图书馆助理
办公与行政支持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
- 数据来源: Anthropic发布时间: 2026-03
0.098
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: 2025
0.46
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 24%。
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.
| Task | βE1 + 0.5 × E2 |
|---|---|
Enter and update patrons' records on computers.O*NET Task ID 2643 | 1.0 |
Maintain records of items received, stored, issued, and returned and file catalog cards according to system used.O*NET Task ID 2650 | 1.0 |
Classify and catalog items according to content and purpose.O*NET Task ID 2654 | 1.0 |
Send out notices and accept fine payments for lost or overdue books.O*NET Task ID 2656 | 1.0 |
Prepare, store, and retrieve classification and catalog information, lecture notes, or other information related to stored documents, using computers.O*NET Task ID 2658 | 1.0 |
Review records, such as microfilm and issue cards, to identify titles of overdue materials and delinquent borrowers.O*NET Task ID 2661 | 1.0 |
Select substitute titles when requested materials are unavailable, following criteria such as age, education, and interests.O*NET Task ID 2662 | 1.0 |
Perform clerical activities, such as answering phones, sorting mail, filing, typing, word processing, and photocopying and mailing out material.O*NET Task ID 18770 | 1.0 |
Perform accounting and bookkeeping activities, such as invoicing, maintaining financial records, budgeting, and handling cash.O*NET Task ID 18775 | 1.0 |
Prepare library statistics reports.O*NET Task ID 18778 | 1.0 |
Sort books, publications, and other items according to established procedure and return them to shelves, files, or other designated storage areas.O*NET Task ID 2645 | 0.0 |
Take action to deal with disruptive or problem patrons.O*NET Task ID 2653 | 0.0 |
Operate and maintain audio-visual equipment.O*NET Task ID 2660 | 0.0 |
Deliver and retrieve items to and from departments by hand or using push carts.O*NET Task ID 2664 | 0.0 |
Place books in mailing containers, affix address labels, and secure containers with straps for mailing to blind library patrons.O*NET Task ID 2666 | 0.0 |
Open and close library during specified hours and secure library equipment, such as computers and audio-visual equipment.O*NET Task ID 18769 | 0.0 |
Maintain library equipment, such as photocopiers, scanners, and computers, and instruct patrons in proper use of such equipment.O*NET Task ID 18772 | 0.0 |
Repair books using mending tape, paste, and brushes or prepare books to be sent to a bindery for repair.O*NET Task ID 18776 | 0.0 |
Plan or participate in library events and programs, such as story time with children.O*NET Task ID 21077 | 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