A CIRANO Researcher and Fellow since 2003, Nathalie de Marcellis-Warin has been President and Chief Executive Officer of CIRANO since 2016, has been leading the Baromètre CIRANO project on risk perception in Quebec, which annually collects data on Quebecers' concerns on 47 social issues since 2011, is responsible of the CIRANO Pole on the Socio-economic Impacts of Digital Intelligence and Main Researcher of the theme Innovation and Digital Transformation. Nathalie de Marcellis-Warin is Full Professor in the Department of Mathematics and Industrial Engineering at Polytechnique Montréal. She is also a Visiting Scientist at Harvard T. Chan School of Public Health and an associate researcher at the Institute for Data Valorization (IVADO).

Holding a Ph.D. in Management Science (in risks and insurance management) from École normale supérieure de Cachan, her research interests focus on risk management and decision-making in different risks and uncertainty contexts as well as public policies. Her research combines economic analysis, cost-benefit analysis, survey data analysis, and more recently massive unstructured data analysis.

In 2008 she created the RISQH network to raise awareness and share experiences on risks management, and patient safety and quality of care in health care facilities.

She participated in the creation of the Montreal Declaration for a Responsible Development of AI.

She is also co-PI of the "Monitoring and Surveys" function at the International Observatory on the Societal Impacts of AI and Digital Technology.

She has published numerous scientific articles, several books and more than 30 reports for government and other organizations. She has given more than a hundred conferences and is regularly solicited to speak in the media.

A CIRANO Researcher and Fellow since 2003, Michel Magnan is Professor at the John Molson School of Business of Concordia University.

Holding a Ph.D. in Business Administration from the University of Washington, his research, teaching and professional interests encompass financial reporting, financial statement analysis, governance, executive compensation, ethics and the environment, and corporate disclosure.

His academic career spans over 30 years. He is the author or co-author of more than 100 papers that have been published in academic and professional journals and has presented his work at several conferences in America, Europe and Asia. He is currently Consulting Editor of Contemporary Accounting Research, Section Editor of the Canadian Journal of Administrative Sciences and Associate Chief Editor of Revue française de gouvernance d’entreprise. He is a member of the Canadian Accounting Standards Board.