AI for Everyone - AI Safety and Limitations
An AI trained mainly on data from one gender is asked about traits of another gender. What is a likely outcome?
An AI trained mainly on data from one gender is asked about traits of another gender. What is a likely outcome?
medium📝 Analysis Q5 of 15
Step-by-Step Solution
Solution:
Step 1: Consider training data bias
Training mostly on one gender's data limits AI's understanding of others.Step 2: Predict AI behavior
AI likely produces inaccurate or stereotyped responses for underrepresented gender.Final Answer:
The AI may give inaccurate or stereotyped answers about the other gender. -> Option AQuick Check:
Check if the option mentions bias or inaccuracy due to limited data [OK]
Quick Trick: Limited data causes inaccurate answers about other groups [OK]
Common Mistakes:
MISTAKES- Assuming AI understands all genders equally
- Thinking AI refuses to answer
- Believing AI outputs random answers
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