3 papers
cs.AI2026
Machine Learning and Theory Ladenness -- A Phenomenological Account
Alberto Termine, Emanuele Ratti, Alessandro Facchini
We provide an analysis of theory ladenness in machine learning in science, where "theory", that we call "domain theory", refers to the domain knowledge of the scientific discipline…
cs.CY2025
Three Kinds of AI Ethics
Emanuele Ratti
There is an overwhelming abundance of works in AI Ethics. This growth is chaotic because of how sudden it is, its volume, and its multidisciplinary nature. This makes difficult to…
cs.CY2025
A Capability Approach to AI Ethics
Emanuele Ratti, Mark Graves
We propose a conceptualization and implementation of AI ethics via the capability approach. We aim to show that conceptualizing AI ethics through the capability approach has two ma…