[Solved] An AI system used for hiring mostly selects candidates from one gender. What is the likely cause? — Ans: The AI was trained on biased data favoring that gender | AI for Everyone

AI for Everyone - AI Ethics and Society

An AI system used for hiring mostly selects candidates from one gender. What is the likely cause?

AThe AI was programmed in a new language

BThe AI is too slow to process applications

CThe AI uses random selection

DThe AI was trained on biased data favoring that gender

Step-by-Step Solution

Solution:

Step 1: Analyze the hiring bias problem
The AI favors one gender, showing unfair treatment.
Step 2: Identify cause of bias
This usually happens if training data had bias favoring that gender.
Final Answer:
The AI was trained on biased data favoring that gender -> Option D
Quick Check:
Biased training data causes biased hiring AI [OK]

Quick Trick: Bias in training data leads to biased AI results [OK]

Common Mistakes:

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An AI system used for hiring mostly selects candidates from one gender. What is the likely cause?