Amazon discontinued its AI recruiting tool in 2018 after discovering it penalized resumes containing the word "women's."

Historical hiring data used for training reflected gender biases

Google faced criticism in 2009 for search results related to "black girls." What was the issue?

Searches yielded pornographic and demeaning content due to algorithmic bias

What was a significant finding of the BBC's coverage analysis during the Israel-Hamas conflict?

Accused of breaching editorial guidelines, showing bias against Israel

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Algorithm Bias

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Answers

1
Amazon discontinued its AI recruiting tool in 2018 after discovering it penalized resumes containing the word "women's."
External audits revealed compliance violations
The tool lacked sufficient data on female applicants
The algorithm was designed to favor male candidates
Historical hiring data used for training reflected gender biases
2
Google faced criticism in 2009 for search results related to "black girls." What was the issue?
There was no notable issue with the search results
Searches yielded pornographic and demeaning content due to algorithmic bias
The algorithm filtered out inappropriate content effectively
Search results predominantly showed positive representations
3
COMPAS a criminal risk assessment tool, was found to wrongly predict higher risk scores for Blacks.
Algorithm bias
Management bias
Data bias
4
Whistleblowers claimed Facebook’s Trending Topics favored liberal news, despite claiming it was algorithm
Management bias
Data bias
Algorithm bias
Well those topics favours more clicks
5
Apple Card was criticised because it assigned much lower credit limits to women than men, with same financial profiles.
Algorithm bias
Data bias
Management bias
6
Google Translate defaulted to "he is a doctor", "she is a nurse," reflecting gender stereotypes in translation outputs.
Algorithm bias
It's just spitting facts
UI/UX bias
Management bias
7
What was a significant finding of the BBC's coverage analysis during the Israel-Hamas conflict?
Accused of breaching editorial guidelines, showing bias against Israel
The BBC avoided covering the conflict to maintain neutrality
The BBC exclusively reported from the Palestinian perspective
The BBC maintained complete impartiality

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