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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
Write reports of daily activities and irregularities, such as equipment or property damage, theft, presence of unauthorized persons, or unusual occurrences.

O*NET Task ID 2134

1.0
Answer telephone calls to take messages, answer questions, and provide information during non-business hours or when switchboard is closed.

O*NET Task ID 2137

1.0
Patrol industrial or commercial premises to prevent and detect signs of intrusion and ensure security of doors, windows, and gates.

O*NET Task ID 2131

0.0
Answer alarms and investigate disturbances.

O*NET Task ID 2132

0.0
Monitor and authorize entrance and departure of employees, visitors, and other persons to guard against theft and maintain security of premises.

O*NET Task ID 2133

0.0
Call police or fire departments in cases of emergency, such as fire or presence of unauthorized persons.

O*NET Task ID 2135

0.0
Circulate among visitors, patrons, or employees to preserve order and protect property.

O*NET Task ID 2136

0.0
Warn persons of rule infractions or violations, and apprehend or evict violators from premises, using force when necessary.

O*NET Task ID 2138

0.0
Operate detecting devices to screen individuals and prevent passage of prohibited articles into restricted areas.

O*NET Task ID 2139

0.0
Escort or drive motor vehicle to transport individuals to specified locations or to provide personal protection.

O*NET Task ID 2140

0.0
Inspect and adjust security systems, equipment, or machinery to ensure operational use and to detect evidence of tampering.

O*NET Task ID 2141

0.0
Monitor and adjust controls that regulate building systems, such as air conditioning, furnace, or boiler.

O*NET Task ID 2143

0.0
Lock doors and gates of entrances and exits to secure buildings.

O*NET Task ID 20894

0.0
Respond to medical emergencies by administering basic first aid or by obtaining assistance from paramedics.

O*NET Task ID 20895

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