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The Anatomy Of Chain-Of-Thought Prompting (CoT)
Dive into the anatomy of Chain-of-Thought (CoT) prompting — how it works, why it improves LLM reasoning, and tips for writing effective CoT prompts.

Contrastive Chain-Of-Thought Prompting
Contrastive Chain-Of-Thought Prompting
Contrastive Chain-of-Thought Prompting (CCoT) uses both positive & negative demonstrations to improve LLM reasoning.

Open ai structured JSON output with adherence
OpenAI Structured JSON Output With Adherence
In the past, when using OpenAI’s JSON mode there was no guarantee that the model output will match the specified and predefined JSON schema. In my view this really made this feature unreliable in a production environment, where consistency is important…

The Chain-Of-X Phenomenon In LLM Prompting
Explore the ‘Chain-of-X’ phenomenon in LLM prompting, how CoT-style decomposition has evolved across reasoning, retrieval, verification, empathy & more.
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