[KongchangAI]
Conceptprompt-based

Prompt Steering

A model steering technique that indirectly influences generation behavior through input text (prompts), in contrast to activation steering, which directly intervenes on internal activations.

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Oct 15

Activation-based steering directly intervenes in the model's internal activation directions, whereas prompt-based steering influences indirectly through input text, and the difference in their performance under accumulated multi-turn error is the core of the study's comparison.

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