Artificial Intelligence and Society

Active learning builds empathy and critical thinking about online behavior, which are essential for digital citizenship. Simulations and debates make abstract concepts like online etiquette visible and immediate for students.

• JC 2
• Computing
• 3 activities
• 25 min–40 min

Learning Objectives

1. Analyze the ethical implications of online interactions and identify potential harms.
2. Evaluate strategies for preventing and responding to cyberbullying incidents.
3. Critique online content for accuracy and bias, respecting intellectual property rights.
4. Design a personal code of conduct for responsible digital citizenship.

Ready-to-Use Activities

Simulation Game

⏱ 40 min·Small Groups

Simulation Game: The 2035 Career Fair

Students are assigned 'future' job titles (e.g., AI Ethicist, Robot Maintenance Engineer, Virtual Reality Architect). They must 'pitch' their roles to others, explaining how automation created their job and what human skills are still essential.

Prepare & details

How is AI transforming traditional industries in Singapore?

Facilitation Tip: During the 2035 Career Fair simulation, assign roles that force students to interact with AI-driven hiring tools to highlight how digital tools shape job access and expectations.

Setup: Flexible space for group stations

Materials: Role cards with goals/resources, Game currency or tokens, Round tracker

• Apply
• Analyze
• Evaluate
• Create
• Social Awareness
• Decision-Making

Formal Debate

⏱ 35 min·Whole Class

Formal Debate: Universal Basic Income

Divide the class to debate whether Singapore should implement a Universal Basic Income (UBI) in response to mass automation. Students must consider the economic, social, and psychological impacts of a world with fewer traditional jobs.

Prepare & details

What are the dangers of algorithmic bias in decision-making systems?

Facilitation Tip: For the Universal Basic Income debate, provide a shared document where students track arguments and counterarguments in real time to model collaborative reasoning.

Setup: Two teams facing, audience seating

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

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

Inquiry Circle

⏱ 25 min·Small Groups

Inquiry Circle: The Skill Shift

Groups analyze a list of current jobs and use a 'risk of automation' index to predict which tasks will be automated. They then brainstorm three 'human-only' skills that will keep those professionals relevant in an AI-driven economy.

Prepare & details

How can society prepare for the displacement of jobs by automation?

Facilitation Tip: In the Skill Shift investigation, assign each group a different industry to research so students see how automation changes skill demands across sectors.

Setup: Groups at tables with sources

Materials: Source material collection, Inquiry cycle worksheet, Question generation protocol, Findings presentation template

• Analyze
• Evaluate
• Create
• Self-Management
• Self-Awareness

Teaching This Topic

Teachers should avoid presenting digital citizenship as a set of rules and instead focus on ethical reasoning and perspective-taking. Research shows that students learn best when they analyze their own online behavior through scenarios. Ground discussions in concrete examples rather than abstract principles.

What to Expect

Students will demonstrate understanding by applying digital citizenship principles to real-world scenarios. Successful learning shows in their ability to articulate ethical positions and propose concrete actions.

Watch Out for These Misconceptions

Common Misconception

During the 2035 Career Fair simulation, watch for students assuming automation only affects manual labor.

What to Teach Instead

Use the career fair roles to have students research positions that require cognitive skills, then ask them to identify which tasks in those roles could be automated using current AI capabilities.

Common Misconception

During the Skill Shift investigation, watch for students believing automation eliminates work entirely.

What to Teach Instead

Have groups map both disappearing jobs and emerging roles in their assigned industry, then calculate the net change in employment opportunities.

Assessment Ideas

Discussion Prompt

During the 2035 Career Fair simulation, pose a scenario where a student encounters inappropriate online behavior in a virtual hiring chat. Facilitate a discussion on how to respond and the concept of digital reputation.

Quick Check

After the Universal Basic Income debate, present students with three scenarios involving online privacy violations. Ask them to write one ethical response and one legal consequence for each scenario.

Peer Assessment

After students draft their Digital Citizenship Pledges, have them exchange pledges with partners. Partners review for clarity and provide one suggestion for improving a commitment's specificity or feasibility.

Extensions & Scaffolding

• Challenge students to research a recent news article about a digital ethics issue and prepare a 3-minute presentation connecting it to their Digital Citizenship Pledge commitments.
• Scaffolding: Provide sentence starters for students struggling with the Digital Citizenship Pledge, such as 'I will check sources before sharing information because...'.
• Deeper exploration: Invite a local tech professional to discuss how their company addresses digital citizenship in employee training programs.

Key Vocabulary

Netiquette	A set of social conventions that facilitates and promotes ethical and appropriate behavior within the online community.
Cyberbullying	The use of electronic communication to bully a person, typically by sending messages of an intimidating or threatening nature.
Intellectual Property (IP)	Creations of the mind, such as inventions; literary and artistic works; designs; and symbols, names and images used in commerce. In the digital context, this often refers to copyrighted material.
Digital Footprint	The trail of data you create while using the Internet. It includes websites you visit, emails you send, and information you submit to online services.
Phishing	A fraudulent attempt, usually made through email, to deceive a person into revealing sensitive information such as passwords or credit card numbers.