The purpose is not to ask AI to decide who is right.
It is to make complex institutional behaviour more visible, testable and intelligible.
I use these methods in my own legal proceedings, where I act as a litigant in person. I also develop approaches that can be adapted to other legal, organisational and governance problems.
Alongside this work, my separate venture, Alien Mind, explores AI architecture, governance, emerging technologies, including blockchain-related systems, and the changing relationship between human judgment and machine intelligence.