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One and Only Prompt You Need!

One and Only Prompt You Need!

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Gencay I.'s avatar
Gencay I.
Aug 05, 2025
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One and Only Prompt You Need!
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One and Only Prompt You Need - Created with Midjourney

As Andrej said, English is now the hottest programming language. Why? Because you can accomplish anything with your English. How?

How is not a mystery, but companies pay up to $140 K a year for it.

We analyzed research papers and agentic workflows, and based on our experience, we found this method in most of them. This prompting technique is called Chain-of-Thought (CoT) prompting

What is Chain of Thought Prompting?

This sentence explains the chain of thought more clearly.

Let’s think step by step.

Jason Wei and the Google Brain team published the Chain of Thought Prompting academic paper in early 2022, just a couple of months before ChatGPT’s initial release.

They found that step-by-step thinking before asking LLM to perform tasks actually helps an LLM perform significantly better on complex tasks.

You can find the CoT paper here, and use this prompt to summarize it quickly

ELI5 in three bullet points in the attached document.

Good, you can read this document or ask ChatGPT your questions. But how would we use these techniques?

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