Problem: AI writes preamble 

You ask for a quick summary. The AI writes 5 paragraphs of setup before answering your actual question.

Every. Single. Time.

Why it Happens

LLMs are trained on internet text that rewards “comprehensive” answers. They literally don’t know when to stop explaining.

The Fix: 

Try these solutions in order until one works

Start With Constraints

Add to Prompt:  “In one paragraph…” or “In 2-3 sentences…” 

[Why it works: Sets hard limits upfront]

Use Format Forcing

Add to your prompt: “Give me only: [specific thing you want]”

[Why it works: Blocks the AI from adding context]

Say the Magic Word

Add to your prompt: “Be concise” or “Brief response only”

[Why it works: Activates training on brevity]

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