Computing
Artificial Intelligence
Conceptual
7–9 yrs
AI Mistakes and Limitations
人工智能的错误与局限性
Description
Machines make mistakes; they only know what they've been shown; bad training data leads to bad results; AI is not magic — just maths on data; showing edge cases and failures
Mastery Evidence
- Give an example of AI making a mistake (voice assistant mishearing, auto-correct error, wrong recommendation)
- Explain that AI mistakes happen because of gaps or errors in training data
- Describe why AI is not magic — it follows mathematical rules applied to data
Assessment Prompt
If an AI incorrectly identified a picture of a muffin as a chihuahua, could your child explain why that kind of mistake happens?
Prerequisites 1
Machine Learning Basics
必须先了解训练的工作原理，才能理解训练出错的原因
