KEN PRIORE
The Lab · kenpriore.ai
A faceless android in a suit signs a document; a red mark on its head marks the moment it acts.
THE LAB · WORKING TOOLS · 2026

The judgment stays with the lawyer

A lawyer inside technology companies for more than two decades. I write about what AI does to legal work, and this is where I find out whether I'm right. The essays are at kenpriore.com. The papers and the prototypes are here.

THE PAPERS
ICML 2026

Certificate of Action

A Trust Primitive for Verifiable Autonomous Legal AI Agent Workflows

When an autonomous agent does legal work, nothing today certifies what it did, under what authority, or whether a human reviewed it. The paper specifies that record and maps it onto the EU AI Act and the NIST AI framework.

  • VenueAI for Law Workshop, Seoul
  • DateJuly 2026
  • Length10 pages · PMLR 306
NYU Law 2026

The Fiduciary's Footprint

How Legal AI Agents Can Prove They Were Loyal

Fiduciary duty doesn't disappear when an AI agent makes the decision. It just becomes harder to prove. The paper maps the four fiduciary duties onto the four layers of a sealed record, with tools that exist today.

  • VenueInformation Law Institute, New York
  • DateJune 2026
  • Length14 pages · Discussion draft
01 · THE PROOF LANE

Proving what happened is the job now

I took one claim, that the record matters, through peer review, in front of law faculty, and into a prototype that seals what an agent did.

02 · THE OPERATING MODEL

What a legal department that runs on AI looks like

03 · THE MAPS

Where AI lands first in legal work

04 · LAB LOG IN