#cot Development Tutorials & Tips | Roast Dev

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Beyond the Black Box: Unpacking CoT, RAG, and RAT for Smarter AI

Large Language Models (LLMs) like ChatGPT, Gemini, and Claude have revolutionized how we interact with information and technology. They can write code, draft emails, translate languages, and even crea...

30.03.2025 0 Read More

Chain-of-Thought is (probably) a Lie, and that’s a Problem

So here’s a fun one: what if those detailed, step-by-step answers your favourite language model gives you—those lovely chain-of-thought (CoT) explanations—are smoke and mirrors?Buckle up, becaus...

09.04.2025 0 Read More

Understanding Prompt Engineering and Its Different Types

Types of Prompt Alpaca prompt INST Format ChatML Few Shot Zero-Shot Chain-of-Thought (CoT) Self-Consistency Prompting Instruction Prompting Direct Answer Prompting Persona-based Prompting t...

13.04.2025 0 Read More

Beyond the Black Box: Unpacking CoT, RAG, and RAT for Smarter AI

Chain-of-Thought is (probably) a Lie, and that’s a Problem

Understanding Prompt Engineering and Its Different Types

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