Computing · JC 2 · Impact of Computing and Emerging Technologies · 5.º Período

Artificial Intelligence and Society

Assessing the socio-economic impacts of Artificial Intelligence and automation. Students will debate the future of work and algorithmic bias.

• MOE Syllabus Outcomes
• MOE H2 Computing (Syllabus 9569), Integrated Topics - Impact of Emerging Technologies (e.g., AI)
• MOE H2 Computing (Syllabus 9569), Integrated Topics - Socio-Economic Impact of Computing Innovations

About This Topic

The Future of Work and Automation explores the seismic shifts in the labor market caused by AI and robotics. In the JC 2 syllabus, students analyze how automation is not just replacing manual labor but also transforming high-skilled professions like law, medicine, and software engineering itself. This topic encourages students to think about the 'digital divide' and the need for lifelong learning.

Students consider the new skills that will be in demand, such as data literacy, ethical reasoning, and human-AI collaboration. In Singapore, where human capital is the only natural resource, this topic is particularly relevant to students' future career paths. This topic comes alive when students can simulate future workplaces and debate the societal responses to widespread automation, such as Universal Basic Income or job retraining programs.

Key Questions

1. How is AI transforming traditional industries in Singapore?
2. What are the dangers of algorithmic bias in decision-making systems?
3. How can society prepare for the displacement of jobs by automation?

Learning Objectives

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

Before You Start

Introduction to the Internet and World Wide Web

Why: Students need a foundational understanding of how the internet works and the basic concepts of online communication before discussing responsible behavior.

Basic Concepts of Information Security

Why: Understanding concepts like passwords and data privacy is essential for grasping online risks such as phishing and protecting one's digital footprint.

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.

Watch Out for These Misconceptions

Common Misconception

Automation will only affect low-skilled, manual jobs.

What to Teach Instead

AI is increasingly capable of performing cognitive tasks like data analysis and even basic coding. Discussing 'Robotic Process Automation' in offices helps students see that no sector is entirely immune to change.

Common Misconception

Automation will lead to a permanent end to all work.

What to Teach Instead

While some jobs disappear, new ones are created. History shows that technology shifts the nature of work rather than eliminating it entirely. Analyzing past industrial revolutions helps students put the current AI shift into perspective.

Active Learning Ideas

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.

40 min·Small Groups

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.

35 min·Whole Class

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.

25 min·Small Groups

Real-World Connections

• Social media platforms like TikTok and Instagram have community guidelines that users must agree to, outlining acceptable behavior and content. Violations can lead to content removal or account suspension, impacting users' ability to communicate and share online.
• Companies use digital forensics experts to investigate data breaches and online harassment cases. These professionals analyze digital evidence to identify perpetrators and understand how sensitive information was compromised, often working with law enforcement agencies.
• Online gaming communities, such as those for games like Valorant or Genshin Impact, often develop their own unwritten rules of conduct. Players who consistently violate these norms may face in-game penalties or be excluded from group activities by other players.

Assessment Ideas

Discussion Prompt

Pose the following scenario: 'A classmate posts an embarrassing photo of another student online without their permission. What are the immediate steps the victim should take? What are the potential consequences for the classmate who posted the photo, both socially and legally?' Facilitate a class discussion on appropriate responses and the concept of digital reputation.

Quick Check

Present students with three short scenarios involving online behavior (e.g., sharing a friend's private message, using copyrighted music in a video, encountering hate speech). Ask students to write down for each scenario: 'Is this ethical digital citizenship? Why or why not?' and 'What is one specific action to take?'

Peer Assessment

Students draft a personal 'Digital Citizenship Pledge' outlining 3-5 commitments to responsible online behavior. They then exchange pledges with a partner. Each partner reviews the pledge, checking for clarity and specificity, and provides one suggestion for improvement or an example of how one commitment could be demonstrated.

Frequently Asked Questions

What is the 'digital divide'?

The digital divide is the gap between those who have access to modern information and communication technology and those who do not. In the context of automation, it also refers to the gap between those with the skills to work alongside AI and those without.

How will AI change the role of a software engineer?

AI will likely handle more of the 'boilerplate' and repetitive coding tasks. Software engineers will shift their focus toward high-level system design, complex problem-solving, and ensuring the ethical and secure implementation of AI-generated code.

How can active learning help students understand the future of work?

The future is uncertain, and active learning thrives on uncertainty. By simulating future scenarios and debating policy responses, students move from being passive observers of change to active thinkers about how to navigate it. This builds the 'soft skills' like critical thinking and adaptability that are themselves 'automation-proof'.

What is 'upskilling' and 'reskilling'?

Upskilling involves learning new skills to improve performance in a current role, while reskilling involves learning entirely new skills to move into a different role. Both are essential strategies for workers to remain relevant in a rapidly changing job market.