Today’s challenge
The current environment around AI governance is fraught with challenges, primarily due to the complex requirements for fairness, transparency, and accountability in AI systems. Many companies are struggling to effectively implement Responsible AI (RAI) frameworks.
The challenge lies in creating adaptable and actionable RAI tools that can seamlessly integrate ethical oversight across the design, deployment, and monitoring phases of AI systems.
Our solution
Our research aims to bridge the gap between theoretical RAI principles and practical, scalable tools that enhance accountability throughout an AI system's lifecycle. By developing a three-phase framework—design, deployment, and monitoring—we ensure AI systems receive tailored, project-specific guidance at every stage.
From customized recommendations during design to automated risk assessment during deployment and real-time ethical oversight post-deployment, our solution uniquely combines proactive and reactive measures to ensure AI’s responsible use. This approach not only ensures compliance with emerging regulations but also builds trust and reduces costs by preventing issues early in development.
Key technology enablers
AI design
An interactive tool that provides developers with specific, actionable RAI guidelines, supporting creativity while embedding responsibility into AI design.
ExploreGen
A language-model-powered tool for identifying potential uses and risks of AI applications, ensuring compliance with regulations like the EU AI Act.
APA style publications
- Edyta Bogucka; Marios Constantinides; Sanja Šćepanović; Daniele Quercia, AI Design: A Responsible AI Framework for Pre-filling Impact Assessment Reports (IEEE), 2024
- Viviane Herdel, Sanja Scepanovic, Edyta Bogucka, Daniele Quercia ExploreGen: Large Language Models for Envisioning the Uses and Risks of AI Technologies
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