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AI Governance in the Justice System

Hardwiring Justice: AI Governance in the Courts

Tuesday, 26 May 2026 by Hon. Brian MacKenzie (Ret.)
Artificial intelligence is already embedded within the justice system. Courts do not need to wait for legislatures or technology companies to establish governance standards. Through disclosure requirements, procurement oversight, auditing, and procedural safeguards, courts already possess substantial authority to regulate how AI systems operate within judicial institutions.
  • Published in Artificial Intelligence, Law
Tagged under: AI and procedural fairness, AI guardrails for courts, AI oversight in courts, AI transparency in court, Court AI governance
AI generated legal writing

When AI Writes the Law: The Risks and Limits of Large Language Models in the Justice System

Tuesday, 12 May 2026 by Hon. Brian MacKenzie (Ret.)
AI generated legal writing is rapidly entering courtrooms, chambers, and legal practice. But large language models do not reason, evaluate evidence, or determine truth. This new Hardwiring Justice article examines the risks of AI generated legal writing, including hallucinated citations, evidentiary laundering, and the growing need for judicial verification standards.
  • Published in Artificial Intelligence, Law
Tagged under: AI and judicial ethics, AI generated opinions, AI verification, judicial use of AI, large language models
AI evidence due process

AI Evidence and Due Process: The Real Black Box Problem

Tuesday, 05 May 2026 by Hon. Brian MacKenzie (Ret.)
Artificial intelligence is increasingly used across criminal proceedings, yet many systems operate as opaque “black boxes.” This article argues that the real concern is not technical opacity but procedural justice. When defendants cannot challenge algorithmic evidence through meaningful disclosure, the adversarial process fails and due process is compromised.
  • Published in Artificial Intelligence, Law
Tagged under: AI Evidence, Algorithmic Transparency, Artificial Intelligence in Courts, Due Process, Procedural justice
AI in the courts guardrails

Five Guardrails Every Court Needs for AI

Sunday, 03 May 2026 by Hon. Brian MacKenzie (Ret.)
Artificial intelligence is already shaping court decisions. This article outlines five essential guardrails for AI in the courts, grounded in constitutional principles and judicial responsibility. It explains how transparency, validation, oversight, procurement, and continuous review ensure that technology strengthens justice rather than undermines fairness and public trust.
  • Published in Artificial Intelligence, Law
Tagged under: AI Evidence and Due Process, AI in the Courts, Court Technology Policy, Hardwiring Justice Series, Judicial AI Governance
AI evidence admissibility

When AI Becomes Evidence: Frye, Daubert, and Algorithmic Proof

Tuesday, 28 April 2026 by Hon. Brian MacKenzie (Ret.)
Artificial intelligence increasingly produces outputs used as evidence in court. From facial recognition to risk assessment algorithms, these systems raise new reliability questions. This article explains how existing evidentiary standards—Frye, Daubert, and Federal Rule of Evidence 702—already govern algorithmic proof and why rigorous judicial scrutiny is essential.
  • Published in Artificial Intelligence, Law
Tagged under: Algorithmic Accountability, Artificial Intelligence in Courts, Frye and Daubert, Judicial Gatekeeping
AI in Court Administration

Hardwiring Justice: AI in Court Administration and Judicial Decision-Making

Tuesday, 14 April 2026 by Hon. Brian MacKenzie (Ret.)
Artificial intelligence is quietly shaping how cases move through modern courts. From case management systems and scheduling algorithms to drafting tools and risk assessments, AI influences how information reaches the bench. This article examines how AI in court administration affects judicial decision-making and why understanding these systems is now part of judicial responsibility.
  • Published in Artificial Intelligence, Law
Tagged under: AI in Courts, Artificial intelligence and justice, Court Administration, Hardwiring Justice Series, Judicial Decision-Making
AI systems in the criminal justice system

AI Describes Many Technologies and None of Them Are Intelligent

Tuesday, 03 February 2026 by Hon. Brian MacKenzie (Ret.)
What courts call “AI” is rarely intelligent—and never neutral. This article explains the different AI systems used in the criminal justice system, how they work, and why understanding those differences matters before relying on their outputs.
  • Published in Artificial Intelligence, Law
Tagged under: AI in the Courts, Algorithmic Decision Systems, Criminal Justice Technology, Hardwiring Justice Series, Risk Assessment Tools
AI governance in the justice system

Hardwiring Justice: Governing AI Before It Governs the Justice System

Tuesday, 13 January 2026 by Hon. Brian MacKenzie (Ret.)
Artificial intelligence is already embedded across justice system operations, shaping outcomes long before judicial review. This article introduces the Hardwiring Justice series, arguing that AI governance in the justice system must come before entrenchment. Courts must assert transparency, accountability, and institutional oversight to ensure technology serves justice rather than silently redefining it.
  • Published in Artificial Intelligence, Law
Tagged under: AI Governance, Artificial Intelligence, Courts and Technology, Judicial leadership, Justice System Reform
AI Tort Liability

AI Tort Liability: Does Negligence Law Still Apply?

Tuesday, 16 December 2025 by Hon. Brian MacKenzie (Ret.)
As autonomous AI systems increasingly influence high-stakes decisions, questions arise about whether new liability frameworks are needed. This article explains why traditional negligence law already provides a workable structure for assigning responsibility among AI developers, deployers, and users, even when systems act with partial independence.
  • Published in Artificial Intelligence, Law
Tagged under: AI tort liability, Artificial intelligence risk, Autonomous systems, Legal Accountability, Negligence law
AI in Treatment Courts

AI in Treatment Courts: Keeping Treatment Human

Tuesday, 09 December 2025 by Hon. Brian MacKenzie (Ret.)
Artificial intelligence is entering treatment courts, influencing how participants seek support and how supervision is delivered. But AI cannot replace therapy, manage crises, or ensure participant safety. Treatment courts must adopt clear policies that establish AI as a supplemental tool while preserving the human-centered treatment that defines these courts.
  • Published in Artificial Intelligence, Law, Problem Solving Courts
Tagged under: AI in treatment courts, Behavioral health and technology, Evidence-based justice, Judicial ethics and technology, Treatment court policy
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