Impact of Generative AI in Industries › AI Governance & Risk Management › Question #24852
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QWhat is the main risk of biased training data?

ID: #24852 AI Governance & Risk Management 8 views
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#24852Q ID
ModerateDifficulty
AI Governance & Risk ManagementTopic
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  • A Discriminatory outcomes ✔ ✖
  • B Lower accuracy only ✔ ✖
  • C Faster processing ✔ ✖
  • D Increased storage ✔ ✖
Correct Answer: Option A

Explanation

The correct answer is: Discriminatory outcomes

Explanation:

Biased training data can lead to AI systems making unfair or discriminatory decisions, especially against certain groups. This can impact areas like hiring, lending, and law enforcement. Preventing such bias is a key focus in responsible AI frameworks like those from NIST.

Why not the others?

  • ❌ Lower accuracy only → Bias affects fairness, not just accuracy
  • ❌ Faster processing → Not related to bias
  • ❌ Increased storage → Not a consequence of biased data
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