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Safe AI in Financial Services: Controls That Satisfy Supervisors and Customers

Where AI Sits in Banking, Lending, Payments and Wealth

Quiz: Where AI Sits in Banking, Lending, Payments and Wealth

Existing Rules That Already Bind AI in Financial Firms

Quiz: Existing Rules That Already Bind AI in Financial Firms

Model Governance, Inventory and Tiering in a Regulated Firm

Quiz: Model Governance, Inventory and Tiering in a Regulated Firm

Credit Scoring and Affordability Models Under Fairness Scrutiny

Quiz: Credit Scoring and Affordability Models Under Fairness Scrutiny

Fraud Models: False Positives and the Customer Harm They Cause

Quiz: Fraud Models: False Positives and the Customer Harm They Cause

Anti Money Laundering Alerting and Explaining a Decision

Quiz: Anti Money Laundering Alerting and Explaining a Decision

Customer Facing Chat: Advice Boundaries and Regulated Statements

Quiz: Customer Facing Chat: Advice Boundaries and Regulated Statements

Consumer Duty Outcomes Applied to Automated Sales Processes

Quiz: Consumer Duty Outcomes Applied to Automated Sales Processes

Explainability Requirements for Declines and Adverse Decisions

Quiz: Explainability Requirements for Declines and Adverse Decisions

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Quiz: Credit Scoring and Affordability Models Under Fairness Scrutiny

Safe AI in Financial Services: Controls That Satisfy Supervisors and Customers
Credit Scoring and Affordability Models Under Fairness Scrutiny
Quiz: Credit Scoring and Affordability Models Under Fairness Scrutiny

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Question 1 of 5

1. Question

What must financial institutions demonstrate regarding their credit scoring models to meet fairness standards?

That models are based on the latest technology
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That models operate fairly across different demographic segments
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That models have the lowest approval rates possible
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That models are only used for high-income applicants
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Question 2 of 5

2. Question

Which of the following is a requirement for affordability models according to the lesson?

They must only consider income from a single source
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They must validate against actual repayment outcomes
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They must ignore existing debts completely
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They must be updated once every five years
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Question 3 of 5

3. Question

What is one key aspect of ongoing monitoring of credit scoring models?

Checking that models are aligned with marketing strategies
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Tracking model performance across demographic groups
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Ensuring models are cost-effective to run
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Confirming that models are used by all staff
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Question 4 of 5

4. Question

Why must financial institutions maintain detailed records of model modifications?

To reduce the cost of model development
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To support regulatory compliance and internal governance
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To ensure models are always updated
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To make models easier to understand
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Question 5 of 5

5. Question

What must supervisors expect to see in the documentation of affordability model development?

Proof that models are easier to understand than previous versions
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Evidence of testing against diverse borrower populations
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A list of all staff who have reviewed the models
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The names of all customers who have applied for credit
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Correct / 1 Points

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