Sign-In
Cart
Slot Machine Justice: How AI Exposed an Unmeasured Legal System-And What Comes Next
Paperback
General LawGeneral Political Science
Publisher Price: $21.99
Publisher: Broken Scales, LLC
Published: Jul 20 2026
Pages: 310
Weight: 0.92
Height: 0.65 Width: 6.00 Depth: 9.00
Language: English
With legal ethics in the national spotlight, this first-of-its-kind, AI-assisted investigation reveals an attorney discipline system that is secretive, inconsistent, unfair, and obsessed with the business of law. The same AI, the book argues, holds the promise to reinvent attorney discipline and the justice system itself.
The Massachusetts Board of Bar Overseers promises to protect the public from unethical conduct by attorneys. In a typical year, it resolves 96% of the complaints it receives without opening an investigation, usually within 45 days and never with a written explanation.
In Slot Machine Justice, a physician, healthcare analyst, and analytics entrepreneur uses AI to examine 24 years of attorney-discipline decisions in Massachusetts. By turning more than 4,000 unstructured legal decisions into a structured dataset, he asks a simple question: does the disciplinary system do what it claims?
The answer reads less like blind justice and more like a slot machine.
Similar misconduct produces wildly different outcomes. Mitigating factors, aggravating factors, conditions, and other case characteristics are inconsistently associated with the final sanction. The institution charged with protecting the public focuses heavily on the mechanics of running a practice-bookkeeping most of all-while substantive legal ethics play a far smaller role. Counting only the most serious sanctions-suspension or worse, for legal misconduct arising in Massachusetts-discipline reaches a lawyer roughly once per thousand years of practice.
The author came to the project as both an analyst and a defendant. While facing a federal criminal case of his own, he went looking for how similar cases had been resolved-and found that the justice system, despite the mountains of documents it generates, had never organized those documents into something ordinary people could use. Attorney discipline became the proof of concept: with the help of AI, thousands of scattered legal records are transformed into a structured dataset of how a system actually behaves.
But this book is about far more than one disciplinary board. It is a blueprint for the future of the legal system itself.
The same AI that exposed these patterns can be applied to the courts, moving the law away from adversarial gamesmanship and toward data-driven improvement. The author proposes concrete next steps for improving both attorney discipline and the judicial system.
Part personal narrative, part data sleuthing, and part public-accountability investigation, Slot Machine Justice does not ask readers to take its conclusions on faith. Hundreds of cited cases let them check the work themselves.
A citizen with data held an institution accountable. This story shows what he found, how he measured it, and how the same approach could finally make the justice system answerable to the people it serves.
Also in
General Law
Before All Is Said and Done: Practical Advice on Living and Dying Well
Watson, Suzanne
Miles, Pat
Hardcover
Boy with a Knife: A Story of Murder, Remorse, and a Prisoner's Fight for Justice
Trounstine, Jean
Paperback
With Liberty and Justice for Some: How the Law Is Used to Destroy Equality and Protect the Powerful
Greenwald, Glenn
Hardcover
The U.S. Constitution: A Comprehensive and Annotated Guide for the Modern Reader
Murray, Melissa
Hardcover
Last Branch Standing: A Potentially Surprising, Occasionally Witty Journey Inside Today's Supreme Court
Isgur, Sarah
Hardcover
Department of Fate: The Promise, the Power, and the Collapse of America's Most Consequential Institution
Maddow, Rachel
Hardcover
Unreasonable Women: Three Stories of Violence, Imprisonment, and Extraordinary Survival
Van Der Leun, Justine
Hardcover
North Carolina Notary Public Manual, 2016
North Carolina Department of the
Secretary of State
Secretary of State, Nc Department
Hardcover
Discovering the Club: Piecing Together the Puzzling Network of Parental Pimping, Ritualistic Abuse, and Sex Trafficking
Clack, Cynthia L.
Paperback
Social Security, Medicare & Government Pensions: Get the Most Out of Your Retirement and Medical Benefits
Matthews, Joseph
Paperback
The Price of Mercy: Unfair Trials, a Violent System, and a Public Defender's Search for Justice in America
Galvin Almanza, Emily
Hardcover
Nolo's Guide to Social Security Disability: Getting & Keeping Your Benefits
Morton III, David A.
Paperback
So Ordered: An Originalist's View of the Constitution, the Court, and Our Country
Alito, Samuel A., Jr.
Hardcover
Federal Rules of Civil Procedure; 2026 Edition: With Statutory Supplement
Michigan Legal Publishing Ltd
Paperback
Supremacy: How Rule by the Court Replaced Government by the People
Renan, Daphna
Bowie, Nikolas
Hardcover
Five Bullets: The Story of Bernie Goetz, New York's Explosive '80s, and the Subway Vigilante Trial That Divided the Nation
Williams, Elliot
Hardcover
Captain's Dinner: A Shipwreck, an Act of Cannibalism, and a Murder Trial That Changed Legal History
Cohen, Adam
Hardcover
The Water Remembers: My Indigenous Family's Fight to Save a River and a Way of Life
Cordalis, Amy Bowers
Hardcover
Our Minds Were Always Free: A History of How Black Brilliance Was Exploited--And the Fight to Retake Control
Davis, Lisa E.
Hardcover
The Criminal Law Handbook: Know Your Rights, Survive the System
Berman, Sara J.
Bergman, Paul
Paperback
Searching for Jane Crow: Black Women and Mass Incarceration in America from the Auction Block to the Cell Block
Leflouria, Talitha L.
Hardcover
Your Data Will Be Used Against You: Policing in the Age of Self-Surveillance
Ferguson, Andrew Guthrie
Hardcover
Revenge for the Sixties: Sam Alito and the Triumph of the Conservative Legal Movement
Canellos, Peter S.
Hardcover
The Pain Brokers: How Con Men, Call Centers, and Rogue Doctors Fuel America's Lawsuit Factory
Chamblee Burch, Elizabeth
Hardcover
Robert's Rules of Order Newly Revised in Brief, 3rd Edition
Honemann, Daniel H.
Balch, Thomas J.
Robert, Henry M., III
Paperback
One in Five: Why Child Sexual Abuse Is Our Biggest Public Health Crisis--And What We Can Do to Stop It
Letourneau, Elizabeth J.
Malone, Luke
Hardcover
The Public Domain: Find and Use Free Content for Your Website, Book, App, Music, Video, Art, and More
Secor, Glen
Paperback
When Companies Run the Courts: How Forced Arbitration Became America's Secret Justice System
Ballou, Brendan
Hardcover
Bone Valley: A True Story of Injustice and Redemption in the Heart of Florida
King, Gilbert
Hardcover
The Trustee's Legal Companion: A Step-By-Step Guide to Administering a Living Trust
Zolla, Carol Elias
Buckley, Shaila
Hanks, Liza
Paperback
Oops...That's Illegal!: A Handbook for the Wildly Curious (and the Accidental Outlaw)
Mandell, Mike
Hardcover
Dig Me a Grave: The Inside Story of the Serial Killer Who Seduced the South
Assael, Shaun
Harpootlian, Richard A.
Hardcover
Living Trusts for Everyone: Why a Will Is Not the Way to Avoid Probate, Protect Heirs, and Settle Estates (Second Edition)
Sharp, Ronald Farrington
Paperback
Getting Permission: Using & Licensing Copyright-Protected Materials Online & Off
Stim, Richard
Paperback
Lawless: How the Supreme Court Runs on Conservative Grievance, Fringe Theories, and Bad Vibes
Litman, Leah
Paperback
Is the Government Legally Killing Us?: Is the Evidence Obvious? How Fear of Death and the Illusion of Freedom Turn Us Into Accomplices to Evil
(Scott Schara), Grace's Dad
Paperback
Federal Rules of Evidence; 2026 Edition (Casebook Supplement): With Advisory Committee notes, Rule 502 explanatory note, internal cross-references, qu
Michigan Legal Publishing Ltd
Paperback
The Constitution Cannot Save Us: Why We Can No Longer Rely on Our Founding Document
Seidman, Louis Michael
Hardcover
38 Londres Street: On Impunity, Pinochet in England, and a Nazi in Patagonia
Sands, Philippe
Hardcover
Medical Terminology Made Simple: Easily Learn, Memorize, and Pronounce Medical Terms
Temple, John, MD
Paperback
Federal Rules of Evidence; 2026 Edition: With Internal Cross-References
Michigan Legal Publishing Ltd
Paperback
Represent Yourself in Court: Prepare & Try a Winning Civil Case
Bergman, Paul
Berman, Sara J.
Paperback
Iras, 401(k)S & Other Retirement Plans: Strategies for Taking Your Money Out
Shea, Tracy
Slesnick, Twila
Paperback
Pink Crime: Fighting Against the Criminalization of Motherhood, Pregnancy, and Queer Identity
Beety, Valena
Hardcover
Understanding Living Trusts(R): How You Can Avoid Probate, Keep Control, Save Taxes, and Enjoy Peace of Mind
Schumacher, Vickie
Paperback
The Constitution of the United States of America: The Declaration of Independence, The Bill of Rights
Founding Fathers
Paperback
The U.S. Constitution and Other Writings (Deluxe Leatherbound Edition)
Editors of Canterbury Classics
Hardcover
The Presidential Pardon: The Short Clause with a Long, Troubled History
Prakash, Saikrishna Bangalore
Hardcover
The Cases That Haunt Us: From Jack the Ripper to JonBenet Ramsey, the Fbi's Legendary Mindhunter Sheds Light on the Mysteries That Won't Go Away
Douglas, John E.
Olshaker, Mark
Paperback
No Loose Ends: The Smart & Slightly Morbid Guide to Estate Planning & End-Of-Life Tasks
Zuckerman, Adam
Hardcover
55 Successful Harvard Law School Application Essays, 2nd Edition: With Analysis by the Staff of the Harvard Crimson
Staff of the Harvard Crimson
Paperback
Stitching Freedom: A True Story of Injustice, Defiance, and Hope in Angola Prison
Tyler, Gary
Hardcover
Lawless: How the Supreme Court Runs on Conservative Grievance, Fringe Theories, and Bad Vibes
Litman, Leah
Hardcover
Every Californian's Guide to Estate Planning: Wills, Trust & Everything Else
Hanks, Liza W.
Paperback
J.K. Lasser's Small Business Taxes 2026: Your Complete Guide to a Better Bottom Line
Weltman, Barbara
Paperback
Fireproof: A Five-Step Model to Take Your Law Firm from Unpredictable to Wildly Profitable
Morse, Mike
Nachazel, John
Hardcover
Special Needs Trusts: Protect Your Child's Financial Future
Urbatsch, Kevin
Farinas Jones, Jessica
Paperback
The U.S. Constitution - Anti-Federalist Edition
Henry, Patrick
Convention, Constitutional
Adams, Samuel
Paperback
Beyond the Body Farm: A Legendary Bone Detective Explores Murders, Mysteries, and the Revolution in Forensic Science
Bass, Bill
Jefferson, Jon
Paperback
The Only Living Trusts Estate Planning Guide: Protect Your Assets, Avoid Probate, Slash Taxes and Secure Your Heirs' Future.
Sterling, Thayer
Paperback
The Fall of Affirmative Action: Race, the Supreme Court, and the Future of Higher Education
Driver, Justin
Paperback
Terrible Stuff Damaging Everybody: The True Story of Lies and Libel in Dominion V. Fox
Rosenberg, Ian
Hardcover
Little Book of Restorative Justice & Community: Reclaiming Connection and Responsibility for Our Neighbors
Wilson, Sheryl
Morneau, Caitlin
Paperback
Hitler's American Model: The United States and the Making of Nazi Race Law
Whitman, James Q.
Paperback
Solve Your Money Troubles: Strategies to Get Out of Debt and Stay That Way
Loftsgordon, Amy
O'Neill, Cara
Paperback
Contempt of Court: The Turn-Of-The-Century Lynching That Launched a Hundred Years of Federalism
Curriden, Mark
Phillips, Leroy
Paperback
Dealing with Problem Employees: How to Manage Performance & Personal Issues in the Workplace
Nolo, The Editors of
Paperback
Campus Speech and Academic Freedom: A Guide for Difficult Times
Gillman, Howard
Chemerinsky, Erwin
Hardcover