Bailiffs
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
0.000
0.000Range of values carried here0.745Scale, basis and source
- Data source: ILOPublished: 2025
0.39
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, 44% 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 onlyValues 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 court docket.O*NET Task ID 20128 | 1.0 |
Maintain order in courtroom during trial and guard jury from outside contact.O*NET Task ID 2091 | 0.0 |
Guard lodging of sequestered jury.O*NET Task ID 2092 | 0.0 |
Provide jury escort to restaurant and other areas outside of courtroom to prevent jury contact with public.O*NET Task ID 2093 | 0.0 |
Enforce courtroom rules of behavior and warn persons not to smoke or disturb court procedure.O*NET Task ID 2094 | 0.0 |
Report need for police or medical assistance to sheriff's office.O*NET Task ID 2095 | 0.0 |
Announce entrance of judge.O*NET Task ID 2097 | 0.0 |
Stop people from entering courtroom while judge charges jury.O*NET Task ID 2098 | 0.0 |
Screen persons entering courthouse using magnetometers, x-ray machines, and other devices to collect and retain unauthorized firearms and other contraband.O*NET Task ID 20123 | 0.0 |
Provide security by patrolling interior and exterior of courthouse and escorting judges and other court employees.O*NET Task ID 20124 | 0.0 |
Check courtroom for security and cleanliness and assure availability of sundry supplies, such as notepads, for use by judge, jurors, and attorneys.O*NET Task ID 20125 | 0.0 |
Screen, control, and handle evidence and exhibits during court proceedings.O*NET Task ID 20126 | 0.0 |
Escort prisoners to and from courthouse and maintain custody of prisoners during court proceedings.O*NET Task ID 20127 | 0.0 |
Arrest persons in court when arrest warrants have been issued.O*NET Task ID 21197 | 0.0 |
Provide assistance to the public, such as directions to court offices.O*NET Task ID 21198 | 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®, Eloundou et al. (2023): see full notices on the Credits page