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AI暴露度

  • 数据来源: BLS发布时间: 2026-08

    中等· 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
Address schools, civic groups, sporting clubs, or the media to disseminate information concerning wildlife conservation and regulations.

O*NET Task ID 7922

1.0
Issue warnings or citations and file reports as necessary.

O*NET Task ID 20584

1.0
Recommend revisions in hunting and trapping regulations or in animal management programs so that wildlife balances or habitats can be maintained.

O*NET Task ID 7923

0.5
Collect and report information on populations or conditions of fish and wildlife in their habitats, availability of game food or cover, or suspected pollution.

O*NET Task ID 7925

0.5
Survey areas and compile figures of bag counts of hunters to determine the effectiveness of control measures.

O*NET Task ID 7926

0.5
Investigate crop, property, or habitat damage or destruction or instances of water pollution to determine causes and to advise property owners of preventive measures.

O*NET Task ID 7928

0.5
Design or implement control measures to prevent or counteract damage caused by wildlife or people.

O*NET Task ID 7929

0.5
Document the extent of crop, property, or habitat damage and make financial loss estimates or compensation recommendations.

O*NET Task ID 7930

0.5
Issue licenses, permits, or other documentation.

O*NET Task ID 7932

0.5
Provide advice or information to park or reserve visitors.

O*NET Task ID 7933

0.5
Patrol assigned areas by car, boat, airplane, horse, or on foot to enforce game, fish, or boating laws or to manage wildlife programs, lakes, or land.

O*NET Task ID 7915

0.0
Protect and preserve native wildlife, plants, or ecosystems.

O*NET Task ID 7918

0.0
Promote or provide hunter or trapper safety training.

O*NET Task ID 7919

0.0
Provide assistance to other local law enforcement agencies as required.

O*NET Task ID 7921

0.0
Inspect commercial operations relating to fish or wildlife, recreation, or protected areas.

O*NET Task ID 7924

0.0
Supervise the activities of seasonal workers.

O*NET Task ID 7931

0.0
Perform facilities maintenance work, such as constructing or repairing structures or controlling weeds or pests.

O*NET Task ID 7934

0.0
Investigate hunting accidents or reports of fish or game law violations.

O*NET Task ID 20583

0.0
Serve warrants and make arrests.

O*NET Task ID 20585

0.0
Participate in search-and-rescue operations.

O*NET Task ID 20586

0.0
Arrange for disposition of fish or game illegally taken or possessed.

O*NET Task ID 20587

0.0
Seize equipment used in fish and game law violations.

O*NET Task ID 20588

0.0
Participate in firefighting efforts.

O*NET Task ID 20589

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