Core Idea
AI can seem fast and smart, but it is fundamentally a pattern machine. Better data and better human review create better outcomes.
Skills to Build
- Reading simple input-output relationships
- Identifying weak data patterns
- Explaining why a prediction may fail
Practice Task
Use a classroom scenario (book recommendations, quiz hints, or vocabulary suggestions) and identify:
- What data the AI would need
- One possible bias risk
- One verification step