PhD Student

Søren From Soelberg M.A.

Dept. 2: History and Social Sciences

Institute for Philosophy, Department of Philosophy of Technology

Contact

work +49 6151 16-57579

Work S4|24 107
Dolivostraße 15
64293 Darmstadt

Research interests

  • Philosophy of (explainable) AI
  • Philosophy of science
  • Philosophy of mind

PhD project

Towards a philosophy of explainable artificial intelligence for its use in critical infrastructure systems (working title)


Poster


Artificial Intelligence (AI) has returned with a vengeance. Countries around the world are scrambling to take advantage of a technology that is estimated boost the economy and change fundamentally both industrial production and the way city infrastructure functions. Rather than being programmed by hand like the AI systems of the last century, contemporary AI consists of deep and elaborate artificial neural networks that are trained on very large datasets to automatically find optimal solutions for complex problems. While the resulting AI models match or even surpass human capability, the inherent complexity of these “black boxes” make them difficult to understand, which is a major stumbling block to the broader application of AI in sectors such as critical infrastructure, healthcare and defence.

This dissertation is a contribution from philosophy to the emerging research field of “Explainable Artificial Intelligence” (XAI), which is tasked with “opening” the black box by developing new technical methods and (re-)establishing theories, definitions and desiderata for AI explainability. Whereas XAI is an interdisciplinary enterprise that involves computer science, the social sciences and the humanities, philosophy has, but a few notable exceptions, yet refrained from engaging with XAI. There is much work to do, especially regarding clarifying explainability as a concept and explicating what constitutes appropriate application of AI in critical sectors.

M.A. History, Economics and Philosophy of Science, Universität Bielefeld


B.A. Philosophy and Science Studies & Cultural Encounters, Roskilde Universitet

Seit 10/2019 Wissenschaftlicher Mitarbeiter (Graduiertenkolleg KRITIS, TU Darmstadt, Darmstadt)
11/2017 – 01/2018 Praktikum (Kooperationsstelle EU der Wissenschaftsorganisationen, Brüssel)
01/2012 – 03/2012 English Teacher Intern (Partners for Sustainable Development, Al-Khalil/Hebron)

Soelberg, Søren; Jensen, Karen Lis: ”Kildekritik, sprogprofil og kriminalefterforskning i slutningen af det 19. århundrede”. In: Bojsen, Heidi; Barfod, Sonja: Hvis du ikke kan sproget: om flersprogethed og læring på RUC’s sprogprofiler. Frederiksberg: Roskilde Universitetsforlag 2018.

Stipendium der Westfälisch-Lippischen Universitätsgesellschaft 2015-16