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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

    0.20

    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 86%。

    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
Complete and maintain records of weather and beach conditions, emergency medical treatments performed, and other relevant incident information.

O*NET Task ID 5045

1.0
Rescue distressed persons, using rescue techniques and equipment.

O*NET Task ID 5039

0.0
Contact emergency medical personnel in case of serious injury.

O*NET Task ID 5040

0.0
Patrol or monitor recreational areas, such as trails, slopes, or swimming areas, on foot, in vehicles, or from towers.

O*NET Task ID 5041

0.0
Examine injured persons and administer first aid or cardiopulmonary resuscitation, if necessary, using training and medical supplies and equipment.

O*NET Task ID 5042

0.0
Instruct participants in skiing, swimming, or other recreational activities and provide safety precaution information.

O*NET Task ID 5043

0.0
Warn recreational participants of inclement weather, unsafe areas, or illegal conduct.

O*NET Task ID 5044

0.0
Inspect recreational equipment, such as rope tows, T-bars, J-bars, or chair lifts, for safety hazards and damage or wear.

O*NET Task ID 5046

0.0
Provide assistance with staff selection, training, and supervision.

O*NET Task ID 5047

0.0
Inspect recreational facilities for cleanliness.

O*NET Task ID 5048

0.0
Observe activities in assigned areas, using binoculars, to detect hazards, disturbances, or safety infractions.

O*NET Task ID 5049

0.0
Provide assistance in the safe use of equipment, such as ski lifts.

O*NET Task ID 5050

0.0
Operate underwater recovery units.

O*NET Task ID 5051

0.0
Participate in recreational demonstrations to entertain resort guests.

O*NET Task ID 5052

0.0
Maintain quality of pool water by testing chemical levels.

O*NET Task ID 20129

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