Unverified50% confidenceFactExact time
Instruction following refers to the degree to which a model, when generating content, adheres to the explicit constraints in the prompt (quantity, layout, spatial relationships, style, prohibitions); controllability refers to whether users can reliably steer the output in the intended direction through prompts.
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10/29/2026
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UnverifiedWhether a model can follow human instructions (instruction following) is one of the foundational metrics of controllability77% similarUnverified元指令（Meta-Prompt）是指不直接描述目标内容，而是要求模型对自身推理过程、行为规则或能力边界进行反思与操作的指令76% similarUnverifiedThe specificity of the prompt determines the flexibility of the guardrail: highly rule-based prompts cause the model to mechanically execute the same strategy, while fine-grained context-aware prompts allow the model to choose responses according to different learning states.74% similarUnverifiedExplicitly writing instructions such as "if uncertain, please say you don't know" into the system prompt is a method of explicitly constraining model behavior.73% similarUnverifiedConditioning refers to the general term for various means of making a language model's output satisfy some preset condition.72% similar
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