Prompt Engineering: The Cognitive Verifier Technique

Cognitive Verifier Prompt: Advanced

Teach Your AI to Fact-Check: A Guide to Cognitive Verifier Prompts

Introduction

In the earlier blog we learnt about basics of Cognitive Verifier Technique. In this blog we will deep dive into alternate methods of using this technique.

Format of Cognitive Verifier Prompt.

When I ask you a question, generate [Number] additional questions that would help you give a more accurate answer. After I answer your questions, combine the answers to those questions and my original question to produce the final answer(s).

[Number]: Replace this with the desired number of clarifying questions (typically 2-3).

Example: Trip Planning

Prompt: When I ask you a question, generate 5 additional questions that would help you give a more accurate answer. After I answer your questions, combine the answers to those questions and my original question to produce the final answer(s).
Question : I want to plan for a weekend gateway

Prompt (Tailored version): When I ask you about a weekend getaway, generate additional questions around budget, weather and transport mode, that would help you suggest a great destination. After I answer your questions, combine the answers to those questions and my original question to produce some recommendations.

Example: Social Media Marketing

When I ask for ideas to improve my social media campaign, generate three additional questions to help you provide more targeted recommendations. After I answer your questions, combine the answers to those questions and my original question to produce a list of ideas.

Boost Your AI’s Accuracy!

Benefits of using advanced cognitive verifier technique:
Improved Accuracy: By clarifying your needs, the LLM provides a more tailored and accurate response.
Deeper Understanding: The LLM delves deeper into your intent, leading to better-informed suggestions.
Increased Confidence: You gain confidence in the LLM’s response knowing it considered various aspects of your request.

Disclaimer!

LLM like ChatGPT, Gemini can provide incorrect and inaccurate outputs. Always double check the output before you use it.

Have a question?

If you have any other queries, feel free to drop a comment.

Learn More !

Experiment directly with ChatGPT and Google Gemini.
Want to learn more about effective prompts to get the best out of GenAI and LLMs?

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