
Artificial Intelligence Data & Ethics Lab – KS4–KS5 – 60 Pages
Explore artificial intelligence, data interpretation and responsible technology decisions through evidence-based classroom activities.
Students investigate fictional AI systems, compare performance metrics, calculate accuracy and error rates, examine potential bias and consider the ethical implications of automated decisions.
Activities encourage learners to use numerical evidence while recognising that fairness, reliability and responsible AI cannot be determined by a single statistic.
Key skills: AI literacy, data analysis, percentages, accuracy, error rates, bias, ethics, critical thinking and evidence-based reasoning.
Suitable for: KS4–KS5, Years 10–13, computing, digital literacy, STEM enrichment and classroom discussion.
Includes 60 pages of learning activities and an answer key.
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