Contacte.e.sullivan@ tue.nl 0.
Industrial Engineering and Innovation Sciences
EAISI High Tech Systems
My research is at the intersection between philosophy and data and computer science. I investigate how AI technology mediates (scientific) understanding and shapes norms of information sharing, scientific modeling, explanation, and the ethical consequences that follow. I am currently the PI on a NWO Veni project (2021-2024) on the explainability of machine learning systems. I am the Co-director of the Eindhoven Center for philosophy of AI, fellow in the ESDiT research consortium, and an Associate Editor for the European Journal for the Philosophy of Science.
From Explanation to Recommendation2022 AAAI/ACM Conference on Al, Ethics and Society, AIES'22 (2022)
Understanding from Machine Learning ModelsBritish Journal for the Philosophy of Science (2022)
Ethical pitfalls for natural languages processing in psychology(2022)
Model Explanation Versus Model-Induced ExplanationFoundations of Science (2021)
A Normative Framework for Sharing Information Online(2021)
No ancillary activities