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What do you know about artificial intelligence? Give an example where ai is used in our regular lives?
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Explain the risks of adversarial attacks on AI models.
How do you ensure that your models are fair and unbiased?
What is in-processing bias mitigation, and how does it work?
Explain demographic parity and its importance in AI fairness.
Provide examples of industries where fairness in AI is particularly critical.
Explain the concept of SHAP and its role in XAI.
What frameworks can you use for ethical AI development?
How do low-power AI models work in constrained environments?
Can AI systems ever be completely free of bias? Why or why not?
What are the risks of using open-source Generative AI models?
What are the best practices for deploying Generative AI models in production?
How does XAI address regulatory compliance issues?
What challenges arise when implementing AI in finance?
What are the ethical considerations in deploying Generative AI solutions?
Explain how AI models predict stock market trends.
