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AI暴露度

  • 数据来源: BLS发布时间: 2026-08

    低· 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

    0.000

    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

    0.41

    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 36%。

    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
Direct items according to established routing schemes, using computer-controlled keyboards or voice-recognition equipment.

O*NET Task ID 8213

1.0
Search directories to find correct addresses for redirected mail.

O*NET Task ID 8220

1.0
Bundle, label, and route sorted mail to designated areas, depending on destinations and according to established procedures and deadlines.

O*NET Task ID 8214

0.0
Train new workers.

O*NET Task ID 8217

0.0
Distribute incoming mail into the correct boxes or pigeonholes.

O*NET Task ID 8218

0.0
Operate various types of equipment, such as computer scanning equipment, addressographs, mimeographs, optical character readers, and bar-code sorters.

O*NET Task ID 8219

0.0
Clear jams in sorting equipment.

O*NET Task ID 8221

0.0
Check items to ensure that addresses are legible and correct, that sufficient postage has been paid or the appropriate documentation is attached, and that items are in a suitable condition for processing.

O*NET Task ID 8222

0.0
Open and label mail containers.

O*NET Task ID 8223

0.0
Rewrap soiled or broken parcels.

O*NET Task ID 8224

0.0
Weigh articles to determine required postage.

O*NET Task ID 8225

0.0
"Move containers of mail, using equipment, such as forklifts and automated ""trains""."

O*NET Task ID 8226

0.0
Sort odd-sized mail by hand, sort mail that other workers have been unable to sort, and segregate items requiring special handling.

O*NET Task ID 8227

0.0
Accept and check containers of mail from large volume mailers, couriers, and contractors.

O*NET Task ID 8228

0.0
Load and unload mail trucks, sometimes lifting containers of mail onto equipment that transports items to sorting stations.

O*NET Task ID 8229

0.0
Cancel letter or parcel post stamps by hand.

O*NET Task ID 8230

0.0
Dump sacks of mail onto conveyors for culling and sorting.

O*NET Task ID 8231

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