Can an AI generation job succeed technically and still fail the user's needs?
Yes. The output may exist and open correctly while containing inaccurate text, poor narration, or unsuitable visuals. Check content quality separately from processing success.
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No. Temporary service failures may justify bounded retries, while invalid input or unsuitable content may require a user correction. Repeated attempts can also incur costs.
Repeated clicks or network retries can submit the same intended operation more than once. Define how the application recognizes repeats so it does not create unwanted duplicate jobs.
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