Explainable AI as a consequence of target system ignorance in Machine Learning.
Abstract
Machine Learning models work within an agnostic paradigm that integrates ignorance of target systems. We articulate its implications in the shaping of the explainability problem in AI.
Fields of Study & Subjects
Explainable Artificial Intelligence (XAI)
Ethics and Social Impacts of AI
Adversarial Robustness in Machine Learning
Publication details
- Journal / source
- HAL (Le Centre pour la Communication Scientifique Directe)
- Publication date
- 23 March 2026
- Language
- EN