Science and Technology Law Commons^™

Legalbench: A Collaboratively Built Benchmark For Measuring Legal Reasoning In Large Language Models, Neel Guha, Julian Nyarko, Daniel E. Ho, Christopher Ré, Adam Chilton, Aditya Narayana, Alex Chohlas-Wood, Austin Peters, Brandon Waldon, Daniel Rockmore, Diego A. Zambrano, Dmitry Talisman, Enam Hoque, Faiz Surani, Frank Fagan, Galit Sarfaty, Gregory M. Dickinson, Haggai Porat, Jason Hegland, Jessica Wu, Joe Nudell, Joel Niklaus, John Nay, Jonathan H. Choi, Kevin Tobia, Margaret Hagan, Megan Ma, Michael A. Livermore, Nikon Rasumov-Rahe, Nils Holzenberger, Noam Kolt, Peter Henderson, Sean Rehaag, Sharad Goel, Shang Gao, Spencer Williams, Sunny Gandhi, Tom Zur, Varun Iyer, Zehua Li

All Papers

The advent of large language models (LLMs) and their adoption by the legal community has given rise to the question: what types of legal reasoning can LLMs perform? To enable greater study of this question, we present LegalBench: a collaboratively constructed legal reasoning benchmark consisting of 162 tasks covering six different types of legal reasoning. LegalBench was built through an interdisciplinary process, in which we collected tasks designed and hand-crafted by legal professionals. Because these subject matter experts took a leading role in construction, tasks either measure legal reasoning capabilities that are practically useful, or measure reasoning skills that lawyers …

Future-Proofing U.S. Laws For War Crimes Investigations In The Digital Era, Rebecca Hamilton

Articles in Law Reviews & Other Academic Journals

Advances in information technology have irrevocably changed the nature of war crimes investigations. The pursuit of accountability for the most serious crimes of concern to the international community now invariably requires access to digital evidence. The global reach of platforms like Facebook, YouTube, and Twitter means that much of that digital evidence is held by U.S. social media companies, and access to it is subject to the U.S. Stored Communications Act.

This is the first Article to look at the legal landscape facing international investigators seeking access to digital evidence regarding genocide, war crimes, crimes against humanity, and aggression. It …

Property's Boundaries, James Toomey

Elisabeth Haub School of Law Faculty Publications

Property law has a boundary problem. Courts are routinely called upon to decide whether certain kinds of things can be owned--cells, genes, organs, gametes, embryos, corpses, personal data, and more. Under prevailing contemporary theories of property law, questions like these have no justiciable answers. Because property has no conceptual essence, they maintain, its boundaries are arbitrary--a flexible normative choice more properly legislative than judicial.

This Article instead offers a straightforward descriptive theory of property's boundaries. The common law of property is legitimated by its basis in the concept of ownership, a descriptive relationship of absolute control that exists outside of …

Legal Dispositionism And Artificially-Intelligent Attributions, Jerrold Soh

Research Collection Yong Pung How School Of Law

It is conventionally argued that because an artificially-intelligent (AI) system acts autonomously, its makers cannot easily be held liable should the system's actions harm. Since the system cannot be liable on its own account either, existing laws expose victims to accountability gaps and need to be reformed. Recent legal instruments have nonetheless established obligations against AI developers and providers. Drawing on attribution theory, this paper examines how these seemingly opposing positions are shaped by the ways in which AI systems are conceptualised. Specifically, folk dispositionism underpins conventional legal discourse on AI liability, personality, publications, and inventions and leads us towards …

Book Review Rethinking The Jurisprudence Of Cyberspace, David Cowan

Canadian Journal of Law and Technology

It is a common claim that law is always catching up with technology. This is not entirely fair. The European Union’s General Data Protection Regulation1 (GDPR) could be viewed as a case of technology having to catch up to the law. That said, clearly there are challenges in law and in the legal profession, both in terms of how the law can adapt to changes in the digital world and the disruption of the legal profession. On the former point, there are perhaps three broad schools of thought: existing law is sufficient for adapting to new technological challenges, as it …

How To Get Away With Discrimination: The Use Of Algorithms To Discriminate In The Internet Entertainment Industry, Sumra Wahid

American University Journal of Gender, Social Policy & the Law

In July 2021, Ziggi Tyler posted a video on TikTok, a popular video sharing platform, where he expressed his frustration with being a Black content creator on TikTok. The video showed Ziggi typing phrases such as “Black Lives Matter” or “Black success” into his Marketplace creator bio, which the app would immediately flag as inappropriate content. However, when Ziggi replaced those words with “white supremacy” or “white success,” no inappropriateness warning appeared. Although a TikTok spokesperson responded to the video clarifying that the app had mistakenly flagged phrases without considering word order, Ziggi refused to let an algorithm absolve TikTok …

Letter Form The Editor, Wayne Rash, Iii

American University National Security Law Brief

In our last issue of The National Security Law Brief, Vol. 13, No. 1, we highlighted the dynamism that makes National Security Law such an exciting field. In this issue, No. 2, we continue with the dynamism theme. National security law is a field in constant change that often leaves us questioning how these changes will shape the law.

The Need For An Australian Regulatory Code For The Use Of Artificial Intelligence (Ai) In Military Application, Sascha-Dominik Dov Bachmann, Richard V. Grant

American University National Security Law Brief

Artificial Intelligence (AI) is enabling rapid technological innovation and is ever more pervasive, in a global technological eco-system lacking suitable governance and absence of regulation over AI-enabled technologies. Australia is committed to being a global leader in trusted secure and responsible AI and has escalated the development of its own sovereign AI capabilities. Military and Defence organisations have similarly embraced AI, harnessing advantages for applications supporting battlefield autonomy, intelligence analysis, capability planning, operations, training, and autonomous weapons systems. While no regulation exists covering AI-enabled military systems and autonomous weapons, these platforms must comply with International Humanitarian Law, the Law of …

Hanging In The Balance: An Assessment Of European Versus American Data Privacy Laws And Threats To U.S. National Security, Dara Paleski

American University National Security Law Brief

Social media has quickly become an integral part of modern-day life, keeping the world connected to friends, family and current events. Social media, and the data collected from it, also play a crucial role in intelligence gathering and the safeguarding of national security. It is estimated that about 80-95% of information that is collected for intelligence missions is found freely throughout the internet or other publicly available sources. This type of information has been dubbed SOCMINT (Social Media Intelligence) and it has become a crucial tool within the intelligence community. After the Edward Snowden leaks in 2013 revealed a global …

Digital Habit Evidence, Andrew Guthrie Ferguson

Articles in Law Reviews & Other Academic Journals

This Article explores how “habit evidence” will become a catalyst for a new form of digital proof based on the explosive growth of smart homes, smart cars, smart devices, and the Internet of Things. Habit evidence is the rule that certain sorts of semiautomatic, regularized responses to particular stimuli are trustworthy and thus admissible under the Federal Rules of Evidence (“FRE”) 406 “Habit; Routine Practice” and state equivalents.

While well established since the common law, “habit” has made only an inconsistent appearance in reported cases and has been underutilized in trial practice. But intriguingly, once applied to the world of …