HAI Weekly Seminar with Shazeda Ahmed
In the Shadow of the ‘Smart Court’ - Examining China’s Applications of Courtroom AI
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In the Shadow of the ‘Smart Court’ - Examining China’s Applications of Courtroom AI
Scientific progress is a key driver of economic growth and prosperity. There is great excitement- but also concerns- about the impacts of AI on science, but so far little data. We provide early insights on this from three data sources: a sample of 15 million Gemini interactions, an inventory of over 2,600 specialized AI models across disciplines, and a survey of over 600 scientists.

Scientific progress is a key driver of economic growth and prosperity. There is great excitement- but also concerns- about the impacts of AI on science, but so far little data. We provide early insights on this from three data sources: a sample of 15 million Gemini interactions, an inventory of over 2,600 specialized AI models across disciplines, and a survey of over 600 scientists.
The rapid acceleration of AI comes with a profound wave of anxiety. Across every sector of society, people are facing unsettling questions about their worth and their place in a shifting world.

The rapid acceleration of AI comes with a profound wave of anxiety. Across every sector of society, people are facing unsettling questions about their worth and their place in a shifting world.
Sessions run Wednesdays from 4:30–5:30 PM in CoDa E160. Each session features a different Stanford speaker; talk titles are announced by the organizers.

Sessions run Wednesdays from 4:30–5:30 PM in CoDa E160. Each session features a different Stanford speaker; talk titles are announced by the organizers.
Critical research on applications of artificial intelligence in legal systems tends to focus on the United States, and on predictive use cases such as pretrial risk assessment. Much of this work draws from related literature on fairness, transparency, and accountability in AI, but has yet to address how in other geographic contexts, courtroom applications of AI have been rolled out with limited public scrutiny of potential sources of bias, privacy violations, and other risks.
This talk presents emergent findings from a paper coauthored with Ocean University and Peking University Professor of Law Dai Xin for the 2020 Privacy Law Scholars' Conference. We have typologized and evaluated Chinese smart court (智能法院) technologies along lines that mirror the three major claims proponents of these systems make, namely that they will ensure (1) efficiency, (2) equitable outcomes, and (3) transparency, bringing “sunlight” to China’s historically opaque legal system by making court documents openly accessible online. The full suite of technologies that fall under the Supreme People’s Court’s smart court designation ranges from natural language processing-equipped recording devices that create official documentation of trials, to automated case management systems and programs that semantically analyze outcomes in prior cases to assist judges’ decision-making, among other examples.
The emerging discourse around smart courts within China presents Chinese scholars with a unique opportunity to discuss algorithmic bias, public-private partnerships, concerns with training data quality, privacy and reputational harms, among other issues this form of technologically mediated governance produces. What are the competing views among the Chinese stakeholders involved in the smart court project—judges, lawyers, legal scholars, policymakers, technology companies—regarding these technological interventions? We contextualize our analysis of the smart courts against a rich body of literature from Chinese social science, public safety, tech industry, and law journals that reveal the complexity and lack of consensus around the smart court initiative.
