Before Judgment Becomes Code

Technology may support judicial work, but it must never replace human judicial reasoning

Before Judgment Becomes Code

Pakistan's judiciary has crossed an important constitutional threshold. In its April 2025 judgment in Ishfaq Ahmed v. Mushtaq Ahmed, the Supreme Court recognised that artificial intelligence may assist the administration of justice while drawing a clear boundary around its use: technology may support judicial work, but it must never replace human judicial reasoning. That distinction is likely to become one of the defining principles of judicial reform in Pakistan.

The timing could hardly be more significant. With over 2.27 million pending cases nationwide, the pressure to embrace technological assistance is understandable. Litigants routinely wait years for disputes that should have been resolved in months. Faced with mounting delays, limited institutional capacity and rising public expectations, the judiciary cannot simply ignore technologies capable of improving legal research, organising case records and streamlining court administration.

Earlier reforms modernised the machinery of justice without altering the source of judicial authority. Electronic filing transformed how documents reached the court, virtual hearings changed where proceedings occurred, and digital databases reshaped legal research. None of these innovations moved meaningfully into the reasoning process itself. Artificial intelligence does.

By selecting authorities, identifying patterns and generating recommendations, AI can influence the choices placed before judges. Even where the final decision formally remains human, technology may shape which facts appear significant, which precedents receive attention and which outcomes begin to seem objectively preferable. The real challenge begins here, not in the technology itself.

The greatest danger is not that a machine will suddenly replace a judge. Such fears belong more to speculative fiction than to contemporary judicial practice. The real danger is considerably quieter. Judges working under relentless institutional pressure may gradually begin treating algorithmic recommendations as presumptively reliable simply because they are generated by sophisticated software. Once that habit develops, responsibility begins to drift away from identifiable human judgment towards increasingly opaque systems whose reasoning cannot easily be questioned. An algorithm may appear neutral even when it reflects incomplete data, historical bias or assumptions invisible to those relying upon it. Efficiency can create an illusion of objectivity precisely where closer scrutiny is most necessary.

Yet every judgment carries something no algorithm can possess: accountability.

That principle deserves to become the foundation of every future discussion about judicial artificial intelligence in Pakistan. It is not a rejection of technological progress, nor an attempt to preserve outdated methods simply because they are familiar. It reflects a simpler truth: technology may assist the exercise of judicial power, but it cannot assume responsibility for exercising that power itself. Human judges are not infallible. They disagree. They err. They are corrected on appeal. A judge must explain why evidence was accepted, why competing legal arguments were rejected and why one legal value prevailed over another. Those explanations remain open to appeal, public scrutiny and institutional review.

An algorithm can generate an answer. It cannot defend its reasoning before a higher court, nor can it bear responsibility for the consequences that follow. That difference matters most to those who already struggle to navigate the justice system. A legal process cannot be considered fair merely because it operates quickly. If the reasoning influencing a judicial outcome cannot itself be examined, due process becomes increasingly difficult to protect.

International experience points in the same direction. Jurisdictions experimenting with judicial artificial intelligence have reached a remarkably consistent conclusion. Technology may improve court administration, accelerate legal research and reduce routine workloads, but responsibility for legal judgment must remain unmistakably human. 

Judges working under relentless institutional pressure may gradually begin treating algorithmic recommendations as presumptively reliable simply because they are generated by sophisticated software.

That lesson deserves careful attention in Pakistan not because other jurisdictions have discovered a perfect model, but because they have confronted the same dilemmas now emerging here. How much reliance is appropriate? How should algorithmic bias be identified? How can judges benefit from increasingly sophisticated technology without becoming dependent upon it? Their experience offers no ready-made blueprint. It does, however, demonstrate how quickly questions of public accountability arise once artificial intelligence moves beyond administrative support.

Pakistan should learn from those experiences without attempting to reproduce them wholesale. Every legal system reflects its own history, institutions and constitutional traditions. Software can be imported. Constitutional legitimacy cannot. The principles governing judicial AI must therefore emerge from Pakistan's own legal order, shaped by values that already define lawful adjudication: judicial independence, the right to a fair trial, equality before the law, reasoned decision-making and identifiable institutional responsibility.

Encouragingly, the direction taken by Pakistan's judiciary suggests an awareness of precisely that distinction. Building on the principles articulated by the Supreme Court and formalised by the National Judicial (Policy Making) Committee's AI guidelines, Pakistan's emerging approach recognises artificial intelligence as an auxiliary tool, subject to human verification and judicial control. That approach neither treats technology as a threat to be resisted nor embraces it with the kind of uncritical optimism that has accompanied many waves of digital innovation. Instead, it begins from a more sensible premise: modern courts require modern tools, but not every technologically possible function is legally permissible.

The next task is to convert that principle into durable institutional practice. Human oversight must become more than an aspirational slogan. Courts need clear standards for when AI may be used, what judicial data it may process, who verifies its outputs and how litigants may challenge them. A system designed to organise files or manage scheduling does not raise the same concerns as one capable of shaping legal analysis or recommending outcomes. Treating every application alike would be as misguided as regulating none of them.

Pakistan also enjoys an advantage that many jurisdictions never had. Artificial intelligence has not yet become deeply embedded within the country's judicial institutions. The boundaries governing its use can still be drawn before dependence makes them politically, financially and institutionally difficult to revisit. History repeatedly shows that safeguards established before widespread adoption are stronger than those introduced after public confidence has already been tested.

There is, of course, another path. Pakistan could postpone these questions until artificial intelligence becomes an ordinary feature of judicial administration. Many countries have done exactly that. Rules were written only after technology had become entrenched and courts found themselves responding to problems that should have been anticipated from the outset. Pakistan still has the opportunity to proceed differently. 

The debate is therefore larger than artificial intelligence itself. It is about the character of public authority in an age of increasingly powerful technologies. Every generation develops tools capable of transforming public institutions. The real measure of institutional maturity, however, is not whether those tools are adopted quickly, but whether they remain subordinate to the principles that justify public power in the first place.

That is especially true of courts. Unlike most public institutions, they do not derive their legitimacy from administrative efficiency, technological sophistication or popular approval. Their authority rests on something far more demanding: the confidence that every judgment reflects independent human reasoning exercised according to law. That confidence is painstakingly built over decades, yet it can be weakened surprisingly quickly if responsibility becomes obscured behind systems whose operation few people understand and no one can fully explain. But capability is not constitutional authority.

That distinction should remain the judiciary's guiding principle as technology continues to evolve. Once efficiency becomes the only measure of success, it becomes dangerously easy to forget why courts exist in the first place. Justice has never been a contest between human beings and machines. It is a constitutional relationship between citizens and the state, requiring decisions that are reasoned, accountable and ultimately traceable to a human judge.

The question is no longer whether judges will use artificial intelligence. The real question is whether, when a citizen walks out of a courtroom after losing liberty, property or a constitutional right, they will still know without hesitation that the judgment was not merely processed by technology, but owned by a judge. Justice may benefit from code. Judgment can never belong to it.

Sumreen Younas is an emerging legal scholar and final-year law student at Fatima Jinnah Women University (FJWU)