Context Is What Makes AI Useful
The bottleneck isn't the model. It's the clarity of what you bring to it.
Medium
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AI vs. Ghibli: When Generative Art Crosses the Line
Medium
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Four Things to Look for When Choosing Your Next Responsible AI Training
Responsible AI UK
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Responsible AI: Fail-Safe Mechanisms for Trustworthy AI
Medium
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Grad-CAM: Explainable AI for Beginners
Medium
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HHAI 2025 · Pisa, Italy
Frictional AI Workshop — Stimulating Cognitive Engagement in Hybrid Decision-Making (2nd Edition)
Lead organiser
HHAI 2025
Pisa, Italy
Explored friction, cognitive engagement, and reliance in human-AI decision-making, with interdisciplinary contributions across law, psychology, HCI, and AI. Co-organised with Chiara Natali (Milano-Bicocca) and Brett M. Frischmann (Villanova University).
IROS 2024 · Abu Dhabi, UAE
THUS24: Trustworthy Human-Swarm Interaction
Organiser
IROS 2024
Abu Dhabi, UAE
Half-day workshop on human-swarm interaction for real-world applications, addressing transparency, trust, and interfacing challenges. Featured keynotes, focus groups, panel discussions, and poster sessions. Accepted papers invited to a Swarm Intelligence Journal special issue.
ICRA 2023 · London, UK
MACTAS: Multidisciplinary Approaches to Co-Creating Trustworthy Autonomous Systems
Organiser
ICRA 2023
London, UK
Full-day workshop bringing together researchers from robotics, AI, social science, humanities, design, and law. Included invited talks, panel discussions, focus groups, and a special issue in the Journal of Responsible Technology.
ACM SIGCHI EICS 2022 · Sophia Antipolis, France
1st Workshop on Methods, Tools and Techniques for TAS Design and Development
Lead organiser
EICS 2022
Sophia Antipolis, France
Invited interactive systems experts to discuss requirements modelling methods and tools for trustworthy autonomous systems. Co-organised with Prof. Gopal Ramchurn, Dr. Caitlin Bentley, Dr. Edmond Awad, Dr. Elizabeth Williams, and Christophe Alix (Thales).
The Well-being of Autonomous Vehicle Users under Uncertain Situations
TAS Symposium 2023
University of Edinburgh, UK · 2023
↗ Watch on YouTube
Explainable AI for Trust Calibration: UX and UI Perspective
UKRI TAS Hub All Hands 2022
London, UK · 2022
↗ Watch on YouTube
Trustworthy Autonomous Systems (TAS): Engaging TAS Experts in Curriculum Design
IEEE EDUCON 2022
Tunis, Tunisia · 2022