AI Engineering for Trust by Design

André Meyer-Vitali

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Paper

AI Engineering for Trust by Design

Topics: AI trustworthiness assessment for MBSE of critical systems; MBSE approaches for reliability analysis of AI components; MBSE approaches for robust AI; MBSE for AI

In Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - Volume 1: MBSE-AI Integration, 357-364, 2024 , Rome, Italy

Author: André Meyer-Vitali

Affiliation: Deutsches Forschungszentrum für Künstliche Intelligenz GmbH (DFKI), Stuhlsatzenhausweg 3, Saarland Informatics Campus D32, 66123 Saarbrücken, Germany

Keyword(s): Software Engineering, Artificial Intelligence, Causality, Trust, Robustness, Explainability.

Abstract: The engineering of reliable and trustworthy AI systems needs to mature. While facing unprecedented challenges, there is much to be learned from other engineering disciplines. We focus on the four pillars of (i) Models & Explanations, (ii) Causality & Grounding, (iii) Modularity & Compositionality, and (iv) Human Agency & Oversight. Based on these pillars, a new AI engineering disciple could emerge, which we aim to support using corresponding methods and tools for “Trust by Design”.

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Paper citation in several formats:

Meyer-Vitali, A. (2024). AI Engineering for Trust by Design. In Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - MBSE-AI Integration; ISBN 978-989-758-682-8; ISSN 2184-4348, SciTePress, pages 357-364. DOI: 10.5220/0012622400003645

@conference{mbse-ai integration24,
author={André Meyer{-}Vitali.},
title={AI Engineering for Trust by Design},
booktitle={Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - MBSE-AI Integration},
year={2024},
pages={357-364},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012622400003645},
isbn={978-989-758-682-8},
issn={2184-4348},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - MBSE-AI Integration
TI - AI Engineering for Trust by Design
SN - 978-989-758-682-8
IS - 2184-4348
AU - Meyer-Vitali, A.
PY - 2024
SP - 357
EP - 364
DO - 10.5220/0012622400003645
PB - SciTePress