[KongchangAI]
Unverified50% confidenceFactExact time

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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50%
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Long-term
Relevance
10/15/2026
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