What Judges Learned About AI: A Guide to Unlocking the Legal Thought Process

When the judiciary - one of the most conservative institutions in Israeli society - takes the lead in adopting artificial intelligence for everyday work, that is a signal to the rest of us. This revolution is not waiting for those who hesitate.

I recently had the privilege of playing an active role in this process, leading a professional workshop for judges. The encounter sharpened a meaningful insight: AI is no longer simply a technical time-saving tool. It has become a strategic partner in case preparation and deep legal analysis.

The challenge we all share - judges and lawyers alike - is managing heavy workloads and the constant search for greater efficiency. But real efficiency in the legal profession is not measured by simply moving faster. It is measured by effectiveness: the precise combination of speed with legal accuracy and depth, without compromising the quality of the final output.

At the heart of the Five Golden Rules I presented in the workshop is a simple but powerful principle: mirroring the human thought process in the way you work with the model. The more precisely you define the process and break it into discrete stages, the higher the accuracy of the output. When we collapse steps together and expect the model to guess the next move, we may get an acceptable result - but one that lacks the granular detail and the fine legal nuances that distinguish good work from excellent work. The new skill we all need is knowing what depth of processing each legal task actually requires.

In practice, breaking the process into defined stages - factual gathering, legal analysis, and quality control - enables the model to perform operations of real complexity: analyzing pleadings at high resolution, producing a sharp comparison of the parties' positions, and building a precise chronological timeline of case events. Identifying the critical questions that need to be resolved at the evidentiary stage becomes a matter of minutes rather than hours.

AI is a remarkable force multiplier, but judgment remains ours. The value of the modern legal professional lies in the ability to see both the big picture and the fine print, to analyze complexity in depth, and to make well-founded decisions with conviction. If the judicial system is already there, our responsibility is to lead this transformation within our own practices.

A lawyer who uses AI has a tool. A lawyer who manages AI has a strategy. Those who learn to decompose legal problems into defined stages and translate them into a structured working process with a model will not just save hours - they will reach the kind of analysis that once required an entire team.