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Assistant professorship tenure track for mathematics forresponsible ai 100 %

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Inserat online seit: 20 April
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Department of Mathematical Modeling and MachineLearning (DM3L) Assistant Professorship tenure track forMathematics for Responsible AI 100 % Start of employment Spring2027, permanent employment We are seeking candidates in the fieldof Mathematics for Responsible Artificial Intelligence (RAI). RAIis an interdisciplinary effort to develop AI systems that are fair,accountable, transparent, and socially considerate. The growingadoption of advanced AI technologies has highlighted the importanceof addressing ethical, legal, and societal concerns. Despite theneed for responsible AI, it is estimated that most technical AIresearch focuses on increasing the AI capabilities, with only avery small fraction dedicated to AI safety. The research of the newassistant professor tenure track (APTT) will focus on themathematics of responsible and trustworthy AI. The professorshipwill be embedded in the Department of Mathematical Modeling andMachine Learning (DM3L) and concentrates on devising mathematicalfoundations and principles to enhance the accountability,transparency and explainability, fairness and non-discrimination,of AI systems. More specifically (but not exclusively), we seekcandidates with competences around the following pillars (i)accountability: developing systems where algorithmic decisions canbe traced and audited; ensuring that outcomes are verifiableagainst standards and rules; (ii) transparency and explainability:creating interpretable models where the decision process is clear; (iii) fairness and non-discrimination: designing algorithms to makeunbiased decisions by mathematically defining fairness (e.G.,demographic parity, equality of opportunity), and integrating thesedefinitions into model optimization and evaluation processes(hereby acknowledging the complications of algorithmic notions offairness); (iv) AI alignment: developing AI models that operate ina way that is consistent with human goals, intentions, and values.The professorship will focus on a deeper m...

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