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教育与培训AI暴露度
- 数据来源: BLS发布时间: 2026-08
很高· 相对
低四级相对区间很高职业群单位数值
尺度 · 母数 · 来源
四级相对类别（低 / 中等 / 高 / 很高）
以BLS就业预测表中831个细分职业为基数。取值按 NEM（全国就业矩阵）代码给定，因此共用同一 NEM 代码的职业得到相同分档
- 数据来源: Anthropic发布时间: 2026-03
0.054
0.000此处所载数值的范围0.745尺度 · 母数 · 来源
- 数据来源: ILO发布时间: 2025
0.46
0.09此处所载数值的范围0.70职业群单位数值
尺度 · 母数 · 来源
生成式AI暴露度指数，按发布原值0–1
ISCO-08职业小类单位 — 共用同一代码的职业取值相同
本站计算，并非国际劳工组织发布的数值。在本站与 ILO 数据集相连的 1,012 个职业中，达到或高于此值的占 24%。
该来源发布的是什么性质的数值
BLS的类别是相对排位而非绝对水平，也不是一手测量：它把多项已发表研究给出的职业百分位排名归并为四个等级。它不是就业或工资预测，不是采用概率，也不区分自动化与增强。
Task-level exposure
显示隐藏的 28 项工作| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Conduct reference searches, using printed materials and in-house and online databases.25-4031 | 0.059644.6 | 0.023727.5 |
Retrieve information from central databases for storage in a library's computer.25-4031 | 0.036127.0 | 0.048556.1 |
Compile bibliographies and prepare abstracts on subjects of interest to particular organizations or groups.25-4031 | 0.021716.2 | 0.00799.2 |
Help patrons find and use library resources, such as reference materials, audio-visual equipment, computers, and other electronic resources and provide technical assistance when needed.25-4031 | 0.00634.7 | 0.00161.8 |
Design, customize, and maintain databases, web pages, and local area networks.25-4031 | 0.00544.0 | 0.00182.1 |
Compose explanatory summaries of contents of books and other reference materials.25-4031 | 0.00453.3 | 0.00293.3 |
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 |
|---|---|
Enter and update patrons' records on computers.O*NET Task ID 1689 | 1.0 |
Process print and non-print library materials to prepare them for inclusion in library collections.O*NET Task ID 1699 | 1.0 |
Collect fines and respond to complaints about fines.O*NET Task ID 1703 | 1.0 |
Verify bibliographical data for materials, including author, title, publisher, publication date, and edition.O*NET Task ID 1705 | 1.0 |
Review subject matter of materials to be classified and select classification numbers and headings according to classification systems.O*NET Task ID 1706 | 1.0 |
Send out notices about lost or overdue books.O*NET Task ID 1707 | 1.0 |
Design, customize, and maintain databases, web pages, and local area networks.O*NET Task ID 1709 | 1.0 |
File catalog cards according to system used.O*NET Task ID 1711 | 1.0 |
Compose explanatory summaries of contents of books and other reference materials.O*NET Task ID 1714 | 1.0 |
Compile bibliographies and prepare abstracts on subjects of interest to particular organizations or groups.O*NET Task ID 1718 | 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