高频问题
- What is Responsible AI?
- How do you ensure fairness in AI models?
- What is bias in machine learning?
- How do you detect and mitigate bias?
你要讲的四大原则（必须结构化）
1. Fairness
- Demographic parity
- Equal opportunity
2. Explainability
- Model transparency
- Regulatory explainability（信用审批必须）
3. Accountability
- 谁负责模型决策？
4. Transparency
- 用户是否知道 AI 在决策？
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