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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

    0.17

    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 91%。

    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
Obtain burial permits and register deaths.

O*NET Task ID 4516

1.0
Provide advice to mourners on how to make charitable donations in honor of the deceased.

O*NET Task ID 4523

1.0
Perform various administrative tasks, such as typing documents or answering telephone calls.

O*NET Task ID 20599

1.0
Manage funeral home finances, including receiving payments, making bank deposits, or performing general bookkeeping duties.

O*NET Task ID 20604

1.0
Obtain doctors' signatures on death certificate and complete other paperwork, such as insurance claims forms.

O*NET Task ID 20605

1.0
Prepare obituaries for newspapers.

O*NET Task ID 20607

1.0
Perform a variety of tasks during funerals to assist funeral directors and to ensure that services run smoothly and as planned.

O*NET Task ID 4511

0.0
Greet people at the funeral home.

O*NET Task ID 4512

0.0
Offer assistance to mourners as they enter or exit limousines.

O*NET Task ID 4513

0.0
Close caskets at appropriate point in services.

O*NET Task ID 4514

0.0
Direct or escort mourners to parlors or chapels in which wakes or funerals are being held.

O*NET Task ID 4517

0.0
Place caskets in parlors or chapels prior to wakes or funerals.

O*NET Task ID 4518

0.0
Clean and drive funeral vehicles, such as cars or hearses, in funeral processions.

O*NET Task ID 4519

0.0
Carry flowers to hearses or limousines for transportation to places of interment.

O*NET Task ID 4520

0.0
Clean funeral parlors or chapels.

O*NET Task ID 4521

0.0
Arrange floral offerings or lights around caskets.

O*NET Task ID 4522

0.0
Issue and store funeral equipment.

O*NET Task ID 4525

0.0
Assist with cremations and the processing and packaging of cremated remains.

O*NET Task ID 4526

0.0
Act as pallbearers.

O*NET Task ID 4527

0.0
Transport the deceased to the funeral home.

O*NET Task ID 20597

0.0
Attend to the needs of the bereaved, such as by offering comfort, counseling, or after-care programs.

O*NET Task ID 20598

0.0
Supervise funeral processions and assist with cemetery parking.

O*NET Task ID 20600

0.0
Deliver floral arrangements or other items to family members of the deceased.

O*NET Task ID 20601

0.0
Perform general maintenance tasks for funeral homes, such as maintaining equipment or caring for funeral grounds.

O*NET Task ID 20602

0.0
Embalm, dress, cosmeticize, and casket the deceased.

O*NET Task ID 20603

0.0
Meet with family members to plan the funeral.

O*NET Task ID 20606

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