Jenn Gamble Head, Data Science, Distyl AI Chen Goldberg Senior Vice-President, Engineering, CoreWeave Tom Gruber Founder, Humanistic AI Gillian Hadfield Professor of Law and Professor of Strategic Management, University of Toronto Peter Hallinan Director, Responsible Artificial Intelligence, Amazon Web Services (AWS) Bennet Hillenbrand Agentic Product Safety Lead, MLCommons Babak Hodjat Chief AI Officer, Cognizant Sean Kask Chief AI Strategy Officer, SAP Robert Katz Vice-President, Responsible AI and Tech, Salesforce Michael Kearns Founding Director, Warren Center for Network and Data Sciences, University of Pennsylvania Steven Kelly Chief Trust Officer, Institute for Security and Technology Alex Lebrun Co-Founder and Chief Executive Officer, Nabla Stefan Leichenauer Vice-President, Engineering, SandboxAQ Tze Yun Leong Professor of Computer Science, National University of Singapore Scott Likens Global AI and Innovation Technology Lead, PwC Ramana Lokanathan Senior Vice-President, Engineering and AI, Automation Anywhere Nada Madkour Non-Resident Research Fellow, University of California, Berkeley Richard Mallah Principal AI Safety Strategist, Future of Life Institute Pilar Manchón Senior Director, Engineering, Google Gaonyalelwe Maribe Head, Data Analytics and AI, Old MutualDarko Matovski Founder and Chief Executive Officer, causaLens Mao Matsumoto Head, NEC Fellow Office, NEC Sean McGregor Agentic Product Safety Lead, MLCommons Risto Miikkulainen Professor of Computer Science, The University of Texas at Austin Satwik Mishra Executive Director, Centre for Trustworthy Technology (CTT) Margaret Mitchell Researcher and Chief Ethics Scientist, Hugging Face Jessica Newman Director, AI Security Initiative, Centre for Long-Term Cybersecurity, UC Berkeley Mark Nitzberg Executive Director, Center for Human-Compatible AI, UC Berkeley Henrik Ohlsson Vice-President; Chief Data Scientist, C3 AI Dmytro Ovcharenko AI Chief Technology Officer, Ministry of Digital Transformation of Ukraine Maria Pocovi Global Head of Responsible AI, Uniphore Reza Rooholamini Chief Scientific, Artificial Intelligence and Innovation Officer, CCC Intelligent Solutions Long Ruan Chief Technology Officer, Astra Tech Jason Ruger Chief Information Security Officer, Lenovo Daniela Rus Director, Computer Science and Artificial Intelligence Laboratory (CSAIL), Massachusetts Institute of Technology (MIT) Jun Seita Team Director, Medical Science Deep Learning Team, RIKEN Norihiro Suzuki Chairman of the Board, Hitachi Research Institute, Hitachi Sumit Taneja Senior Vice-President and Global Head, Artificial Intelligence (AI) Consulting and Implementation, EXL Service AI Agents in Action: Foundations for Evaluation and Governance 31

AI Agents in Action Foundations for Evaluation and Governance 2025