Association for Computing Machinery (ACM) Courses

Pathways of Change and the Future of Responsible AI

Explore diverse expert perspectives on transforming AI ethics and governance for a more responsible technological future.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

Computational Argumentation for Fair and Explainable AI Decision-making

Explore computational argumentation techniques to build fair and explainable AI systems that make transparent, justifiable decisions in complex scenarios.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

Participatory and Periodic Red-Teaming of LLMs

Discover how to implement participatory and periodic red-teaming strategies for large language models to identify vulnerabilities and improve AI safety through collaborative testing.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Opening the State House Door - The Landscape of State AI Policy and the Stakeholders Who Influence It

Explore state-level AI policy development and discover key stakeholders shaping regulatory frameworks across American legislatures.

• YouTube
• 1 hour
• Self-Paced
• Free Video

The Many Faces of Multiplicity in ML

Explore how multiple valid solutions and interpretations emerge in machine learning systems, examining the philosophical and practical implications of multiplicity across ML applications.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Building Transparent AI Systems for Justice - From Criminal Reform to Legal Access

Explore how transparent AI systems can transform criminal justice reform and improve legal access through innovative technological solutions.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Liberatory Collections and Ethical AI - Reimagining AI Development from Black Community Archives and Datasets

Explore how Black community archives can reshape AI development through ethical frameworks and liberatory data practices for more inclusive technology.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

Position is Power - System Prompts as a Mechanism of Bias in Language Models

Uncover how system prompts introduce bias in language models and their impact on AI fairness through research-based evaluation practices.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

Reconciling Predictive Multiplicity in Practice

Discover how to address predictive multiplicity challenges in machine learning systems through practical evaluation methods and fairness metrics.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Distributive Epistemic Injustice in AI Ethics - A Co-productionist Account of Global North-South Politics in Knowledge Production

Uncover how global power dynamics shape AI ethics knowledge production, examining North-South inequalities and co-productionist frameworks in epistemic justice research.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

Minimizing Risk Through Minimizing Model-Data Interaction - A Protocol for Relying on Proxy Tasks When Designing Child Sexual Abuse Imagery Detection Models

Discover a protocol for developing child abuse imagery detection models while minimizing harmful data exposure through proxy task methodologies and risk reduction strategies.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

Towards Effective Discrimination Testing for Generative AI

Explore methods for testing discrimination in generative AI systems through systematic evaluation approaches and policy frameworks.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

Evaluating Reporting Mechanisms Under the Digital Services Act

Explore how the Digital Services Act's reporting mechanisms work in practice and their effectiveness for users navigating complex legal requirements.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

From Their Imagination to Ours

Explore fairness and inclusion in AI through local knowledge integration for low-resource settings with leading African ML researcher Nyalleng Moorosi.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Identity-related Speech Suppression in Generative AI Content Moderation

Explore how generative AI systems suppress identity-related speech through content moderation mechanisms and their implications for marginalized communities.

• YouTube
• 26 minutes
• Self-Paced
• Free Video