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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

    0.29

    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 69%。

    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
Perform personnel activities, such as supervising or scheduling employees.

O*NET Task ID 20840

1.0
Inspect vehicles to detect any damage.

O*NET Task ID 3196

0.5
Explain and calculate parking charges, collect fees from customers, and respond to customer complaints.

O*NET Task ID 20837

0.5
Take numbered tags from customers, locate vehicles, and deliver vehicles, or provide customers with instructions for locating vehicles.

O*NET Task ID 3187

0.0
Keep parking areas clean and orderly to ensure that space usage is maximized.

O*NET Task ID 3188

0.0
Direct motorists to parking areas or parking spaces, using hand signals or flashlights as necessary.

O*NET Task ID 3189

0.0
Patrol parking areas to prevent vehicle damage and vehicle or property thefts.

O*NET Task ID 3190

0.0
Park and retrieve automobiles for customers in parking lots, storage garages, or new car lots.

O*NET Task ID 3191

0.0
Greet customers and open their car doors.

O*NET Task ID 3192

0.0
Lift, position, and remove barricades to open or close parking areas.

O*NET Task ID 3195

0.0
Review motorists' identification before allowing them to enter parking facilities.

O*NET Task ID 3197

0.0
Escort customers to their vehicles to ensure their safety.

O*NET Task ID 3198

0.0
Service vehicles with gas, oil, and water.

O*NET Task ID 3199

0.0
Perform maintenance on cars in storage to protect tires, batteries, or exteriors from deterioration.

O*NET Task ID 3200

0.0
Issue ticket stubs or place numbered tags on windshields, log tags or attach tag to customers' keys, and give customers matching tags for locating parked vehicles.

O*NET Task ID 20835

0.0
Perform cash handling tasks, such as making change, balancing and recording cash drawer, or distributing tips.

O*NET Task ID 20836

0.0
Provide customer assistance and information, such as giving directions or handling wheelchairs.

O*NET Task ID 20838

0.0
Call emergency responders or the proper authorities and provide motorist assistance, such as giving directions or helping jump start a stalled vehicle.

O*NET Task ID 20839

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