AWS Certified AI Practitioner AIF-C01 Practice Question
Why might a company that needs high transparency and explainability select an open source foundation model available through Amazon SageMaker JumpStart?
The model includes proprietary training data that remains hidden from users for privacy reasons.
The model automatically scales across all AWS Regions without any configuration effort.
The open source license guarantees higher accuracy than any closed-source alternative.
The company can examine and audit the model's code and architecture to understand how predictions are produced.
Open source models publish their code, architecture details, and licensing. Because this information is openly accessible, teams can inspect how the model is built, audit the logic, and document limitations-key steps for transparency and explainability. Automatic global scaling, proprietary hidden data, or guaranteed top-tier accuracy are not inherent benefits of open source licensing.
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AWS Certified AI Practitioner AIF-C01
Guidelines for Responsible AI
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