5. Outlook

We propose our vision of the XAI/RAI roadmap for the near future. Two phases are to be considered: the first phase (figure 10 ), taking into account consistent REX feedback, requiring expert supervision for the integration of new explanations into the machine learning tool (in this case, deep learning), and the second phase (figure 11...

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Abbreviations

Bibliography

(1) - WANG (J.) et al - Learning Credible Models. - In : Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (juill. 2018). arXiv : 1711.03190, p. 2417-2426. doi : 10.1145/3219819. 3220070. URL : http://arxiv.org/...

In the Laws section

Proposal for a REGULATION OF THE EUROPEAN PARLIAMENT AND OF THE COUNCIL ESTABLISHING HARMONIZED RULES FOR ARTIFICIAL INTELLIGENCE (ARTIFICIAL INTELLIGENCE LEGISLATION) AND AMENDING CERTAIN UNION LEGISLATIVE ACTS. Brussels, 21.4.2021.