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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

    0.28

    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 73%。

    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
Communicate with dispatchers by radio, telephone, or computer to exchange information and receive requests for passenger service.

O*NET Task ID 23759

1.0
Complete accident reports when necessary.

O*NET Task ID 23760

1.0
Determine fares based on trip distances and times, using taximeters and fee schedules, and announce fares to passengers.

O*NET Task ID 23761

1.0
Notify dispatchers or company mechanics of vehicle problems.

O*NET Task ID 23764

1.0
Provide passengers with information or advice about the local area, points of interest, hotels, or restaurants.

O*NET Task ID 23769

0.5
Collect fares or vouchers from passengers, and make change or issue receipts as necessary.

O*NET Task ID 23758

0.0
Drive taxicabs or privately owned vehicles to transport passengers.

O*NET Task ID 23762

0.0
Follow relevant safety regulations and state laws governing vehicle operation, and ensure that passengers follow safety regulations.

O*NET Task ID 23763

0.0
Perform minor vehicle repairs, such as cleaning spark plugs, or take vehicles to mechanics for servicing.

O*NET Task ID 23765

0.0
Perform routine vehicle maintenance, such as regulating tire pressure and adding gasoline, oil, and water.

O*NET Task ID 23766

0.0
Pick up passengers at prearranged locations, at taxi stands, or by cruising streets in high-traffic areas.

O*NET Task ID 23767

0.0
Provide passengers with assistance entering and exiting vehicles, and help them with any luggage.

O*NET Task ID 23768

0.0
Report to taxicab services or garages to receive vehicle assignments.

O*NET Task ID 23770

0.0
Test vehicle equipment, such as lights, brakes, horns, or windshield wipers, to ensure proper operation.

O*NET Task ID 23771

0.0
Turn the taximeter on when passengers enter the cab, and turn it off when they reach the final destination.

O*NET Task ID 23772

0.0
Vacuum and clean interiors and wash and polish exteriors of automobiles.

O*NET Task ID 23773

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