Ethical Considerations of AI →mediumMultiple ChoiceObjective-mapped

AI Associate Ethical Considerations of AI Practice Question

Exhibit

{
  "fairness_checks": {
    "demographic_parity": true,
    "equal_opportunity": false,
    "disparate_impact": true
  },
  "threshold": 0.8
}

Refer to the exhibit. Based on the JSON policy for AI fairness checks, which fairness metric is NOT enabled?

⚠ Common exam trap

Salesforce often tests the distinction between equalized odds and equal opportunity, trapping candidates who assume equalized odds automatically includes equal opportunity, when in fact they are separate metrics with different mathematical definitions.

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

✓

Equal opportunity

(Equal opportunity) is correct because the JSON policy shown in the exhibit configures fairness checks for demographic parity, disparate impact, and equalized odds, but does NOT include the equal opportunity metric. Equal opportunity requires equal true positive rates across groups, which is a separate metric from equalized odds and must be explicitly enabled in the policy definition.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

✗
Demographic parity
Why it's wrong here
It is set to true.
✗
All are enabled
Why it's wrong here
Equal opportunity is not enabled.
✗
Disparate impact
Why it's wrong here
It is set to true.
✓
Equal opportunity
Why this is correct
Correct. The 'equal_opportunity' field is false.

Quick reference

RAID Level Comparison

RAID Level	Min Disks	Fault Tolerance	Read	Write	Usable Capacity
RAID 0	2	None	Excellent	Excellent	100%
RAID 1	2	1 disk	Good	Moderate	50%
RAID 5	3	1 disk	Good	Moderate	67–94%
RAID 6	4	2 disks	Good	Lower	50–88%
RAID 10	4	1 disk per mirror	Excellent	Good	50%

RAID is not a backup strategy — it protects against disk failure but not against accidental deletion, ransomware, or site-level events.

Go deeper

AI Associate Ethical Considerations of AI Practice Question

Exhibit

Why each option matters

Option-by-option breakdown

RAID Level Comparison

Related to this question