Court, Municipal, and License Clerks
LegalAI exposure
- Data source: BLSPublished: 2026-08
Very high· 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
0.102
0.000Range of values carried here0.745Scale, basis and source
- Data source: ILOPublished: 2025
0.43
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, 30% 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
Show 1 hidden taskValues 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 |
|---|---|
Record and edit the minutes of meetings and distribute to appropriate officials or staff members.O*NET Task ID 23269 | 1.0 |
Question applicants to obtain required information, such as name, address, or age, and record data on prescribed forms.O*NET Task ID 23270 | 1.0 |
Issue public notification of all official activities or meetings.O*NET Task ID 23271 | 1.0 |
Prepare meeting agendas or packets of related information.O*NET Task ID 23274 | 1.0 |
Prepare and issue orders of the court, such as probation orders, release documentation, sentencing information, or summonses.O*NET Task ID 23275 | 1.0 |
Prepare ordinances, resolutions, or proclamations so that they can be executed, recorded, archived, or distributed.O*NET Task ID 23276 | 1.0 |
Code information on license applications for entry into computers.O*NET Task ID 23277 | 1.0 |
Record case dispositions, court orders, or arrangements made for payment of court fees.O*NET Task ID 23278 | 1.0 |
Prepare documents recording the outcomes of court proceedings.O*NET Task ID 23281 | 1.0 |
Perform general office duties, such as taking or transcribing dictation, typing or proofreading correspondence, distributing or filing official forms, or scheduling appointments.O*NET Task ID 23283 | 1.0 |
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