A hands-on course covering ethical principles, privacy techniques, and best practices for responsible generative AI. Click any activity to launch the interactive web app.
Explore the ethical risks of generative AI through interactive dilemma scenarios covering hallucinations, bias, deepfakes, and more.
🎮 Ethical Dilemma SimulatorLearn and test your knowledge of core AI ethical principles: fairness, transparency, accountability, privacy, beneficence, and human agency.
📝 Principles Matching QuizAttack simulated AI systems with increasing defenses. Learn how prompt injection threatens transparency, accountability, and safety through hands-on challenges.
🎭 Prompt InjectionWalk through a structured ethical decision-making framework to analyse AI scenarios and generate documented decisions.
🧭 Decision Framework ToolEvaluate AI-generated content with a structured checklist and receive a scepticism score with recommendations.
🔍 Scepticism CheckerAI risk scenario generator exploring generative AI threats through cognitive biases. Select a threat category and generate detailed risk analyses powered by Google Gemini.
🧠 Cognitive Threat MatrixInteractive demo of anonymisation techniques: masking, generalisation, pseudonymisation, k-anonymity, and differential privacy.
🔐 Anonymisation DemoBuild a step-by-step anonymisation pipeline using Python techniques: UUID pseudo-IDs, ASCII shifting, data masking, generalisation, and column dropping.
🐍 Python PipelineCreate a comprehensive AI data handling policy with an interactive wizard covering classification, consent, encryption, and incident response.
📋 Policy GeneratorCompare AI systems across IP compliance, data privacy, environmental impact, bias mitigation, and transparency with a visual radar chart.
📊 AI Comparison MatrixExperiment with the Laplace mechanism, randomised response, and privacy budgets. Visualise the trade-off between privacy and data utility.
🔐 Differential PrivacyUnderstand LIME and SHAP through an interactive loan approval model. Adjust features, see predictions, and compare explanation methods side by side.
🧠 XAI ExplorerSimulate how Utilitarian, Egalitarian, and Prioritarian paradigms lead to different AI allocation decisions across healthcare, education, and disaster scenarios.
⚖️ Resource AllocationAnalyse real-world AI ethics case studies across healthcare, finance, creative industries, education, and employment.
📖 Case Study Analyzer