How often should AI audits be conducted?
An example of an AI chatbot conversation about the frequency of AI audits.
How often should AI audits be conducted?
AI audits should typically be conducted at least annually, but more frequent audits may be necessary depending on the application.
What factors influence the frequency of these audits?
Factors include the complexity of the AI system, regulatory requirements, and the potential impact of its decisions.
Are there specific guidelines or standards for AI audits?
Yes, there are emerging guidelines from organizations like ISO and IEEE that provide frameworks for conducting AI audits.
What are the consequences of not auditing AI systems regularly?
Neglecting regular audits can lead to biased outcomes, compliance issues, and loss of trust from users.
Can you recommend tools for conducting AI audits?
Sure! Tools like IBM Watson OpenScale and Google Cloud AI Platform provide features for monitoring and auditing AI systems.
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