Which stage of the AI lifecycle specifically requires an ethical risk review to assess potential bias in training data?

Data collection and preparation

A retail company is developing a new customer loyalty app that uses location data to send personalized offers. The development team is at the stage where they have a working prototype and are about to conduct user acceptance testing. The project manager wants to ensure ethical risks are managed. What is the most appropriate action?

Defer the ethical risk review until after the app is launched to gather real-world data

Only conduct an ethical risk review if the legal team flags a compliance issue

Conduct an ethical risk review before user acceptance testing to identify potential privacy and consent issues

Skip the ethical risk review because the app is similar to existing loyalty apps in the market

Why is it important to conduct an ethical risk review during what-if scenario planning sessions?

To assign blame for past ethical failures

To ensure the scenarios are technically feasible

To identify potential ethical issues that may arise in different future situations

To replace the need for legal review

In the data science/AI development lifecycle, at which stage is it appropriate to conduct an ethical risk review?

At multiple stages, including ideation, development, and deployment

Only during the deployment stage

In an innovation management context, which activity signals that an ethical risk review should be conducted?

Finalizing the marketing budget

Updating the company's code of conduct

Generating a list of potential product features

CertNexusCertified Ethical Emerging Technologist (CEET)

Domain 1Objective 3

Objective 1.3 Identify When It Is Appropriate to Conduct an Ethical Risk Review CERTIFIED-ETHICAL-EMERGING-TECHNOLOGIST Practice Questions (Page 2)

Part of the 1.0 Fundamental Concepts for Data-Driven Technology Ethics domain, which accounts for 17% of the CERTIFIED-ETHICAL-EMERGING-TECHNOLOGIST exam.

27questions here

6free pages

7concepts

17%of the exam

Questions 6–10

6foundation · easy
Which stage of the AI lifecycle specifically requires an ethical risk review to assess potential bias in training data?
Select an answer first
7application · medium
A retail company is developing a new customer loyalty app that uses location data to send personalized offers. The development team is at the stage where they have a working prototype and are about to conduct user acceptance testing. The project manager wants to ensure ethical risks are managed. What is the most appropriate action?
Select an answer first
8foundation · easy
Why is it important to conduct an ethical risk review during what-if scenario planning sessions?
Select an answer first
9foundation · easy
In the data science/AI development lifecycle, at which stage is it appropriate to conduct an ethical risk review?
Select an answer first
10foundation · easy
In an innovation management context, which activity signals that an ethical risk review should be conducted?
Select an answer first

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