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AI暴露度

  • 数据来源: BLS发布时间: 2026-08

    很高· 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

    0.017

    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

    0.57

    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 7%。

    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
Determine method of shipment and prepare bills of lading, invoices, and other shipping documents.

O*NET Task ID 8192

1.0
Estimate freight or postal rates and record shipment costs and weights.

O*NET Task ID 8194

1.0
Enter shipping information into a computer by hand or by a hand-held scanner that reads bar codes on goods.

O*NET Task ID 8195

1.0
Check import or export documentation to determine cargo contents and use tariff coding system to classify goods according to fee or tariff group.

O*NET Task ID 20273

1.0
Prepare manifests showing numbers of airplane passengers and baggage, mail, and freight weights, transmitting data to destinations.

O*NET Task ID 20274

1.0
Negotiate and arrange transport of goods with shipping or freight companies.

O*NET Task ID 8188

0.5
Advise clients on transportation and payment methods.

O*NET Task ID 8190

0.5
Retrieve stored items and trace lost shipments as necessary.

O*NET Task ID 8196

0.5
Inspect and count items received and check them against invoices or other documents, recording shortages and rejecting damaged goods.

O*NET Task ID 8199

0.5
Keep records of all goods shipped, received, and stored.

O*NET Task ID 8201

0.5
Pack goods for shipping, using tools such as staplers, strapping machines, and hammers.

O*NET Task ID 8197

0.0
Direct delivery trucks to shipping doors or designated marshaling areas and help load and unload goods safely.

O*NET Task ID 8198

0.0
Install straps, braces, and padding to loads to prevent shifting or damage during shipment.

O*NET Task ID 8200

0.0
Coordinate and supervise activities of workers engaged in packing and shipping merchandise.

O*NET Task ID 8202

0.0
Direct or participate in cargo loading to ensure completeness of load and even distribution of weight.

O*NET Task ID 8204

0.0
Open cargo containers and unwrap contents, using steel cutters, crowbars, or other hand tools.

O*NET Task ID 8205

0.0
Attach address labels, identification codes, and shipping instructions to containers.

O*NET Task ID 8206

0.0
Route received goods to first available flight or to appropriate storage areas or departments, using forklifts, hand trucks, or other equipment.

O*NET Task ID 8208

0.0
Maintain a supply of packing materials.

O*NET Task ID 8209

0.0
Assemble containers and crates used to transport items, such as machines or vehicles.

O*NET Task ID 8210

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