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AI暴露度

  • 数据来源: BLS发布时间: 2026-08

    很高· 相对

    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

    0.386

    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

    0.54

    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 13%。

    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
Operate communication systems, such as telephone, switchboard, intercom, two-way radio, or public address.

O*NET Task ID 4630

1.0
Page individuals to inform them of telephone calls, using paging or interoffice communication equipment.

O*NET Task ID 4633

1.0
Relay or route written or verbal messages.

O*NET Task ID 4634

1.0
Place telephone calls or arrange conference calls as instructed.

O*NET Task ID 4635

1.0
Keep records of calls placed and charges incurred.

O*NET Task ID 4639

1.0
Record messages, suggesting rewording for clarity or conciseness.

O*NET Task ID 4640

1.0
Stamp messages with time and date and file them appropriately.

O*NET Task ID 4641

1.0
Answer simple questions about clients' businesses, using reference files.

O*NET Task ID 4642

1.0
Complete forms for sales orders.

O*NET Task ID 4643

1.0
Perform various data entry or word processing tasks, such as updating phone directories, typing or proofreading documents, or creating schedules.

O*NET Task ID 20427

1.0
Monitor alarm systems to ensure that secure conditions are maintained.

O*NET Task ID 4637

0.0
Contact security staff members when necessary, using radio-telephones.

O*NET Task ID 4638

0.0
Process incoming or outgoing mail, packages, or deliveries.

O*NET Task ID 20428

0.0
Greet visitors, log them in and out of the facility, assign them security badges, and contact employee escorts.

O*NET Task ID 20431

0.0
Perform various cash handling tasks, such as collecting payments, making bank deposits, or managing petty cash.

O*NET Task ID 20432

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