Bioethics and Technology: AI and Society

Active learning works for this topic because ethical dilemmas in AI and genetic engineering demand more than abstract discussion. Students need concrete scenarios to test their reasoning, where they can see how principles apply in real decisions. Movement, role-play, and debate help them feel the weight of these choices, not just hear about them.

• Secondary 1
• CCE
• 4 activities
• 30 min–50 min

Learning Objectives

1. Critique the ethical implications of using AI in decision-making processes, such as loan applications or criminal justice.
2. Evaluate the potential societal impacts of genetic engineering technologies on human nature and identity.
3. Compare different ethical frameworks (e.g., utilitarianism, deontology) when analyzing scenarios involving autonomous systems.
4. Formulate arguments for or against government regulation of advanced technologies based on ethical principles.
5. Synthesize information from case studies to propose responsible guidelines for the use of surveillance technology.

Formal Debate

⏱ 45 min·Small Groups

Debate Carousel: AI Accountability

Divide class into small groups and set up three stations with scenarios like a faulty autonomous drone or biased facial recognition. Each group debates one side for 8 minutes, records key arguments, then rotates. End with whole-class synthesis of strongest points.

Prepare & details

Who should be held responsible when an autonomous system causes harm?

Facilitation Tip: During Debate Carousel: AI Accountability, set a 3-minute timer per station so groups must focus their strongest points quickly.

Setup: Two teams facing each other, audience seating for the rest

Materials: Debate proposition card, Research brief for each side, Judging rubric for audience, Timer

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

Formal Debate

⏱ 30 min·Pairs

Ethical Sort: Surveillance Trade-offs

Provide pairs with cards listing surveillance uses, such as tracking public transport or monitoring schools. Pairs sort into 'ethical' or 'unethical' piles and justify choices using principles like privacy and safety. Share and vote as a class.

Prepare & details

How should the government regulate technology that could change human nature?

Facilitation Tip: For Ethical Sort: Surveillance Trade-offs, provide a small stack of sticky notes so students can physically move arguments to organize their thinking.

Setup: Two teams facing each other, audience seating for the rest

Materials: Debate proposition card, Research brief for each side, Judging rubric for audience, Timer

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

Formal Debate

⏱ 50 min·Small Groups

Role-Play Tribunal: Genetic Regulation

Assign small groups roles as scientists, citizens, government officials, and ethicists in a mock hearing on gene editing babies. Groups prepare 2-minute statements, present, then deliberate a decision. Debrief on consensus challenges.

Prepare & details

What ethical principles should guide the use of surveillance for public safety?

Facilitation Tip: In Role-Play Tribunal: Genetic Regulation, assign clear roles (judge, scientist, ethicist, patient) and give each a one-sentence script to keep the scenario moving.

Setup: Two teams facing each other, audience seating for the rest

Materials: Debate proposition card, Research brief for each side, Judging rubric for audience, Timer

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

Gallery Walk

⏱ 35 min·Pairs

Gallery Walk: Tech Harms

Post stations with images of AI harms, like job loss from automation. Individuals or pairs add sticky notes with stakeholder views and solutions, then walk to read and discuss others' inputs.

Prepare & details

Who should be held responsible when an autonomous system causes harm?

Facilitation Tip: During Perspective Gallery Walk: Tech Harms, post guiding questions near each image to prompt deeper analysis as students circulate.

Setup: Wall space or tables arranged around room perimeter

Materials: Large paper/poster boards, Markers, Sticky notes for feedback

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

Teaching This Topic

Start by making the topic personal. Ask students to share a technology they use daily and brainstorm one way it could cause harm. This builds empathy before theory. Avoid lecturing on ethics frameworks; instead, let students discover principles through structured activities. Research shows that when students grapple with dilemmas first, they retain ethical reasoning better than when definitions come first.

What to Expect

Successful learning looks like students shifting from gut reactions to reasoned arguments that cite ethical principles and evidence. They should begin to weigh trade-offs, recognize nuances in responsibility, and articulate concerns with clarity. Groups should move from polarized opinions to shared understanding through structured exploration.

Watch Out for These Misconceptions

Common Misconception

During Debate Carousel: AI Accountability, students may claim AI is neutral and unbiased because it lacks emotions.

What to Teach Instead

During Debate Carousel: AI Accountability, redirect students to examine the training data cards provided at each station. Ask them to trace how human biases in data led to unfair outcomes, such as biased loan approvals, and propose fairness checks like auditing algorithms.

Common Misconception

During Debate Carousel: AI Accountability, students may argue that regulating technology always hinders innovation and progress.

What to Teach Instead

During Debate Carousel: AI Accountability, have students compare the provided case studies of Singapore’s AI governance frameworks with examples of unregulated tech harms. Ask them to identify which approach balances safety and progress better in each scenario.

Common Misconception

During Ethical Sort: Surveillance Trade-offs, students may believe surveillance for safety justifies any privacy invasion.

What to Teach Instead

During Ethical Sort: Surveillance Trade-offs, guide students to compare the proportionality of arguments using the 'scale' graphic provided. Ask them to weigh the trade-off between crimes prevented and privacy eroded in real cases like traffic monitoring or facial recognition.

Assessment Ideas

Discussion Prompt

After Debate Carousel: AI Accountability, pose this question to the class: 'If an AI traffic system causes minor accidents to prioritize emergency vehicles, who is responsible: the programmers, the city council, or the AI itself?' Use student responses from their debate notes to assess their reasoning about responsibility and accountability.

Exit Ticket

After Role-Play Tribunal: Genetic Regulation, provide students with a short scenario about a new genetic therapy. Ask them to write: 1) One potential benefit of the technology. 2) One ethical concern they have. 3) Which ethical principle (e.g., fairness, safety) is most important and why, referencing the tribunal’s principles.

Quick Check

During Ethical Sort: Surveillance Trade-offs, present students with two statements: one arguing for AI surveillance to prevent crime and another highlighting privacy risks. Ask them to identify the main ethical argument in each and whether they support or oppose the technology, briefly explaining their choice using the sort’s categories.

Extensions & Scaffolding

• Challenge: After Role-Play Tribunal, ask early finishers to draft a policy recommendation for genetic regulation based on the day’s arguments.
• Scaffolding: During Ethical Sort, provide a partially completed sort with two extreme arguments (e.g., 'Privacy invasion is always wrong' and 'Safety always comes first') to help students place nuanced cards.
• Deeper: After Perspective Gallery Walk, invite students to research a real-world tech harm case and present how the principles from today apply to it.

Key Vocabulary

Artificial Intelligence (AI)	Computer systems capable of performing tasks that typically require human intelligence, such as learning, problem-solving, and decision-making.
Autonomous System	A system that can operate and make decisions independently without direct human control, such as self-driving cars or automated drones.
Genetic Engineering	The direct manipulation of an organism's genes using biotechnology, which can involve altering, adding, or deleting DNA sequences.
Surveillance Technology	Tools and methods used to monitor, collect, and analyze information about people or places, often for security or public safety purposes.
Ethical Framework	A set of principles or guidelines used to determine what is morally right or wrong, helping to structure ethical reasoning and decision-making.