Overgeneration
Definition
A system generates more content than the task requires.
Unnecessary paragraphs, variants, or repetitions increase length without corresponding benefit. This refers to task-related evaluation, not a fixed universal text length.
Simply explained
A simple question receives a long essay full of detours.
Why it matters in practice
This increases processing effort and can obscure the important message.
Example from business
Hypothetical example: An assistant creates ten variants, although an approved formulation was requested.
Limits and pitfalls
- Excessive shortening can lose important limitations. Length must fit the task.
Origin & history
The term is used for excessive output from generative systems.
Use in mid-sized companies
- SMEs can clearly specify goal, format, and cutoff point for recurring tasks.
Frequently asked questions
Is a long answer always excessive?
No, what matters is its contribution to the task.
Sources
- Prompt engineering, klare Ausgabevorgaben — · OpenAI: Prompt engineering, klare Ausgabevorgaben —
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