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AI暴露度

  • 数据来源: BLS发布时间: 2026-08

    · 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

    0.357

    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

    0.49

    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 21%。

    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

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
Implement and maintain configuration control systems.

O*NET Task ID 6895

1.0
Design complex graphics and animation, using independent judgment, creativity, and computer equipment.

O*NET Task ID 6882

0.5
Create two-dimensional and three-dimensional images depicting objects in motion or illustrating a process, using computer animation or modeling programs.

O*NET Task ID 6883

0.5
Make objects or characters appear lifelike by manipulating light, color, texture, shadow, and transparency, or manipulating static images to give the illusion of motion.

O*NET Task ID 6884

0.5
Assemble, typeset, scan, and produce digital camera-ready art or film negatives and printer's proofs.

O*NET Task ID 6885

0.5
Apply story development, directing, cinematography, and editing to animation to create storyboards that show the flow of the animation and map out key scenes and characters.

O*NET Task ID 6886

0.5
Script, plan, and create animated narrative sequences under tight deadlines, using computer software and hand drawing techniques.

O*NET Task ID 6887

0.5
Create basic designs, drawings, and illustrations for product labels, cartons, direct mail, or television.

O*NET Task ID 6888

0.5
Create pen-and-paper images to be scanned, edited, colored, textured, or animated by computer.

O*NET Task ID 6889

0.5
Develop briefings, brochures, multimedia presentations, web pages, promotional products, technical illustrations, and computer artwork for use in products, technical manuals, literature, newsletters, and slide shows.

O*NET Task ID 6890

0.5

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