Unverified50% confidenceFactExact time
Old instructions in the context do not automatically become invalid; the model will treat them as constraints that are still in effect and continue to follow them.
1
Sources
50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedOlder models had difficulty retaining instructions given at the beginning and tended to favor instructions given at the end, which is why official documentation used to repeat usage instructions; new models only need to see them once.76% similarUnverified端侧小模型在指令遵循上往往不如云端大模型稳定,通过约束解码强制模型按预定义语法输出可在不牺牲推理速度的前提下保证工具调用的结构化可靠性72% similarUnverifiedA model can strictly comply with blocked wording while choosing functionally equivalent alternative tools not covered by the policy to achieve the same effect.71% similarUnverifiedWhen an LLM consistently misidentifies a command as a different tool, pre-dispatch hooks should be used to inject explicit constraints rather than relying solely on prompt engineering.69% similarUnverifiedThe same model running under different harnesses (execution frameworks) can produce qualitatively different output quality, even when model weights, hardware, and prompts remain unchanged.68% similar
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