Knowledge Check

The following questions will help you check what you've learned.

1. Question 1 of 5Responsible artificial intelligence (AI) should be incorporated in all phases of the development lifecycle of an AI system. Which choice best describes responsible AI?

   AResponsible AI refers the security and compliance that are shared responsibilities between AWS and the customer.BResponsible AI refers to the standards that uphold responsible practices and mitigate potential risks and negative outcomes of an AI application.CResponsible AI refers to the ability to create AI systems that add creativity, productivity, and connectivity to your business.DResponsible AI refers to standards of upholding responsible practices that are exclusively needed for generative AI systems.
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2. Question 2 of 5A developer is training a model for a new artificial intelligence (AI) system. The developer wants to be sure that the model is not underfitting the data or overfitting the data. How should the model be trained on the data?

   AWith low bias and high varianceBWith low bias and low varianceCWith high bias and high varianceDWith high bias and low variance
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3. Question 3 of 5. Select two.A company is researching how it might benefit from using generative artificial intelligence (generative AI). At the same time, they are very concerned about the generative AI challenges that need to be addressed. Which options are challenges of responsible artificial intelligence (AI)? (Select TWO.)

   AEnterprise riskBToxicityCIntellectual propertyDLarge language models (LLMs)EUnsupervised learning
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4. Question 4 of 5A company is increasing their use of artificial intelligence (AI) and wants to implement processes to help ensure that they define, implement, and enforce compliance. Which core dimension of responsible AI should they consider?

   AGovernanceBVeracity and robustnessCPrivacy and securityDFairness
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5. Question 5 of 5A government is using a machine learning (ML) model to identify people who qualify for government programs and services. Officials are concerned about the impact on human rights. They need a method to determine how the model performed its analysis. Which core dimension of responsible AI should they consider?

   ATransparencyBVeracity and robustnessCSafetyDExplainability
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