What are the main risks associated with using opaque AI systems?
The main risks include lack of accountability, bias in decision-making, and difficulty in understanding how decisions are made.
Can you explain how bias can occur in these systems?
Bias can occur if the training data is unrepresentative or if the algorithms reinforce existing stereotypes.
What are the implications of these risks for businesses?
Businesses may face legal issues, reputational damage, and loss of customer trust if they use opaque AI systems.
How can companies mitigate these risks?
Companies can mitigate risks by ensuring transparency, conducting regular audits, and involving diverse teams in AI development.
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