Modules
Grade 11
🧠Advanced AI Literacy

The Long-Term Future of AI

Examine long-term scenarios for AI development and their implications for society, democracy, and human flourishing.

14 min 3 quiz questions Grade 11
The Future of AI Is Not Predetermined

The long-term trajectory of AI development is not predetermined — it will be shaped by the choices of researchers, companies, governments, and citizens. Understanding the stakes helps you engage with these choices as an informed participant.

Long-Term AI Scenarios

  • Narrow AI: AI systems that excel at specific tasks but lack general intelligence — the current state
  • Artificial General Intelligence (AGI): AI systems with human-level general intelligence across domains
  • Transformative AI: AI systems that fundamentally transform the economy, society, and human experience
  • Existential risk: Scenarios where advanced AI poses risks to human existence or autonomy
Artificial General Intelligence (AGI):A hypothetical AI system with human-level general intelligence across all cognitive domains — not yet achieved, but a subject of significant research and debate.

Key Governance Challenges

  • Concentration of power: Advanced AI capabilities concentrated in a few companies or governments
  • Economic disruption: AI-driven automation displacing workers faster than new jobs are created
  • Autonomous weapons: AI systems making lethal decisions without human oversight
  • Surveillance and control: AI enabling unprecedented surveillance and social control
  • Epistemic effects: AI shaping what information people encounter and believe
The Concentration Problem

Training frontier AI models requires billions of dollars and massive computing infrastructure — accessible only to a handful of companies and governments. This concentration of AI capability raises profound questions about power, accountability, and democratic governance.

Engage with AI Governance

The decisions being made now about AI development and governance will shape the world you live in. Engage with these debates: follow AI policy developments, support organizations working on AI safety and ethics, and participate in democratic processes that will shape AI governance.

Ready to test your knowledge?

3 questions · Grade 11 level