Author: Roberto Zicari

The Hybrid Mind: Joseph X. Ng on Human-AI Convergence, the OODA-F Loop, and Why Responsible AI Must Be Structurally Designed — Not Declared

Q1. What failure occurs when AI-assisted decision-making operates without an explicit Feedback layer? The specific failure mode is what I call loop erosion: the system continues to optimize under the assumption that real-world consequences...

From the Semantic Web to Agentic AI: Ora Lassila on Knowledge Graphs, LLMs, and the Architecture of Machine Understanding

Q1. In 2001, you co-authored the original Semantic Web paper with Tim Berners-Lee and Jim Hendler — a vision for web content that would be meaningful to computers and would enable AI agents to act on...

Data Without Borders: Luciano Brustia on Health Interoperability, Government Data Sharing, and the Real Challenges of Digital Transformation in Southeast Asia

Q1. You have been working across Asia for nearly 20 years, helping healthcare systems in more than 30 countries connect fragmented data into something coherent and usable. Indonesia’s healthcare transformation has been described as...

eXplainable Artificial Intelligence in Healthcare Management A new Online Interdisciplinary Master’s Program at the Intersection of AI and Health Care

What will you learn? xAIM in short: The Project The eXplainable Artificial Intelligence in Healthcare Management Masters is developed within an xAIM project supported by a Connecting Europe Facility in Telecom (project INEA/CEF/ICT/A2020/2276680). Our...

Ethical Implication of AI: Assessing Trustworthy AI in Practice: Lecture Notes (Open Access)

Target Students Master students and PhD students from interdisciplinary background. (e.g. Computer Science, Data Science, Machine Learning, Law, Medicine, Social Science, Ethics, Public Policy, etc.).   Course Description Applications based on Machine Learning and/or Deep Learning...

Co-Design of a Trustworthy AI System in Healthcare: Deep Learning Based Skin Lesion Classifier

Roberto V. Zicari, Sheraz Ahmed, Julia Amann, Stephan Alexander Braun, John Brodersen, Frédérick Bruneault, James Brusseau, Erik Campano , Megan Coffee, Andreas Dengel, Boris Düdder, Alessio Gallucci, Thomas Krendl Gilbert, Philippe Gottfrois, Emmanuel Goffi, Christoffer...