What are some examples of AI failover scenarios?
AI failover scenarios occur when an AI system switches to a backup system due to failure. For example, in autonomous vehicles, if the primary navigation system fails, it may switch to a secondary system to ensure safety.
Can you give me more specific examples?
Sure! In healthcare, if an AI diagnostic tool fails, a backup system can provide alternative recommendations. In customer service, if an AI chatbot fails, it can redirect the user to a human agent.
What are the risks associated with AI failover?
Risks include potential data loss, increased response times, and the possibility of the backup system being less effective than the primary one.
How can we mitigate these risks?
Mitigating risks involves regular testing of failover systems, ensuring data redundancy, and training backup systems to handle various scenarios.
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