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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

    0.022

    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

    0.39

    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 44%。

    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
Read search requests to ascertain types of title evidence required and to obtain descriptions of properties and names of involved parties.

O*NET Task ID 9232

1.0
Copy or summarize recorded documents, such as mortgages, trust deeds, and contracts, that affect property titles.

O*NET Task ID 9233

1.0
Enter into record-keeping systems appropriate data needed to create new title records or to update existing ones.

O*NET Task ID 9238

1.0
Prepare lists of all legal instruments applying to a specific piece of land and the buildings on it.

O*NET Task ID 9230

0.5
Examine documentation such as mortgages, liens, judgments, easements, plat books, maps, contracts, and agreements to verify factors such as properties' legal descriptions, ownership, or restrictions.

O*NET Task ID 9231

0.5
Examine individual titles to determine if restrictions, such as delinquent taxes, will affect titles and limit property use.

O*NET Task ID 9234

0.5
Prepare reports describing any title encumbrances encountered during searching activities and outlining actions needed to clear titles.

O*NET Task ID 9235

0.5
Verify accuracy and completeness of land-related documents accepted for registration, preparing rejection notices when documents are not acceptable.

O*NET Task ID 9236

0.5
Direct activities of workers who search records and examine titles, assigning, scheduling, and evaluating work, and providing technical guidance as necessary.

O*NET Task ID 9239

0.5
Obtain maps or drawings delineating properties from company title plants, county surveyors, or assessors' offices.

O*NET Task ID 9240

0.5
Confer with realtors, lending institution personnel, buyers, sellers, contractors, surveyors, and courthouse personnel to exchange title-related information or to resolve problems.

O*NET Task ID 9237

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