How can we ensure AI fairness?
An example of an AI chatbot conversation about ensuring fairness in AI systems.
What are the main factors that contribute to AI fairness?
AI fairness is influenced by data quality, algorithm design, and bias mitigation strategies.
How can we identify bias in AI systems?
Bias can be identified through testing models on diverse datasets and analyzing outcomes for disparities.
What steps can be taken to mitigate bias in AI?
Steps include using balanced datasets, implementing fairness-aware algorithms, and continuous monitoring.
Are there any frameworks for ensuring AI fairness?
Yes, frameworks like Fairness, Accountability, and Transparency (FAT) provide guidelines for ethical AI.
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