Researchers from ETH Zurich, the New Economic School, and Imperial College London ran a large-scale field experiment with Pakistan's judiciary. The randomized trial covered 1,559 judges across 118 courts, roughly half of all Pakistani trial court judges.

The tool was JudgeGPT, an AI assistant built on OpenAI's GPT-4 and designed for Pakistani trial courts. It uses retrieval augmented generation to search a database of 129,235 documents, including 128,292 court rulings and 943 Pakistani laws. When a judge enters a query, JudgeGPT picks the ten most relevant passages and generates a cited answer.

Trained judges resolve 1,848 more cases per year per district

The researchers split judges into three groups. One got JudgeGPT access plus targeted training: six 90-minute lectures over three weeks, taught by ETH Professor Elliott Ash after court hours. Judges learned which tasks suited the tool, where it fell short, and how to check its output.

A second group got the same AI access but only a general seminar on technology and law. The control group attended that seminar with no JudgeGPT access.