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A knowledge worker has noticed that the same prompt for a recurring weekly task produces...

A knowledge worker has noticed that the same prompt for a recurring weekly task produces inconsistent outputs across runs. Some weeks the output uses the right sections but the wrong tone; other weeks the tone is right but a section is missing. The source inputs change each week but follow the same structure.

Which cause is most worth investigating first?

A.

The recurring prompt under-specifies the audience, tone, format, and required sections, so each run drifts depending on what the model emphasizes that time.

B.

The model is non-deterministic, so identical prompts naturally produce different outputs even when the prompt itself is well-written, and the team should accept the variation.

C.

The source inputs vary too much from week to week, and the team should standardize the inputs before changing the prompt.

D.

The team should split the prompt into separate prompts for tone and structure, since combining both in one prompt produces the mixed inconsistency the team is seeing.

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