Unverified50% confidenceFactExact time
The study finds that the instruction part of the prompt (system instruction or task instruction) has a greater impact than the example part.
1
Sources
50%
Confidence
Long-term
Relevance
11/3/2026
First Seen
Sources
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Related Claims
UnverifiedThe effect of few-shot prompting shows strong task dependence, with task nature being the key variable determining whether examples are effective.75% similarUnverifiedThe author found that putting process constraints at the code layer (such as REQUIRED in tools.py) is more reliable than at the prompt layer, because the model sometimes skips the steps required by the prompt and answers directly.74% similarUnverified当系统提示词因多任务而变得复杂时，不同任务的指令之间会产生语义冲突，稀释注意力机制对关键信息的聚焦能力73% similarUnverifiedIn an Agent's multi-step reasoning, early instructions in the system prompt compete with implicit goals for attention weights, causing the instructions to be diluted.72% similarUnverifiedIndirect prompt injection is more dangerous than direct injection because agents often cannot distinguish between content to be processed and instructions to be followed.71% similar
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