Tip: Stop Padding Prompts — Let the AI Define Its Own Terms for Qualitatively Different Output
r/ClaudeAI·medium signal
A technique gaining traction on r/ClaudeAI: instead of writing increasingly long prompts with more constraints and edge cases, tell the AI to define its own terms and framework first, then work within that self-defined structure. The poster reports qualitatively different (not just marginally better) output compared to the standard 'add more context' approach. The key insight: over-constraining prompts narrows the solution space before the model can reason about the problem shape.