The surprising case for AI judges

February 12, 2026·1 hr 13 min·5 clips

AI systems can listen endlessly, making people feel heard in ways human judges often fail to.

AI moves from legal assistant toward decision making. The host frames the issue around disputes where software is doing more than research or drafting. It may help decide who is right, which is where the conversation gets sharp. The guest's answer is not a single machine in a robe. It is a case management system built around arbitration work. The system has layers. Early agents parse claims, organize arguments, and check that each party feels heard and understood. Reasoning agents come next. They work from a dispute summary that the parties have accepted as accurate enough to move forward. Drafting happens after that. Another group of agents prepares a draft award, while the guest keeps returning to the human role. That phrase matters here. At the start, the humans are the parties, checking whether the system captured their positions. Later, construction arbitrators review the reasoning and award draft. The final award is issued by a human. The guest says the arbitrator can change whatever needs changing before she is comfortable with it. The rollout begins in construction. That is presented as a practical choice because the organization already has a long history with that industry and strong relationships with its lawyers, parties, and arbitrators. Construction also has real pressure. Big projects create disputes as they go, and unresolved fights can slow or stop work that has to keep moving. Beneath the AI pitch is a platform change: the guest says the AI native case management system will replace the legacy system for all disputes within two years.

As heard by us

A practical look at AI-assisted arbitration, with the final legal call still left to a human.

Decoder puts AI in a setting where mistakes carry real weight: legal dispute resolution. Nilay Patel talks with Bridget McCormack, former chief justice of the Michigan Supreme Court and now president and CEO of the American Arbitration Association, about an AI-assisted…

Read the full review in PlayNext →

Why you'd press play

A former chief justice of the Michigan Supreme Court explains why she now runs AI arbitrators.

Read the full recommendation in PlayNext →

Listen to the show on

Apple Podcasts Spotify

Play clips from this episode More from Decoder with Nilay Patel