

The NWO-funded project HUMAINER AI (KIVI.2019.006) aims to study the challenges of trustworthy AI in the context of service provision, both from a computational and from a human/behavioural perspective. The project is a collaboration between IvI and the Amsterdam Business School of the University of Amsterdam, in partnership with KPMG and the Belastingdienst.
Outcomes:
| 2025.12 | WP1 | Conference Paper | Ali, S., Sileno, G., and Van Engers, T., A Systematic Approach to Assess Languages Proposed for Rules as Code, Proceedings of the 38th International Conference on Legal Knowledge and Information Systems (JURIX 2025). https://doi.org/10.3233/FAIA251595 |
| 2025.10 | WP2 | Workshop Paper | Sileno, G., and Dessalles J.-L., Exploring Structures of Inferential Mechanisms through Simplistic Digital Circuits, 10th Workshop on Artificial Intelligence and Cognition (AIC 2025), co-located with 27th European Conference on Artificial Intelligence (ECAI 2025). |
| 2024.05 | WP2 | Thesis | Fratrič, P., A Simulation-Driven Approach to Non-Compliance, University of Amsterdam |
| 2024.02 | WP3 | Journal Paper | Blösser, M., & Weihrauch, A. (2024). A consumer perspective of AI certification – the current certification landscape, consumer approval and directions for future research. European Journal of Marketing, 58(2), 441-470. https://doi.org/10.1108/EJM-01-2023-0009 |
| 2023.07 | WP2 | Conference Paper | Sileno, G., Pascucci, M., Markovich, R., Allowed, or enabled, that is the question, Proceedings of the International Conference on Deontic Logic and Normative Systems (DEON2023). |
| 2023.02 | WP2 | Conference Paper | Fratrič, P., Mohajeri Parizi, M., Sileno, G., van Engers, T., and Klous, S., Do agents dream of abiding by the rules? Learning norms via behavioral exploration and sparse human supervision, Proceedings of the 19th International Conference on Artificial Intelligence and Law (ICAIL 2023). |
| 2022.12 | WP2 | Conference Paper | Fratrič, P., Sileno, G., Klous, S., van Engers, T., A compression and simulation-based approach to fraud discovery, Proceedings of the 35th International Conference on Legal Knowledge and Information Systems (JURIX 2022) |
| 2022.11 | WP1 | Conference Paper | Skoric, V., Sileno, G., Ghebreab, S., Legality, Legitimacy, and Instrumental Possibility in Human and Computational Governance for the Public Sector, International Forum on Digital and Democracy, 2nd edition (IFDaD 2022) |
| 2022.09 | WP2 | Conference Paper | Wilms, M., Sileno, G., and Haned, H., PEBAM: A Profile-based Evaluation Method for Bias Assessment on Mixed Datasets, Proceedings of KI 2022, 45th German Conference on Artificial Intelligence. |
| 2022.07 | WP2 | Conference Paper | Fratrič, P., Sileno, G., Klous, S., van Engers, T., Computational Discovery of Transaction-Based Financial Crime via Grammatical Evolution: the Case of Ponzi Schemes, Proceedings of COINE 2022: International Workshop on Coordination, Organizations, Institutions, Norms and Ethics for Governance of Multi-Agent Systems, co-located with AAMAS 2022. |
| 2022.05 | WP2 | Journal Paper | Fratrič, P., Sileno, G., Klous, S., van Engers, T., Manipulation of the Bitcoin market: an agent-based study, Financial Innovation 8 (60) |
| 2022.03 | WP3 | Seminar Presentation | Blösser, M., Who should Certify Artificial Intelligence? – Certification as a Solution to Ensure “Fair” Artificial Intelligence, Business, Society & Responsibility seminar at Vrije Universiteit Amsterdam |
| 2021.12 | WP3 | Project Proposal | Blösser, M., Responsible Research in Business and Management, RRBM Network. |
| 2022.01 | WP1 | Presentation | Sileno, G., Van Binsbergen, T., Pascucci, M., van Engers, T., DPCL: a language template for normative specifications, Workshop on Programming Languages and the Law (ProLaLa 2022), co-located with POPL 2022 |
| 2021.12 | WP1 | Conference Paper | Pascucci, M., Sileno, G., Computability of diagrammatic theories for normative positions, Proceedings of the 34th International Conference on Legal Knowledge and Information Systems (JURIX 2021) |
| 2021.09 | WP1 | Conference Paper | Sileno, G., Grosso, P., Accounting Value Effects for Responsible Networking, Proceedings of ACM SIGCOMM 2021 Workshop on Technologies, Applications, and Uses of a Responsible Internet (TAURIN2021) |
| 2021.07 | WP1 | Conference Paper | Pascucci, M., Sileno, G., The Search for Symmetry in Hohfeldian Modalities, Proceedings of 12th International Conference on the Theory and Application of Diagrams (DIAGRAMS2021). |