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• Enabling the 1:1 Promise: AI Enabled Fairness for Indonesia’s Retail IPO Allocation

  Anchal Gupta, Gleb Papyshev, James T Kwok

  1151-1161

  2026-10-11

• RCTs & Human Uplift Studies: Methodological Challenges and Practical Solutions for Frontier AI Evaluation

  Patricia Paskov, Kevin Wei, Shen Hong, Dan Bateyko, Xavier Roberts-Gaal, Carson Ezell, Gailius Praninskas, Valerie Chen, Umang Bhatt, Ella Guest

  2036-2052

  2026-10-11

• Privacy Cost as Equity Input: A Group Fairness Criterion for Differentially Private Machine Learning

  Rakshit Naidu

  1858-1869

  2026-10-11

• Appearing Legitimate is Not Enough: Interrogating Synthetic Agents in Representational Processes through a Participatory Design Lens

  Aditya Nayak, Aditi Vashistha, Alissa Centivany, Aakash Gautam

  1870-1882

  2026-10-11

• When Do AI Gains Become Broadly Shareable? A Policy Threshold for AI-Driven Automation

  Aran Nayebi

  1883-1894

  2026-10-11

• Follow the Norm: Accounting for Fine-Tuning and Prompt Effects on Model Rationales

  Long Hoang Nguyen, Brice Valentin Kok-Shun, Guangyu Du, Ali Sunyaev

  1895-1907

  2026-10-11

• No One to Blame: A Framework of Constitutive AI Unaccountability

  Long Hoang Nguyen, Eva Späthe, Sebastian Lins, Ali Sunyaev

  1908-1919

  2026-10-11

• Untangling Trust, Transparency, and Uncertainty in AI Literature and Policy

  Kai Nylund, Shani Spivak, Dakuo Wang, Lace Padilla

  1920-1936

  2026-10-11

• Lost in Translation: How Universal Ethical Values Fail to Translate Across Global Contexts

  Ozioma C. Oguine, Munachimso B. Oguine, Cesar Cervera, Jenny Yang, Pooja Voladoddi, Mario Rodriguez, Saif Eddin Bani Malhem, Karla Badillo-Urquiola, Daricia Wilkinson

  1937-1948

  2026-10-11

• MonitrLLM: A Community-Centered Evaluation Infrastructure for Large Language Models

  Victor Ojewale, Ro Encarnación, Suresh Venkatasubramanian, Danaé Metaxa

  1949-1959

  2026-10-11

• Designing for Doubt: The Case for Informed Abstention in Autonomous Agents

  Victor Ojewale, Suresh Venkatasubramanian

  1960-1971

  2026-10-11

• Why Do AI Agents Break Rules? How Framing, Context, and Social Signals Shape Compliance

  Mika Okamoto, Ansel Kaplan Erol, Kutluhan Erol

  1972-1985

  2026-10-11

• Improving AI Guard Rails with Moral Trust

  Taylor Olson

  1986-1994

  2026-10-11

• Calibrating WEAT Against Anisotropy: ZCA Whitening as a Geometric Pre-Processing Step for Embedding Association Tests

  Seitaro Ono, Senna Ross, Jun Saiki

  1995-2008

  2026-10-11

• Govern, Map, Measure, Absorb: The Legibility Trap in Public Sector Participatory AI Governance

  Srijan Pandey, Devansh Saxena

  2009-2022

  2026-10-11

• FedFAn: Federated Learning for Facial Animation

  Jack Parry, Vinay Namboodiri

  2023-2035

  2026-10-11

• A Proxy-Based Method for Measuring Racial Disparities in Text-to-Image Generators

  Nia Mucher, Ngan Pham, Jason Chin, Aaron Brown, David Evans

  1846-1857

  2026-10-11

• Ordinary, Reasonable Chatbots: Do AI Models Track Human Legal Judgments?

  Nirav Patel, Emily Wenger, Christopher Buccafusco

  2053-2064

  2026-10-11

• Agentic Relationship Harm: Benchmarking and Gating Relational Manipulation in AI Agents

  Tan Pei Sze, Tasuku Igarashi, Isao Echizen

  2065-2077

  2026-10-11

• Are Algorithm Registers Transparent? Perspectives from Germany

  Iman Peljto, Xenia Heilmann, Mattia Cerrato

  2078-2088

  2026-10-11

• ABLEIST: Intersectional Disability Bias in LLM-Generated Hiring Scenarios

  Mahika Phutane, Hayoung Jung, Matthew Kim, Tanu Mitra, Aditya Vashistha

  2089-2104

  2026-10-11

• Can LLMs Rank? A Tale of Triads and Triage

  Gaurab Pokharel, Shafkat Farabi, Patrick J. Fowler, Sanmay Das

  2105-2117

  2026-10-11

• AI from the Margins (AIM): Rethinking Participatory AI Design Through the Lived Experience of Minoritized Communities

  Tijs Portegies, Laureanne Willems, Maaike Harbers, Giovanni Sileno, Roland van Dierendonck, Mayesha Tasnim, Lotte Willemsen, Sennay Ghebreab

  2118-2129

  2026-10-11

• Selective Overconfidence: How Large Language Models Underserve Social Welfare Law Across Jurisdictions

  Shera Potka, Alex Thomo, Paula Helm, Wulf Loh

  2130-2141

  2026-10-11

• “I Thought You Were the Uncensored Place”: Norms, Rules, and Moderation in AI-Generated Sexual Content Communities

  Lucy Qin, Jaron Mink, Elissa M. Redmiles

  2142-2156

  2026-10-11