Computing · Year 8

Active learning ideas

Introduction to Artificial Intelligence

Active learning works because AI is abstract yet everywhere in students’ lives. Hands-on sorting, debating, and role-playing make intangible concepts concrete, helping students recognize AI in familiar apps and gadgets. These activities also reveal limits, preventing students from overestimating abilities they see in movies or ads.

• National Curriculum Attainment Targets
• KS3: Computing - Artificial Intelligence
• KS3: Computing - Societal and Ethical Impacts

• 30–45 min
• Pairs → Whole Class
• 4 activities

Activity 01

• Gallery Walk
• 30 min · Small Groups

Card Sort: AI Technologies

Prepare cards listing technologies like voice assistants, washing machines, and chatbots. In small groups, students sort them into AI and non-AI categories, then justify choices with evidence from descriptions. Follow with a class share-out to resolve debates on borderline cases.

Differentiate between strong AI and weak AI with real-world examples.

Facilitation Tip

For Card Sort: AI Technologies, group students heterogeneously so they challenge each other’s sorting choices and discuss why some technologies are or are not AI.

What to look for

Provide students with three scenarios: a chess-playing computer, a self-driving car, and a hypothetical robot that can learn any new skill. Ask students to label each as weak AI or strong AI and write one sentence explaining their choice for each.

• Understand
• Apply
• Analyze
• Create
• Relationship Skills
• Social Awareness

Activity 02

• Formal Debate
• 40 min · Pairs

Formal Debate: Strong vs Weak AI

Assign pairs one type of AI to defend with examples like medical diagnostics for weak AI or sci-fi robots for strong. Pairs prepare two-minute arguments, then debate in a whole-class tournament. Vote on most convincing points to wrap up.

Analyze how AI is currently used in everyday technologies.

Facilitation Tip

During Debate: Strong vs Weak AI, assign clear sides and require students to cite examples from their sorted cards before arguing.

What to look for

Pose the question: 'How might AI change the job market in the next 20 years?' Facilitate a class discussion where students share predictions, considering both job displacement and the creation of new roles. Encourage them to cite specific industries.

• Analyze
• Evaluate
• Create
• Self-Management
• Decision-Making

Activity 03

• Gallery Walk
• 35 min · Small Groups

Future AI Mind Maps: Industry Predictions

Students in small groups select an industry like transport or farming, then create mind maps linking current AI uses to three future predictions with pros and cons. Groups present one idea each, noting ethical concerns for peer feedback.

Predict future applications of artificial intelligence in different industries.

Facilitation Tip

For Future AI Mind Maps: Industry Predictions, circulate and ask probing questions like, ‘What data would this system need?’ to push deeper analysis.

What to look for

Present students with a list of technologies (e.g., spam filters, facial recognition, medical diagnostic tools, translation apps). Ask them to identify which ones currently use AI and briefly explain the AI's function in two of them.

• Understand
• Apply
• Analyze
• Create
• Relationship Skills
• Social Awareness

Activity 04

• Gallery Walk
• 45 min · Small Groups

Ethical Scenario Role-Play

Provide printed scenarios on AI bias in hiring or privacy in smart cities. Small groups role-play stakeholders discussing solutions, recording key decisions. Debrief as a class to connect to real regulations like GDPR.

Differentiate between strong AI and weak AI with real-world examples.

Facilitation Tip

In Ethical Scenario Role-Play, provide roles with conflicting interests and remind students to stay in character while proposing fair solutions.

What to look for

Provide students with three scenarios: a chess-playing computer, a self-driving car, and a hypothetical robot that can learn any new skill. Ask students to label each as weak AI or strong AI and write one sentence explaining their choice for each.

• Understand
• Apply
• Analyze
• Create
• Relationship Skills
• Social Awareness

A few notes on teaching this unit

Teachers should ground abstract concepts in lived experience by connecting each activity to familiar apps and devices students use daily. Avoid over-reliance on futuristic examples, which can blur boundaries between weak and strong AI. Research shows students grasp AI better when they critique real systems rather than theorize about hypothetical ones.

Successful learning looks like students distinguishing weak from strong AI with examples, critiquing real-world AI decisions, and justifying predictions with evidence from the activities. They should demonstrate understanding by spotting bias, limits, and automation levels in familiar technologies.

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Watch Out for These Misconceptions

• During Card Sort: AI Technologies, some students may assume all technologies with buttons or screens are AI.

  During Card Sort: AI Technologies, circulate and ask, ‘What task does this perform?’ and ‘Does it learn or adapt?’ to redirect misconceptions about buttons equating to intelligence.

• During Debate: Strong vs Weak AI, students may claim that voice assistants like Siri show strong AI because they respond conversationally.

  During Debate: Strong vs Weak AI, remind students to compare the narrow task set of assistants with human versatility, using examples from the sorted cards to contrast capabilities.

• During Ethical Scenario Role-Play, students might assume self-driving cars are fully autonomous if they see them in videos.

  During Ethical Scenario Role-Play, refer back to the card sort data on automation levels and ask students to recall real test footage they watched before the role-play.

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Methods used in this brief

• Gallery Walk
• Formal Debate