What are the main risks associated with using AI in data processing?
The main risks include data privacy concerns, algorithmic bias, and potential job displacement.
Can you explain how algorithmic bias occurs?
Algorithmic bias occurs when AI systems reflect the prejudices present in the training data, leading to unfair outcomes.
What can be done to mitigate these risks?
To mitigate risks, organizations can implement strict data governance, conduct regular audits, and ensure diverse training datasets.
Are there any regulations in place to address these issues?
Yes, various regulations like GDPR in Europe aim to protect data privacy and ensure accountability in AI systems.
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