Ethics and bias risk: Which of the following is such a category | AIGP
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Ethics and bias risk: Which of the following is such a category commonly attributed specifically to AI

AIGP Understanding the Foundations of AI Governance Easy

Ethics and bias risk is one of the core AI harm categories; the other options are generic enterprise risks.

The question

An AIGP course lists common categories of AI risk and harm. Which of the following is such a category commonly attributed specifically to AI systems?

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  1. Building occupancy risk, where facilities are under- or over-utilized relative to lease commitments.
    Plausible but wrong: a facilities/real-estate risk with no specific connection to AI harm categories.
  2. Ethics and bias risk, where a model produces systematically unfair outcomes for certain groups. ✓
    Correct: bias leading to unfair or discriminatory outcomes is a core recognized category of AI harm to individuals and groups.
  3. Currency exchange risk, where revenue fluctuates because of movements in foreign-exchange rates.
    Plausible but wrong: a general financial risk not specific to AI systems or their governance.
  4. Physical inventory risk, where warehoused goods are lost, damaged or become obsolete over time.
    Plausible but wrong: an operational supply-chain risk unrelated to the distinctive harms of AI.
The trap
Confusing generic enterprise risks that an AI project may encounter with harms distinctive to AI itself.

How to remember it

Ethics and bias risk is one of the core AI harm categories; the other options are generic enterprise risks.

How many of these would you get right?

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