviors to those with low ratings. | —0 |
Transfer or transport offenders on foot or by driving vehicles, such as trailers, vans, or buses. | —0 |
Convey correctional officers' or inmates' complaints to superiors. | —0 |
Review offender information to identify issues that require special attention. | —0 |
Examine incoming or outgoing mail to ensure conformance with regulations. | —0 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Maintain knowledge of, comply with, and enforce all institutional policies, rules, procedures, and regulations.O*NET Task ID 9431 | 1.0 |
Complete administrative paperwork or supervise the preparation or maintenance of records, forms, or reports.O*NET Task ID 9436 | 1.0 |
Set up employee work schedules.O*NET Task ID 9443 | 1.0 |
Convey correctional officers' or inmates' complaints to superiors.O*NET Task ID 9449 | 1.0 |
Conduct evaluations of employees' performance.O*NET Task ID 21196 | 1.0 |
Develop work or security procedures.O*NET Task ID 9442 | 0.5 |
Examine incoming or outgoing mail to ensure conformance with regulations.O*NET Task ID 9448 | 0.5 |
Review offender information to identify issues that require special attention.O*NET Task ID 20255 | 0.5 |
Take, receive, or check periodic inmate counts.O*NET Task ID 9428 | 0.0 |
Maintain order, discipline, and security within assigned areas in accordance with relevant rules, regulations, policies, and laws.O*NET Task ID 9429 | 0.0 |
Respond to emergencies, such as escapes.O*NET Task ID 9430 | 0.0 |
Supervise and direct the work of correctional officers to ensure the safe custody, discipline, and welfare of inmates.O*NET Task ID 9432 | 0.0 |
Restrain, secure, or control offenders, using chemical agents, firearms, or other weapons of force as necessary.O*NET Task ID 9433 | 0.0 |
Supervise or perform searches of inmates or their quarters to locate contraband items.O*NET Task ID 9434 | 0.0 |
Monitor behavior of subordinates to ensure alert, courteous, and professional behavior toward inmates, parolees, fellow employees, visitors, and the public.O*NET Task ID 9435 | 0.0 |
Instruct employees or provide on-the-job training.O*NET Task ID 9437 | 0.0 |
Conduct roll calls of correctional officers.O*NET Task ID 9438 | 0.0 |
Supervise activities, such as searches, shakedowns, riot control, or institutional tours.O*NET Task ID 9439 | 0.0 |
Carry injured offenders or employees to safety and provide emergency first aid when necessary.O*NET Task ID 9440 | 0.0 |
Supervise or provide security for offenders performing tasks, such as construction, maintenance, laundry, food service, or other industrial or agricultural operations.O*NET Task ID 9441 | 0.0 |
Resolve problems between inmates.O*NET Task ID 9444 | 0.0 |
Rate behavior of inmates, promoting acceptable attitudes and behaviors to those with low ratings.O*NET Task ID 9446 | 0.0 |
Transfer or transport offenders on foot or by driving vehicles, such as trailers, vans, or buses.O*NET Task ID 9447 | 0.0 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page