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PROMPT-ENGINEERING5 MIN READ

Find the Leaky Prompt Wall

Identify where unlabeled prompt material can cause the model to confuse instructions, examples, and data.

The AI keeps importing old launch tasks. Which part of the scene is most likely causing the model to treat reference examples as live instructions? Old example checklist blended with current work Correct. Few-shot or reference material must be labeled as example-only. Otherwise the model may treat old checklist items as current requirements. Laptop with the draft prompt Not the core issue by itself. A laptop can hold a good prompt or a bad one; the principle violation is the unlabeled mixing of prompt zones. Planner standing near the board Not the prompt problem. The human's role matters, but the…

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