AI exposure: Judicial Law Clerks
Assist judges in court or by conducting research or preparing legal documents.
Reading this score
computed37.0% of this occupation's weighted task load is exposed, which puts Judicial Law Clerks at the 65th percentile of 923 occupations. The capability is largely there. Its average task scores 2.6 out of 4 on what a current system can produce, and the frictions that hold other jobs in place are comparatively weak here.
What holds the line here is accountability. Across this occupation's 18 tasks it averages 1.86 out of 3, the highest of the five friction dimensions. In plain terms, someone licensed has to sign the work. Capability and permission are different things. Where a statute or a professional body requires a named, liable human to approve the output, the work can be drafted by a machine and still require the person.
The most exposed thing this job does is Enter information into computerized court calendar, filing, or case management systems, at 86.7%. The least is Communicate with counsel regarding case management or procedural requirements, at 0.0%. A gap of 86.7% between two parts of the same job is the reason this index publishes at task level. An occupation-wide number would have hidden both.
Within legal occupations, this one is more exposed than most. The median across the 7 roles in the group is 20.1%, and only 1 of them score higher than this. Occupational families are not uniform, and the spread inside them is often wider than the gap between them.
What would move this score. Of 18 tasks, 9 are currently banded exposed, 6 assisted and 3 untouched. For that distribution to shift materially would take a change in who is permitted to sign the work, which is a question for regulators rather than for engineers. The score is re-computed every quarter against a fresh capability reference, and the change is published rather than quietly applied.
Task by task
18 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Enter information into computerized court calendar, filing, or case management systems. | 86.7% | 13.3% | 0.0% | 3.62 | exposed |
| Verify that all files, complaints, or other papers are available and in the proper order. | 50.0% | 25.0% | 25.0% | 3.52 | exposed |
| Coordinate judges' meeting and appointment schedules. | 50.0% | 25.0% | 25.0% | 3.14 | exposed |
| Review dockets of pending litigation to ensure adequate progress. | 47.5% | 27.5% | 25.0% | 3.51 | exposed |
| Confer with judges concerning legal questions, construction of documents, or granting of orders. | 45.0% | 30.0% | 25.0% | 4.64 | exposed |
| Respond to questions from judicial officers or court staff on general legal issues. | 45.0% | 30.0% | 25.0% | 3.25 | exposed |
| Participate in conferences or discussions between trial attorneys and judges. | 45.0% | 30.0% | 25.0% | 2.83 | exposed |
| Maintain judges' law libraries by assembling or updating appropriate documents. | 42.5% | 32.5% | 25.0% | 2.29 | exposed |
| Prepare periodic reports on court proceedings, as required. | 40.0% | 35.0% | 25.0% | 2.74 | exposed |
| Prepare briefs, legal memoranda, or statements of issues involved in cases, including appropriate suggestions or recommendations. | 37.5% | 37.5% | 25.0% | 4.85 | assisted |
| Draft or proofread judicial opinions, decisions, or citations. | 37.5% | 37.5% | 25.0% | 4.81 | assisted |
| Research laws, court decisions, documents, opinions, briefs, or other information related to cases before the court. | 35.0% | 40.0% | 25.0% | 4.84 | assisted |
| Review complaints, petitions, motions, or pleadings that have been filed to determine issues involved or basis for relief. | 35.0% | 40.0% | 25.0% | 4.64 | assisted |
| Attend court sessions to hear oral arguments or record necessary case information. | 35.0% | 40.0% | 25.0% | 3.98 | assisted |
| Perform courtroom duties, including calling calendars, administering oaths, and swearing in jury panels and witnesses. | 18.8% | 18.8% | 62.5% | 2.22 | untouched |
| Keep abreast of changes in the law and inform judges when cases are affected by such changes. | 16.7% | 33.3% | 50.0% | 4.13 | assisted |
| Supervise law students, volunteers, or other personnel assigned to the court. | 8.3% | 16.7% | 75.0% | 2.63 | untouched |
| Communicate with counsel regarding case management or procedural requirements. | 0.0% | 0.0% | 100.0% | 3.39 | untouched |
Task text and importance ratings sourced from O*NET 31.0. Shares computed. The occupation score is the importance-weighted mean.
Where the score comes from
judgedEvery task is scored through the standardised work activities it maps to. These are this occupation’s averages on the six rubric dimensions. Capability is what AI can do; the other five are what stands in the way.
| Dimension | Mean | Scale |
|---|---|---|
| Capability | 2.64 | 0-4 |
| Embodiment | 0.44 | 0-3 |
| Presence | 1.22 | 0-3 |
| Accountability | 1.86 | 0-3 |
| Context | 1.78 | 0-3 |
| Verification cost | 1.83 | 0-3 |
What this means in practice
Where most of a role's weighted task load is exposed, the work that survives is usually the part of the job nobody wrote into the job description: deciding what should be produced rather than producing it, and being answerable for the result. The tasks lowest on this page are a better guide to where to spend your time than any general advice about the future of work.
Occupations either side of this one
The four closest scores in the same occupational family, then the four closest anywhere in the index.
Read this carefully. Exposure is not displacement. A high score means current AI systems can produce this work, not that anyone will stop paying a person to do it. Adoption depends on economics, regulation and inertia that this index deliberately does not model. How the score is built.