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Self-Consistency For Chain-Of-Thought Prompting The paper on Self-Consistency Prompting was published 7 March 2023, as an improvement on Chain-Of-Thought Prompting. At the time it was certainly a novel advancement. However, so much has happened in the last few months.

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The Anatomy Of Chain-Of-Thought Prompting (CoT) The research on Chain-Of-Thought Prompting (CoT) was first published on 10 Jan 2023, and during the last year, there has been a significant number of prompting techniques premised on CoT. Launching the Chain-Of-X phenomenon.

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

Understand how AI agents think, learn, and make autonomous decisions using agentic reasoning, a key concept in next-gen AI development.

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…