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ZiF Bielefeld

Episode #23: AI Risk and Safety Landscape

with Benjamin Paaßen, Elizabeth Herbert and Olle Häggström

18.02.2026 46 min

Zusammenfassung & Show Notes

With the increasing adoption of artificial intelligence (AI) methods in society, discussions about associated risks and how to mitigate them have also intensified, as evidenced by efforts to regulate AI applications in the EU and industry attempts to provide “safe AI”. However, while there appears to be a general consensus that AI-supported systems ought to be safe, we also observe fierce disagreement about which risks should be considered and what constitutes viable mitigation strategies. In other words: there is an urgent need to understand what both risk and safety mean in the context of AI.
In this episode cognitive scientist Benjamin Paaßen (Bielefeld), computational neuroscientist Elizabeth Herbert (München) and Olle Häggström, Professor of Mathematical Sciences at Gothenburg University, talk about the difficulties of defining risk and safety, about the range of risks that should be considered, as well as strategies to enhance AI-safety across technical, social and legal dimensions. They also reflect on the necessity and the challenges of interdisciplinary collaboration to make progress with this endeavor.

Links:
Olle Häggström
Elizabeth Herbert
Benjamin Paaßen 
ZiF-Workshop "AI Risk and Safety Landscape"