法律调解员
法律AI暴露度
- 数据来源: BLS发布时间: 2026-08
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: 2026-03
0.243
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
0.37
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%。
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 % |
|---|---|
Use mediation techniques to facilitate communication between disputants, to further parties' understanding of different perspectives, and to guide parties toward mutual agreement.23-1022 | 0.031227.9 |
Confer with disputants to clarify issues, identify underlying concerns, and develop an understanding of their respective needs and interests.23-1022 | 0.024321.7 |
Prepare written opinions or decisions regarding cases.23-1022 | 0.021519.2 |
Research laws, regulations, policies, or precedent decisions to prepare for hearings.23-1022 | 0.013812.3 |
Apply relevant laws, regulations, policies, or precedents to reach conclusions.23-1022 | 0.00928.2 |
Prepare settlement agreements for disputants to sign.23-1022 | 0.00514.6 |
Set up appointments for parties to meet for mediation.23-1022 | 0.00484.3 |
Recommend acceptance or rejection of compromise settlement offers.23-1022 | 0.00211.8 |
| 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. | |
Evaluate information from documents such as claim applications, birth or death certificates, or physician or employer records. | —0 |
Interview claimants, agents, or witnesses to obtain information about disputed issues. | —0 |
Conduct initial meetings with disputants to outline the arbitration process, settle procedural matters such as fees, or determine details such as witness numbers or time requirements. | —0 |
Organize or deliver public presentations about mediation to organizations such as community agencies or schools. | —0 |
Rule on exceptions, motions, or admissibility of evidence. | —0 |
Participate in court proceedings. | —0 |
Issue subpoenas or administer oaths to prepare for formal hearings. | —0 |
Authorize payment of valid claims. | —0 |
Conduct studies of appeals procedures to ensure adherence to legal requirements or to facilitate disposition of cases. | —0 |
Specialize in the negotiation and resolution of environmental conflicts involving issues such as natural resource allocation or regional development planning. | —0 |
Conduct hearings to obtain information or evidence relative to disposition of claims. | —0 |
Determine extent of liability according to evidence, laws, or administrative or judicial precedents. | —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 |
|---|---|
Organize or deliver public presentations about mediation to organizations, such as community agencies or schools.O*NET Task ID 12997 | 1.0 |
Prepare written opinions or decisions regarding cases.O*NET Task ID 12999 | 1.0 |
Confer with disputants to clarify issues, identify underlying concerns, and develop an understanding of their respective needs and interests.O*NET Task ID 12993 | 0.5 |
Use mediation techniques to facilitate communication between disputants, to further parties' understanding of different perspectives, and to guide parties toward mutual agreement.O*NET Task ID 12994 | 0.5 |
Set up appointments for parties to meet for mediation.O*NET Task ID 12995 | 0.5 |
Prepare settlement agreements for disputants to sign.O*NET Task ID 12996 | 0.5 |
Rule on exceptions, motions, or admissibility of evidence.O*NET Task ID 13001 | 0.5 |
Evaluate information from documents, such as claim applications, birth or death certificates, or physician or employer records.O*NET Task ID 13003 | 0.5 |
Interview claimants, agents, or witnesses to obtain information about disputed issues.O*NET Task ID 13004 | 0.5 |
Research laws, regulations, policies, or precedent decisions to prepare for hearings.O*NET Task ID 13005 | 0.5 |
Participate in court proceedings.O*NET Task ID 13009 | 0.0 |
Issue subpoenas or administer oaths to prepare for formal hearings.O*NET Task ID 13010 | 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