What are some examples of bias in AI healthcare chatbots?
AI healthcare chatbots can exhibit bias in various ways, such as providing different treatment recommendations based on a patient's gender or ethnicity.
Can you give me a specific example of gender bias?
Sure! For instance, a chatbot might suggest pain management options that are less aggressive for women compared to men, assuming women have a higher pain tolerance.
What about racial bias? How does that manifest?
Racial bias can occur when a chatbot underestimates the severity of symptoms in patients from certain racial backgrounds, leading to inadequate care recommendations.
How can we mitigate these biases in AI chatbots?
Mitigating bias involves training AI on diverse datasets, regularly auditing algorithms for fairness, and incorporating feedback from a wide range of users.
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