Quick Answer
The answer is unfair price discrimination. This practice is considered unfair because the AI system uses customer browsing history to charge returning customers higher prices, exploiting their loyalty or lack of alternatives rather than reflecting actual market costs or value. On the Salesforce AI Associate exam, this concept tests your understanding of ethical AI principles, specifically how dynamic pricing crosses into unethical territory when it targets specific user segments without transparency or consent. A common trap is confusing this with personalization, which tailors experiences, not prices, or with legal dynamic pricing, which adjusts based on supply and demand rather than individual behavior. Remember the memory tip: if the price change punishes loyalty or past behavior, it’s unfair discrimination, not smart personalization.
This AI Associate practice question tests your understanding of ethical considerations of ai. The scenario asks you to isolate a root cause — eliminate options that address a different problem before choosing. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
A retail company deploys an AI system that adjusts prices dynamically based on customer browsing history. The system charges higher prices to returning customers. This practice is known as:
Lack of transparency
Why wrong: While transparency is an issue, the core ethical violation is price discrimination.
Unfair price discrimination
Charging loyal customers more is unfair and unethical.
Personalization
Why wrong: Personalization should benefit the customer, not exploit them.
Dynamic pricing
Why wrong: Dynamic pricing itself is not unethical, but the basis for it can be.
Answer choices
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
Unfair price discrimination
Option D is correct because price discrimination based on customer data is unfair and often unethical. Option A is wrong because personalization is about tailoring experience, not price gouging. Option B is wrong as dynamic pricing is legal but can be unethical. Option C is wrong because transparency issue is secondary.
Key principle: NAT direction and interface roles matter as much as the IP address mapping. Inside/outside designation controls which traffic is translated.
Answer analysis
For each option: why learners choose it and why it is or isn't the right answer here.
Lack of transparency
Why it's wrong here
While transparency is an issue, the core ethical violation is price discrimination.
Unfair price discrimination
Why this is correct
Charging loyal customers more is unfair and unethical.
Related concept
Static NAT maps one inside address to one outside address.
Personalization
Why it's wrong here
Personalization should benefit the customer, not exploit them.
Dynamic pricing
Why it's wrong here
Dynamic pricing itself is not unethical, but the basis for it can be.
Common exam traps
NAT is not only about the public address. The inside/outside interface roles and the ACL or rule that matches traffic are just as important.
Detailed technical explanation
NAT questions usually test address translation, overload/PAT behaviour, static mappings and whether the right traffic is being translated. Read the interface direction and address terms carefully.
Key takeaway
NAT direction and interface roles matter as much as the IP address mapping. Inside/outside designation controls which traffic is translated.
Real-world example
A small business has 20 workstations on the 192.168.1.0/24 network and one public IP from its ISP. The router uses PAT (NAT overload) so all 20 devices share one public address using different source ports. NAT questions test whether you understand the four address terms and which direction each translation applies.
What to study next
Review the four NAT address types (inside local, inside global, outside local, outside global), PAT port overload, and static vs dynamic NAT use cases. Then practise related AI Associate NAT questions on configuration and troubleshooting.
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FAQ
Ethical Considerations of AI — This question tests Ethical Considerations of AI — Static NAT maps one inside address to one outside address..
The correct answer is: Unfair price discrimination — Option D is correct because price discrimination based on customer data is unfair and often unethical. Option A is wrong because personalization is about tailoring experience, not price gouging. Option B is wrong as dynamic pricing is legal but can be unethical. Option C is wrong because transparency issue is secondary.
Review the four NAT address types (inside local, inside global, outside local, outside global), PAT port overload, and static vs dynamic NAT use cases. Then practise related AI Associate NAT questions on configuration and troubleshooting.
Static NAT maps one inside address to one outside address.
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Last reviewed: Jun 23, 2026
This AI Associate practice question is part of Courseiva's free Salesforce certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI Associate exam.
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