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AI暴露度

  • 数据来源: BLS发布时间: 2026-08

    高· 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

    0.37

    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 53%。

    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
Examine objects to be included in exhibits to plan where and how to display them.

O*NET Task ID 9284

0.5
Acquire, or arrange for acquisition of, specimens or graphics required to complete exhibits.

O*NET Task ID 9285

0.5
Prepare rough drafts and scale working drawings of sets, including floor plans, scenery, and properties to be constructed.

O*NET Task ID 9286

0.5
Estimate set- or exhibit-related costs, including materials, construction, and rental of props or locations.

O*NET Task ID 9288

0.5
Develop set designs, based on evaluation of scripts, budgets, research information, and available locations.

O*NET Task ID 9289

0.5
Direct and coordinate construction, erection, or decoration activities to ensure that sets or exhibits meet design, budget, and schedule requirements.

O*NET Task ID 9290

0.5
Plan for location-specific issues, such as space limitations, traffic flow patterns, and safety concerns.

O*NET Task ID 9292

0.5
Submit plans for approval, and adapt plans to serve intended purposes, or to conform to budget or fabrication restrictions.

O*NET Task ID 9293

0.5
Prepare preliminary renderings of proposed exhibits, including detailed construction, layout, and material specifications, and diagrams relating to aspects such as special effects or lighting.

O*NET Task ID 9294

0.5
Collaborate with those in charge of lighting and sound so that those production aspects can be coordinated with set designs or exhibit layouts.

O*NET Task ID 9296

0.5
Confer with clients and staff to gather information about exhibit space, proposed themes and content, timelines, budgets, materials, or promotion requirements.

O*NET Task ID 9287

0.0
Inspect installed exhibits for conformance to specifications and satisfactory operation of special-effects components.

O*NET Task ID 9291

0.0
Select and purchase lumber and hardware necessary for set construction.

O*NET Task ID 9295

0.0
Coordinate the removal of sets, props, and exhibits after productions or events are complete.

O*NET Task ID 9299

0.0
Attend rehearsals and production meetings to obtain and share information related to sets.

O*NET Task ID 9306

0.0
Arrange for outside contractors to construct exhibit structures.

O*NET Task ID 9307

0.0
Coordinate the transportation of sets that are built off-site, and coordinate their setup at the site of use.

O*NET Task ID 9310

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