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AI暴露度

  • 数据来源: BLS发布时间: 2026-08

    中等· 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

    0.24

    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 79%。

    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
Describe menu items to customers, or suggest products that might appeal to them.

O*NET Task ID 17585

1.0
Provide customers with product details, such as coffee blend or preparation descriptions.

O*NET Task ID 17587

1.0
Create signs to advertise store products or events.

O*NET Task ID 17595

0.5
Prepare or serve hot or cold beverages, such as coffee, espresso drinks, blended coffees, or teas.

O*NET Task ID 17581

0.0
Clean or sanitize work areas, utensils, or equipment.

O*NET Task ID 17582

0.0
Clean service or seating areas.

O*NET Task ID 17583

0.0
Check temperatures of freezers, refrigerators, or heating equipment to ensure proper functioning.

O*NET Task ID 17584

0.0
Order, receive, or stock supplies or retail products.

O*NET Task ID 17586

0.0
Receive and process customer payments.

O*NET Task ID 17588

0.0
Serve prepared foods, such as muffins, biscotti, or bagels.

O*NET Task ID 17589

0.0
Stock customer service stations with paper products or beverage preparation items.

O*NET Task ID 17590

0.0
Take customer orders and convey them to other employees for preparation.

O*NET Task ID 17591

0.0
Take out garbage.

O*NET Task ID 17592

0.0
Weigh, grind, or pack coffee beans for customers.

O*NET Task ID 17593

0.0
Wrap, label, or date food items for sale.

O*NET Task ID 17594

0.0
Demonstrate the use of retail equipment, such as espresso machines.

O*NET Task ID 17596

0.0
Prepare or serve menu items, such as sandwiches or salads.

O*NET Task ID 17597

0.0
Set up or restock product displays.

O*NET Task ID 17598

0.0
Slice fruits, vegetables, desserts, or meats for use in food service.

O*NET Task ID 17599

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