保护科学家

生命、物理与社会科学

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

    0.38

    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 48%。

    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
Advise land users, such as farmers or ranchers, on plans, problems, or alternative conservation solutions.

O*NET Task ID 22134

0.5
Monitor projects during or after construction to ensure projects conform to design specifications.

O*NET Task ID 22135

0.5
Visit areas affected by erosion problems to identify causes or determine solutions.

O*NET Task ID 22136

0.5
Apply principles of specialized fields of science, such as agronomy, soil science, forestry, or agriculture, to achieve conservation objectives.

O*NET Task ID 22138

0.5
Gather information from geographic information systems (GIS) databases or applications to formulate land use recommendations.

O*NET Task ID 22139

0.5
Compute design specifications for implementation of conservation practices, using survey or field information, technical guides or engineering manuals.

O*NET Task ID 22140

0.5
Participate on work teams to plan, develop, or implement programs or policies for improving environmental habitats, wetlands, or groundwater or soil resources.

O*NET Task ID 22141

0.5
Conduct fact-finding or mediation sessions among government units, landowners, or other agencies to resolve disputes.

O*NET Task ID 22142

0.5
Respond to complaints or questions on wetland jurisdiction, providing information or clarification.

O*NET Task ID 22144

0.5
Compute cost estimates of different conservation practices, based on needs of land users, maintenance requirements, or life expectancy of practices.

O*NET Task ID 22145

0.5
Implement soil or water management techniques, such as nutrient management, erosion control, buffers, or filter strips, in accordance with conservation plans.

O*NET Task ID 22133

0.0
Develop or maintain working relationships with local government staff or board members.

O*NET Task ID 22137

0.0
Revisit land users to view implemented land use practices or plans.

O*NET Task ID 22143

0.0
Manage field offices or involve staff in cooperative ventures.

O*NET Task ID 22152

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