Making an LLM "get tired" of bad conversation: the engagement-budget prompt

📰 Dev.to · Matan Ellhayani

Learn to limit LLM engagement in conversations using the engagement-budget prompt, improving conversational quality

intermediate Published 22 Apr 2026
Action Steps
  1. Implement the engagement-budget prompt in your LLM model to limit conversation length
  2. Configure the budget parameter to control the number of turns
  3. Test the model with various conversation scenarios to optimize the budget value
  4. Apply the engagement-budget prompt to dating-app conversations to mitigate the turn 3→4 cliff
  5. Compare the results with and without the engagement-budget prompt to evaluate its effectiveness
Who Needs to Know This

NLP engineers and conversational AI developers can benefit from this technique to enhance user experience

Key Insight

💡 The engagement-budget prompt can help mitigate the decline in conversational quality by limiting the number of turns

Share This
🤖 Improve LLM conversations with the engagement-budget prompt! Limit engagement to boost quality 📈
Read full article → ← Back to Reads