Custom Developer GPT for Ethical AI Solutions (2401.11013v1)
Abstract: The main goal of this project is to create a new software artefact: a custom Generative Pre-trained Transformer (GPT) for developers to discuss and solve ethical issues through AI engineering. This conversational agent will provide developers with practical application on (1) how to comply with legal frameworks which regard AI systems (like the EU AI Act~\cite{aiact} and GDPR~\cite{gdpr}) and (2) present alternate ethical perspectives to allow developers to understand and incorporate alternate moral positions. In this paper, we provide motivation for the need of such an agent, detail our idea and demonstrate a use case. The use of such a tool can allow practitioners to engineer AI solutions which meet legal requirements and satisfy diverse ethical perspectives.
- Poster: Ontology Enabled Chatbot for Applying Privacy by Design in IoT Systems. In Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security. 3323–3325.
- Sasha Costanza-Chock. 2020. Design justice: Community-led practices to build the worlds we need. The MIT Press.
- Reporting non-consensual pornography: clarity, efficiency and distress. Multimedia Tools and Applications 82, 9 (2023), 12829–12858.
- The case for a legal compliance API for the enforcement of the EU’s digital services act on social media platforms. In Proceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency. 1341–1349.
- Dark patterns and the legal requirements of consent banners: An interaction criticism perspective. In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. 1–18.
- How can human values be addressed in agile methods? A case study on SAFe. IEEE Transactions on Software Engineering 48, 12 (2022), 5158–5175.
- Unveiling the Life Cycle of User Feedback: Best Practices from Software Practitioners. arXiv:2309.07345 [cs.SE]
- Tambiama Madiega. 2023. Artificial Intelligence Act. https://www.europarl.europa.eu/news/en/headlines/society/20230601STO93804/eu-ai-act-first-regulation-on-artificial-intelligence
- Nicola Marsden and Maren Haag. 2016. Stereotypes and politics: reflections on personas. In Proceedings of the 2016 CHI conference on human factors in computing systems. ACM, San Jose, CA, USA, 4017–4031.
- Along the Margins: Marginalized Communities’ Ethical Concerns about Social Platforms. In 2023 IEEE/ACM 45th International Conference on Software Engineering: Software Engineering in Society (ICSE-SEIS). IEEE Computer Society, Los Alamitos, CA, USA, 71–82. https://doi.org/10.1109/ICSE-SEIS58686.2023.00013
- European Union. 2016. General Data Protection Regulation. https://gdpr-info.eu