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Define: "Prompt Drift" in Business

The corporate definition of Prompt Drift
Fiscal Threat Level
MODERATE

High risk of unnecessary meetings

CWO Pro-Tip

"Treat AI outputs like advice from an overconfident intern. Verify every single line of syntax before deployment."

What HR thinks it means:

The degradation in the quality or consistency of responses from a Large Language Model over time.

What does "Prompt Drift" actually mean?

"When an AI chatbot forgets its original instructions mid-task and decides to confidently hallucinate fake configuration syntax instead."

How HR uses it:

"Users should be aware of potential prompt drift when relying on generative AI for long-term projects."

How you actually use it:

"We suffered severe prompt drift when the AI was asked to write a security policy, and instead it generated a recipe for sourdough bread."

The Chief Waste Officer

By The Chief Waste Officer

18 years in the corporate trenches quantifying waste so you don't have to.

Published: 2026-05-01

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