White Paper Confiance.ai

This white paper sums up the journey and findings of the program Confiance.ai, the cornerstone programme of the French national strategy for artificial intelligence. This document is organized as follows: A first chapter for revisiting of the needs for trustworthy AI in critical systems through the user's lens as well as the challenges beyond the user; A glance on the two main gateways to Confiance.ai results: the body of knowledge and the catalog; The End-to-End methodology with a special focus on subjects related to the Operational Design Domain, the Intended Purpose and Assurance Cases; The trustworthy environment and Functional Sets with focus on 'Robustness', 'Data Lifecycle', and 'Explainability'; The deployment of the End-to-End Method on use cases. It is a gateway for further exploration by both industry professionals and academic researchers.