The hottest Prompting Substack posts right now

And their main takeaways
Category
Top Technology Topics

Chain of Thought Prompting for LLMs

Deep (Learning) Focus • 294 implied HN points • 24 Apr 23
🕹 Technology AI Deep Learning Language Models Reasoning Prompting
  1. CoT prompting leverages few-shot learning in LLMs to improve their reasoning capabilities, especially for complex tasks like arithmetic, commonsense, and symbolic reasoning.
  2. CoT prompting is most beneficial for larger LLMs (>100B parameters) and does not require fine-tuning or extensive additional data, making it an easy and practical technique.
  3. CoT prompting allows LLMs to generate coherent chains of thought when solving reasoning tasks, providing interpretability, applicability, and computational resource allocation benefits.

Introduction to Mad Prompts: Copilot for Security is a blank

Rod’s Blog • 1 HN point • 04 Mar 24
🕹 Technology AI Security Generative AI Prompting Microsoft
  1. Mad Libs game can be a fun and educational tool to practice parts of speech and create hilarious stories with friends.
  2. Proper prompting is crucial for AI systems to generate accurate and relevant responses, understand user intent, and enhance user experience.
  3. Learning how to prompt effectively, especially for security purposes, requires education and can be made fun using games like Mad Libs.
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