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 caseTopicFrameworks
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