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How does Amazon Bedrock ensure customer data is not used for model training or improvement?
A
By replicating customer input across global training clusters
B
Through a strict Zero Data Retention policy
C
By storing all data permanently in encrypted S3 buckets
D
By sending user prompts to partner model providers
Explanation:
Amazon Bedrock ensures customer data privacy through a strict Zero Data Retention policy. This means that customer data and prompts are not stored or used for training or improving the foundation models. The other options are incorrect:
A: Replicating customer input across global training clusters would actually increase data exposure, not prevent it from being used for training.
C: Storing data permanently in encrypted S3 buckets doesn't prevent it from being used for model training; it just secures the storage.
D: Sending user prompts to partner model providers could potentially expose data to third parties for training purposes.
The Zero Data Retention policy is a key security feature that ensures customer data remains private and is not used to improve AWS's or partners' models, which is crucial for compliance with data privacy regulations and maintaining customer trust.