Outputs/products (Work on the group)

3. OUTPUT: Enacting Trustworthy, Real-World Solutions

• Create accessible resources (briefs, toolkits, exemplars, case studies) that support evidence-based decision-making for responsible DS/AI.
• Produce tangible deliverables such as prototypes, datasets, applications, curricula, policy recommendations, and visualizations.
• Evaluate impact through the Principles & Performance Matrix to connect responsible DS/AI principles with concrete performance outcomes.