Ages 16-17

Grade 11 AI Learning Path

Prepare for college-level AI understanding. Deep dive into AI ethics, governance, transformer architectures, and the societal impact of artificial intelligence.

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Gamified Stages

Units

Chapters per Unit

What You'll Learn in Grade 11

✓Transformer Architecture Basics

✓Attention Mechanisms

✓AI Ethics Deep Dive

✓Bias in AI Systems

✓AI Governance & Policy

✓AI Safety & Alignment

✓Environmental Impact of AI

✓AI in Scientific Research

✓Preparing for AI Careers

Skills You'll Develop

Beyond AI knowledge, students build these essential skills

Ethical AnalysisPolicy UnderstandingTechnical DepthResearch SkillsPresentation SkillsLeadership

Projects You'll Build

Hands-on projects that reinforce learning

🤖

Transformer Visualization

🧠

Bias Audit Project

🎮

AI Policy Proposal

📊

Safety Analysis Case Study

🎨

Environmental Impact Report

💡

Career Portfolio Start

Explore Other Grades

Grade 6 Grade 7 Grade 8 Grade 9 Grade 10 Grade 11 Grade 12

Our curriculum aligns with AI4K12 Initiative guidelines and CSTA computer science standards.

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Try Unit 1 free — 10 complete chapters. No credit card required.

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