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cs.AI2026
CAS: A Causal Attribution Score for Local and Global Explainable Artificial Intelligence
Michael Georgiades, Charalambia Varnava
Predictive explanation methods attribute a model output; they do not, by themselves, attribute an intervention effect on the real-world outcome. We introduce the Causal Attribution…
cs.ET2026
IoXT: The Internet of Explainable Things. Why Explainability in IoT Requires a New System-Level Paradigm and Protocol Design
Michael Georgiades
The Internet of Things (IoT) increasingly combines sensing, communication, artificial intelligence (AI), decision-making, and actuation. In many domains, sensor observations are pr…