Discussion Session #1- Tracie Farrell (Monday, 10AM)

Shifting Power in AI Ecosystems

98	The Silicon Sovereignty Paradox: Navigating Fluid State-Corporate Power Dynamics in the Age of AI	Maanya Singh; Anka Reuel
438	AI Policy for Whom? Reclaiming Governance from Capitalist Capture	Petter Ericson; Rachele Carli; Jason Tucker; Virginia Dignum
611	$100,000 or the robot gets it! Tech Workers’ Resistance Guide: Tech Worker Actions, History, Risks, Impacts, and the Case for a Radical Flank	Mohamed Abdalla
126	Algorithmic Fairness Beyond Legally Protected Groups and When Group Labels Are Unknown	Abdoul Jalil Djiberou Mahamadou, Judy Wawira Gichoya and Artem A. Trotsyuk

Discussion Session #2 – Kristel Clayville (Monday, 3:15pm)

Evaluating LLMs in the context of patient autonomy and human rights

70	Privacy in Image Datasets: A Case Study on Pregnancy Ultrasounds	Rawisara Lohanimit; Yankun Wu; Amelia Katirai; Yuta Nakashima; Noa Garcia
487	Assessing Human Rights Risks in AI: A Framework for Model Evaluation	Vyoma Raman; Camille Chabot; Betsy Popken
497	Write on Paper, Wrong in Practice: Why LLMs Still Struggle with writing clinical notes	Kristina L. Kupferschmidt; Kieran O’Doherty; Joshua A. Skorburg
513	Principles and Policy Recommendations for Comprehensive Genetic Data Governance	Vivek Ramanan; Ria Vinod; Cole Williams; Sohini Ramachandran; Suresh Venkatasubramanian

Discussion Session #3 – Sanmay Das (Tuesday, 3:15pm)

Alignment with Whom? AI, Lay Judgment, and Expertise

11	Diverse Human Value Alignment for Large Language Models via Ethical Reasoning	Jiahao Wang; Songkai Xue; Jinghui Li; Xiaozhen Wang
451	Aggregation Problems in Machine Ethics and AI Alignment	Kevin Baum; Marija Slavkovik
564	Against AI Jurisprudence: Large Language Models and the False Promises of Empirical Judging	Dasha Pruss; Jessie Allen
661	Do Your Guardrails Even Guard? Method for Evaluating Effectiveness of Guardrails in Aligning LLM Outputs with Expert User Expectations	Anindya Das Antar; Xun Huan; Nikola Banovic

Discussion Session #4 – Andrés Páez (Wednesday, 9am)

Stereotypes, fairness, and oppression in LLM-based social interactions

101	AI, Normality, and Oppressive Things	Ting-an Lin; Linus Ta-Lun Huang
175	Interactional Fairness in Large Language Model Multi-Agent Systems: An Evaluation Framework	Ruta Binkyte
195	Social Misattributions in Conversations with Large Language Models	Andrea Ferrario; Alberto Termine; Alessandro Facchini
213	SESGO: Spanish Evaluation of Stereotypical Generative Outputs	Melissa Robles; Catalina Bernal; Denniss Raigoso; Mateo Dulce Rubio