Court Reporters and Simultaneous Captioners
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
0.343
0.000Range of values carried here0.745Scale, basis and source
- Data source: ILOPublished: 2025
0.54
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, 13% 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 % | APIRaw / share % |
|---|---|---|
Verify accuracy of transcripts by checking copies against original records of proceedings and accuracy of rulings by checking with judges.27-3092 | 0.00000.0 | 0.010033.3 |
Record symbols on computer storage media and use computer aided transcription to translate and display them as text.27-3092 | 0.00000.0 | 0.010033.3 |
Proofread transcripts for correct spelling of words. | —0 | 0.010033.3 |
| Not observed on any surface — 11 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. | ||
Provide transcripts of proceedings upon request of judges, lawyers, or the public. | —0 | —0 |
Record verbatim proceedings of courts, legislative assemblies, committee meetings, and other proceedings, using computerized recording equipment, electronic stenograph machines, or stenomasks. | —0 | —0 |
Transcribe recorded proceedings in accordance with established formats. | —0 | —0 |
Ask speakers to clarify inaudible statements. | —0 | —0 |
File a legible transcript of records of a court case with the court clerk's office. | —0 | —0 |
File and store shorthand notes of court session. | —0 | —0 |
Respond to requests during court sessions to read portions of the proceedings already recorded. | —0 | —0 |
Log and store exhibits from court proceedings. | —0 | —0 |
Take notes in shorthand or use a stenotype or shorthand machine that prints letters on a paper tape. | —0 | —0 |
Record depositions and other proceedings for attorneys. | —0 | —0 |
Type court orders for judges. | —0 | —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 |
|---|---|
Take notes in shorthand or use a stenotype or shorthand machine that prints letters on a paper tape.O*NET Task ID 8653 | 1.0 |
Provide transcripts of proceedings upon request of judges, lawyers, or the public.O*NET Task ID 8654 | 1.0 |
Record verbatim proceedings of courts, legislative assemblies, committee meetings, and other proceedings, using computerized recording equipment, electronic stenograph machines, or stenomasks.O*NET Task ID 8655 | 1.0 |
Transcribe recorded proceedings in accordance with established formats.O*NET Task ID 8656 | 1.0 |
Ask speakers to clarify inaudible statements.O*NET Task ID 8657 | 1.0 |
File a legible transcript of records of a court case with the court clerk's office.O*NET Task ID 8658 | 1.0 |
File and store shorthand notes of court session.O*NET Task ID 8659 | 1.0 |
Respond to requests during court sessions to read portions of the proceedings already recorded.O*NET Task ID 8660 | 1.0 |
Record depositions and other proceedings for attorneys.O*NET Task ID 8661 | 1.0 |
Verify accuracy of transcripts by checking copies against original records of proceedings and accuracy of rulings by checking with judges.O*NET Task ID 8662 | 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®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page