2025
Sustainability-focused generative AI risk mitigation strategies
A decision-oriented approach to testing, evaluating, and mitigating risks in enterprise sustainability applications.
Publications
Selected publications
Peer-reviewed papers, book chapters, and reports spanning responsible AI, digital systems, and technology supply chains.
2024
Climate impacts of digital use supply chains
A framework connecting everyday digital activity with production systems, resource use, and emissions.
2022
Functionality-based life cycle assessment of ICT products
A user-centered method for comparing multifunctional technology products based on the services they provide.