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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

    0.092

    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

    0.37

    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 53%。

    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
Write and edit news stories from information collected by reporters and other sources.

O*NET Task ID 22514

1.0
"Consult with writers, producers, or actors about script changes or ""workshop"" scripts, through rehearsal with writers and actors to create final drafts."

O*NET Task ID 22524

1.0
Compile scripts, program notes, and other material related to productions.

O*NET Task ID 22528

1.0
Perform administrative duties, such as preparing operational reports, distributing rehearsal call sheets and script copies, and arranging for rehearsal quarters.

O*NET Task ID 22529

1.0
Compose and edit scripts or provide screenwriters with story outlines from which scripts can be written.

O*NET Task ID 22533

1.0
Write and submit proposals to bid on contracts for projects.

O*NET Task ID 22539

1.0
Plan details such as framing, composition, camera movement, sound, and actor movement for each shot or scene.

O*NET Task ID 22515

0.5
Coordinate the activities of writers, directors, managers, and other personnel throughout the production process.

O*NET Task ID 22518

0.5
Study and research scripts to determine how they should be directed.

O*NET Task ID 22519

0.5
Confer with technical directors, managers, crew members, and writers to discuss details of production, such as photography, script, music, sets, and costumes.

O*NET Task ID 22521

0.5
Communicate to actors the approach, characterization, and movement needed for each scene in such a way that rehearsals and takes are minimized.

O*NET Task ID 22516

0.0
Direct live broadcasts, films and recordings, or non-broadcast programming for public entertainment or education.

O*NET Task ID 22517

0.0
Supervise and coordinate the work of camera, lighting, design, and sound crew members.

O*NET Task ID 22520

0.0
Conduct meetings with staff to discuss production progress and to ensure production objectives are attained.

O*NET Task ID 22527

0.0
Resolve personnel problems that arise during the production process by acting as liaisons between dissenting parties when necessary.

O*NET Task ID 22530

0.0
Hold auditions for parts or negotiate contracts with actors determined suitable for specific roles.

O*NET Task ID 22542

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