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Revolutionizing Access To Justice: The Role Of Ai-Powered Chatbots And Retrieval-Augmented Generation In Legal Self-Help, Ayyoub Ajmi Apr 2024

Revolutionizing Access To Justice: The Role Of Ai-Powered Chatbots And Retrieval-Augmented Generation In Legal Self-Help, Ayyoub Ajmi

Faculty Works

Advancements in artificial intelligence (AI) present numerous opportunities to routinize and make the law more accessible to self-represented litigants, notably through AI chatbots employing natural language processing for conversational interactions. These chatbots exhibit legal reasoning abilities without explicit training on legal-specific datasets. However, they face challenges processing less common and more specific knowledge from their training data. Additionally, once trained, their static status makes them susceptible to knowledge obsolescence over time. This article explores the application of retrieval-augmented generation (RAG) to enhance chatbot accuracy, drawing insights from a real-world implementation developed for a court system to support self-help litigants.


Building A Text And Data Mining Limitation: The Brazilian Case, Luca Schirru, Allan Rocha De Souza, Claudia Chamas Mar 2024

Building A Text And Data Mining Limitation: The Brazilian Case, Luca Schirru, Allan Rocha De Souza, Claudia Chamas

Joint PIJIP/TLS Research Paper Series

In recent years, there has been a growing body of legal regulation of

TDM. Since 2018, Japan, the European Union, Singapore and others have

promoted changes to their copyright law and included specific limitations and

exceptions for TDM. These changes have been slow in the Global South and

the developing world, even though they are urgently needed there. This report

aims to present the Brazilian copyright legal framework and the policy

documents related to Intellectual Property, Artificial Intelligence and

innovation influencing political and public debate. This set of policies and

legislative texts provides the grounds for the discussion on the …


The Futures Of Law, Lawyers, And Law Schools: A Dialogue, Benjamin H. Barton, Sameer M. Ashar, Michael J. Madison, Rachel F. Moran Jan 2024

The Futures Of Law, Lawyers, And Law Schools: A Dialogue, Benjamin H. Barton, Sameer M. Ashar, Michael J. Madison, Rachel F. Moran

Scholarly Works

On April 19 and 20, 2023, Professors Bernard Hibbitts and Richard Weisberg convened a conference at the University of Pittsburgh School of Law titled “Disarmed, Distracted, Disconnected, and Distressed: Modern Legal Education and the Unmaking of American Lawyers.” Four speakers concluded the event with a spirited conversation about themes expressed during the proceedings. Distilling a lively two days, they asked: what are the most critical challenges now facing US legal education and, by extension, lawyers and the communities they serve? Their agreements and disagreements were striking, so much so that Professors Hibbitts and Weisberg invited those four to extend their …


Innovation Misunderstood, Maurice E. Stucke, Ariel Ezrachi Jan 2024

Innovation Misunderstood, Maurice E. Stucke, Ariel Ezrachi

Scholarly Works

Innovation is transformative and key to future prosperity. It is therefore of no surprise that antitrust laws seek to promote it. What is surprising, however, is that despite the central role that innovation occupies in competition cases, its actual treatment by the courts is far from nuanced.

In this paper, we reflect on the D.C. Circuit’s 2023 ruling in N.Y. v Meta to illustrate the prevailing monocular vision adopted by the court in its treatment of innovation. That vision, we argue, reflects simplistic assumptions as to innovation dynamics and mistaken beliefs about the digital economy. It is further compounded by …