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Which factor most increases the environmental impact of training AI models?

easy📝 Conceptual Q2 of 15
AI for Everyone - AI Ethics and Society
Which factor most increases the environmental impact of training AI models?
AUsing renewable energy sources
BRunning models on energy-efficient hardware
CReducing training time
DTraining larger models with more data
Step-by-Step Solution
Solution:
  1. Step 1: Consider model size and data

    Larger AI models and more data require more computing power and time.
  2. Step 2: Link computing to environmental impact

    More computing means more electricity use, increasing environmental harm.
  3. Final Answer:

    Training larger models with more data -> Option D
  4. Quick Check:

    Model size and data volume = C [OK]
Quick Trick: Bigger models need more power, raising environmental cost [OK]
Common Mistakes:
  • Choosing renewable energy as increasing impact
  • Confusing hardware efficiency with impact increase
  • Thinking shorter training time increases impact

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