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An AI model is generating text but sometimes outputs words that don't fit the sentence. What is a likely cause?

medium📝 Analysis Q14 of 15
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An AI model is generating text but sometimes outputs words that don't fit the sentence. What is a likely cause?
AThe AI is copying words from a fixed list
BThe AI is using previous words to predict next words
CThe AI is generating text all at once
DThe AI is ignoring previous words when choosing next words
Step-by-Step Solution
Solution:

  1. Step 1: Understand why AI might output unrelated words

    If AI ignores previous words, it loses context and may pick words that don't fit.

  2. Step 2: Identify correct cause among options

    Using previous words helps context; generating all at once or copying fixed list doesn't explain unrelated words well.

  3. Final Answer:

    The AI is ignoring previous words when choosing next words -> Option D

  4. Quick Check:

    Ignoring context causes wrong words = D [OK]
Quick Trick: Ignoring context causes wrong word choices [OK]
Common Mistakes:
  • Thinking generating all at once causes errors
  • Believing copying fixed list causes unrelated words
  • Assuming using previous words causes errors

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