Lauren M. Chambers, Diag Davenport. “Putting the ‘Practice’ in Critical Technical Practice: A Decision-Making Pedagogy for the Public Interest Technology Clinic.”

Shira Gur-Arieh. “Ambiguity Collapse.”

Andreas Haupt. “Self-Preferencing as a Fairness Provision: A General Definition.”

Elena L. Glassman, Chelse Swoopes, Aileen Nielsen. “AI-Resiliency in Legal Work: A Heuristic Evaluation of LLM-Based Workflow Support Tools in Research and Practice.”

A. Feder Cooper, Ahmed Ahmed, Sanmi Koyejo, Percy Liang. “Extracting books from production language models.”

Christoph Busch. “Consumer Law for AI Agents.”

Mark Paes, Eugene Spafford. “Governance Control Mechanisms and Validations for PETs for Privacy and Civil Liberty Concerns in Enterprise AI Monitoring.”

Talia Schwartz, Chen Wang. “Assessing LLM Bias in Judicial Decision-Making: The Effect of Race, Gender and Priming on LLMs’ Conviction Predications.”

Theodora Worledge, Othman Bensouda Koraichi, Daniel Bernal, Aviv Caspi, Tatsunori Hashimoto, Carlos Guestrin, David Engstrom. “AI Assistance for Court Review of Default Judgments.”

Chang Wang, Jason D. Hartline, Chenhao Zhang. “The Inherent Communication Channel of Learning and Algorithmic Collusion.”

Quan Ze Chen, Vinay Koshy, Kevin Feng, Max Kleiman-Weiner, Amy Zhang. “Leveraging Legal Case-Based Reasoning for Accountable AI Governance.”

Yu Fan, The LEXam Team. “LEXam-v2: A Global Effort on Benchmarking Legal Reasoning.”

Junzhe Jiang, Bo Li, Minming Li. “Position-Aware RAG for Strategic Legal Advocacy.”

Aishani Dutta. “PQC4P2FD: Post-Quantum Cryptography 4 Privacy-Preserving Fraud Detection.”

Zachary Cooper. “The Innovation Paradox: How Technological and Creative Progress Confound Copyright.”

Sonia Katyal, Chris Morten. “The Third Enclosure Movement.”

Lighting Talk Session 1 presenters

Ashwin Murthy, Ramesh Krishnamaneni, Sean Chacon, Kelsey Carlson, Ranjita Naik. “Predicting Juror Predisposition Using Machine Learning: A Comparative Study of Human and Algorithmic Jury Selection.”

Nel Escher, Nikola Banovic, Ben Green. “Algorithm Auditing Policies Rest on Flawed Assumptions About Public Sector Systems.”

Ira Globus-Harris, Nikhil Garg. “Assistant Research Professor.”

Alex Betty. “It’s Delegation: Attributing Liability for Agentic AI Actions.”

Wm. Matthew Kennedy, Savannah Thais, Abhigyan Acherjee, Caitlin Kraft-Buchman. “HumRightsBench: A Benchmark for Evaluating Internal Representations of Human Rights Principles in LLMs and LRMs.”

Ro Encarnación, Christen Hammock Jones, Danaé Metaxa. “Auditing LLM Responses in a Complex Policy Landscape: U.S. Abortion Law.”

Kate Donahue, Manish Raghavan. “Impacts of Output Aggregation on Social Welfare & Incentives in Generative AI.”

Yixiong Gao, Minming Li, Ubaid Rehman. “Online Judicial Case Assignment with Quality and Fairness Baselines.”

Chelse Swoopes, Ziwei Gu, Elena L. Glassman. “Interface Design to Support Legal Reading and Writing: Insights from Interviews with Legal Experts.”

Anastasia Karagianni. “From Fairness Metrics to Standards: ‘Verifemmication’ for Reproductive Rights Protection under the EU AI Act.”

Leijie Wang, Amy X Zhang. “Designing Evidence Collection for Reporting Systems in Private Online Spaces.”

Sunayana Rane, Noam Kolt. “Probing Legal Values in Reward Models.”

Tobias Schamel, Robert Mahari. “Automated Detection of Deceptive Behavior and False Statements in Cross-Examinations and Court Hearings.”

Yu Fan, Yang Tian, Joel Niklaus, Jingwei Ni, Alexander Hoyle, Elliott Ash. “Are Large Language Models Smart Enough to Know What They Don’t Know? Evaluating Abstention Behavior in Law.”

Olivia Peiyu Wang, Leilani H. Gilpin. “Beyond the Sentence Level: Evaluating LLM Translation of Legal Terms of Service into First-Order Logic.”

Joe Kwon, Noam Kolt, Hilal Aka. “Evaluating Contextual Illegality: AI Compliance in Corporate Law Scenarios.”

Aaron Tucker. “Reasoning Models Are Not Better at Predicting the Outcomes of Legal Cases.”

Lighting Talk Session 2 presenters