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AI暴露度

  • 数据来源: BLS发布时间: 2026-08

    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

    来源数据集(XLSX 文件下载)

  • 数据来源: Anthropic发布时间: 2026-03

    0.047

    0.000此处所载数值的范围0.745
    尺度 · 母数 · 来源

    观测暴露度指数,按发布原值0–1

    以O*NET任务映射为基准

    来源数据集

  • 数据来源: ILO发布时间: 2025

    0.43

    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 30%。

    来源数据集

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

仅显示有暴露的工作

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.

TaskβE1 + 0.5 × E2
Explain the tax advantages of contributions to potential donors.

O*NET Task ID 18916

1.0
Write speeches, press releases, or other promotional materials to increase awareness of the causes, missions, or goals of organizations seeking funds.

O*NET Task ID 18924

1.0
Write and send letters of thanks to donors.

O*NET Task ID 18931

1.0
Write reports or prepare presentations to communicate fundraising program data.

O*NET Task ID 18932

1.0
Contact corporate representatives, government officials, or community leaders to increase awareness of organizational causes, activities, or needs.

O*NET Task ID 18906

0.5
Create or update donor databases.

O*NET Task ID 18907

0.5
Design or produce materials such as posters, Web sites, or newsletters to promote, market, or advertise fundraising events.

O*NET Task ID 18908

0.5
Develop corporate fundraising programs, such as employer gift-matching.

O*NET Task ID 18909

0.5
Develop fundraising activity plans that maximize participation or contributions and minimize costs.

O*NET Task ID 18910

0.5
Develop or implement fundraising activities, such as annual giving campaigns or direct mail programs.

O*NET Task ID 18911

0.5
Attend community events, meetings, or conferences to promote organizational goals or solicit donations or sponsorships.

O*NET Task ID 18905

0.0
Direct or supervise fundraising staff, including volunteer staff members.

O*NET Task ID 18914

0.0
Coordinate transportation or delivery of materials, supplies, or donations for fundraising events.

O*NET Task ID 18927

0.0
Prepare materials such as fundraising envelopes, bid sheets, or gift bags for charitable events.

O*NET Task ID 18929

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

职业信息