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JOB REPORT / 23-1023 · 21 TASKS

Judges, Magistrate Judges, and Magistrates.

Can AI do the work of Judges, Magistrate Judges, and Magistrates?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

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How many tasks do you use AI to assist with at work?

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The mark shows what’s typical for this job.

The parts of your job AI can already do most of:

  • Read documents on pleadings and motions to ascertain facts…
  • Provide information regarding the judicial system or other legal…
  • Write decisions on cases

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A guided certificate program in AI-assisted Judges, Magistrate Judges, and Magistrates work. It covers the 20 AI-affected parts of your job and ends in a capstone a person reviews.

WHAT WE LOOKED AT

Your job, task by task.

20 of 21 tasks reviewed

This job has 21 core tasks. We went through 20 of them, one at a time.

Task by task, from the work Judges, Magistrate Judges, and Magistrates actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

  1. TASK 01

    Read documents on pleadings and motions to ascertain facts and issues.

    AI DOES

    Summarizes key facts, flags issues, and organizes arguments from lengthy legal filings

    YOU DO

    Personally review documents and apply judicial judgment to what matters legally

  2. TASK 02

    Provide information regarding the judicial system or other legal issues through the media and public speeches.

    AI DOES

    Drafts talking points, summaries, and background research on legal topics

    YOU DO

    Bring personal authority and judgment to every public statement

  3. TASK 03SOURCE-BACKED TASK

    Write decisions on cases.

    AI DOES

    Drafts legal reasoning and cites relevant precedents

    YOU DO

    Weigh facts, apply wisdom, own the judgment

    About this analysis

    68% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  4. TASK 04

    Interpret and enforce rules of procedure or establish new rules in situations where there are no procedures already established by law.

    AI DOES

    Searches procedural rules, flags relevant precedents, and drafts rule language for review

    YOU DO

    Exercise the legal authority and judgment that only a sitting judge can apply

  5. TASK 05

    Rule on admissibility of evidence and methods of conducting testimony.

    AI DOES

    Searches relevant precedents, summarizes evidentiary rules, and flags potential issues fast

    YOU DO

    Apply judgment, balance fairness, and make the final binding call in court

  6. TASK 06

    Award compensation for damages to litigants in civil cases in relation to findings by juries or by the court.

    AI DOES

    Looks up comparable case awards, damage formulas, and legal precedents to inform the decision

    YOU DO

    Apply judicial discretion, weigh fairness, and sign the official legal order

  7. TASK 07

    Settle disputes between opposing attorneys.

    AI DOES

    Summarizes legal arguments, finds relevant case law, and drafts procedural options

    YOU DO

    Stay in the room, read the moment, and use your authority to make a binding call

  8. TASK 08

    Instruct juries on applicable laws, direct juries to deduce the facts from the evidence presented, and hear their verdicts.

    AI DOES

    Drafts and reviews jury instructions for legal accuracy and plain language

    YOU DO

    Stand in the courtroom, read the jury, and deliver binding legal guidance with authority

  9. TASK 09

    Impose restrictions upon parties in civil cases until trials can be held.

    AI DOES

    Drafts temporary restraining orders and researches relevant case law and standards

    YOU DO

    Weigh the facts, apply legal authority, and sign binding orders with full accountability

  10. TASK 10

    Sentence defendants in criminal cases, on conviction by jury, according to applicable government statutes.

    AI DOES

    Looks up sentencing guidelines, pulls comparable cases, and flags relevant statutes

    YOU DO

    Weigh all the human factors and apply legal authority only a judge holds

  11. TASK 11

    Rule on custody and access disputes, and enforce court orders regarding custody and support of children.

    AI DOES

    Drafts legal summaries, flags relevant case law, and organizes case facts

    YOU DO

    Weigh each family's unique circumstances and make binding legal decisions that affect children's lives

  12. TASK 12

    Grant divorces and divide assets between spouses.

    AI DOES

    Summarizes financial records, researches relevant statutes, and drafts preliminary asset division options

    YOU DO

    Apply legal judgment, weigh fairness, and sign binding court orders

  13. TASK 13

    Monitor proceedings to ensure that all applicable rules and procedures are followed.

    AI DOES

    Flags procedural issues in transcripts and helps research applicable rules quickly

    YOU DO

    Stay present in the courtroom and make real-time rulings with legal authority

  14. TASK 14

    Conduct preliminary hearings to decide issues, such as whether there is reasonable and probable cause to hold defendants in felony cases.

    AI DOES

    Summarizes case law, flags relevant precedents, and organizes case facts quickly

    YOU DO

    Weigh live testimony, read the room, and make the legal call in real time

  15. TASK 15

    Participate in judicial tribunals to help resolve disputes.

    AI DOES

    Pulls relevant case law, summarizes arguments, and flags legal precedents

    YOU DO

    Weigh witness credibility and apply human judgment to reach a binding decision

  16. TASK 16

    Issue arrest warrants.

    AI DOES

    Summarizes affidavits and flags missing probable cause elements

    YOU DO

    Apply independent legal judgment and sign the official order

  17. TASK 17

    Supervise other judges, court officers, and the court's administrative staff.

    AI DOES

    Drafts schedules, flags performance data, and summarizes administrative reports

    YOU DO

    Make final calls on staff issues and leadership decisions that require legal authority and human trust

  18. TASK 18SOURCE-BACKED TASK

    Research legal issues and write opinions on the issues.

    AI DOES

    Finds cases, statutes, and drafts initial analysis

    YOU DO

    Apply judgment to complex legal reasoning

    About this analysis

    29% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  19. TASK 19

    Preside over hearings and listen to allegations made by plaintiffs to determine whether the evidence supports the charges.

    AI DOES

    Summarizes case documents, flags relevant precedents, and organizes evidence before hearings

    YOU DO

    Stay present in the courtroom and apply legal judgment to what you see and hear in real time

  20. TASK 20SOURCE-BACKED TASK

    Advise attorneys, juries, litigants, and court personnel regarding conduct, issues, and proceedings.

    AI DOES

    Researches precedents and drafts procedural guidance

    YOU DO

    Apply wisdom and ensure fairness

    About this analysis

    0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

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Data sources and attribution

This page includes information from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. rtwoai has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.

Wage and employment figures are from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (2025). Job outlook is from the BLS Employment Projections program, 2024–34. BLS data are in the public domain. BLS has not reviewed or endorsed this page.

Task collaboration data is from the Anthropic Economic Index, release 2025-03-27, used under the CC BY 4.0 license. Anthropic has not reviewed or endorsed this page.

How we describe AI use in each task is our own characterization, not a measurement of whether AI can replace this job. Microsoft note that their metrics "should not be misconstrued or misrepresented as measuring the ability of AI to replace jobs," and that there is more to an occupation than the sum of its tasks.

Can AI do the work of Judges, Magistrate Judges, and Magistrates? — rtwoai