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Forget "Think step by step", Here's How to Actually Improve LLM Accuracy
And What Happened to CoT Prompting? Prefer to listen to this article instead? I used ElevenLabs TTS to create this narration. Check them out using my affiliate link, here . "Think step by step" ...was once great prompt engineering advice, but now seems to have little to no effect. In fact, what if I told you that this technique, at best, has little effect on output quality, and at worst, increases costs, latency, and may even reduce the accuracy of your response? It decreas
Jan 189 min read


You’re using ChatGPT wrong. Here’s how to prompt like a pro
Master advanced prompt engineering techniques like Chain-of-Thought, ReAct, and role-based prompting strategies to get smarter LLM responses
Jun 2, 202511 min read
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