Unverified50% confidenceFactExact time
A reusable set of prompt patterns can work stably across models, and whether using GPT-4, Claude, or Llama, the core logic is the same.
1
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50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
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Related Claims
UnverifiedMainstream large language models such as GPT-4 and Claude are based on the Transformer architecture; each inference is an independent forward-pass computation with no built-in mechanism for maintaining state across requests.78% similarUnverifiedDSPy's design allows the same business logic to seamlessly switch underlying models (e.g., from GPT-4 to Claude) without rewriting prompts77% similarUnverified主流模型如 GPT-4、Claude 在训练阶段被强化了对系统提示词的优先遵从性，系统提示词的约束效力通常强于用户指令77% similarVerifiedGPT-4 and Claude are large language models that can understand context, generate structured outputs, and execute multi-step reasoning75% similar
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