Direct courtroom activities or procedures.

Direct courtroom activities or procedures. is a detailed work activity in O*NET — a concrete unit of work shared across 3 occupations and seen in 6 occupation-specific tasks. It rolls up into the broader work activity Direct legal activities. in Guiding, Directing, and Motivating Subordinates .

Detailed work activities are the most granular shared layer in O*NET's work-activity hierarchy (Generalized → Intermediate → Detailed → occupation-specific task). The figures below describe how this activity shows up across the economy and what independent studies measure about AI and this kind of work — not a prediction that the work will be automated.

AI exposure

Of the 6 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 4 (67%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

The Anthropic Economic Index observes real AI use on 1 of these tasks, with a mean mapped-usage share of 0.002% per task.

Exposure estimates overlap with model capabilities — whether a model could speed the task up — not whether the work will be done by software. Observed AI use is augmentation and assistance today, not jobs replaced.

Member tasks

Occupation-specific tasks O*NET maps to this detailed work activity, most important first.

• Monitor proceedings to ensure that all applicable rules and procedures are followed. · Judges, Magistrate Judges, and Magistrates · importance 4.7 · exposure with tools
• Monitor and direct the activities of trials and hearings to ensure that they are conducted fairly and that courts administer justice while safeguarding the legal rights of all involved parties. · Administrative Law Judges, Adjudicators, and Hearing Officers · importance 4.7 · no direct exposure
• Instruct juries on applicable laws, direct juries to deduce the facts from the evidence presented, and hear their verdicts. · Judges, Magistrate Judges, and Magistrates · importance 4.7 · no direct exposure
• Advise attorneys, juries, litigants, and court personnel regarding conduct, issues, and proceedings. · Judges, Magistrate Judges, and Magistrates · importance 4.5 · exposure with tools
• Interpret and enforce rules of procedure or establish new rules in situations where there are no procedures already established by law. · Judges, Magistrate Judges, and Magistrates · importance 4.4 · exposure with tools
• Communicate with counsel regarding case management or procedural requirements. · Judicial Law Clerks · importance 3.4 · exposure with tools

Occupations that perform this

• Judges, Magistrate Judges, and Magistrates
• Administrative Law Judges, Adjudicators, and Hearing Officers
• Judicial Law Clerks

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-direct-courtroom-activities-or-procedures,
  title  = {Direct courtroom activities or procedures.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/detailed-activities/direct-courtroom-activities-or-procedures}
}