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#prompt-engineering

Every item tagged prompt-engineering, newest first.

5 items

i've started asking AI to argue against me before i ask it to help me, and it changed everything

The author shares a habit shift when interacting with AI: first asking the model to argue against an idea before seeking its approval. This approach leads to more critical and useful responses. By doing so, the model engages with the weak points of the idea first, providing more insightful feedback. You can apply this technique to get more balanced and actionable advice from AI.

Key takeaways
  • Asking AI to argue against an idea first leads to more critical responses.
  • This approach helps AI engage with weak points of an idea, providing more insightful feedback.
  • The technique can help you get more balanced and actionable advice from AI.

AI is code – and can't be prompted into being smarter

Researchers argue that AI systems are fundamentally code and therefore subject to the same limitations as traditional software. This perspective implies that prompting alone cannot overcome inherent flaws or significantly boost intelligence. You should focus on improving AI architectures and algorithms rather than relying solely on prompt engineering.

Key takeaways
  • AI systems are fundamentally code with limitations.
  • Prompting can't overcome inherent flaws or boost intelligence.
  • Improving AI requires better architectures and algorithms.

JuliusBrussee/caveman

The caveman repository on GitHub offers a method to reduce token usage in Claude Code by 65% through a simple prompting technique. This approach involves rewriting prompts to mimic primitive language, hence the name 'caveman'. By using fewer tokens, developers can significantly cut down on costs associated with LLM API usage. The technique is straightforward and can be easily implemented.

Key takeaways
  • Reduces token usage in Claude Code by 65%.
  • Uses primitive language to achieve cost savings.
  • Method is simple and easy to implement.
otherJun 9

PrompTessor

Promptessor is a new product on Product Hunt that offers an AI prompt generator, optimizer, and library. It helps users craft, refine, and organize prompts for AI models. The tool aims to improve the quality and efficiency of interactions with AI systems. You can find and discuss Promptessor on Product Hunt.

Key takeaways
  • Promptessor is available on Product Hunt for discussion and feedback.
  • The tool provides an AI prompt generator, optimizer, and library.
  • It aims to enhance AI interactions by improving prompt quality and efficiency.