[KongchangAI]
Conceptpersona conditioning

Persona Conditioning

A prompting technique that assigns a model a specific identity, background, and knowledge boundary in the prompt. It is widely used for user simulation, but its effectiveness depends on the model's ability to isolate its own pretrained knowledge.

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Oct 30

Persona conditioning is widely used for user simulation, but its effectiveness depends on whether the model can truly "forget" or "isolate" its own pretrained knowledge; the knowledge leakage study shows that this isolation is incomplete.

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