Instruction Overload: Managing Prompt Complexity

Reliability · updated Mon Feb 23

Preventing performance degradation caused by 'Dense' system prompts.

Steps

  1. Audit system prompts for 'Instruction Density' (tokens per constraint).
  2. Move static knowledge from the prompt to a RAG-based lookup.
  3. Use 'Chain-of-Thought' to break down complex constraints.
  4. Implement 'Dynamic Prompting' to only show relevant rules per turn.
  5. Monitor 'Constraint Compliance' as prompt length increases.

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