Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty. - Umang Bhatt; Javier Antorán; Yunfeng Zhang; Q. Vera Liao; Prasanna Sattigeri; Riccardo Fogliato; Gabrielle Gauthier Melançon; Ranganath Krishnan; Jason Stanley; Omesh Tickoo; Lama Nachman; Rumi Chunara; et al. (AIES, 2021)

A Multistakeholder Approach Towards Evaluating AI Transparency Mechanisms. - Ana Lucic; Madhulika Srikumar; Umang Bhatt; Alice Xiang; Ankur Taly; Q. Vera Liao; Maarten de Rijke (CoRR, 2021)

Advancing ethics review practices in AI research. - Madhulika Srikumar; Rebecca Finlay; Grace Abuhamad; Carolyn Ashurst; Rosie Campbell; Emily Campbell-Ratcliffe; Hudson Hongo; Sara R. Jordan; Joseph Lindley; Aviv Ovadya; Joelle Pineau (Nat. Mac. Intell., 2022)

Publisher Correction: Advancing ethics review practices in AI research. - Madhulika Srikumar; Rebecca Finlay; Grace Abuhamad; Carolyn Ashurst; Rosie Campbell; Emily Campbell-Ratcliffe; Hudson Hongo; Sara R. Jordan; Joseph Lindley; Aviv Ovadya; Joelle Pineau (Nat. Mac. Intell., 2023)

In-House Evaluation Is Not Enough: Towards Robust Third-Party Flaw Disclosure for General-Purpose AI. - Shayne Longpre; Kevin Klyman; Ruth E. Appel; Sayash Kapoor; Rishi Bommasani; Michelle Sahar; Sean McGregor; Avijit Ghosh; Borhane Blili-Hamelin; Nathan Butters; Alondra Nelson; Amit Elazari; et al. (CoRR, 2025)

A Different Approach to AI Safety: Proceedings from the Columbia Convening on Openness in Artificial Intelligence and AI Safety. - Camille François; Ludovic Peran; Ayah Bdeir; Nouha Dziri; Will Hawkins; Yacine Jernite; Sayash Kapoor; Juliet Shen; Heidy Khlaaf; Kevin Klyman; Nik Marda; Marie Pellat; et al. (CoRR, 2025)