Talks & Use Cases Library
Real-world AI ethics use cases, mapped to the ethical principles and legal frameworks they raise.
Showing 15 of 31 use cases
| Use case | Topic | Frameworks |
|---|---|---|
| Power Coffee at King – Leveraging AI to Manage 18,000 Candy Crush Levels AI helps test and tune 18,000 Candy Crush levels while balancing operational efficiency, human creativity and player wellbeing. | Business & innovation | |
| Race to the Bottom: AI in a New Age Addressing how AI can concentrate power, deepen global inequality and weaken democratic institutions. | Democracy & information | |
| TEDx Alcoi Salon – El Poder de la IA: Responsible AI (Spanish) Integrating AI into innovation while protecting privacy, reducing unfair bias and making its use transparent and inclusive. | Responsible AI practice | |
| AI Without Borders: Fair and Responsible AI Across Cultures Designing AI across cultures to reduce bias, empower local communities and avoid reinforcing global inequalities. | Gender & inclusion | |
| Marketing and Content in the Age of AI – Legal and Ethical Considerations Using generative AI for brand content while respecting copyright, informing audiences and avoiding unfair marketing. | Creativity & intellectual property | |
| HackEthos 2025 with UCL – Innovating with Ethics: AI for Social Good Students build AI prototypes for social and environmental challenges while learning to embed ethics into design. | Education & youth | |
| Workshop – Responsible AI Self-Assessment: Start with Question Zero Responsible AI starts by asking whether AI should be used, before deciding how to use it. | Responsible AI practice | |
| SPOT Nordic Annual Meeting 2025 Using AI in work and education while protecting fairness, human agency and opportunities to learn. | Work & employment | |
| AI in the Combat Against Money Laundering – The Current State of Play Using AI to detect money laundering while maintaining reliable data, accountable governance and meaningful human review. | Responsible AI practice | |
| Power Morning Coffee with Alexander Shepherd – Rethinking AI ROI Measuring AI investment value through governance, regulatory readiness and technical quality, rather than financial returns alone. | Business & innovation | |
| The California Effect & the Brussels Effect: The AI Policy Multiplier How EU and California AI transparency rules can shape shared standards for companies operating across borders. | AI governance & regulation | |
| IWIB4AI Annual Ethical AI Dialogue (inaugural) Bringing diverse voices, especially women’s leadership, into AI governance to support trustworthy, equitable, human-centred systems. | Gender & inclusion | |
| AI & Vulnerable Customers in Financial Services Using AI to identify and support vulnerable financial customers without undermining privacy, fairness or human judgment. | Consumer & child protection | |
| WISE × IWIB4AI – Dark Patterns, Digital Harms & AI in Compliance Using AI to detect manipulative interface design and support consumer protection compliance and remediation. | Consumer & child protection | |
| AI & Blockchain Summit (Nordic Tech Week) – Systems, Ethics & Global Governance Governing AI, blockchain and quantum technologies to clarify responsibility, protect data rights and serve the public interest. | AI governance & regulation |