By Jiajun Luo
When China first introduced Smart Court reforms in 2010s, the official narrative emphasized efficiency, transparency, and modernization. Court workloads were exploding, the public wanted faster and fairer judgments, and technology promised a way forward. Judicial AI systems could streamline case management, assist judges in drafting opinions, and even suggest appropriate sentences.
But beneath this techno-optimistic façade lies a deeper story: Smart Courts are not just digital upgrades. They are political projects. This research seeks to examine how these reforms, presented as neutral innovations, actually reshape the relationship between courts, judges, and the Party-state. Far from empowering frontline judges, they are transforming courts into algorithmically managed bureaucracies—where uniformity and control increasingly trump deliberation and discretion.
China’s courts face a real dilemma: they must process millions of cases each year, yet judicial discretion—the capacity of judges to interpret law flexibly—has long been seen by the Party as a potential political risk. Under President Xi Jinping, judicial reforms have sought to address both challenges simultaneously: accelerating case processing while tightening constraints on judicial discretion, not only in politically sensitive matters but also in routine adjudication. One provincial High Court described this shift vividly: “We are moving from person-watching-person to algorithm-watching-person.” Algorithms now stand between judges and their decisions, monitoring not only what they rule, but also how they reason.
My fieldwork and document analysis identify three main technologies driving this transformation. The first is mandatory similar-case retrieval, which requires judges to search for algorithmically selected “similar cases” before issuing rulings. Systems flag deviations from these precedents, nudging judges toward doctrinal conformity. What counts as a “similar case” is often defined not by law but by internal court authorities. Second, case deviation alerts trigger warnings when a draft judgment diverges from prior rulings or administrative guidelines. Some platforms even propose “corrections” automatically. Judges must justify deviations to court leadership before proceeding, creating a presumption against independent reasoning. Third, AI-generated judgments are still experimental but growing rapidly. These systems can now draft entire judicial opinions—from facts to legal reasoning to final verdicts—based on pre-set templates. In one Jiangsu court, judges described the platform as offering “multiple-choice justice,” with little room to insert their own views before finalization.
On paper, Smart Courts promise greater access to justice. Case filing is now automated; citizens can submit complaints online; judgments are published in massive digital databases. Yet in practice, access to justice is becoming access to automation. Litigants report that complex or unconventional claims risk being rejected by keyword-based filing systems. For judges, algorithmic deviation alerts discourage nuanced reasoning. Appeals are becoming less meaningful because decisions already carry the weight of algorithmic legitimacy.
From the court user perspectives, three particular consequences stand out: procedural rights such as the right to be heard or to appeal shrink as decisions are pre-shaped by internal systems rather than open deliberation; legal reasoning becomes standardized, as judges start from algorithmic “recommended outcomes” and then search for precedents to justify them rather than reasoning from facts and principles; and substantive fairness suffers as unique or emotionally complex cases are forced into one-size-fits-all templates.
The rise of Smart Courts marks a turning point in China’s legal system. What began as a pragmatic response to overwhelming caseloads has evolved into a project that reshapes the very logic of judicial decision-making. These reforms promise efficiency and consistency, but they also redefine the role of courts and judges in ways that deserve close attention. In a closed political system like China, the stakes are especially high. Judicial independence has long been off the table, but now judicial autonomy is shrinking as algorithms embed uniformity and administrative oversight into routine decision-making. Legal reasoning increasingly risks taking a back seat to compliance with algorithmic and political mandates. Over time, public trust in the courts may erode if justice comes to feel automated, standardized, and disconnected from the complexities of real-world disputes.
Technology now reinforces both legalism and state control, often at the expense of judicial autonomy. This trajectory raises pressing questions about the future of law and justice in China. Will legal reforms continue to privilege speed and uniformity over reasoned judgment and fairness? And how much discretion will judges retain in a system governed by algorithms, administrative priorities and Party imperatives?
Jiajun Luo is a Hauser Postdoctoral Global Fellow at NYU School of Law. His research explores public law, dispute resolution, and authoritarian governance. He can be reached at jiajunlok@gmail.com.