### Q1: What is algorithmic bias, and how can it affect loan approval processes in finance?  
### Q2: How can finance professionals mitigate the impact of algorithmic bias in AI systems?  
### Q3: What are some advanced techniques that can be used to ensure fairness in AI models?  
### Q4: How can a finance organization promote transparency in its AI decision-making processes?  
### Q5: What role does explainable AI (XAI) play in enhancing trust among stakeholders?  
### Q6: How can documentation of AI processes contribute to accountability in finance?  
### Q7: How would you address an ethical dilemma involving AI that could lead to discriminatory outcomes?  
### Q8: What strategies can you implement to ensure inclusivity when developing AI applications?  
### Q9: In what ways can engaging with regulators improve the ethical deployment of AI in finance?