AI, Society & Your Future
The AI economy, the future of work, policy, and your AI-augmented career.
Elementary
AI in My World
AI is woven through a child's everyday world. Kids learn to spot AI at home, at school, while traveling, in games, and in places they cannot even see.
AI Helps People Work
AI helps grown-ups do their jobs. Kids explore how doctors, artists, farmers, teachers, and scientists team up with AI as a helper.
AI Helps Communities
AI helps whole communities. Kids learn how AI supports health, food, emergencies, the planet, and people who need extra help.
AI and Big Questions
AI raises big, important questions. Kids practice asking whether AI is fair, who can use it, and when people — not AI — should decide.
My Future with AI
The future belongs to today's kids. They imagine growing up with AI, future jobs, and the skills — curiosity, kindness, teamwork — that always matter.
Capstone Project: Map AI in Your Community
Go on a hunt for the hidden AI all around you.
Middle
AI Across Society
AI is deployed across every sector of society. Students survey AI in healthcare, transport, finance, media, science, government, and education.
AI and the Future of Work
AI is reshaping work. Students examine automation, the jobs AI changes and creates, the skills that matter, and fair transitions for workers.
AI, Media, and Information
AI quietly shapes what people see and believe. Students study recommendation systems, the attention economy, filter bubbles, and informed citizenship.
AI, Power, and Access
AI concentrates power and unevenly distributes access. Students explore who builds AI, the digital divide, global differences, and AI governance.
Your Place in an AI World
Students find their own place in an AI world — building AI literacy, exploring careers, and learning to shape AI as thoughtful, active citizens.
Capstone Project: Future-of-Work Report
Research how AI is changing a job you care about.
High School
AI and the Economy
AI is reshaping the economy. Students study productivity, automation, labor markets, inequality, new industries, and policy responses.
- 1AI as an Economic Force
- 2Productivity and Growth
- 3Automation and the Labor Market
- 4Job Displacement and Job Creation
- 5Inequality and the Distribution of Gains
- 6New Industries and Business Models
- 7Skills, Wages, and the Future Workforce
- 8Policy Responses
- 9Analyze an Economic Scenario
- 10Module Check: AI and the Economy
AI, Democracy, and Power
AI reshapes democracy and the balance of power. Students examine information ecosystems, surveillance, elections, power concentration, and civic resilience.
- 1AI and the Information Ecosystem
- 2Recommendation, Virality, and Attention
- 3Misinformation, Disinformation, and Deepfakes
- 4Surveillance and Privacy at Scale
- 5AI in Elections and Civic Life
- 6Concentration of Power
- 7AI, Law, and Rights
- 8Defending Democratic Society
- 9Civic Impact Analysis
- 10Module Check: Democracy and Power
- 11Lab: Policy Balance
AI and Global Society
AI is a global phenomenon. Students study AI geopolitics, economic development, the global divide, the data supply chain, AI for global challenges, cultural diversity, and international cooperation.
AI and the Human Experience
AI touches the most human parts of life. Students examine relationships, creativity, authenticity, attention, identity, meaning, and wellbeing.
Shaping the AI Future
The AI future is not predetermined — students help shape it. They explore scenarios, careers, responsible building, civic action, and their own path forward.
Capstone Project: Draft an AI Policy Proposal
Write a balanced policy proposal on a real AI issue.