Unverified50% confidenceOpinionExact time
The prompt determines how users converse with the model and how tasks are communicated clearly, making it the most fundamental layer and one that is most easily underestimated.
1
Sources
50%
Confidence
Long-term
Relevance
9/27/2026
First Seen
Sources
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Related Claims
UnverifiedWhen a large model finds insufficient information in the prompt, the Ask User Question mechanism allows it to proactively ask the user questions to fill contextual gaps.76% similarUnverifiedCommon system prompt extraction techniques include directly asking the model to output its system prompt, using role-playing to bypass restrictions, and exploiting the model's tendency toward excessive compliance for indirect elicitation.74% similarUnverifiedStreaming inference capability allows the model to begin generating a response before the user has finished speaking, enabling natural conversation in a think-as-you-speak manner.72% similar
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