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How can AI generate a long, coherent paragraph word by word without losing track of the topic?

hard📝 Application Q8 of 15
AI for Everyone - How AI Models Actually Work
How can AI generate a long, coherent paragraph word by word without losing track of the topic?
ABy continuously updating context with each new word generated
BBy randomly selecting words from a large dictionary
CBy generating all words at once and then rearranging them
DBy repeating the same sentence multiple times
Step-by-Step Solution
Solution:

  1. Step 1: Understand context updating in AI text generation

    AI updates its understanding of the text with each new word to keep coherence.

  2. Step 2: Explain why random or batch generation fails coherence

    Random or all-at-once generation cannot maintain topic flow effectively.

  3. Final Answer:

    By continuously updating context with each new word generated -> Option A

  4. Quick Check:

    Context update per word = Long coherent paragraph [OK]
Quick Trick: Context update keeps long text coherent [OK]
Common Mistakes:
  • Thinking random word selection works
  • Believing all words generated at once
  • Assuming repetition creates coherence

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