Talks

A selection of invited and contributed talks.

Invited Talks

2026

Understanding LLMs for Science: From Benchmarks to Mechanisms
LT3 Language and Translation Technology Team
Ghent
Does Mechanistic Interpretability Really Open the Black Box?
Radboud University
Nijmegen

2025

When AI Becomes the Theorist
Computing Challenges and AI Opportunities for Future Colliders workshop
Geneva
Selected Effect Functions in GenAI Artefacts
University of Cincinnati
Cincinnati, USA
The New Science of Artificial Intelligence
Purdue University
Purdue, USA
Mechanistic Interpretability for AI Safety: It's Time to Open the Black Box
Butler University
Indianapolis, USA

2024

Reinforcement Learning from Human Feedback: Whose Culture, Whose Values, Whose Perspectives?
Allianz Onderzoek Seminar
Ghent
Reinforcement Learning from Human Feedback: Whose Culture, Whose Values, Whose Perspectives?
Institute for Science in Society Colloquium
Nijmegen
IBE in XAI
Allianz Onderzoek Seminar
Brussels
The Understanding Benchmark
Lorentz Workshop
Leiden

2023

Machine Learning in Physics
Radboud University
Nijmegen
The Scientific Understanding Test
Institute for Science in Society Colloquium
Nijmegen
How Large Language Models Increase Scientific Understanding in Physics
IMAPP Seminar
Nijmegen
The Understanding Test
Hybrid Workshop on the Philosophy of Large Language Models
Eindhoven

2019 - 2022

AI and Machine-Learning Technology
University of Twente, PSTS Master Course
Twente, 2022
Appointed Commentator at ALO Seminars, Ghent University
On Uskali Mäki (2019), Francisco Guala (2021), and Mieke Boon (2021)

Contributed Talks

Year Venue Title
2025 EPSA, Groningen Optimality Explanations & Common Causes
2025 EPSA, Groningen poster Pluralistic RLHF: Leveraging Philosophy of Science and Social Epistemology to Improve Large Language Models
2023 PhAI, Erlangen Inference to the Best Explanation in Explainable AI
2023 EPSA, Belgrade Measuring Understanding in Humans and Machines
2023 IACAP, Prague Benchmarking Understanding of LLMs
2022 SPSP, Ghent Evaluating Accident Causation Models in Engineering Science
2022 Mathematics as Science, Ghent Task-based 'Distinctively' Mathematical Explanations Do Not Address Physical Facts
2022 Mechanisms in Ghent An Account of Fictional Mechanisms by Constraint
2021 EPSA, Turin Explanatory Holes? Testing the Limits of the Mechanistic Framework
2021 HPS Colloquium, Ruhr-Universität Bochum On Explanation in the Engineering Sciences
2019 OZSW, Tilburg University IBE in Engineering Science: The Case of Malfunction Explanation