AI exposure Management
Will AI replace legislators?
Legislators. US occupation 11-1031.
The reading
0.0%
of the time legislators spend on their work goes on tasks where AI is already being used to do that work.of legislators' working hours go on tasks AI has already started taking off their plate.
Ranked 346 of 756 US occupations. No AI use seen in the work yet, along with 410 other occupations.No handover started yet, along with 410 other occupations.
Per cent of working time Square-law scale
Average US job 7.7%
Among the least exposed jobs there are.Still waiting for liberation.
What AI already does for legislatorsWhat legislators no longer do alone
O*NET lists 30 tasks for legislators. None of them shows meaningful AI use at work yet.
What it does not touch, yetWhat still needs a human
30 of the 30 tasks show no AI use at work in the data.
- Alert constituents of government actions and programs by way of newsletters, personal appearances at town meetings, phone calls, and individual meetings.
- Analyze and understand the local and national implications of proposed legislation.
- Appoint nominees to leadership posts, or approve such appointments.
- Attend receptions, dinners, and conferences to meet people, exchange views and information, and develop working relationships.
- Conduct "head counts" to help predict the outcome of upcoming votes.
- Confer with colleagues to formulate positions and strategies pertaining to pending issues.
Show the other 24
- Debate the merits of proposals and bill amendments during floor sessions, following the appropriate rules of procedure.
- Determine campaign strategies for media advertising, positions on issues, and public appearances.
- Develop expertise in subject matters related to committee assignments.
- Encourage and support party candidates for political office.
- Establish personal offices in local districts or states, and manage office staff.
- Evaluate the structure, efficiency, activities, and performance of government agencies.
- Hear testimony from constituents, representatives of interest groups, board and commission members, and others with an interest in bills or issues under consideration.
- Keep abreast of the issues affecting constituents by making personal visits and phone calls, reading local newspapers, and viewing or listening to local broadcasts.
- Maintain knowledge of relevant national and international current events.
- Make decisions that balance the perspectives of private citizens, public officials, and party leaders.
- Negotiate with colleagues or members of other political parties in order to reconcile differing interests, and to create policies and agreements.
- Organize and maintain campaign organizations and fundraisers, in order to raise money for election or re-election.
- Oversee expense allowances, ensuring that accounts are balanced at the end of each fiscal year.
- Prepare drafts of amendments, government policies, laws, rules, regulations, budgets, programs and procedures.
- Promote the industries and products of their electoral districts.
- Read and review concerns of constituents or the general public and determine if governmental action is necessary.
- Represent their government at local, national, and international meetings and conferences.
- Represent their parties in negotiations with political executives or members of other parties, and when speaking with the media.
- Review bills in committee, and make recommendations about their future.
- Seek federal funding for local projects and programs.
- Serve on commissions, investigative panels, study groups, and committees in order to examine specialized areas and recommend action.
- Speak to students to encourage and support the development of future political leaders.
- Vote on motions, amendments, and decisions on whether or not to report a bill out from committee to the assembly floor.
- Write, prepare, and deliver statements for the Congressional Record.
How that compares
Among the 35 management occupations, legislators rank 34. The group averages 9.8%, and its most exposed job is Financial Managers at 39.1%. The average US occupation sits at 7.7%.
Level with 0.0%
What this does and does not mean
Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.
A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.
Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.