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AI Risk Assessment: Scoring, Documenting and Treating Risk in a Way That Survives Review

What an AI Risk Assessment Has to Answer

Quiz: What an AI Risk Assessment Has to Answer

Scoping: The System, Its Purpose and the People It Affects

Quiz: Scoping: The System, Its Purpose and the People It Affects

Harm Identification Beyond Accuracy and Security

Quiz: Harm Identification Beyond Accuracy and Security

Fundamental Rights, Safety and Environmental Harm Categories

Quiz: Fundamental Rights, Safety and Environmental Harm Categories

Structured Techniques: Scenario Analysis and Failure Mode Review

Quiz: Structured Techniques: Scenario Analysis and Failure Mode Review

Scoring Likelihood and Severity Without False Precision

Quiz: Scoring Likelihood and Severity Without False Precision

Inherent Risk, Control Effectiveness and Residual Risk

Quiz: Inherent Risk, Control Effectiveness and Residual Risk

Risk Appetite Statements That Produce Real Decisions

Quiz: Risk Appetite Statements That Produce Real Decisions

Choosing Treatments: Avoid, Reduce, Transfer or Accept

Quiz: Choosing Treatments: Avoid, Reduce, Transfer or Accept

1 of 2

Previous Lesson

Quiz: Harm Identification Beyond Accuracy and Security

AI Risk Assessment: Scoring, Documenting and Treating Risk in a Way That Survives Review
Harm Identification Beyond Accuracy and Security
Quiz: Harm Identification Beyond Accuracy and Security

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Question 1 of 5

1. Question

Which of the following is an example of a risk that may not be immediately visible in technical performance metrics but can significantly affect organisational operations?

Inaccurate data input into the AI system
Correct Incorrect Correct answer

Operational disruption caused by AI integration
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Unauthorised access to AI system data
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Incorrect algorithmic outputs
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Correct / 1 Points

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Question 2 of 5

2. Question

What type of risk might arise when an AI system makes decisions that appear arbitrary to users, even if those decisions are technically accurate?

Legal exposure through regulatory compliance gaps
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Reputational harm from public perception of AI decision-making
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Workflow integration challenges with existing processes
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Dependency risks affecting human decision-making
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Correct / 1 Points

Incorrect / 1 Points
Question 3 of 5

3. Question

Why might healthcare providers face operational risks when implementing AI diagnostic tools?

The AI system may lack clinical accuracy
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The AI system may require data formats or connectivity that do not align with existing infrastructure
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The AI system may reduce staff productivity
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The AI system may increase patient care costs
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Correct / 1 Points

Incorrect / 1 Points
Question 4 of 5

4. Question

Which of the following is an ethical consideration that organisations must evaluate when deploying AI systems?

The computational resources required by the AI system
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The potential for AI to amplify existing inequalities
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The cost of implementing the AI system
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The level of data encryption used
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Question 5 of 5

5. Question

According to the lesson, what is one key principle of effective AI risk assessment?

Focusing solely on technical accuracy and security
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Including broader organisational impact considerations beyond technical metrics
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Avoiding stakeholder consultation in risk identification
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Prioritising cost-benefit analysis over risk evaluation
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Correct / 1 Points

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