WIPO Conversation on Intellectual Property (IP) and Artificial Intelligence (AI)
Submission to the World Intellectual Property Organization's Conversation on Intellectual Property (IP) and Artificial Intelligence (AI), second session, on behalf of the Global Expert Network on Copyright User Rights.
Academic Calendar
2025-26 Academic Calendar Please note: All times in U.S. Central. EventDate / Time First Registration Appointment Window (all 3Ls)June 16 (YES opens at 12:35 PM) thru June 22 (YES closes at 11:59 PM) Second Registration Appointment Window (all 2Ls/3Ls)June 23...
Litigation Outcome Prediction of Differing Site Condition Disputes through Machine Learning Models
The construction industry is one of the main sectors of the U.S. economy that has a major effect on the nation’s growth and prosperity. The construction industry’s contribution to the nation’s economy is, however, impeded by the increasing number of...
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Recruiting Events Each year, Vanderbilt Law School LL.M. admissions representatives attend a variety of student recruiting events across the globe. This year, we will be attending a number of in-person and virtual events, including the LSAC Digital Forums, virtual LL.M....
IP’s Pluralism Puzzle
Introduction At the core of intellectual property (IP) law lies a fundamental question of political philosophy: Can any argument justify the state’s grant of private property rights in intangibles?[1] To this question, scholars have responded that IP rights can be...
(White) Racial Arithmetic as Intellectual Property Architecture
Introduction In The Signal and the Noise, a manifesto for our cognitively dissonant post-fact, pro-statistics era, Nate Silver writes: “Data-driven predictions can succeed—and they can fail. It is when we deny our role in the process that the odds of...
Approaches to Protecting Intellectual Property Rights in Open-Source Software and AI-Generated Products, Including Copyright Protection in AI Training.
China’s regulatory approaches to open-source resources and software deserve special attention due to the widespread global use of Chinese-developed solutions. China’s activity in the open-source software sector surged in 2020, laying the foundation for the type of innovations seen today....
AI and IP: Theory to Policy and Back Again – Policy and Research Recommendations at the Intersection of Artificial Intelligence and Intellectual Property
Abstract The interaction between artificial intelligence and intellectual property rights (IPRs) is one of the key areas of development in intellectual property law. After much, albeit selective, debate, it seems to be gaining increasing practical relevance through intense AI-related market...
Implementing User Rights for Research in the Field of Artificial Intelligence: A Call for International Action
Legal Barriers in Developing Educational Technology
The integration of technology in education has transformed teaching and learning, making digital tools essential in the context of Industry 4.0. However, the rapid evolution of educational technology poses significant legal challenges that must be addressed for effective implementation. This...
Securitising AI: routine exceptionality and digital governance in the Gulf
Abstract This article examines how Gulf Cooperation Council (GCC) states securitise artificial intelligence (AI) through discourses and infrastructures that fuse modernisation with regime resilience. Drawing on securitisation theory (Buzan et al., 1998; Balzacq, 2011) and critical security studies, it analyses...
Refining the Dangerousness Standard in Felon Disarmament lawreview - Minnesota Law Review
By Jamie G. McWilliam. Full Text. To some, 18 U.S.C. 922(g) is a necessary safeguard that keeps guns out of the hands of dangerous persons. To others, it strips classes of non-violent people of their natural and constitutional rights. This...
What's Next for AI Ethics, Policy, and Governance? A Global Overview
Since 2016, more than 80 AI ethics documents - including codes, principles, frameworks, and policy strategies - have been produced by corporations, governments, and NGOs. In this paper, we examine three topics of importance related to our ongoing empirical study...
Authorship in artificial intelligence‐generated works: Exploring originality in text prompts and artificial intelligence outputs through philosophical foundations of copyright and collage protection
Abstract The advent of artificial intelligence (AI) and its generative capabilities have propelled innovation across various industries, yet they have also sparked intricate legal debates, particularly in the realm of copyright law. Generative AI systems, capable of producing original content...
A Legal Stimulus
We need a legal stimulus. Not just a stimulus that is legal, but one that provides legal aid. That is why any further congressional stimulus should allocate additional funds specifically for legal services to individuals who, as a result of...
Artificial Intelligence and Copyright: Issues and Challenges
The increasing role of Artificial Intelligence in the area of medical science, transportation, aviation, space, education, entertainment (music, art, games, and films), industry, and many other sectors has transformed our day to day lives. The area of Intellectual Property Rights...
LexNLP: Natural language processing and information extraction for legal and regulatory texts
LexNLP is an open source Python package focused on natural language processing and machine learning for legal and regulatory text. The package includes functionality to (i) segment documents, (ii) identify key text such as titles and section headings, (iii) extract...
Reimagining Copyright: Analyzing Intellectual Property Rights in Generative AI
Generative Artificial Intelligence (Generative AI) is completely turning the workforce upside down. This can be mainly attributed to the efficiency it brings to the organisation and educational institutions. With rapid digital developments observed across the globe, Generative AI is currently...
Elements of Information Theory
Preface to the Second Edition. Preface to the First Edition. Acknowledgments for the Second Edition. Acknowledgments for the First Edition. 1. Introduction and Preview. 1.1 Preview of the Book. 2. Entropy, Relative Entropy, and Mutual Information. 2.1 Entropy. 2.2 Joint...
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Reconciling Legal and Technical Approaches to Algorithmic Bias
In recent years, there has been a proliferation of papers in the algorithmic fairness literature proposing various technical definitions of algorithmic bias and methods to mitigate bias. Whether these algorithmic bias mitigation methods would be permissible from a legal perspective...
A Law and Political Economy of Intellectual Property
Introduction Theories of intellectual property (IP) tend to come in two varieties: “normative” theories that concern themselves with evaluating the extent to which IP rights are (or are not) justified, and “positive” theories that focus on explaining the origins or...
Algorithmic decision-making employing profiling: will trade secrecy protection render the right to explanation toothless?
AI governance: a systematic literature review
Abstract As artificial intelligence (AI) transforms a wide range of sectors and drives innovation, it also introduces different types of risks that should be identified, assessed, and mitigated. Various AI governance frameworks have been released recently by governments, organizations, and...
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Wisconsin Law Review’s 2024 Symposium
The Wisconsin Law Review presents, Sept. 20, 2024: The 2024 Wisconsin Law Review SymposiumThe one-day symposium was hosted by Dean Dan Tokaji, University of Wisconsin Law School, and Professors Miriam Seifter and Rob Yablon of the State Democracy Research Initiative,...
Worldwide AI ethics: A review of 200 guidelines and recommendations for AI governance
The utilization of artificial intelligence (AI) applications has experienced tremendous growth in recent years, bringing forth numerous benefits and conveniences. However, this expansion has also provoked ethical concerns, such as privacy breaches, algorithmic discrimination, security and reliability issues, transparency, and...
How Copyright Law Can Fix Artificial Intelligence's Implicit Bias Problem
As the use of artificial intelligence (AI) continues to spread, we have seen an increase in examples of AI systems reflecting or exacerbating societal bias, from racist facial recognition to sexist natural language processing. These biases threaten to overshadow AI’s...