编辑
艺术、设计、娱乐与媒体AI暴露度
- 数据来源: BLS发布时间: '26.08
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
- 数据来源: Anthropic发布时间: '26.03
0.246
0.000此处所载数值的范围0.745尺度 · 母数 · 来源
- 数据来源: ILO发布时间: '25
0.54
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 13%。
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| Task | Claude.aiRaw / share % |
|---|---|
Prepare, rewrite and edit copy to improve readability, or supervise others who do this work.27-3041 | 1.004478.7 |
Read, evaluate and edit manuscripts or other materials submitted for publication and confer with authors regarding changes in content, style or organization, or publication.27-3041 | 0.11589.1 |
Develop story or content ideas, considering reader or audience appeal.27-3041 | 0.07145.6 |
Allocate print space for story text, photos, and illustrations according to space parameters and copy significance, using knowledge of layout principles.27-3041 | 0.05064.0 |
Make manuscript acceptance or revision recommendations to the publisher.27-3041 | 0.01210.9 |
Read material to determine index items and arrange them alphabetically or topically, indicating page or chapter location.27-3041 | 0.00820.6 |
Review and approve proofs submitted by composing room prior to publication production.27-3041 | 0.00770.6 |
Plan the contents of publications according to the publication's style, editorial policy, and publishing requirements.27-3041 | 0.00560.4 |
| Not observed on any surface — 12 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | |
Read copy or proof to detect and correct errors in spelling, punctuation, and syntax. | —0 |
Verify facts, dates, and statistics, using standard reference sources. | —0 |
Oversee publication production, including artwork, layout, computer typesetting, and printing, ensuring adherence to deadlines and budget requirements. | —0 |
Confer with management and editorial staff members regarding placement and emphasis of developing news stories. | —0 |
Assign topics, events and stories to individual writers or reporters for coverage. | —0 |
Monitor news-gathering operations to ensure utilization of all news sources, such as press releases, telephone contacts, radio, television, wire services, and other reporters. | —0 |
Meet frequently with artists, typesetters, layout personnel, marketing directors, and production managers to discuss projects and resolve problems. | —0 |
Supervise and coordinate work of reporters and other editors. | —0 |
Select local, state, national, and international news items received from wire services, based on assessment of items' significance and interest value. | —0 |
Interview and hire writers and reporters or negotiate contracts, royalties, and payments for authors or freelancers. | —0 |
Direct the policies and departments of newspapers, magazines and other publishing establishments. | —0 |
Arrange for copyright permissions. | —0 |
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.
| Task | βE1 + 0.5 × E2 |
|---|---|
Prepare, rewrite and edit copy to improve readability, or supervise others who do this work.O*NET Task ID 1776 | 1.0 |
Read copy or proof to detect and correct errors in spelling, punctuation, and syntax.O*NET Task ID 1777 | 1.0 |
Develop story or content ideas, considering reader or audience appeal.O*NET Task ID 1782 | 1.0 |
Read, evaluate and edit manuscripts or other materials submitted for publication, and confer with authors regarding changes in content, style or organization, or publication.O*NET Task ID 1786 | 1.0 |
Make manuscript acceptance or revision recommendations to the publisher.O*NET Task ID 1790 | 1.0 |
Read material to determine index items and arrange them alphabetically or topically, indicating page or chapter location.O*NET Task ID 1795 | 1.0 |
Write text, such as stories, articles, editorials, or newsletters.O*NET Task ID 21000 | 1.0 |
Allocate print space for story text, photos, and illustrations according to space parameters and copy significance, using knowledge of layout principles.O*NET Task ID 1778 | 0.5 |
Plan the contents of publications according to the publication's style, editorial policy, and publishing requirements.O*NET Task ID 1779 | 0.5 |
Verify facts, dates, and statistics, using standard reference sources.O*NET Task ID 1780 | 0.5 |
Meet frequently with artists, typesetters, layout personnel, marketing directors, and production managers to discuss projects and resolve problems.O*NET Task ID 1788 | 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®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page
Occupation information
与本职业相关的近期变化
2026年3月: Brookings research shows copyediting and proofreading freelancers face significant AI displacement — high-skilled editors hit harder than junior ones, reversing historical technology disruption patterns.
[来源: Brookings Institution (Hui & Reshef, 2025)]2026年3月: Corporate expense data shows 97% cost saving when firms switch from human contractors to AI, reducing demand for contract editing work.
[来源: Stevens (2026) arXiv]2026年3月: Published evergreen blog post analyzing AI impact on editors: 65% exposure, 52% automation risk.
[来源: AI Changing Work Blog]