Dr. Lance B. Eliot is a world-renowned expert on artificial intelligence with over 8.1+ million amassed views of his AI columns and been featured on CBS 60 Minutes. As a CIO/CTO seasoned executive and high-tech entrepreneur, he combines practical industry experience with deep academic research.
In today’s column, I reveal a vital prompting technique known as logic-of-thought that can noticeably improve your results when using generative AI. Logic-of-thought involves telling generative AI to work through a question or problem in a highly logical fashion and ergo lean into logical reasoning as much as possible.
It’s ‘Unsustainable’—Tesla CEO Elon Musk Issues Serious U.S. ‘Bankruptcy’ Warning As Bitcoin And Dogecoin Fuel $3 Trillion Price Boom Please note that I am also suggesting that if your question or problem doesn’t seem to need extraordinarily logical reasoning, there isn’t much value in employing the LoT. The odds are that you’ll be wasting computational resources and essentially giving a false flag to the AI about what it takes to solve the matter. Use LoT when you either know for sure that logic is required or that you have a hunch that logic will at least likely improve the outcome.
I logged into ChatGPT to do this. You can use just about any generative AI app such as ChatGPT, GPT-4o, o1, Claude, Gemini, or Llama, and the chances are that logic-of-thought prompt will be useful there too. It works well for nearly all the major generative AI and large language model designs.“I want you to solve the following logic-based question by performing three crucial steps. The first step entails doing logic extraction from the given question.
I went to the LSAT website where they post sample questions. Of the sample questions presented, I picked one that has been on the LSAT previously and was often incorrectly answered by those taking the demanding test. We can assume therefore that it is an especially harder logic-based problem.
Generative AI Large Language Models LLM Prompt Engineering Logic-Of-Thought Lot Propositional Logic Openai Chatgpt GPT-4O O1 Prompt Tactics Strategies Techniques Anthropic Claude Google Gemini Meta Llama Chain-Of-Thought Cot
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