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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

    0.41

    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 36%。

    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
Record address changes and redirect mail for those addresses.

O*NET Task ID 11347

1.0
Maintain accurate records of deliveries.

O*NET Task ID 11353

1.0
Answer customers' questions about postal services and regulations.

O*NET Task ID 11354

1.0
Enter change of address orders into computers that process forwarding address stickers.

O*NET Task ID 11359

1.0
Complete forms that notify publishers of address changes.

O*NET Task ID 11360

1.0
Scan labels on letters or parcels to confirm receipt.

O*NET Task ID 20906

0.5
Obtain signed receipts for registered, certified, and insured mail, collect associated charges, and complete any necessary paperwork.

O*NET Task ID 11341

0.0
Sort mail for delivery, arranging it in delivery sequence.

O*NET Task ID 11342

0.0
Deliver mail to residences and business establishments along specified routes by walking or driving, using a combination of satchels, carts, cars, and small trucks.

O*NET Task ID 11343

0.0
Return to the post office with mail collected from homes, businesses, and public mailboxes.

O*NET Task ID 11344

0.0
Turn in money and receipts collected along mail routes.

O*NET Task ID 11345

0.0
Sign for cash-on-delivery and registered mail before leaving the post office.

O*NET Task ID 11346

0.0
Hold mail for customers who are away from delivery locations.

O*NET Task ID 11348

0.0
Bundle mail in preparation for delivery or transportation to relay boxes.

O*NET Task ID 11349

0.0
Leave notices telling patrons where to collect mail that could not be delivered.

O*NET Task ID 11350

0.0
Meet schedules for the collection and return of mail.

O*NET Task ID 11351

0.0
Return incorrectly addressed mail to senders.

O*NET Task ID 11352

0.0
Provide customers with change of address cards and other forms.

O*NET Task ID 11355

0.0
Report any unusual circumstances concerning mail delivery, including the condition of street letter boxes.

O*NET Task ID 11356

0.0
Register, certify, and insure parcels and letters.

O*NET Task ID 11357

0.0
Travel to post offices to pick up the mail for routes or pick up mail from postal relay boxes.

O*NET Task ID 11358

0.0
Sell stamps and money orders.

O*NET Task ID 11361

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