New blog series: Responsable AI

We are excited to announce the launch of a new blog series that will publish periodically on the research outputs of Work Package 3 (WP3) within the MSCA DIGITAL Doctoral Network.

Responsible AI in Finance is the official blog of WP3 and brings together interdisciplinary research at the intersection of artificial intelligence, financial markets, regulation, and sustainability.

As financial institutions increasingly deploy advanced machine learning, deep learning, and reinforcement learning systems, new challenges arise, including transparency, accountability, fairness, sustainability, and governance. This blog series documents our research projects that address these challenges from technical, regulatory, and systemic perspectives.

Through regular posts, our doctoral researchers and supervisors will share:• Insights from ongoing research• Methodological innovations in responsible and explainable AI• Reflections on regulatory and governance implications• Applications of AI in financial markets and institutions

Stay informed and join the conversation.We encourage researchers, practitioners, policymakers, and anyone interested in responsible AI and financial innovation to subscribe and follow the blog for upcoming posts and updates.

Subscribe to the blog series

First two blogss of the series are already out:

What's Wrong with Post-hoc XAI Methods for Loan Approval Systems? - by Mathis Jander

A More Complex Financial Modeling Landscape: The Need for Explainability - by Jens Reil