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Criminal justice reform consultant
Hon. Brian MacKenzie (Ret.)
Tuesday, 26 August 2025 / Published in Artificial Intelligence, Law

Part One: AI in the Courtroom: Opportunities and Risks

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Artificial intelligence (AI) is no longer confined to realm of science fiction or the dreams of Silicon Valley. It is entering our courtrooms, quietly but unmistakably, reshaping the way justice is delivered. From legal research to predictive analytics, AI is transforming processes that were once exclusively the province of human judgment and labor. The opportunities presented by AI in the legal system are significant, as is the risks. This opening installment in our series explores how AI is changing the courtroom and sets the stage for a look at the ethical, legal, and practical challenges courts must now confront.

AI in Everyday Court Functions

Judges, lawyers and other justice system professionals are adopting AI in multiple areas. In the area of legal research, platforms powered by machine learning can quickly scan vast databases of case law and statutes, identifying relevant precedents in seconds rather than hours. Document review during discovery, once the most time-consuming and costly phase of litigation, can be assisted by AI systems that filter millions of documents for relevance and privilege.

Beyond research, courts are beginning to use AI tools to help manage caseloads, identify scheduling efficiencies, and overcome docketing problems. In some jurisdictions, judges and other criminal justice professionals are consulting algorithmic risk assessment tools to assist in evaluating individuals who appear in court when making sentencing or bail decisions. AI chatbots are being tested to provide self-represented litigants with guidance on filing procedures and drafting basic pleadings, offering access to justice for individuals who might otherwise struggle to navigate the legal system.

Benefits That Cannot Be Ignored

The integration of AI into the courts offers real advantages.

  • Efficiency and Cost Savings: Automating routine tasks reduces the time and money spent on legal proceedings. This helps address backlogs that burden courts and delay justice.
  • Consistency in Decision-Making: Properly designed algorithms can reduce a judge’s variability in his or her judicial outcomes by applying rules consistently across similar cases.
  • Expanded Access to Justice: For self-represented litigants, AI can act as a digital guide, providing a level of legal help that was previously out of reach. Online platforms can even facilitate dispute resolution for small claims, traffic violations, or housing cases.
  • Enhanced Data Analysis: Courts can use AI to spot patterns in case filings, track emerging legal issues, and even allocate resources more effectively.

These benefits explain why jurisdictions across the world are experimenting with AI tools. For overburdened courts, the allure of faster, cheaper, and more consistent justice is difficult to resist.

AI in the courtroom

The Risks on the Horizon

Despite these promises, AI raises fundamental concerns for the judiciary. Algorithms are only as good as the data inputted into them. If historical data reflects systemic wrongs, for instance, in bond setting or sentencing, those errors could be replicated and amplified. A risk assessment tool might unintentionally label defendants from marginalized communities as higher risk simply because of unfair data inputs.

Transparency is another pressing issue. Many AI systems operate as “black boxes,” making it nearly impossible for lawyers, litigants, or even judges to understand how a recommendation or prediction was reached. This undermines the principle that justice must not only be done but must also be seen to be done. Without explainability, litigants may question whether decisions are fair or whether due process has been compromised.

The tendency of AI’s legal research to produce fictitious case citations has prompted courts nationwide to question or sanction attorneys, creating new technological challenges for both litigants and judges.

Finally, reliance on AI can create overconfidence in technology at the expense of human judgment. AI may suggest efficiency, but it cannot provide empathy, moral reasoning, or the nuanced understanding of justice that human judges bring. The danger lies in courts shifting from assistance to automation, allowing machines to substitute for, rather than support, judicial decision-making.

Setting the Stage for Ethical Debate

As AI becomes more entrenched in legal systems, the central question becomes: how do we strike a balance? Courts must harness AI’s power while ensuring that fairness, accountability, and legitimacy are preserved. This means developing safeguards that keep humans firmly “in the loop,” demanding transparency from AI vendors, and adapting evidentiary rules to account for AI-generated material.

Already, debates rage over whether AI-generated evidence, including deepfakes,  should be admissible, whether algorithmic sentencing tools violate due process, and who bears responsibility when AI makes a mistake. Judges, lawyers, and policymakers are all grappling with these questions, often in real time as new technologies emerge faster than the laws designed to regulate them.

A Transformative Era

The introduction of AI into the courtroom is not a future prospect, it is a present reality. Its benefits are tangible, its risks real, and the implications of both are far-reaching.

For courts, the challenge is clear: embrace innovation while safeguarding the principles of justice. This series will explore those challenges in greater detail, from ethical concerns and evidentiary rules to accountability, global trends, and the guardrails needed for the future.

Artificial intelligence has already stepped into the courtroom. The question now is whether it will strengthen the pursuit of justice — or compromise it.

Other Articles in this series

Introduction: Artificial Intelligence and the Courts: A Blog Series from Justice Speakers Institute
Part 1: AI in the Courtroom: Opportunities and Risks
Part 2: AI in the Courts: Ethical Challenges
Part 3: AI on Trial – Admissibility of AI-Generated Evidence
Part 4: Judicial Decision-Making: Transparency, Accountability, and the Judicial Role
Part 5: Courts of the Future-Innovation, Access, and Global Trends
Part 6: Judging the Machine-Lessons, Guardrails, and the Path Forward


INTERESTED IN AI AND THE COURTS?

Artificial Intelligence is transforming justice. But it also raises complex questions of ethics, fairness and accountability. At the Justice Speakers Institute (JSI), we provide training, consulting, and expert presentations to help courts, policymakers, and legal professionals navigate these challenges responsibly.

Contact us today to learn how JSI can support your organization in understanding and implementing AI in the courts.

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Tagged under: Access to Justice, AI in the courtroom, Artificial intelligence and justice, Judicial Ethics, legal technology

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